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Chapter 7
Evaluating HRD Programs
Werner
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Learning Objectives
Define evaluation and explain its role in HRD
Discuss the various types of evaluation information available
and compare the methods of data collection
Explain the role of research design in HRD evaluation
Describe the ethical issues involved in conducting HRD
evaluation
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Learning Objectives (cont.)
Identify and explain the choices available for translating
evaluation results into dollar terms
Calculate a utility estimate for a target organization.
Discuss how technology impacts HRD evaluation
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Questions to Consider
How do you evaluate training and HRD?
What measures can be used to evaluate training?
Is there one best way to evaluate training?
What should be considered as one prepares to evaluate HRD?
What are the ethical issues involved in evaluating HRD?
How can the value of HRD be expressed in terms of costs and
benefits, or dollars and cents?
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Key Terms
Training effectiveness: benefits receive from training
Training evaluation: process of determining training
effectiveness
Training outcomes: measures to evaluate training effectiveness
Evaluation design: data will be collected and which data will be
collected for training evaluation
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Training and HRD Process
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Evaluation Can Help
identify a program’s strengths and weaknesses
assess what features of training content and context matter
identify which trainees benefited
gather information for marketing training
determine financial benefits and costs
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7
Why Not Done Frequently?
Conducting an evaluation is not easy
Many external factors can affect whether employee performance
improves
Makes it difficult to evaluate the impact of just the training
HRD managers afraid of criticism and program cuts
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Kirkpatrick’s Framework
Reaction
Did trainees like program?
Did trainees think it valuable?
Learning
Did they learn what objections said they should learn?
Job Behavior
Did they use learning back on job?
Results
Has HRD improved organization’s effectiveness?
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Most organizations do not collect information on all four types
of outcomes
About one-third of organizations use Kirkpatrick’s model
Some feel it only measures after training
Others feel it is more of a taxonomy of outcomes
9
Kirkpatrick’s Shortcomings
Lack of explicit causal relationships among the different levels
Lack of specificity in dealing with different types of learning
outcomes
Lack of direction concerning which measures are appropriate to
assess which outcome measures
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Training Outcomes
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Results
Learning & Cognitive Outcomes
Behavior & Skill-Based Outcomes
Reactions
Return on Investment
Reaction
Trainees’ perceptions of the training experience relating to the
content, facilities, trainer, and methods
How did participants react to the program?
Typically measured through attitude questionnaires at the end of
training
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In the first evaluation level, students are asked to rate the
training after completing the program. These are sometimes
called smile sheets because in their simplest form, they ask
students how well they liked the training. This level is often
measured through attitude questionnaires that are distributed at
the end of training. It can also be done through focus groups of
training participants.
This level measures reaction only; learners identify if they were
satisfied with the training. It does not indicate if learners
acquired any knew knowledge or skills, nor does it indicate that
any new learning will be carried back to the workplace.
If learners react poorly to the training and indicate
dissatisfaction at this evaluation level, trainers must determine
if the negative results are due to poor program design or
unskilled delivery.
Source: Clark, D. R. (2008). Instructional System Design.
Retrieved 09/03/08 from
http://www.nwlink.com/~donclark/hrd/sat6.html.
“Why Measure Training Effectiveness?” (2008) Retrieved
09/03/08 from
http://www.businessperform.com/html/evaluating_training_effe
ctiven.html
12
Learning & Cognitive Outcomes
Relate to familiarity with information, including principles,
facts, techniques, procedures, and processes
Typically measured via paper-and-pencil tests and self-
assessments
Tests often preferred over self-assessments
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Cognitive learning
How much did trainees learn from the training?
Post-training learning
How much learning does the trainee demonstrate immediately
after training?
Retention
How much learning does the trainee demonstrate back on the
job?
The second evaluation level is used to determine learning
results. Did students actually learn the knowledge, skills and
attitudes the program was supposed to teach? It asks the
questions:
What knowledge was acquired?
What skills were developed or enhanced?
What attitudes were changed?
The results are usually determined by pre-and post-test scores
and on-the-job assessments or reports from supervisors. The
second evaluation level is not as widely used as the first level,
but it is still very common.
“Why Measure Training Effectiveness?” (2008) Retrieved
09/03/08 from
http://www.businessperform.com/html/evaluating_training_effe
ctiven.html
Clark, D. R. (2008), “Instructional System Design;” Retrieved
09/03/08 from
http://www.nwlink.com/~donclark/hrd/sat6.html
13
Behavior & Skill-Based Outcomes
Relate to proficiency with technical skills, motor skills, and
behavior
Include learning and transfer
Learning often assessed via work samples
Transfer often assessed via observation or managerial/peer
ratings
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Behavior
What behavior change occurred as a result of training?
Training performance
How well can trainees demonstrate the newly acquired skills at
the end of training?
Transfer performance
How well can trainees demonstrate the newly acquired skills
back on the job?
Kirkpatrick’s third evaluation level explores the consequences
of the learner’s behavior. Has the learner transferred the
learning back to changed performance in the workplace? Can
the learner actually put the newly acquired skills to use on the
job?
This is referred to as transfer of training. No matter how good
the training program was, if participants cannot (or will not) use
the new skills and knowledge on the job, the training has little
value to the employer.
Ideally, this evaluation is conducted three to six months after
completion of the training program. This allows time for
learners to implement new skills, and retention rates can be
evaluated. Evaluation is done by observation of learners on the
job, or through self-evaluation or evaluation from supervisors,
peers or others who work directly with the learner.
Source: Clark, D. R. (2008).
Kruse, K. Evaluating e-Learning: Introduction to the
Kirkpatrick Model. Retrieved 09/02/08 from http://www.e-
learningguru.com/articles/art2_8.htm.
14
Results
Outcomes used to determine the benefits of training to the
company
e.g., reduced costs, increased employee retention, increased
sales, improved quality or customer service
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Results
What tangible outcomes or results occurred as a result of
training?
Kirkpatrick’s level four evaluates the final results of the
training. It asks the question – What effect has the training
achieved? Effects can include such things as morale, teamwork,
and most certainly, the monetary effect on the organization’s
bottom line. Management wants to know if they received value
for the training dollars spent and what their return on
investment was.
Collecting and analyzing evaluation at this level can be difficult
and time-consuming. Part of the difficulty comes from the
challenge of isolating the training variable from other factors in
the organization that may also affect learners’ behaviors. When
employee behavior changes, it is difficult to know if the change
is the result of training or the result of some other
environmental factor.
Level four evaluations are done through financial reports,
quality inspections and interviews with management personnel.
Source: Clark, D. R. (2008).
Kruse, K. Evaluating e-Learning: Introduction to the
Kirkpatrick Model. Retrieved 09/02/08 from: http://www.e-
learningguru.com/articles/art_2_8.htm.
____. (2008). Why Measure Training Effectiveness? Retrieved
09/03/08 from
http://www.businessperform.com/html/evaluating_training_effe
ctiven.html.
15
Levels of Evaluation vs. Value
Kirkpatrick, & Kirkpatrick, 2006
©SHRM 2009
The difficulty and cost of conducting evaluations increases as
you move up the levels. Organizations and trainers must
carefully consider which levels of evaluations are appropriate
for which training programs. Most commonly, level one
evaluations are conducted for all training. Level two--learning
evaluations--are generally conducted for skills training
programs. Level three evaluations–behavior—for strategic
programs and level four--results evaluations—are appropriate
only for broad-based, high-budget training programs.
Unfortunately, the easy evaluation instruments used at level one
don’t give results that have much value to the organization. The
value of the information obtained from the process increases as
evaluation moves to higher levels. Level four–results–is the
most difficult to assess and yet reveals the most valuable
information.
Source: Kirkpatrick, D.L, Kirkpatrick, J. D. (2006). Evaluating
Training Programs: The Four Levels. Barrett-Koehler.
Return on Investment
Involves comparing the training program's benefits to its costs
in monetary terms
Benefits: value the company gains
Direct costs: salaries for employees involved in training,
program materials, facilities, and travel
Indirect costs: costs not related directly to design and delivery
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Discussion
Describe the four levels of evaluation that make up
Kirkpatrick’s evaluation framework. Identify one example of
data at each level that might be collected to provide evidence
for the effectiveness of a class or training program in which you
have participated.
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Discussion
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Which Outcomes?
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Relevance
Reliability
Discrimination
Practicality
Relevance
The extent to which training outcomes are related to the learned
capabilities emphasized in the program
Contamination refers to the inclusion of inappropriate or
irrelevant outcomes
Deficiency refers to the omission of important information
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Deficiency, Relevance, & Contamination
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Reliability
The extent to which outcomes can be measured consistently
over time
Evaluators are concerned with consistency over time, such that
items do not change in meaning or interpretation over time
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Discrimination
The extent to which measured performance reflects a true
difference
We want tests that discriminate between high and low
performance
A test that is too easy may not discriminate
In this instance, both high and low performers would do well
and appear “good” even though they are not
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Practicality
The extent to which outcomes can be easily measured and
collected
Companies often claim that measurement is too burdensome
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Discussion
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Data Collection
Method Description
Interview
Conversation with one or more individuals to assess their
opinions, observations, and beliefs
Questionnaire
A standardized set of questions intended to assess opinions,
observations, and beliefs
Direct observation
Observing a task or set of tasks as they are performed and
recording what is seen
Tests and simulations
Structured situation to assess an individual’s knowledge or
proficiency to perform some task or behavior
Archival performance data
Use of existing information, such as files or reports
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Participant Reaction Questionnaire
Measures immediate reaction to program
Transforms “feelings” into numbers
Likert scale
Allows for numerical analysis
Mean (Average)
Standard deviation (Spread)
Helps compare instructors and programs
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Discussion
Identify and describe three potential problems with using self-
report measures (e.g., participant questionnaires) in HRD
evaluation. How can these problems be minimized?
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Use of Self-Report Data
Can provide:
Personality data
Attitudes
Perceptions
Potential problems:
Mono-method bias
Socially desirable responses
Response-Shift Bias
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Mono-method bias
If both reports in a before-and-after evaluation come from the
same person at the same time (say, after training), conclusions
may be questionable
The respondents may be more concerned about being consistent
in their answers than about providing accurate responses
Socially desirable responses
Respondents may report what they think the researcher (or boss)
wants to hear rather than the truth
Employees may be fearful or embarrassed to admit that they
learned nothing in a training program
Respondents’ perspectives of their skills before training change
during the training program and affect their after-training
assessment
Other methods may yield better results
Direct observation by trained observers like supervisors
Tests
Simulations
30
Post-test Only
Involves collecting only post-training outcomes
Appropriate when trainees can be expected to have similar
levels of proficiency prior to training
Strengthened with a control group
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Control Group
Group of employees similar to those who receive training
Don’t receive training at the same time as those who are trained
Receives the same evaluation measures as the group that is
trained
Allows for a comparison of their scores
The ideal scenario— Scores for the training group increase after
training, while those of the control group remain constant
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This provides fairly strong evidence that the training (and not
some other factor) was responsible for the changes on the
outcome measures
32
Pre-test / Post-test
Involves collecting both pre-training and post-training outcomes
to determine if a change has occurred
Is there a difference in outcomes before and after training?
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Pre-test / Post-test with Comparison Group
Includes pre-training and post-training outcomes and use of a
control group
If the post-training improvement is greater for the training
group, there is evidence that training was responsible
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Strong Factors for Good Research
Pretest-posttest with control group
Random assignment between training and control group
Collection of data over time
Time-series design
Number of respondents should be over thirty to be accurate
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Time-series design
Involves collecting measures at periodic intervals pre- and post-
training
A comparison group may be used
35
Discussion
Suppose you have been asked to design a program intended to
train airline flight attendant trainees in emergency evacuation
procedures. You are now designing the evaluation study to show
that the flight attendants understand the procedures and use
them on the job.
Which data collection methods do you think would be the most
useful in providing this evidence?
How might a type of learning outcome affect your choice(s) of
how to measure learning? Support your choices.
©SHRM 2009
Students should design evaluation instruments that reflect
Kirkpatrick’s four levels of evaluation.
36
Ethical Issues in Evaluation Research
Confidentiality
Informed consent
Withholding training
Pressure to produce positive results
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Withholding training
Use lottery to assign to control groups
Assure training will be provided if found to be effective
Train both groups but at different time
37
Assessing HRD in Dollar Terms
Effect of an HRD program on the organization’s effectiveness
Measured in terms of increased
Productivity
Timeliness
Cost savings
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Increased competition for investment dollars requires
organizations to decide whether to invest in training or to invest
in something else. A well-designed benefit-cost ratio analysis
can aid in the decision-making process by allowing several
different investment options to be compared with each other.
The problem is that some benefits derived from training can be
intangible and difficult to quantify. How do you measure and
put a dollar value on increased morale or better teamwork?
Consequently, gathering and compiling the information needed
for an accurate benefit-cost analysis can be a complicated task.
Source: U.S. Dept. of Labor Retrieved 09/02/08, from
http://www.careertools.org/pdf/AdvancedROI.pdf.
Making HRD programs investments leading to measurable
payoffs in the future
Two practical methods
Evaluation of training costs (return on investment (ROI))
Utility analysis
38
Cost-Benefit Analysis
Companies may desire to quantify whether the benefits of
training outweigh the costs
Cost-benefit analysis
Process of determining the economic impact of training using
accounting methods that look at training costs and benefits
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Cost Categories
program development or purchase
instructional materials
equipment and hardware
facilities
travel and lodging
salary of the trainer and support staff
cost of lost productivity or replacement workers while trainees
are away
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Calculate direct costs
Calculate indirect costs
Calculate development costs
Determine overhead costs
Determine compensation for participants
Sum total costs
Divide by number or trainees to get cost per participant
Overhead costs, often referred to as overhead or operating
expenses, refer to those expenses associated with running a
business that can't be linked to creating or producing a product
or service. They are the expenses the business incurs to stay in
business, regardless of its success level.
https://en.wikipedia.org/wiki/Overhead_(business)
40
Financial Benefits Accrued from Training
Increases in quality and profits
Reduction in waste and processing time
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A number of methods can be used to identify benefits
literature that summarizes benefits
pilot training programs
observing successful job performers asking trainees and
managers for estimates
41
Return on Investment (ROI)
Most common business ratio for determining performance
ROI = Net Benefits Training Costs
Process:
Identify annual change in outcomes
Place a monetary value on the outcomes
Determine training costs
Calculate net benefit
Divide net benefits by costs
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If ROI < 1, training costs more than benefits accrues
If ROI > 1 benefits accrue
Greater the ratio, the better the benefit
Increasing ROI Credibility
Use conservative cost estimates (error on high side)
Find reliable estimate sources
Explain all assumptions and techniques used to calculate costs
Rely on hard data whenever possible
Use the “Balanced Scorecard” shown earlier
Training appropriate for ROI analysis:
Clearly identified outcomes.
Not one-time events.
Broad-based and highly visible in the organization.
Strategically focused.
Training effects can be isolated.
Remember from the Kirkpatrick model that the higher the level
of evaluation, the more costly and difficult it will be to conduct
the evaluation. Therefore, it is important to remember that ROI
analysis may not be appropriate for all training programs.
Training programs best suited for ROI analysis must have
clearly identified outcomes from which the benefit can be
determined. They should be a reflection of the goals set in the
organization’s strategic plan. These are broad-based across the
organization and not one-time training events. The effects of
training can be isolated to ensure that the benefit is not a
reflection of other organizational factors.
Source: Noe, R. A. (2008).
42
Utility Analysis
Assessing the dollar value of training based on:
estimates of the difference in performance between trained and
untrained employees
number of individuals trained
length of time training is expected to influence performance
variability in performance in the untrained group of employees
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ΔU = (N)(T)(dt)(SDv) – C
Where
N = number of trainees
T = Time benefit expected to last
dt = Effect size
True size of difference in Std Dev terms
SDy = Dollar value of job performance in Std Dev terms
C = costs of training
Compute minimum annual benefits needed to break even
Use break even analysis to determine minimum effect size (dy)
that will yield required minimum benefit
Use the results from meta-analytic analysis to determine
expected cost and expected payoff
NOTE: Use the company statisticians and financial staff to help
(and they take partial ownership of results)
43
How Technology Impacts Evaluation
Reaction
Easy to gather continuous feedback online
Could use a discussion thread or “chat room” to allow trainees
to discuss their experiences with online learning
Learning
Very easy to test trainees electronically
Can also link to a learning management system
Behavior
Very hard to capture electronically
Some relevant data may be available in other information
systems, e.g., appraisals, promotions, turnover, and discipline
data
Results—Even harder to do online than traditionally, without
face-to-face interaction, feedback, and buy-in
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Big Data & Training
Big data help make decisions about human capital based on
data, rather than intuition and conventional wisdom
Big data can be used to:
evaluate the effectiveness of programs
determine their impact on business results
develop predictive models for forecasting training needs, course
enrollments, and outcomes
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How Evaluation SHOULD Be Conducted
Perform needs analysis
Develop explicit evaluation strategy
Have specific training objectives
Obtain participant reactions
Develop criterion instruments
Plan and execute evaluation
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When Evaluation May Not Be Necessary
Time constraints
Managers and trainees may lack expertise
The company may view training as an investment from which it
expects little or no return
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When Evaluation is a Must
The training is ongoing and has the potential to affect many
employees
The training program involves multiple classes and a large
number of trainees
The expertise exists to evaluate
The cost of training is significant
There is sufficient time and interest
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Note: Not all reasons from the text are listed.
48
Discussion
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Assessment
Assess needs
DesignImplementationEvaluation
Prioritize
needs
Define
objectives
Select
evaluation
criteria
Develop
lesson plan
Develop/acquire
materials
Select
trainer/leader
Select methods
and techniques
Schedule the
program/intervention
Determine
evaluation
design
Conduct
evaluation
of program
or intervention
Deliver the
HRD program
or intervention
Interpret
results
QUESTION 1
1. Data that are categorical but can be rank-ordered in a
meaningful way are called:
Nominal
Interval
Ordinal
Ratio
3.5 points
QUESTION 2
1. The “standard normal distribution” table (i.e., the z-table)
shows the relationship between two variables: the z-score and a
probability (i.e., an area under the normal distribution).
True
False
3.5 points
QUESTION 3
1. Given a normally distributed variable (x), the formula: z =
(x - µ) ÷ σ can be used to determine the value of x at a specific
point on the x-axis, if you know the z-score.
True
False
3.5 points
QUESTION 4
1. A probability distribution is a theoretical but a frequency
distribution is based on actual results/data.
True
False
3.5 points
QUESTION 5
1. Which of the following symbols represents the variance of
the population?
σ2
σ
μ
s2
3.5 points
QUESTION 6
1. When calculating a binomial probability, the answer must be
in the range of 0.00 to 1.00.
True
False
3.5 points
QUESTION 7
1. Which of the following is NOT an assumption for (property
of) the binomial distribution?
The trials are independent
Two outcomes are possible on each trial in the experiment
The experiment consists of n identical trials
The probabilities of success and failure at each trial must be
equal
3.5 points
QUESTION 8
1. A negative value of Z indicates:
The number of standard deviations a measurement is to the right
of the mean
The number of standard deviations a measurement is to the left
of the mean
That a mistake has been made in computations, since Z cannot
be negative
The area corresponding to the z-score is negative
3.5 points
QUESTION 9
1. A variable with equal distances between points on a scale,
which also has a true meaningful zero is:
Ordinal
Cardinal
Ratio
Nominal
3.5 points
QUESTION 10
1. A probability distribution showing the probability of x
successes in n trials, where the probability of success does not
change from trial to trial, is termed a:
uniform probability distribution
binomial probability distribution
t distribution
normal probability distribution
3.5 points
QUESTION 11
1. For which level(s) of measurement are arithmetic operations
inappropriate?
The ratio scale
The interval scale
Both the ratio and interval scales
The nominal scale
3.5 points
QUESTION 12
1. In a binomial experiment:
The probability does not change from trial to trial
The probability does change from trial to trial
The probability could change from trial to trial, depending on
the situation under consideration
None of the above
3.5 points
QUESTION 13
1. In constructing a frequency distribution, as the number of
classes are decreased, the class width:
Decreases
Remains unchanged
Increases
Can increase or decrease depending on the data values
3.5 points
QUESTION 14
1. The measure of central tendency that is the point at which
half the scores fall above and half the scores fall below is the:
Mode
Range
Median
Mean
3.5 points
QUESTION 15
1. In a sample of 800 students in a university, 240, or 30%, are
Business majors. The 30% is an example of:
A sample
A population
Statistical inference
Descriptive statistics
3.5 points
QUESTION 16
1. Given a normally distributed variable (x), if you know that
for a value of x = -27 the z-score = 0.67, what is the probability
of any x value being below -27?
0.9965
0.7486
-0.2514
0.2514
3.5 points
QUESTION 17
1. Data which uses numerical values, has an equal distance
between points on the scale, and does not have an absolute zero
is:
Nominal
Ordinal
Normal
Interval
3.5 points
QUESTION 18
1. The primary method for controlling/minimizing sampling
error is to:
Increase sampling bias
Take multiple samples
Select samples from a heterogeneous population
Increase sample size
3.5 points
QUESTION 19
1. A numerical value used as a summary measure for a sample,
such as sample mean, is known as a:
Population parameter
Sample parameter
Sample statistic
Population mean
3.5 points
QUESTION 20
1. The summaries of data, which may be tabular, graphical, or
numerical, are referred to as:
Inferential statistics
Descriptive statistics
Statistical inference
Report generation
3.5 points
QUESTION 21
1. The Quickie Sales Corporation has just been given a sales
estimate for the upcoming quarter. The estimate indicates that
sales (in millions of dollars) will be normally distributed with µ
= 325 and σ = 60. Assuming this estimate is accurate, what is
the probability that Quickie will have quarterly sales in excess
of $350 million?
QUESTION 22
The U.S. Postal Service handles seven basic types of letters and
cards: third class, second class, first class, air mail, special
delivery, registered and certified. The mail volume during 1977
is given in the table below. What was the average revenue per
ounce for these services during the year?
Type of Mailing
Ounces Delivered (in millions)
Price per Ounce
Third class
16,400
$0.05
Second class
24,100
0.08
First class
77,600
0.13
Air Mail
1,900
0.17
Special delivery
1,300
0.35
Registered
750
0.40
Certified
800
0.45
QUESTION 23
1. Here are the ages of 30 people who bought CD players at
Symphony Music Shop last week: 26, 37, 40, 18, 15, 45, 32,
68, 31, 37, 20, 32, 15, 27, 46, 44, 62, 58, 30, 42, 22, 26, 44, 41,
34, 55, 50, 63, 29, 22. Construct a frequency distribution
(table) with 6 classes to summarize these data.
QUESTION 1
1. Data that are categorical but can be rank-ordered in a
meaningful way are called:
Nominal
Interval
Ordinal
Ratio
3.5 points
QUESTION 2
1. The “standard normal distribution” table (i.e., the z-table)
shows the relationship between two variables: the z-score and a
probability (i.e., an area under the normal distribution).
True
False
3.5 points
QUESTION 3
1. Given a normally distributed variable (x), the formula: z =
(x - µ) ÷ σ can be used to determine the value of x at a specific
point on the x-axis, if you know the z-score.
True
False
3.5 points
QUESTION 4
1. A probability distribution is a theoretical but a frequency
distribution is based on actual results/data.
True
False
3.5 points
QUESTION 5
1. Which of the following symbols represents the variance of
the population?
σ2
σ
μ
s2
3.5 points
QUESTION 6
1. When calculating a binomial probability, the answer must be
in the range of 0.00 to 1.00.
True
False
3.5 points
QUESTION 7
1. Which of the following is NOT an assumption for (property
of) the binomial distribution?
The trials are independent
Two outcomes are possible on each trial in the experiment
The experiment consists of n identical trials
The probabilities of success and failure at each trial must be
equal
3.5 points
QUESTION 8
1. A negative value of Z indicates:
The number of standard deviations a measurement is to the right
of the mean
The number of standard deviations a measurement is to the left
of the mean
That a mistake has been made in computations, since Z cannot
be negative
The area corresponding to the z-score is negative
3.5 points
QUESTION 9
1. A variable with equal distances between points on a scale,
which also has a true meaningful zero is:
Ordinal
Cardinal
Ratio
Nominal
3.5 points
QUESTION 10
1. A probability distribution showing the probability of x
successes in n trials, where the probability of success does not
change from trial to trial, is termed a:
uniform probability distribution
binomial probability distribution
t distribution
normal probability distribution
3.5 points
QUESTION 11
1. For which level(s) of measurement are arithmetic operations
inappropriate?
The ratio scale
The interval scale
Both the ratio and interval scales
The nominal scale
3.5 points
QUESTION 12
1. In a binomial experiment:
The probability does not change from trial to trial
The probability does change from trial to trial
The probability could change from trial to trial, depending on
the situation under consideration
None of the above
3.5 points
QUESTION 13
1. In constructing a frequency distribution, as the number of
classes are decreased, the class width:
Decreases
Remains unchanged
Increases
Can increase or decrease depending on the data values
3.5 points
QUESTION 14
1. The measure of central tendency that is the point at which
half the scores fall above and half the scores fall below is the:
Mode
Range
Median
Mean
3.5 points
QUESTION 15
1. In a sample of 800 students in a university, 240, or 30%, are
Business majors. The 30% is an example of:
A sample
A population
Statistical inference
Descriptive statistics
3.5 points
QUESTION 16
1. Given a normally distributed variable (x), if you know that
for a value of x = -27 the z-score = 0.67, what is the probability
of any x value being below -27?
0.9965
0.7486
-0.2514
0.2514
3.5 points
QUESTION 17
1. Data which uses numerical values, has an equal distance
between points on the scale, and does not have an absolute zero
is:
Nominal
Ordinal
Normal
Interval
3.5 points
QUESTION 18
1. The primary method for controlling/minimizing sampling
error is to:
Increase sampling bias
Take multiple samples
Select samples from a heterogeneous population
Increase sample size
3.5 points
QUESTION 19
1. A numerical value used as a summary measure for a sample,
such as sample mean, is known as a:
Population parameter
Sample parameter
Sample statistic
Population mean
3.5 points
QUESTION 20
1. The summaries of data, which may be tabular, graphical, or
numerical, are referred to as:
Inferential statistics
Descriptive statistics
Statistical inference
Report generation
3.5 points
QUESTION 21
1. The Quickie Sales Corporation has just been given a sales
estimate for the upcoming quarter. The estimate indicates that
sales (in millions of dollars) will be normally distributed with µ
= 325 and σ = 60. Assuming this estimate is accurate, what is
the probability that Quickie will have quarterly sales in excess
of $350 million?
QUESTION 22
The U.S. Postal Service handles seven basic types of letters and
cards: third class, second class, first class, air mail, special
delivery, registered and certified. The mail volume during 1977
is given in the table below. What was the average revenue per
ounce for these services during the year?
Type of Mailing
Ounces Delivered (in millions)
Price per Ounce
Third class
16,400
$0.05
Second class
24,100
0.08
First class
77,600
0.13
Air Mail
1,900
0.17
Special delivery
1,300
0.35
Registered
750
0.40
Certified
800
0.45
QUESTION 23
1. Here are the ages of 30 people who bought CD players at
Symphony Music Shop last week: 26, 37, 40, 18, 15, 45, 32,
68, 31, 37, 20, 32, 15, 27, 46, 44, 62, 58, 30, 42, 22, 26, 44, 41,
34, 55, 50, 63, 29, 22. Construct a frequency distribution
(table) with 6 classes to summarize these data.
QUESTION 1
1. Data that are categorical but can be rank-ordered in a
meaningful way are called:
Nominal
Interval
Ordinal
Ratio
3.5 points
QUESTION 2
1. The “standard normal distribution” table (i.e., the z-table)
shows the relationship between two variables: the z-score and a
probability (i.e., an area under the normal distribution).
True
False
3.5 points
QUESTION 3
1. Given a normally distributed variable (x), the formula: z =
(x - µ) ÷ σ can be used to determine the value of x at a specific
point on the x-axis, if you know the z-score.
True
False
3.5 points
QUESTION 4
1. A probability distribution is a theoretical but a frequency
distribution is based on actual results/data.
True
False
3.5 points
QUESTION 5
1. Which of the following symbols represents the variance of
the population?
σ2
σ
μ
s2
3.5 points
QUESTION 6
1. When calculating a binomial probability, the answer must be
in the range of 0.00 to 1.00.
True
False
3.5 points
QUESTION 7
1. Which of the following is NOT an assumption for (property
of) the binomial distribution?
The trials are independent
Two outcomes are possible on each trial in the experiment
The experiment consists of n identical trials
The probabilities of success and failure at each trial must be
equal
3.5 points
QUESTION 8
1. A negative value of Z indicates:
The number of standard deviations a measurement is to the right
of the mean
The number of standard deviations a measurement is to the left
of the mean
That a mistake has been made in computations, since Z cannot
be negative
The area corresponding to the z-score is negative
3.5 points
QUESTION 9
1. A variable with equal distances between points on a scale,
which also has a true meaningful zero is:
Ordinal
Cardinal
Ratio
Nominal
3.5 points
QUESTION 10
1. A probability distribution showing the probability of x
successes in n trials, where the probability of success does not
change from trial to trial, is termed a:
uniform probability distribution
binomial probability distribution
t distribution
normal probability distribution
3.5 points
QUESTION 11
1. For which level(s) of measurement are arithmetic operations
inappropriate?
The ratio scale
The interval scale
Both the ratio and interval scales
The nominal scale
3.5 points
QUESTION 12
1. In a binomial experiment:
The probability does not change from trial to trial
The probability does change from trial to trial
The probability could change from trial to trial, depending on
the situation under consideration
None of the above
3.5 points
QUESTION 13
1. In constructing a frequency distribution, as the number of
classes are decreased, the class width:
Decreases
Remains unchanged
Increases
Can increase or decrease depending on the data values
3.5 points
QUESTION 14
1. The measure of central tendency that is the point at which
half the scores fall above and half the scores fall below is the:
Mode
Range
Median
Mean
3.5 points
QUESTION 15
1. In a sample of 800 students in a university, 240, or 30%, are
Business majors. The 30% is an example of:
A sample
A population
Statistical inference
Descriptive statistics
3.5 points
QUESTION 16
1. Given a normally distributed variable (x), if you know that
for a value of x = -27 the z-score = 0.67, what is the probability
of any x value being below -27?
0.9965
0.7486
-0.2514
0.2514
3.5 points
QUESTION 17
1. Data which uses numerical values, has an equal distance
between points on the scale, and does not have an absolute zero
is:
Nominal
Ordinal
Normal
Interval
3.5 points
QUESTION 18
1. The primary method for controlling/minimizing sampling
error is to:
Increase sampling bias
Take multiple samples
Select samples from a heterogeneous population
Increase sample size
3.5 points
QUESTION 19
1. A numerical value used as a summary measure for a sample,
such as sample mean, is known as a:
Population parameter
Sample parameter
Sample statistic
Population mean
3.5 points
QUESTION 20
1. The summaries of data, which may be tabular, graphical, or
numerical, are referred to as:
Inferential statistics
Descriptive statistics
Statistical inference
Report generation
3.5 points
QUESTION 21
1. The Quickie Sales Corporation has just been given a sales
estimate for the upcoming quarter. The estimate indicates that
sales (in millions of dollars) will be normally distributed with µ
= 325 and σ = 60. Assuming this estimate is accurate, what is
the probability that Quickie will have quarterly sales in excess
of $350 million?
QUESTION 22
The U.S. Postal Service handles seven basic types of letters and
cards: third class, second class, first class, air mail, special
delivery, registered and certified. The mail volume during 1977
is given in the table below. What was the average revenue per
ounce for these services during the year?
Type of Mailing
Ounces Delivered (in millions)
Price per Ounce
Third class
16,400
$0.05
Second class
24,100
0.08
First class
77,600
0.13
Air Mail
1,900
0.17
Special delivery
1,300
0.35
Registered
750
0.40
Certified
800
0.45
QUESTION 23
1. Here are the ages of 30 people who bought CD players at
Symphony Music Shop last week: 26, 37, 40, 18, 15, 45, 32,
68, 31, 37, 20, 32, 15, 27, 46, 44, 62, 58, 30, 42, 22, 26, 44, 41,
34, 55, 50, 63, 29, 22. Construct a frequency distribution
(table) with 6 classes to summarize these data.
Chapter 5
Designing Effective HRD Programs
Werner
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Learning Objectives
Write training objectives for a specific program
Identify several sources where HRD programs could be obtained
List the activities involved in employer designed HRD programs
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Basic Design Decisions
After the needs assessment is completed, data is on hand to
decide:
Where the training or HRD program is needed
What kind of training
Who needs to be trained
The conditions under which training will occur
Needs will have been prioritized as well
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
3
Importance of Program Design
Program design refers to the organization and coordination of
training
Program design directly influences knowledge and skill
acquisition
Copyright © 2017 McGraw-Hill Education. All rights reserved.
No reproduction or distribution without the prior written
consent of McGraw-Hill Education.
Programs must be carefully designed to ensure maximum
learning
4
Key Activities in HRD Design
Setting objectives
Selecting the trainer or vendor
Developing a lesson plan
Selecting program methods and techniques
Preparing materials
Scheduling the program
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Key Activities in HRD Design
Selecting program methods and techniques (including the
appropriate use of technology)
5
Training and HRD Process Model
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Defining the Objectives
Objective
“…description of a performance you want learners to be able to
exhibit before you consider them competent.” (Robert Mager)
Describe the intent and the desired result of the HRD program
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Objectives are based on the goals articulated for the training
program. They break the goals down into specific task activities
related to what skills must be learned by the trainees and how
those new skills will be demonstrated and evaluated at the end
of training.
Continuing the same example from the previous slide, an
appropriate training objective may be: “At the completion of the
training, supervisors will conduct performance appraisals that
reflect the cultural differences found in employees who are
dispersed geographically across the globe.”
SHRM Learning System. (2008). Human Resource
Development, 3-86 – 3-87.
7
Three Critical Aspects of Objectives
They should describe:
The performance the learners (trainees) should be able to do
The conditions under which they must do it
The criteria (how well they must do it) used in judging its
success
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Training objectives must describe conditions that can actually
be observed. Objectives that use phrases like “the employee will
understand” are not appropriate because “to understand” is not
observable. Good objectives are clear about what the trainee is
expected to do and should contain standards for performance
that can be measured. They should also identify the conditions
under which performance is expected.
8
Which Objective is Better?
In at least two computer languages, be able to write and test a
program to calculate arithmetic means
Discuss and illustrate principles and techniques of computer
programming
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Qualities of Useful Objectives—Performance
What a learner is expected to be able to do to be considered
competent
The objective describes the product or result of the doing
Example:
“Write a product profile for a proposed new product.”
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
SOURCE: From Mager, R. F. (1997). Preparing Instructional
Objectives (3rd ed., pp. 46–47, 55). The Center for Effective
Performance, Inc., 1100 Johnson Ferry Road, Suite 150,
Atlanta, GA 30342. http://www.cepworldwide.com 800-558-
4237. Reprinted with permission. All rights reserved. No
portion of these materials may be reproduced in any manner
without the express written consent from The Center for
Effective Performance, Inc.
Qualities of Useful Objectives—Conditions
Describes the important conditions (if any) under which the
performance is to occur
Example:
“Given all available engineering data regarding a proposed
product, trainee will write a product profile.”
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
SOURCE: From Mager, R. F. (1997). Preparing Instructional
Objectives (3rd ed., pp. 46–47, 55). The Center for Effective
Performance, Inc., 1100 Johnson Ferry Road, Suite 150,
Atlanta, GA 30342. http://www.cepworldwide.com 800-558-
4237. Reprinted with permission. All rights reserved. No
portion of these materials may be reproduced in any manner
without the express written consent from The Center for
Effective Performance, Inc.
Qualities of Useful Objectives—Criteria
Identify the criteria of acceptable performance by describing
how well the learner must perform in order to be considered
acceptable.
Example:
“The product profile must describe all of the commercial
characteristics of the product that are appropriate for its
introduction to the market, including descriptions of at least
three major product uses.”
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
SOURCE: From Mager, R. F. (1997). Preparing Instructional
Objectives (3rd ed., pp. 46–47, 55). The Center for Effective
Performance, Inc., 1100 Johnson Ferry Road, Suite 150,
Atlanta, GA 30342. http://www.cepworldwide.com 800-558-
4237. Reprinted with permission. All rights reserved. No
portion of these materials may be reproduced in any manner
without the express written consent from The Center for
Effective Performance, Inc.
12
ABCDs of Writing Objectives
Easy as A, B, C, D
Audience: Who?
Behavior: What do “they” do?
Condition: What is the setting and method of evaluation?
Degree: Measurement to be met.
Audience: The group of learners the objective is written f nn or
(“the learner” or “the student”).
Behavior: The action or observable verb which describes what
the learner will be able to do after completing the instruction
(“Describe”, “Compare/contrast”, “Demonstrate”).
Condition: The tools and resources the students will be able to
use and where to find them (in a lab, in the actual work setting).
Degree: The standard or degree of accuracy to be considered
proficient.
13
Example Verbs
Verbs to Use:
Discuss
Explain
Demonstrate
Identify
List
Perform
Compare/Contrast
Score (on an assessment)
Verbs to Avoid
Understand
Comprehend
Know
Do
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Exercise
Individually, practice writing objectives in ABCD format.
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
The “Make Versus Buy” Decision
Typical services available
Conducting needs assessment
Providing supplemental training materials
Conducting a train-the-trainer program
Designing a program
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Photo by: Ben Chams
Best use of available resources
Assisting with conducting needs assessment
Guiding internal staff to design or implement a program
Designing a program specifically for the organization
Providing supplemental training materials (exercises,
workbooks, computer software, videos)
Presenting a previously designed program
Conducting a train-the-trainer program
Typical Sources
Consulting firms
Educational institutions
Professional societies
Trade unions
Publishing houses
Governmental agencies
Nonprofit community-based organizations
16
Discussion
What are the advantages of designing an HRD program in-house
versus purchasing programs from vendors?
What are the major reasons to contract out?
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
The firm does not have the expertise to design the program in-
house
Management would not likely have the time to design the
program
Firm doesn’t have an HRD department or full-time HRD
professional
Expertise: When an organization lacks specialized KSAOs
Timeliness: When it is timelier
Number of Trainees: For just a few trainees use an outside
training agency
Subject Matter: If the subject matter is sensitive or proprietary
the HRD conduct the program in-house
Cost: Always considers cost
Size of HRD: The size of the HRD department
SOURCE: From Carnevale, P., Gainer, L. J., Villet, J., &
Holland, S. L. (1990). Training Partnerships: Linking
Employers and Providers (p. 6). Alexandria, VA: American
Society for Training and Development .
17
How to Choose a Vendor?
Cost
Credentials
Background
Experience
Philosophy
Delivery Method
Content
Actual Product
Results
Support: especially in terms of implementation and follow-up
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
The larger the number of trainees the greater the likelihood to
design the program itself; For just a few trainees use an outside
training agency
Cost: price relative to program content and quality
Credentials: including certificates, degrees, and other
documentation of the vendor’s expertise
Background: number of years in business and experience in the
particular content area
Experience: vendor’s prior clients, success with those clients,
references
Philosophy: comparison of the vendor’s philosophy to that of
the organization
Delivery Method: training methods and techniques used
Content: topics included in program or materials
Actual Product: including appearance, samples, or whether a
pilot program is available
Results: expected outcomes
Support: especially in terms of implementation and follow-up
18
Request for Proposal (RFP)
A request for proposal (RFP) is a document that outlines for
potential vendors:
service the company is seeking
number of employees to be trained
funding
expected date of project completion
follow-up process to determine level of satisfaction and service
Copyright © 2017 McGraw-Hill Education. All rights reserved.
No reproduction or distribution without the prior written
consent of McGraw-Hill Education.
type of references needed
19
Selecting the Trainer
Training competency
Subject matter expertise
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Training Competency
Knowledge and varied skills needed to design and implement a
training program
Subject matter expertise
Mastery of the subject matter
Training is most effective when trainers possess an advanced
level of expertise as instructors and facilitators
Helping Less Qualified Trainers
Teaming skilled trainers with in-house subject matter experts to
form an instructional team
Using a training technique that does not require a human
trainer, such as computer-aided or online instruction programs
Train-the-trainer programs, which involve identifying in-house
content experts who lack training skills and training them to
become effective trainers
20
Preparing a Lesson Plan
Lesson plan:
Content to be covered
Sequencing of activities
Timing and planning of each activity
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Content to be covered
Sequencing of activities
Selection or design of training media
Selection or development of experiential exercises, or both
Timing and planning of each activity
Selection of the method of instruction to be used
Number and type of evaluation items to be used
Translates program objectives into an executable training
session
Trainer’s guide for the actual delivery of the training content
Determines in advance what is to be covered and how much
time is devoted to each part of the session
21
Example Lesson Plan
Copyright © 2017 McGraw-Hill Education. All rights reserved.
No reproduction or distribution without the prior written
consent of McGraw-Hill Education.
Preparing Training Materials
Materials include
Program Announcements
Program Outlines or Syllabi
Training Manuals
Textbooks
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copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Preparing Training Materials
Inform target audience about training program
Purpose of program
When and where to be held
How to participate in program
Give sufficient lead time for trainee to schedule
Communicate the content, goals and expectations of the
program
Include:
Course objectives
Topical areas
Materials or tools needed
Requirements of each trainee
Tentative schedule
Training Manuals and Textbooks
Textbooks
Generally provide a broad treatment of subject
Training Manuals
Brief and hands-on
Buy or Develop?
Generally less expensive to purchase
Cengage “Text Choice” custom manuals
Copyright Laws
Get permission and give attribution
23
Scheduling the HRD Program
During or after the working hours
Day of the Week
Avoid Mondays and Fridays
Avoid holiday weeks
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Too early
Tardy or tired participants
Over lunch hour
When do they eat
Mid-afternoon
Sluggish circadian rhythms
Late in day
Distractions and need to leave early
Considerations
Peak work hours
Staff meeting times
Travel requirements
Training shift workers
Consult with managers and supervisors before scheduling
Do it well in advance of scheduling
Avoids organizational complaints
Other problems
Family obligations
Moonlighters
Tired trainees
Reluctance to give up free time
Inducements
Overtime pay
Comp time
Promotion
Holding at resort with leisure activities
24
The Training Site
Comfortable and accessible
Quiet, private, and free from interruptions
Sufficient space for trainees to move around easily
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No reproduction or distribution without the prior written
consent of McGraw-Hill Education.
Sufficient space for trainees to move around easily, offers
enough room for trainees to have adequate work space, and has
good visibility
25
Seating Arrangements
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No reproduction or distribution without the prior written
consent of McGraw-Hill Education.
26
When Does Each Work?
Fan-type seating
trainees can easily switch from listening to practicing in groups
Classroom-type seating
appropriate when lecture and audiovisual presentations are the
primary methods
Copyright © 2017 McGraw-Hill Education. All rights reserved.
No reproduction or distribution without the prior written
consent of McGraw-Hill Education.
When Does Each Work? (Cont.)
Conference-type seating
appropriate for total groups discussions (with no small group
interaction)
Horseshoe type-seating
appropriate for both presentation and total group instruction
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No reproduction or distribution without the prior written
consent of McGraw-Hill Education.
28
How to Increase Pre-Training Motivation
Communicate to trainees the purpose of the course
Assign pre-work
Managers should set expectations for learning
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No reproduction distribution without the prior written consent
of McGraw-Hill Education.
Communicate to trainees the purpose of the course, objectives,
prerequisites, and who else will be attending
Assign pre-work to ensure trainees come to the program with a
sense of focus and a basic understand of training content
Managers should encourage attendance and set expectations for
learning
29
Activity
Imagine you are the training manger of a hotel that will open
next year. Your GM asks you to develop a training program that
aims to boost the team spirit of the newly formed Executive
Committee Members.
Your GM suggests you organize a two-day course in a resort
location from 9 to 5 for both days.
Design a training program.
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Addressing the following questions in your program.
Objectives: What are the specific goals for training?
Content: What is being learned?
Activities: How are trainees learning?
Materials and resources: With what are trainees learning?
Grouping: With whom are trainees learning?
Location: Where are trainees learning?
Time: When are trainees learning?
Trainer role: How is the trainer facilitating/guiding learning?
The Training Budget
Management wants to know –
How much is this going to cost?
©SHRM 2009
How much is this going to cost?
31
The Training Budget (Cont.)
Fixed costs:
Those costs that remain the same no matter how many
individuals participate in the training.
Instructor’s salary.
Marketing/information distribution.
Variable costs:
Expenses that will vary depending on the number of participants
in the training program.
Printed hand-outs.
Lunch for participants.
©SHRM 2009
The Training Budget (Cont.)
Direct costs
All of the expenses involved in putting together the training
program:
Course development or purchase.
Printing.
Equipment rental.
Costs of needs assessment.
Evaluation of training.
©SHRM 2009
It is important to breakdown the training costs to identify all the
expenses involved with the training. Direct costs are all the
expenses involved in the actual putting together of the training
program. Don’t forget the expenses of doing the needs
assessment and the cost of evaluating the training upon
completion.
33
The Training Budget (Cont.)
Indirect costs:
Less obvious expenses, not directly related to the training:
Overhead.
Administrative and clerical salaries.
Employee fringe benefits (25 percent of salary).
Productivity loss.
©SHRM 2009
Indirect costs are not as evident and require some investigation.
It is important to estimate these costs as well. Overhead costs
include general organizational support such as administrative
assistance, fringe benefits and the use of facilities.
Indirect costs for training include loss of productivity while
trainees are off the job to attend training as well as other
employee time spent that is related to training. It is estimated
by a sales training firm that it takes a typical manager between
six and eight hours to prepare for one hour of training. What
about the cost of replacing the employee while he/she is
attending the course? Do you need to hire a temporary employee
to fill-in while the trainee is away?
If this is the first time you have done a training budget, you will
have to think to come up with all of the indirect costs, but as
you become more familiar with the budgeting process, the
indirect costs will become more obvious.
34
Are Employees Paid During Training?
FLSA: Nonexempt employees must be paid for training time
unless all four of the following requirements are met:
Attendance is outside of the employee’s regular working hours.
Attendance is voluntary.
The training is not directly related to the employee’s current job
title.
The employee does not perform any productive work during
attendance at the training.
©SHRM 2009
Training Costs
Trainer’s salary.
Trainee’s salary or wage.
Materials and supplies for training.
Development costs.
Consultant’s or contractor’s service fees.
Travel and living expense for trainer and trainees.
Transportation.
Equipment costs: Audiovisual and computer.
Support costs: Hours spent by clerical staff and managers
Postage, misc.
Lost production (opportunity costs).
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Training is Expensive
$164.2 billion
According to an estimate from ASTD, in 2012, U.S.
organizations spent $164.2 billion on employee learning.
©SHRM 2009
https://www.td.org/insights/1642-billion-spent-on-training-and-
development-by-us-companies
The Association for Talent Development (ATD) is a
professional membership organization supporting those who
develop the knowledge and skills of employees in organizations
around the world. The ATD Staff, along with a worldwide
network of volunteers work to empower professionals to
develop talent in the workplace.
37
DesignImplementationEvaluation
Define
objectives
Select
evaluation
criteria
Develop
lesson plan
Develop/acquire
materials
Select
trainer/leader
Select methods
and techniques
Schedule the
program/intervention
Determine
evaluation
design
Conduct
evaluation
of program
or intervention
Deliver the
HRD program
or intervention
Interpret
results
Assessment
Assess needs
Prioritize
needs
Chapter 2 Influences on Employee Behavior
Werner
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Learning Objectives
Identify the major external and internal factors that influence
employee behavior
State how a supervisor’s leadership and expectations for
employees can affect their behavior
Recognize the impact that coworkers and organizations
themselves have on employee behavior
Define motivation and describe the main approaches to
understanding motivation at work
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Goals of HRD
Ultimate objective is to improve organizational performance
Major focus of most HRD interventions is an effort to change
employee behavior
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Individual Performance is Multidimensional
Most HRD focuses on “Task Performance”
Behaviors central to doing one’s job
Organizational citizenship behaviors
Critical to organizational effectiveness
Not specific to any one task
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4
*Model of Employee Behavior
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classroom use.
*Major Categories Affecting Behavior
External forces
Outside the organization
State of economy/employment rate
Inside the work environment
Leadership
Coworkers
Outcomes of performance
Internal Forces
Within employee
Motivation
KSAs
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use as permitted in a license distributed with a certain product
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classroom use.
External Influences
General state of economy
Government intrusion
Global and technology issues
In spite of excellent work and production, external influences
can result in down-sizing to reduce costs
6
Supervisory Influences
Self-fulfilling prophecy
Supervisor's expectations can influence workers behavior
Leadership
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Leadership
Non-coercive influence to direct and coordinate the activities of
a group toward accomplishing a goal
7
Rewards Structure
Focuses on:
Types of rewards used
How rewards are distributed
The criteria for rewards distribution
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
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Job Design
Job design: The development and alteration of the components
of a job to improve productivity and the quality of an a
employee’s life
Altering the job may improve performance and attitudes
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Influence of Coworkers
They may offer or withhold friendship and recognition
Group dynamics such as group thinking and social loafing
Group norms
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use as permitted in a license distributed with a certain product
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classroom use.
Group Dynamic Characteristics
Groupthink—concerned with unanimity rather than making good
decisions
Social Loafing—tendency for individuals to reduce level of
effort as group becomes larger
Teamwork
Trust
Cohesiveness
10
Motivation
One of the basic elements of human behavior
“The success of many HRD programs depends in part on
whether the individual is motivated to participate, learn, and use
what is learned to improve performance.”
—Werner
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Factors to Consider
Work motivation pertains to voluntary behavior
Motivation focuses on:
Energizing—The generation or mobilization of effort
Direction—Applying effort to one behavior over another
Persistence—Continuing (or ceasing) to perform a behavior
11
Motivation—The Need-Based Approach
Underlying needs, such as the needs for safety or power, drive
motivation
Theories include:
Mazlow’s Needs Hierarchy
Alderfer’s Existence, Relatedness and Growth Theory
Herzberg’s Two-Factor Theory
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use as permitted in a license distributed with a certain product
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classroom use.
Motivation—Cognitive Process Approach
Motivation is a process controlled by conscious thoughts,
beliefs and judgments
Theories include:
Expectancy Theory
Goal-Setting Theory
Social Learning Theory
Equity Theory
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Motivation—Non-Cognitive Approach
Motivation is explained as an interaction between behavior and
external events without appealing to internal thoughts or needs
Theories include:
Reinforcement Theory
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The Need Activation–Need Satisfaction Process
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use as permitted in a license distributed with a certain product
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The Need-Based Approach—Mazlow’s Need Hierarchy
In Order of Importance
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The items above must be satisfied before those below can be
satisfied
16
The Need-Based Approach—Alderfer’s ERG Theory
Existence
Relatedness
Growth
Basically reduces Mazlow’s five to three items
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Need-Based Approach May Not Be Enough to Explain
Motivation
Weakness
Difficult to test and apply
However, some programs based on theories have been
successful
Job enrichment
Achievement motivation
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
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Cognitive Process Theories—Expectancy theory
Employees:
Believe they can perform successfully (high expectancy)
Believe are connected (high instrumentality) to outcomes they
desire (high valence)
Believe will prevent (negative instrumentality) outcomes they
want to avoid (negative valence)
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19
Discussion
How can supervisors and HRD professionals use expectancy
theory to increase employee’s motivation to attend the training
program?
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Employees will not attend HRD sessions unless
They will learn something
It will increase their job performance
They will be rewarded for their efforts
20
Cognitive Process Theories— Goal Setting Theory
Goals that are specific, difficult, and accepted by employees
lead to better performance
Feedback enhances effectiveness of goal setting
Goals must be achievable
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use as permitted in a license distributed with a certain product
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Goals can:
Mobilize employee effort
Direct their attention
Increase their persistence
Affect strategies used to accomplish a task
21
Cognitive Process Theories— Social Learning Theory
Outcome and self-efficacy expectations affect individual
performance
An outcome expectation:
Person’s belief that performing a given behavior will lead to a
given outcome
Self-efficacy:
People’s “judgement of the likelihood that he or she can
successfully perform a particular task or activity.”
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Activity: Test Your General
Self-efficacy (Schwarzer & Jerusalem, 1995)
1 = Not at all true 2 = Hardly true 3 = Moderately true 4 =
Exactly true
1 I can always manage to solve difficult problems if I try hard
enough.
2 If someone opposes me, I can find the means and ways to get
what I want.
3 It is easy for me to stick to my aims and accomplish my goals.
4 I am confident that I could deal efficiently with unexpected
events.
5 Thanks to my resourcefulness, I know how to handle
unforeseen situations.
6 I can solve most problems if I invest the necessary effort.
7 I can remain calm when facing difficulties because I can rely
on my coping abilities.
8 When I am confronted with a problem, I can usually find
several solutions.
9 If I am in trouble, I can usually think of a solution.
10 I can usually handle whatever comes my way.
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use as permitted in a license distributed with a certain product
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From: http://userpage.fuberlin.de/~health/engscal.htm
Cognitive Process Theories—Equity Theory
Motivation is strongly influenced by:
People’s desire to be treated fairly
People determine fairness by comparing their relevant returns
and contributions to those of others
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Motivation is strongly influenced by:
People’s desire to be treated fairly
Perceptions about whether they have been treated fairly
People develop beliefs about what is fair for them to receive in
exchange for the contributions that they make to the
organization
24
Discussion
How does Equity Theory relate to HRD?
How to use Equity Theory to improve HRD outcome?
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use as permitted in a license distributed with a certain product
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People who believe they have been treated unfairly (called
inequity) will experience tension, and they will be motivated to
find ways to reduce it
Reducing Feelings of Inequity
Cognitively distorting views of contributions or rewards (“She
must be smarter than I thought.”)
Influencing the perceived rival to change his or her
contributions or rewards (e.g., convincing the person to be less
productive)
Changing one’s own contributions or rewards (either working
harder or contributing less)
Comparing oneself to a different person leaving the situation
(requesting a transfer or quitting)
25
Non-cognitive Theory— Reinforcement Theory
Based on “Law of Effect”
Behavior that is followed by a pleasurable consequence will
occur more frequently—a process known as “reinforcement”
Behavior that is followed by an adverse consequence will occur
less frequently
An example of reinforcement
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Positive reinforcement refers to increasing the frequency of a
behavior by following the behavior with a pleasurable
consequence
Negative reinforcement increases the frequency of a behavior by
removing something aversive after the behavior is performed
Extinction seeks to decrease the frequency of a behavior by
removing the consequence that is reinforcing it
Punishment seeks to decrease the frequency of a behavior by
introducing an aversive consequence immediately after the
behavior
26
Attitudes
Second major influence on work behavior
Attitude: a person’s general feeling of favorableness or
unfavorableness toward some stimulus object
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
SOURCE: From Organizational Behavior 5th edition by
Hellriegel/Slocum/Woodman. © 1989. Reprinted with
permission
of South-Western, a division of Cengage Learning.
How Does Attitude Influence Behavior?
The Behavioral Intentions Model:
A combination of attitudes with perceived social pressure to
behave
in a certain manner influences an individual’s behavior
A combination of attitudes with perceived social pressure to
behave in a certain manner influences an individual’s behavior
28
Knowledge, Skills, and Abilities (KSAs)
If employees lack the KSAs to perform a task or behavior, they
will likely fail
Knowledge—an understanding of factors or principles related to
a particular subject
Skills—combine abilities with capabilities that are developed as
a result of training and experience
Abilities—general capacities related to the performance of a set
of tasks
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use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Discussion
Recall a time at work or school when you found it difficult to
motivate yourself to complete a required task (such as starting a
report or studying for an exam). Using two different motivation
theories, explain why this lack of motivation may have
occurred.
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Think-Share Activity
Take 5 minutes to read through the note you received, think
about your answers.
Share your answers with your group (each member has 1 minute
to share).
Share your group responses with the class.
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31
Economic
Conditions
Leadership
Performance
Expectations
Technological
Changes
Labor Market
Conditions
Factors in the External Environment
Supervision
Laws and
Regulations
Labor
Unions
Reward
Structures
Culture
Job Design
Organization
Motivation
Attitudes
Knowledge,
Skill, Ability
Employee
Norms
Group
Dynamics
Teamwork
Control Over
Outcomes
Coworkers
Task
Performance
Organizational
Citizenship
Behaviors
Behavior
Personal
Organizational
Outcomes
ProcessExample
Need is activated
Tension is created
Yes
No
Layoff announced;
Need for security
is activated
Tension expressed in
fear and worry
Improve performance?
Politics?
Job search?
Search for ways
to reduce tension
Performance improvement
leads management to
remove employee's
name from layoff list
Perform behaviors
to reduce tension
Fear and worry
significantly reduced
Tension eliminated
or significantly
reduced?
Need for security
satisfied
Need satisfied;
Need no longer
drives behavior
How likely is it that
I will reach my
performance goal?
Expectancy
Should I
exert effort?
How desirable or
undesirable are
these outcomes?
Valence
Will I receive various
outcomes if I reach
my performance goal?
Instrumentality
Beliefs about
behavior/outcome
relationships
Attitude
toward the
behavior
Beliefs about
group/society
norms
Perception
of norms
Perceived situational
or internal constraints
IntentionsBehavior
Chapter 11
Employee Counseling and Wellness Services
Werner
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Learning Objectives
Explain the need for employee counseling in organizations and
why counseling is an HRD activity
Describe the focus and effectiveness of three types of employee
counseling programs:
Employee assistance programs
Stress management interventions
Employee wellness/health promotion programs
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2
Personal Problems
Personal problems are a part of life
They can affect behavior at work as well as does one’s personal
life
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Such problems contribute to accidents, absenteeism and
turnover, poor decisions, decreases in productivity, and
increased costs
3
Reasons for Promoting Well-Being
Rising healthcare costs
Reduce workers' tardiness, absenteeism, turnover, lost time
from work because of illness and injury, and accidents
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4
Link Between Employee Counseling and Coaching
Much of coaching is focused on worker’s performance
Many work performance problems are tied to worker’s personal
lives
Employee counseling focuses on these problems
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Picture from: https://drseanalexander.org/70-2/
Much of coaching is focused on worker’s performance on job
and improving that performance
Many work performance problems are tied to worker’s personal
lives
Employee counseling focuses on these problems, especially on
how they effect worker performance
Supervisors should not try to solve or resolve the employee’s
problem themselves
Employee Counseling as an HRD Activity
Employee counseling is an HRD activity
Coaching and counseling are often intertwined
Supervisors are generally encouraged to provide early
identification and referral to a trained professional or
counseling service
Supervisors should not try to solve or resolve the employee’s
problem themselves
5
A Typical Counseling Program
Problem Identification
Education
Referral
Counseling
Treatment
Follow-up
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Who Provides the Service?
A counseling program in-house
A contracted-out independent service
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Employee Assistance Programs (EAP)
EAPs are defined as job-based programs operating within a
work organization for the purposes of:
Identifying troubled employees
Motivating them to resolve their troubles
Providing access to counseling or treatment for those employees
who need these services
Meet an Employee Assistance Program specialist
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Behavioral Problem Indicators
Absenteeism
On-the-job absences
High accident rates
Job performance issues
Poor relationships with coworkers
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
Absenteeism
Taking many absences without authorization
Using vacation days to cover frequent absences
On-the-job absences
Often away from one’s work area
Frequent tardiness after lunch or breaks
High accident rates
Accidents off the job that affect work performance
Accidents on the job due to carelessness, inattentiveness, etc.
Job performance issues
Complaints from coworkers or clients
Missing deadlines
Frequent shifts between high and low performance
Difficulty understanding instructions or new information
Poor relationships with coworkers
Extreme reactions to real or implied criticism
Large mood swings
Avoiding coworkers and friends
Increasing irritability or argumentativeness
9
Substance Abuse
Alcohol and drug abuse
Greater risk for accidents, injuries, disciplinary problems, and
involuntary turnover
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
21.8 million Americans are current illicit drug users
47% of industrial injuries are due to alcohol use
Estimated that companies lose over $7,000 per year for every
employee who abuses alcohol or drugs
10
Mental Health
About 21 million adults in the United States experience a
depressive illness in any given year
© 2017 Cengage Learning. All Rights Reserved. May not be
copied, scanned, or duplicated, in whole or in part, except for
use as permitted in a license distributed with a certain product
or service or otherwise on a password-protected website for
classroom use.
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Evaluating HRD Programs

  • 1. Chapter 7 Evaluating HRD Programs Werner © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Learning Objectives Define evaluation and explain its role in HRD Discuss the various types of evaluation information available and compare the methods of data collection Explain the role of research design in HRD evaluation Describe the ethical issues involved in conducting HRD evaluation © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 2. Learning Objectives (cont.) Identify and explain the choices available for translating evaluation results into dollar terms Calculate a utility estimate for a target organization. Discuss how technology impacts HRD evaluation © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Questions to Consider How do you evaluate training and HRD? What measures can be used to evaluate training? Is there one best way to evaluate training? What should be considered as one prepares to evaluate HRD? What are the ethical issues involved in evaluating HRD? How can the value of HRD be expressed in terms of costs and benefits, or dollars and cents? © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 3. Key Terms Training effectiveness: benefits receive from training Training evaluation: process of determining training effectiveness Training outcomes: measures to evaluate training effectiveness Evaluation design: data will be collected and which data will be collected for training evaluation Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Training and HRD Process © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 4. Evaluation Can Help identify a program’s strengths and weaknesses assess what features of training content and context matter identify which trainees benefited gather information for marketing training determine financial benefits and costs © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. 7 Why Not Done Frequently? Conducting an evaluation is not easy Many external factors can affect whether employee performance improves Makes it difficult to evaluate the impact of just the training HRD managers afraid of criticism and program cuts © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 5. Kirkpatrick’s Framework Reaction Did trainees like program? Did trainees think it valuable? Learning Did they learn what objections said they should learn? Job Behavior Did they use learning back on job? Results Has HRD improved organization’s effectiveness? © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Most organizations do not collect information on all four types of outcomes About one-third of organizations use Kirkpatrick’s model Some feel it only measures after training Others feel it is more of a taxonomy of outcomes 9
  • 6. Kirkpatrick’s Shortcomings Lack of explicit causal relationships among the different levels Lack of specificity in dealing with different types of learning outcomes Lack of direction concerning which measures are appropriate to assess which outcome measures © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Training Outcomes Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Results Learning & Cognitive Outcomes
  • 7. Behavior & Skill-Based Outcomes Reactions Return on Investment Reaction Trainees’ perceptions of the training experience relating to the content, facilities, trainer, and methods How did participants react to the program? Typically measured through attitude questionnaires at the end of training © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. In the first evaluation level, students are asked to rate the training after completing the program. These are sometimes called smile sheets because in their simplest form, they ask students how well they liked the training. This level is often measured through attitude questionnaires that are distributed at the end of training. It can also be done through focus groups of training participants.
  • 8. This level measures reaction only; learners identify if they were satisfied with the training. It does not indicate if learners acquired any knew knowledge or skills, nor does it indicate that any new learning will be carried back to the workplace. If learners react poorly to the training and indicate dissatisfaction at this evaluation level, trainers must determine if the negative results are due to poor program design or unskilled delivery. Source: Clark, D. R. (2008). Instructional System Design. Retrieved 09/03/08 from http://www.nwlink.com/~donclark/hrd/sat6.html. “Why Measure Training Effectiveness?” (2008) Retrieved 09/03/08 from http://www.businessperform.com/html/evaluating_training_effe ctiven.html 12 Learning & Cognitive Outcomes Relate to familiarity with information, including principles, facts, techniques, procedures, and processes Typically measured via paper-and-pencil tests and self- assessments Tests often preferred over self-assessments Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education.
  • 9. Cognitive learning How much did trainees learn from the training? Post-training learning How much learning does the trainee demonstrate immediately after training? Retention How much learning does the trainee demonstrate back on the job? The second evaluation level is used to determine learning results. Did students actually learn the knowledge, skills and attitudes the program was supposed to teach? It asks the questions: What knowledge was acquired? What skills were developed or enhanced? What attitudes were changed? The results are usually determined by pre-and post-test scores and on-the-job assessments or reports from supervisors. The second evaluation level is not as widely used as the first level, but it is still very common. “Why Measure Training Effectiveness?” (2008) Retrieved 09/03/08 from http://www.businessperform.com/html/evaluating_training_effe ctiven.html Clark, D. R. (2008), “Instructional System Design;” Retrieved 09/03/08 from http://www.nwlink.com/~donclark/hrd/sat6.html
  • 10. 13 Behavior & Skill-Based Outcomes Relate to proficiency with technical skills, motor skills, and behavior Include learning and transfer Learning often assessed via work samples Transfer often assessed via observation or managerial/peer ratings Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Behavior What behavior change occurred as a result of training? Training performance How well can trainees demonstrate the newly acquired skills at the end of training? Transfer performance How well can trainees demonstrate the newly acquired skills back on the job? Kirkpatrick’s third evaluation level explores the consequences of the learner’s behavior. Has the learner transferred the learning back to changed performance in the workplace? Can
  • 11. the learner actually put the newly acquired skills to use on the job? This is referred to as transfer of training. No matter how good the training program was, if participants cannot (or will not) use the new skills and knowledge on the job, the training has little value to the employer. Ideally, this evaluation is conducted three to six months after completion of the training program. This allows time for learners to implement new skills, and retention rates can be evaluated. Evaluation is done by observation of learners on the job, or through self-evaluation or evaluation from supervisors, peers or others who work directly with the learner. Source: Clark, D. R. (2008). Kruse, K. Evaluating e-Learning: Introduction to the Kirkpatrick Model. Retrieved 09/02/08 from http://www.e- learningguru.com/articles/art2_8.htm. 14 Results Outcomes used to determine the benefits of training to the company e.g., reduced costs, increased employee retention, increased sales, improved quality or customer service Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education.
  • 12. Results What tangible outcomes or results occurred as a result of training? Kirkpatrick’s level four evaluates the final results of the training. It asks the question – What effect has the training achieved? Effects can include such things as morale, teamwork, and most certainly, the monetary effect on the organization’s bottom line. Management wants to know if they received value for the training dollars spent and what their return on investment was. Collecting and analyzing evaluation at this level can be difficult and time-consuming. Part of the difficulty comes from the challenge of isolating the training variable from other factors in the organization that may also affect learners’ behaviors. When employee behavior changes, it is difficult to know if the change is the result of training or the result of some other environmental factor. Level four evaluations are done through financial reports, quality inspections and interviews with management personnel. Source: Clark, D. R. (2008). Kruse, K. Evaluating e-Learning: Introduction to the Kirkpatrick Model. Retrieved 09/02/08 from: http://www.e- learningguru.com/articles/art_2_8.htm. ____. (2008). Why Measure Training Effectiveness? Retrieved 09/03/08 from http://www.businessperform.com/html/evaluating_training_effe ctiven.html.
  • 13. 15 Levels of Evaluation vs. Value Kirkpatrick, & Kirkpatrick, 2006 ©SHRM 2009 The difficulty and cost of conducting evaluations increases as you move up the levels. Organizations and trainers must carefully consider which levels of evaluations are appropriate for which training programs. Most commonly, level one evaluations are conducted for all training. Level two--learning evaluations--are generally conducted for skills training programs. Level three evaluations–behavior—for strategic programs and level four--results evaluations—are appropriate only for broad-based, high-budget training programs. Unfortunately, the easy evaluation instruments used at level one don’t give results that have much value to the organization. The value of the information obtained from the process increases as evaluation moves to higher levels. Level four–results–is the most difficult to assess and yet reveals the most valuable information. Source: Kirkpatrick, D.L, Kirkpatrick, J. D. (2006). Evaluating Training Programs: The Four Levels. Barrett-Koehler.
  • 14. Return on Investment Involves comparing the training program's benefits to its costs in monetary terms Benefits: value the company gains Direct costs: salaries for employees involved in training, program materials, facilities, and travel Indirect costs: costs not related directly to design and delivery Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Discussion Describe the four levels of evaluation that make up Kirkpatrick’s evaluation framework. Identify one example of data at each level that might be collected to provide evidence for the effectiveness of a class or training program in which you have participated. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 15. Discussion © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Which Outcomes? Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Relevance Reliability Discrimination Practicality Relevance The extent to which training outcomes are related to the learned capabilities emphasized in the program
  • 16. Contamination refers to the inclusion of inappropriate or irrelevant outcomes Deficiency refers to the omission of important information Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Deficiency, Relevance, & Contamination Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Reliability The extent to which outcomes can be measured consistently over time Evaluators are concerned with consistency over time, such that items do not change in meaning or interpretation over time Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education.
  • 17. Discrimination The extent to which measured performance reflects a true difference We want tests that discriminate between high and low performance A test that is too easy may not discriminate In this instance, both high and low performers would do well and appear “good” even though they are not Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Practicality The extent to which outcomes can be easily measured and collected Companies often claim that measurement is too burdensome Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education.
  • 18. Discussion © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Data Collection Method Description Interview Conversation with one or more individuals to assess their opinions, observations, and beliefs Questionnaire A standardized set of questions intended to assess opinions, observations, and beliefs Direct observation Observing a task or set of tasks as they are performed and recording what is seen Tests and simulations Structured situation to assess an individual’s knowledge or proficiency to perform some task or behavior Archival performance data Use of existing information, such as files or reports © 2017 Cengage Learning. All Rights Reserved. May not be
  • 19. copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Participant Reaction Questionnaire Measures immediate reaction to program Transforms “feelings” into numbers Likert scale Allows for numerical analysis Mean (Average) Standard deviation (Spread) Helps compare instructors and programs © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Discussion Identify and describe three potential problems with using self- report measures (e.g., participant questionnaires) in HRD evaluation. How can these problems be minimized?
  • 20. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Use of Self-Report Data Can provide: Personality data Attitudes Perceptions Potential problems: Mono-method bias Socially desirable responses Response-Shift Bias © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Mono-method bias If both reports in a before-and-after evaluation come from the
  • 21. same person at the same time (say, after training), conclusions may be questionable The respondents may be more concerned about being consistent in their answers than about providing accurate responses Socially desirable responses Respondents may report what they think the researcher (or boss) wants to hear rather than the truth Employees may be fearful or embarrassed to admit that they learned nothing in a training program Respondents’ perspectives of their skills before training change during the training program and affect their after-training assessment Other methods may yield better results Direct observation by trained observers like supervisors Tests Simulations 30 Post-test Only Involves collecting only post-training outcomes Appropriate when trainees can be expected to have similar levels of proficiency prior to training Strengthened with a control group Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education.
  • 22. Control Group Group of employees similar to those who receive training Don’t receive training at the same time as those who are trained Receives the same evaluation measures as the group that is trained Allows for a comparison of their scores The ideal scenario— Scores for the training group increase after training, while those of the control group remain constant © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. This provides fairly strong evidence that the training (and not some other factor) was responsible for the changes on the outcome measures 32 Pre-test / Post-test Involves collecting both pre-training and post-training outcomes to determine if a change has occurred Is there a difference in outcomes before and after training? Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written
  • 23. consent of McGraw-Hill Education. Pre-test / Post-test with Comparison Group Includes pre-training and post-training outcomes and use of a control group If the post-training improvement is greater for the training group, there is evidence that training was responsible Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Strong Factors for Good Research Pretest-posttest with control group Random assignment between training and control group Collection of data over time Time-series design Number of respondents should be over thirty to be accurate © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 24. Time-series design Involves collecting measures at periodic intervals pre- and post- training A comparison group may be used 35 Discussion Suppose you have been asked to design a program intended to train airline flight attendant trainees in emergency evacuation procedures. You are now designing the evaluation study to show that the flight attendants understand the procedures and use them on the job. Which data collection methods do you think would be the most useful in providing this evidence? How might a type of learning outcome affect your choice(s) of how to measure learning? Support your choices. ©SHRM 2009 Students should design evaluation instruments that reflect Kirkpatrick’s four levels of evaluation.
  • 25. 36 Ethical Issues in Evaluation Research Confidentiality Informed consent Withholding training Pressure to produce positive results © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Withholding training Use lottery to assign to control groups Assure training will be provided if found to be effective Train both groups but at different time 37 Assessing HRD in Dollar Terms Effect of an HRD program on the organization’s effectiveness Measured in terms of increased Productivity Timeliness Cost savings © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product
  • 26. or service or otherwise on a password-protected website for classroom use. Increased competition for investment dollars requires organizations to decide whether to invest in training or to invest in something else. A well-designed benefit-cost ratio analysis can aid in the decision-making process by allowing several different investment options to be compared with each other. The problem is that some benefits derived from training can be intangible and difficult to quantify. How do you measure and put a dollar value on increased morale or better teamwork? Consequently, gathering and compiling the information needed for an accurate benefit-cost analysis can be a complicated task. Source: U.S. Dept. of Labor Retrieved 09/02/08, from http://www.careertools.org/pdf/AdvancedROI.pdf. Making HRD programs investments leading to measurable payoffs in the future Two practical methods Evaluation of training costs (return on investment (ROI)) Utility analysis 38 Cost-Benefit Analysis Companies may desire to quantify whether the benefits of training outweigh the costs Cost-benefit analysis
  • 27. Process of determining the economic impact of training using accounting methods that look at training costs and benefits Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Cost Categories program development or purchase instructional materials equipment and hardware facilities travel and lodging salary of the trainer and support staff cost of lost productivity or replacement workers while trainees are away Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Calculate direct costs Calculate indirect costs Calculate development costs Determine overhead costs
  • 28. Determine compensation for participants Sum total costs Divide by number or trainees to get cost per participant Overhead costs, often referred to as overhead or operating expenses, refer to those expenses associated with running a business that can't be linked to creating or producing a product or service. They are the expenses the business incurs to stay in business, regardless of its success level. https://en.wikipedia.org/wiki/Overhead_(business) 40 Financial Benefits Accrued from Training Increases in quality and profits Reduction in waste and processing time Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. A number of methods can be used to identify benefits literature that summarizes benefits pilot training programs observing successful job performers asking trainees and managers for estimates 41 Return on Investment (ROI)
  • 29. Most common business ratio for determining performance ROI = Net Benefits Training Costs Process: Identify annual change in outcomes Place a monetary value on the outcomes Determine training costs Calculate net benefit Divide net benefits by costs © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. If ROI < 1, training costs more than benefits accrues If ROI > 1 benefits accrue Greater the ratio, the better the benefit Increasing ROI Credibility Use conservative cost estimates (error on high side) Find reliable estimate sources Explain all assumptions and techniques used to calculate costs Rely on hard data whenever possible Use the “Balanced Scorecard” shown earlier Training appropriate for ROI analysis: Clearly identified outcomes. Not one-time events.
  • 30. Broad-based and highly visible in the organization. Strategically focused. Training effects can be isolated. Remember from the Kirkpatrick model that the higher the level of evaluation, the more costly and difficult it will be to conduct the evaluation. Therefore, it is important to remember that ROI analysis may not be appropriate for all training programs. Training programs best suited for ROI analysis must have clearly identified outcomes from which the benefit can be determined. They should be a reflection of the goals set in the organization’s strategic plan. These are broad-based across the organization and not one-time training events. The effects of training can be isolated to ensure that the benefit is not a reflection of other organizational factors. Source: Noe, R. A. (2008). 42 Utility Analysis Assessing the dollar value of training based on: estimates of the difference in performance between trained and untrained employees number of individuals trained length of time training is expected to influence performance variability in performance in the untrained group of employees Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education.
  • 31. ΔU = (N)(T)(dt)(SDv) – C Where N = number of trainees T = Time benefit expected to last dt = Effect size True size of difference in Std Dev terms SDy = Dollar value of job performance in Std Dev terms C = costs of training Compute minimum annual benefits needed to break even Use break even analysis to determine minimum effect size (dy) that will yield required minimum benefit Use the results from meta-analytic analysis to determine expected cost and expected payoff NOTE: Use the company statisticians and financial staff to help (and they take partial ownership of results) 43 How Technology Impacts Evaluation Reaction Easy to gather continuous feedback online Could use a discussion thread or “chat room” to allow trainees to discuss their experiences with online learning Learning Very easy to test trainees electronically Can also link to a learning management system Behavior Very hard to capture electronically Some relevant data may be available in other information systems, e.g., appraisals, promotions, turnover, and discipline data Results—Even harder to do online than traditionally, without
  • 32. face-to-face interaction, feedback, and buy-in © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Big Data & Training Big data help make decisions about human capital based on data, rather than intuition and conventional wisdom Big data can be used to: evaluate the effectiveness of programs determine their impact on business results develop predictive models for forecasting training needs, course enrollments, and outcomes Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. How Evaluation SHOULD Be Conducted Perform needs analysis Develop explicit evaluation strategy Have specific training objectives
  • 33. Obtain participant reactions Develop criterion instruments Plan and execute evaluation © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. When Evaluation May Not Be Necessary Time constraints Managers and trainees may lack expertise The company may view training as an investment from which it expects little or no return Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. When Evaluation is a Must The training is ongoing and has the potential to affect many employees The training program involves multiple classes and a large
  • 34. number of trainees The expertise exists to evaluate The cost of training is significant There is sufficient time and interest Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Note: Not all reasons from the text are listed. 48 Discussion © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Assessment Assess needs DesignImplementationEvaluation Prioritize needs
  • 35. Define objectives Select evaluation criteria Develop lesson plan Develop/acquire materials Select trainer/leader Select methods and techniques Schedule the program/intervention Determine evaluation design Conduct evaluation of program or intervention Deliver the HRD program or intervention Interpret results QUESTION 1 1. Data that are categorical but can be rank-ordered in a meaningful way are called: Nominal
  • 36. Interval Ordinal Ratio 3.5 points QUESTION 2 1. The “standard normal distribution” table (i.e., the z-table) shows the relationship between two variables: the z-score and a probability (i.e., an area under the normal distribution). True False 3.5 points QUESTION 3 1. Given a normally distributed variable (x), the formula: z = (x - µ) ÷ σ can be used to determine the value of x at a specific point on the x-axis, if you know the z-score. True False 3.5 points QUESTION 4 1. A probability distribution is a theoretical but a frequency distribution is based on actual results/data. True False 3.5 points QUESTION 5 1. Which of the following symbols represents the variance of the population?
  • 37. σ2 σ μ s2 3.5 points QUESTION 6 1. When calculating a binomial probability, the answer must be in the range of 0.00 to 1.00. True False 3.5 points QUESTION 7 1. Which of the following is NOT an assumption for (property of) the binomial distribution? The trials are independent Two outcomes are possible on each trial in the experiment The experiment consists of n identical trials The probabilities of success and failure at each trial must be equal 3.5 points
  • 38. QUESTION 8 1. A negative value of Z indicates: The number of standard deviations a measurement is to the right of the mean The number of standard deviations a measurement is to the left of the mean That a mistake has been made in computations, since Z cannot be negative The area corresponding to the z-score is negative 3.5 points QUESTION 9 1. A variable with equal distances between points on a scale, which also has a true meaningful zero is: Ordinal Cardinal Ratio Nominal 3.5 points
  • 39. QUESTION 10 1. A probability distribution showing the probability of x successes in n trials, where the probability of success does not change from trial to trial, is termed a: uniform probability distribution binomial probability distribution t distribution normal probability distribution 3.5 points QUESTION 11 1. For which level(s) of measurement are arithmetic operations inappropriate? The ratio scale The interval scale Both the ratio and interval scales The nominal scale
  • 40. 3.5 points QUESTION 12 1. In a binomial experiment: The probability does not change from trial to trial The probability does change from trial to trial The probability could change from trial to trial, depending on the situation under consideration None of the above 3.5 points QUESTION 13 1. In constructing a frequency distribution, as the number of classes are decreased, the class width: Decreases Remains unchanged Increases Can increase or decrease depending on the data values
  • 41. 3.5 points QUESTION 14 1. The measure of central tendency that is the point at which half the scores fall above and half the scores fall below is the: Mode Range Median Mean 3.5 points QUESTION 15 1. In a sample of 800 students in a university, 240, or 30%, are Business majors. The 30% is an example of: A sample A population Statistical inference Descriptive statistics 3.5 points QUESTION 16
  • 42. 1. Given a normally distributed variable (x), if you know that for a value of x = -27 the z-score = 0.67, what is the probability of any x value being below -27? 0.9965 0.7486 -0.2514 0.2514 3.5 points QUESTION 17 1. Data which uses numerical values, has an equal distance between points on the scale, and does not have an absolute zero is: Nominal Ordinal Normal Interval 3.5 points QUESTION 18 1. The primary method for controlling/minimizing sampling
  • 43. error is to: Increase sampling bias Take multiple samples Select samples from a heterogeneous population Increase sample size 3.5 points QUESTION 19 1. A numerical value used as a summary measure for a sample, such as sample mean, is known as a: Population parameter Sample parameter Sample statistic Population mean 3.5 points QUESTION 20 1. The summaries of data, which may be tabular, graphical, or numerical, are referred to as:
  • 44. Inferential statistics Descriptive statistics Statistical inference Report generation 3.5 points QUESTION 21 1. The Quickie Sales Corporation has just been given a sales estimate for the upcoming quarter. The estimate indicates that sales (in millions of dollars) will be normally distributed with µ = 325 and σ = 60. Assuming this estimate is accurate, what is the probability that Quickie will have quarterly sales in excess of $350 million? QUESTION 22 The U.S. Postal Service handles seven basic types of letters and cards: third class, second class, first class, air mail, special delivery, registered and certified. The mail volume during 1977 is given in the table below. What was the average revenue per ounce for these services during the year? Type of Mailing Ounces Delivered (in millions) Price per Ounce Third class 16,400 $0.05
  • 45. Second class 24,100 0.08 First class 77,600 0.13 Air Mail 1,900 0.17 Special delivery 1,300 0.35 Registered 750 0.40 Certified 800 0.45 QUESTION 23 1. Here are the ages of 30 people who bought CD players at Symphony Music Shop last week: 26, 37, 40, 18, 15, 45, 32, 68, 31, 37, 20, 32, 15, 27, 46, 44, 62, 58, 30, 42, 22, 26, 44, 41, 34, 55, 50, 63, 29, 22. Construct a frequency distribution (table) with 6 classes to summarize these data. QUESTION 1 1. Data that are categorical but can be rank-ordered in a meaningful way are called: Nominal
  • 46. Interval Ordinal Ratio 3.5 points QUESTION 2 1. The “standard normal distribution” table (i.e., the z-table) shows the relationship between two variables: the z-score and a probability (i.e., an area under the normal distribution). True False 3.5 points QUESTION 3 1. Given a normally distributed variable (x), the formula: z = (x - µ) ÷ σ can be used to determine the value of x at a specific point on the x-axis, if you know the z-score. True False 3.5 points QUESTION 4 1. A probability distribution is a theoretical but a frequency distribution is based on actual results/data. True False 3.5 points QUESTION 5 1. Which of the following symbols represents the variance of the population?
  • 47. σ2 σ μ s2 3.5 points QUESTION 6 1. When calculating a binomial probability, the answer must be in the range of 0.00 to 1.00. True False 3.5 points QUESTION 7 1. Which of the following is NOT an assumption for (property of) the binomial distribution? The trials are independent Two outcomes are possible on each trial in the experiment The experiment consists of n identical trials The probabilities of success and failure at each trial must be equal 3.5 points QUESTION 8
  • 48. 1. A negative value of Z indicates: The number of standard deviations a measurement is to the right of the mean The number of standard deviations a measurement is to the left of the mean That a mistake has been made in computations, since Z cannot be negative The area corresponding to the z-score is negative 3.5 points QUESTION 9 1. A variable with equal distances between points on a scale, which also has a true meaningful zero is: Ordinal Cardinal Ratio Nominal 3.5 points QUESTION 10
  • 49. 1. A probability distribution showing the probability of x successes in n trials, where the probability of success does not change from trial to trial, is termed a: uniform probability distribution binomial probability distribution t distribution normal probability distribution 3.5 points QUESTION 11 1. For which level(s) of measurement are arithmetic operations inappropriate? The ratio scale The interval scale Both the ratio and interval scales The nominal scale 3.5 points
  • 50. QUESTION 12 1. In a binomial experiment: The probability does not change from trial to trial The probability does change from trial to trial The probability could change from trial to trial, depending on the situation under consideration None of the above 3.5 points QUESTION 13 1. In constructing a frequency distribution, as the number of classes are decreased, the class width: Decreases Remains unchanged Increases Can increase or decrease depending on the data values 3.5 points
  • 51. QUESTION 14 1. The measure of central tendency that is the point at which half the scores fall above and half the scores fall below is the: Mode Range Median Mean 3.5 points QUESTION 15 1. In a sample of 800 students in a university, 240, or 30%, are Business majors. The 30% is an example of: A sample A population Statistical inference Descriptive statistics 3.5 points QUESTION 16 1. Given a normally distributed variable (x), if you know that
  • 52. for a value of x = -27 the z-score = 0.67, what is the probability of any x value being below -27? 0.9965 0.7486 -0.2514 0.2514 3.5 points QUESTION 17 1. Data which uses numerical values, has an equal distance between points on the scale, and does not have an absolute zero is: Nominal Ordinal Normal Interval 3.5 points QUESTION 18 1. The primary method for controlling/minimizing sampling error is to:
  • 53. Increase sampling bias Take multiple samples Select samples from a heterogeneous population Increase sample size 3.5 points QUESTION 19 1. A numerical value used as a summary measure for a sample, such as sample mean, is known as a: Population parameter Sample parameter Sample statistic Population mean 3.5 points QUESTION 20 1. The summaries of data, which may be tabular, graphical, or numerical, are referred to as:
  • 54. Inferential statistics Descriptive statistics Statistical inference Report generation 3.5 points QUESTION 21 1. The Quickie Sales Corporation has just been given a sales estimate for the upcoming quarter. The estimate indicates that sales (in millions of dollars) will be normally distributed with µ = 325 and σ = 60. Assuming this estimate is accurate, what is the probability that Quickie will have quarterly sales in excess of $350 million? QUESTION 22 The U.S. Postal Service handles seven basic types of letters and cards: third class, second class, first class, air mail, special delivery, registered and certified. The mail volume during 1977 is given in the table below. What was the average revenue per ounce for these services during the year? Type of Mailing Ounces Delivered (in millions) Price per Ounce Third class 16,400 $0.05 Second class
  • 55. 24,100 0.08 First class 77,600 0.13 Air Mail 1,900 0.17 Special delivery 1,300 0.35 Registered 750 0.40 Certified 800 0.45 QUESTION 23 1. Here are the ages of 30 people who bought CD players at Symphony Music Shop last week: 26, 37, 40, 18, 15, 45, 32, 68, 31, 37, 20, 32, 15, 27, 46, 44, 62, 58, 30, 42, 22, 26, 44, 41, 34, 55, 50, 63, 29, 22. Construct a frequency distribution (table) with 6 classes to summarize these data. QUESTION 1 1. Data that are categorical but can be rank-ordered in a meaningful way are called: Nominal Interval
  • 56. Ordinal Ratio 3.5 points QUESTION 2 1. The “standard normal distribution” table (i.e., the z-table) shows the relationship between two variables: the z-score and a probability (i.e., an area under the normal distribution). True False 3.5 points QUESTION 3 1. Given a normally distributed variable (x), the formula: z = (x - µ) ÷ σ can be used to determine the value of x at a specific point on the x-axis, if you know the z-score. True False 3.5 points QUESTION 4 1. A probability distribution is a theoretical but a frequency distribution is based on actual results/data. True False 3.5 points QUESTION 5 1. Which of the following symbols represents the variance of the population? σ2
  • 57. σ μ s2 3.5 points QUESTION 6 1. When calculating a binomial probability, the answer must be in the range of 0.00 to 1.00. True False 3.5 points QUESTION 7 1. Which of the following is NOT an assumption for (property of) the binomial distribution? The trials are independent Two outcomes are possible on each trial in the experiment The experiment consists of n identical trials The probabilities of success and failure at each trial must be equal 3.5 points QUESTION 8 1. A negative value of Z indicates:
  • 58. The number of standard deviations a measurement is to the right of the mean The number of standard deviations a measurement is to the left of the mean That a mistake has been made in computations, since Z cannot be negative The area corresponding to the z-score is negative 3.5 points QUESTION 9 1. A variable with equal distances between points on a scale, which also has a true meaningful zero is: Ordinal Cardinal Ratio Nominal 3.5 points QUESTION 10 1. A probability distribution showing the probability of x
  • 59. successes in n trials, where the probability of success does not change from trial to trial, is termed a: uniform probability distribution binomial probability distribution t distribution normal probability distribution 3.5 points QUESTION 11 1. For which level(s) of measurement are arithmetic operations inappropriate? The ratio scale The interval scale Both the ratio and interval scales The nominal scale 3.5 points QUESTION 12
  • 60. 1. In a binomial experiment: The probability does not change from trial to trial The probability does change from trial to trial The probability could change from trial to trial, depending on the situation under consideration None of the above 3.5 points QUESTION 13 1. In constructing a frequency distribution, as the number of classes are decreased, the class width: Decreases Remains unchanged Increases Can increase or decrease depending on the data values 3.5 points QUESTION 14
  • 61. 1. The measure of central tendency that is the point at which half the scores fall above and half the scores fall below is the: Mode Range Median Mean 3.5 points QUESTION 15 1. In a sample of 800 students in a university, 240, or 30%, are Business majors. The 30% is an example of: A sample A population Statistical inference Descriptive statistics 3.5 points QUESTION 16 1. Given a normally distributed variable (x), if you know that for a value of x = -27 the z-score = 0.67, what is the probability
  • 62. of any x value being below -27? 0.9965 0.7486 -0.2514 0.2514 3.5 points QUESTION 17 1. Data which uses numerical values, has an equal distance between points on the scale, and does not have an absolute zero is: Nominal Ordinal Normal Interval 3.5 points QUESTION 18 1. The primary method for controlling/minimizing sampling error is to:
  • 63. Increase sampling bias Take multiple samples Select samples from a heterogeneous population Increase sample size 3.5 points QUESTION 19 1. A numerical value used as a summary measure for a sample, such as sample mean, is known as a: Population parameter Sample parameter Sample statistic Population mean 3.5 points QUESTION 20 1. The summaries of data, which may be tabular, graphical, or numerical, are referred to as:
  • 64. Inferential statistics Descriptive statistics Statistical inference Report generation 3.5 points QUESTION 21 1. The Quickie Sales Corporation has just been given a sales estimate for the upcoming quarter. The estimate indicates that sales (in millions of dollars) will be normally distributed with µ = 325 and σ = 60. Assuming this estimate is accurate, what is the probability that Quickie will have quarterly sales in excess of $350 million? QUESTION 22 The U.S. Postal Service handles seven basic types of letters and cards: third class, second class, first class, air mail, special delivery, registered and certified. The mail volume during 1977 is given in the table below. What was the average revenue per ounce for these services during the year? Type of Mailing Ounces Delivered (in millions) Price per Ounce Third class 16,400 $0.05 Second class 24,100
  • 65. 0.08 First class 77,600 0.13 Air Mail 1,900 0.17 Special delivery 1,300 0.35 Registered 750 0.40 Certified 800 0.45 QUESTION 23 1. Here are the ages of 30 people who bought CD players at Symphony Music Shop last week: 26, 37, 40, 18, 15, 45, 32, 68, 31, 37, 20, 32, 15, 27, 46, 44, 62, 58, 30, 42, 22, 26, 44, 41, 34, 55, 50, 63, 29, 22. Construct a frequency distribution (table) with 6 classes to summarize these data. Chapter 5 Designing Effective HRD Programs Werner © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 66. Learning Objectives Write training objectives for a specific program Identify several sources where HRD programs could be obtained List the activities involved in employer designed HRD programs © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Basic Design Decisions After the needs assessment is completed, data is on hand to decide: Where the training or HRD program is needed What kind of training Who needs to be trained The conditions under which training will occur Needs will have been prioritized as well © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for
  • 67. classroom use. 3 Importance of Program Design Program design refers to the organization and coordination of training Program design directly influences knowledge and skill acquisition Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Programs must be carefully designed to ensure maximum learning 4 Key Activities in HRD Design Setting objectives
  • 68. Selecting the trainer or vendor Developing a lesson plan Selecting program methods and techniques Preparing materials Scheduling the program © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Key Activities in HRD Design Selecting program methods and techniques (including the appropriate use of technology) 5 Training and HRD Process Model © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 69. Defining the Objectives Objective “…description of a performance you want learners to be able to exhibit before you consider them competent.” (Robert Mager) Describe the intent and the desired result of the HRD program © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Objectives are based on the goals articulated for the training program. They break the goals down into specific task activities related to what skills must be learned by the trainees and how those new skills will be demonstrated and evaluated at the end of training. Continuing the same example from the previous slide, an appropriate training objective may be: “At the completion of the training, supervisors will conduct performance appraisals that reflect the cultural differences found in employees who are dispersed geographically across the globe.” SHRM Learning System. (2008). Human Resource Development, 3-86 – 3-87.
  • 70. 7 Three Critical Aspects of Objectives They should describe: The performance the learners (trainees) should be able to do The conditions under which they must do it The criteria (how well they must do it) used in judging its success © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Training objectives must describe conditions that can actually be observed. Objectives that use phrases like “the employee will understand” are not appropriate because “to understand” is not observable. Good objectives are clear about what the trainee is expected to do and should contain standards for performance that can be measured. They should also identify the conditions under which performance is expected. 8 Which Objective is Better? In at least two computer languages, be able to write and test a program to calculate arithmetic means Discuss and illustrate principles and techniques of computer programming
  • 71. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Qualities of Useful Objectives—Performance What a learner is expected to be able to do to be considered competent The objective describes the product or result of the doing Example: “Write a product profile for a proposed new product.” © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. SOURCE: From Mager, R. F. (1997). Preparing Instructional Objectives (3rd ed., pp. 46–47, 55). The Center for Effective Performance, Inc., 1100 Johnson Ferry Road, Suite 150, Atlanta, GA 30342. http://www.cepworldwide.com 800-558- 4237. Reprinted with permission. All rights reserved. No portion of these materials may be reproduced in any manner without the express written consent from The Center for Effective Performance, Inc.
  • 72. Qualities of Useful Objectives—Conditions Describes the important conditions (if any) under which the performance is to occur Example: “Given all available engineering data regarding a proposed product, trainee will write a product profile.” © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. SOURCE: From Mager, R. F. (1997). Preparing Instructional Objectives (3rd ed., pp. 46–47, 55). The Center for Effective Performance, Inc., 1100 Johnson Ferry Road, Suite 150, Atlanta, GA 30342. http://www.cepworldwide.com 800-558- 4237. Reprinted with permission. All rights reserved. No portion of these materials may be reproduced in any manner without the express written consent from The Center for Effective Performance, Inc. Qualities of Useful Objectives—Criteria Identify the criteria of acceptable performance by describing how well the learner must perform in order to be considered acceptable.
  • 73. Example: “The product profile must describe all of the commercial characteristics of the product that are appropriate for its introduction to the market, including descriptions of at least three major product uses.” © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. SOURCE: From Mager, R. F. (1997). Preparing Instructional Objectives (3rd ed., pp. 46–47, 55). The Center for Effective Performance, Inc., 1100 Johnson Ferry Road, Suite 150, Atlanta, GA 30342. http://www.cepworldwide.com 800-558- 4237. Reprinted with permission. All rights reserved. No portion of these materials may be reproduced in any manner without the express written consent from The Center for Effective Performance, Inc. 12 ABCDs of Writing Objectives Easy as A, B, C, D Audience: Who? Behavior: What do “they” do? Condition: What is the setting and method of evaluation? Degree: Measurement to be met.
  • 74. Audience: The group of learners the objective is written f nn or (“the learner” or “the student”). Behavior: The action or observable verb which describes what the learner will be able to do after completing the instruction (“Describe”, “Compare/contrast”, “Demonstrate”). Condition: The tools and resources the students will be able to use and where to find them (in a lab, in the actual work setting). Degree: The standard or degree of accuracy to be considered proficient. 13 Example Verbs Verbs to Use: Discuss Explain Demonstrate Identify List Perform Compare/Contrast Score (on an assessment) Verbs to Avoid Understand Comprehend Know Do
  • 75. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Exercise Individually, practice writing objectives in ABCD format. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. The “Make Versus Buy” Decision Typical services available Conducting needs assessment Providing supplemental training materials Conducting a train-the-trainer program Designing a program © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product
  • 76. or service or otherwise on a password-protected website for classroom use. Photo by: Ben Chams Best use of available resources Assisting with conducting needs assessment Guiding internal staff to design or implement a program Designing a program specifically for the organization Providing supplemental training materials (exercises, workbooks, computer software, videos) Presenting a previously designed program Conducting a train-the-trainer program Typical Sources Consulting firms Educational institutions Professional societies Trade unions Publishing houses Governmental agencies Nonprofit community-based organizations 16 Discussion What are the advantages of designing an HRD program in-house versus purchasing programs from vendors? What are the major reasons to contract out? © 2017 Cengage Learning. All Rights Reserved. May not be
  • 77. copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. The firm does not have the expertise to design the program in- house Management would not likely have the time to design the program Firm doesn’t have an HRD department or full-time HRD professional Expertise: When an organization lacks specialized KSAOs Timeliness: When it is timelier Number of Trainees: For just a few trainees use an outside training agency Subject Matter: If the subject matter is sensitive or proprietary the HRD conduct the program in-house Cost: Always considers cost Size of HRD: The size of the HRD department SOURCE: From Carnevale, P., Gainer, L. J., Villet, J., & Holland, S. L. (1990). Training Partnerships: Linking Employers and Providers (p. 6). Alexandria, VA: American Society for Training and Development . 17 How to Choose a Vendor?
  • 78. Cost Credentials Background Experience Philosophy Delivery Method Content Actual Product Results Support: especially in terms of implementation and follow-up © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. The larger the number of trainees the greater the likelihood to design the program itself; For just a few trainees use an outside training agency Cost: price relative to program content and quality Credentials: including certificates, degrees, and other documentation of the vendor’s expertise Background: number of years in business and experience in the particular content area Experience: vendor’s prior clients, success with those clients, references Philosophy: comparison of the vendor’s philosophy to that of
  • 79. the organization Delivery Method: training methods and techniques used Content: topics included in program or materials Actual Product: including appearance, samples, or whether a pilot program is available Results: expected outcomes Support: especially in terms of implementation and follow-up 18 Request for Proposal (RFP) A request for proposal (RFP) is a document that outlines for potential vendors: service the company is seeking number of employees to be trained funding expected date of project completion follow-up process to determine level of satisfaction and service Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. type of references needed 19 Selecting the Trainer Training competency Subject matter expertise © 2017 Cengage Learning. All Rights Reserved. May not be
  • 80. copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Training Competency Knowledge and varied skills needed to design and implement a training program Subject matter expertise Mastery of the subject matter Training is most effective when trainers possess an advanced level of expertise as instructors and facilitators Helping Less Qualified Trainers Teaming skilled trainers with in-house subject matter experts to form an instructional team Using a training technique that does not require a human trainer, such as computer-aided or online instruction programs Train-the-trainer programs, which involve identifying in-house content experts who lack training skills and training them to become effective trainers 20 Preparing a Lesson Plan Lesson plan: Content to be covered Sequencing of activities Timing and planning of each activity
  • 81. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Content to be covered Sequencing of activities Selection or design of training media Selection or development of experiential exercises, or both Timing and planning of each activity Selection of the method of instruction to be used Number and type of evaluation items to be used Translates program objectives into an executable training session Trainer’s guide for the actual delivery of the training content Determines in advance what is to be covered and how much time is devoted to each part of the session 21 Example Lesson Plan Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education.
  • 82. Preparing Training Materials Materials include Program Announcements Program Outlines or Syllabi Training Manuals Textbooks © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Preparing Training Materials Inform target audience about training program Purpose of program When and where to be held How to participate in program Give sufficient lead time for trainee to schedule Communicate the content, goals and expectations of the program Include:
  • 83. Course objectives Topical areas Materials or tools needed Requirements of each trainee Tentative schedule Training Manuals and Textbooks Textbooks Generally provide a broad treatment of subject Training Manuals Brief and hands-on Buy or Develop? Generally less expensive to purchase Cengage “Text Choice” custom manuals Copyright Laws Get permission and give attribution 23 Scheduling the HRD Program During or after the working hours Day of the Week Avoid Mondays and Fridays Avoid holiday weeks © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 84. Too early Tardy or tired participants Over lunch hour When do they eat Mid-afternoon Sluggish circadian rhythms Late in day Distractions and need to leave early Considerations Peak work hours Staff meeting times Travel requirements Training shift workers Consult with managers and supervisors before scheduling Do it well in advance of scheduling Avoids organizational complaints Other problems Family obligations Moonlighters Tired trainees Reluctance to give up free time Inducements Overtime pay Comp time Promotion Holding at resort with leisure activities 24 The Training Site Comfortable and accessible Quiet, private, and free from interruptions
  • 85. Sufficient space for trainees to move around easily Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. Sufficient space for trainees to move around easily, offers enough room for trainees to have adequate work space, and has good visibility 25 Seating Arrangements Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. 26 When Does Each Work? Fan-type seating trainees can easily switch from listening to practicing in groups
  • 86. Classroom-type seating appropriate when lecture and audiovisual presentations are the primary methods Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. When Does Each Work? (Cont.) Conference-type seating appropriate for total groups discussions (with no small group interaction) Horseshoe type-seating appropriate for both presentation and total group instruction Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction or distribution without the prior written consent of McGraw-Hill Education. 28 How to Increase Pre-Training Motivation
  • 87. Communicate to trainees the purpose of the course Assign pre-work Managers should set expectations for learning Copyright © 2017 McGraw-Hill Education. All rights reserved. No reproduction distribution without the prior written consent of McGraw-Hill Education. Communicate to trainees the purpose of the course, objectives, prerequisites, and who else will be attending Assign pre-work to ensure trainees come to the program with a sense of focus and a basic understand of training content Managers should encourage attendance and set expectations for learning 29 Activity Imagine you are the training manger of a hotel that will open next year. Your GM asks you to develop a training program that aims to boost the team spirit of the newly formed Executive Committee Members. Your GM suggests you organize a two-day course in a resort location from 9 to 5 for both days. Design a training program.
  • 88. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Addressing the following questions in your program. Objectives: What are the specific goals for training? Content: What is being learned? Activities: How are trainees learning? Materials and resources: With what are trainees learning? Grouping: With whom are trainees learning? Location: Where are trainees learning? Time: When are trainees learning? Trainer role: How is the trainer facilitating/guiding learning? The Training Budget Management wants to know – How much is this going to cost? ©SHRM 2009 How much is this going to cost?
  • 89. 31 The Training Budget (Cont.) Fixed costs: Those costs that remain the same no matter how many individuals participate in the training. Instructor’s salary. Marketing/information distribution. Variable costs: Expenses that will vary depending on the number of participants in the training program. Printed hand-outs. Lunch for participants. ©SHRM 2009 The Training Budget (Cont.) Direct costs All of the expenses involved in putting together the training program: Course development or purchase. Printing. Equipment rental. Costs of needs assessment. Evaluation of training. ©SHRM 2009
  • 90. It is important to breakdown the training costs to identify all the expenses involved with the training. Direct costs are all the expenses involved in the actual putting together of the training program. Don’t forget the expenses of doing the needs assessment and the cost of evaluating the training upon completion. 33 The Training Budget (Cont.) Indirect costs: Less obvious expenses, not directly related to the training: Overhead. Administrative and clerical salaries. Employee fringe benefits (25 percent of salary). Productivity loss. ©SHRM 2009 Indirect costs are not as evident and require some investigation. It is important to estimate these costs as well. Overhead costs include general organizational support such as administrative assistance, fringe benefits and the use of facilities. Indirect costs for training include loss of productivity while
  • 91. trainees are off the job to attend training as well as other employee time spent that is related to training. It is estimated by a sales training firm that it takes a typical manager between six and eight hours to prepare for one hour of training. What about the cost of replacing the employee while he/she is attending the course? Do you need to hire a temporary employee to fill-in while the trainee is away? If this is the first time you have done a training budget, you will have to think to come up with all of the indirect costs, but as you become more familiar with the budgeting process, the indirect costs will become more obvious. 34 Are Employees Paid During Training? FLSA: Nonexempt employees must be paid for training time unless all four of the following requirements are met: Attendance is outside of the employee’s regular working hours. Attendance is voluntary. The training is not directly related to the employee’s current job title. The employee does not perform any productive work during attendance at the training. ©SHRM 2009 Training Costs Trainer’s salary. Trainee’s salary or wage. Materials and supplies for training.
  • 92. Development costs. Consultant’s or contractor’s service fees. Travel and living expense for trainer and trainees. Transportation. Equipment costs: Audiovisual and computer. Support costs: Hours spent by clerical staff and managers Postage, misc. Lost production (opportunity costs). © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Training is Expensive $164.2 billion According to an estimate from ASTD, in 2012, U.S. organizations spent $164.2 billion on employee learning. ©SHRM 2009 https://www.td.org/insights/1642-billion-spent-on-training-and-
  • 93. development-by-us-companies The Association for Talent Development (ATD) is a professional membership organization supporting those who develop the knowledge and skills of employees in organizations around the world. The ATD Staff, along with a worldwide network of volunteers work to empower professionals to develop talent in the workplace. 37 DesignImplementationEvaluation Define objectives Select evaluation criteria Develop lesson plan Develop/acquire materials Select trainer/leader Select methods and techniques Schedule the program/intervention Determine evaluation design Conduct evaluation of program or intervention Deliver the HRD program or intervention Interpret
  • 94. results Assessment Assess needs Prioritize needs Chapter 2 Influences on Employee Behavior Werner © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Learning Objectives Identify the major external and internal factors that influence employee behavior State how a supervisor’s leadership and expectations for employees can affect their behavior Recognize the impact that coworkers and organizations themselves have on employee behavior Define motivation and describe the main approaches to understanding motivation at work © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for
  • 95. use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Goals of HRD Ultimate objective is to improve organizational performance Major focus of most HRD interventions is an effort to change employee behavior © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Individual Performance is Multidimensional Most HRD focuses on “Task Performance” Behaviors central to doing one’s job Organizational citizenship behaviors Critical to organizational effectiveness Not specific to any one task © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for
  • 96. classroom use. 4 *Model of Employee Behavior © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. *Major Categories Affecting Behavior External forces Outside the organization State of economy/employment rate Inside the work environment Leadership Coworkers Outcomes of performance Internal Forces
  • 97. Within employee Motivation KSAs © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. External Influences General state of economy Government intrusion Global and technology issues In spite of excellent work and production, external influences can result in down-sizing to reduce costs 6 Supervisory Influences Self-fulfilling prophecy Supervisor's expectations can influence workers behavior Leadership © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 98. Leadership Non-coercive influence to direct and coordinate the activities of a group toward accomplishing a goal 7 Rewards Structure Focuses on: Types of rewards used How rewards are distributed The criteria for rewards distribution © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Job Design Job design: The development and alteration of the components of a job to improve productivity and the quality of an a employee’s life
  • 99. Altering the job may improve performance and attitudes © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Influence of Coworkers They may offer or withhold friendship and recognition Group dynamics such as group thinking and social loafing Group norms © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Group Dynamic Characteristics Groupthink—concerned with unanimity rather than making good decisions Social Loafing—tendency for individuals to reduce level of
  • 100. effort as group becomes larger Teamwork Trust Cohesiveness 10 Motivation One of the basic elements of human behavior “The success of many HRD programs depends in part on whether the individual is motivated to participate, learn, and use what is learned to improve performance.” —Werner © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Factors to Consider Work motivation pertains to voluntary behavior Motivation focuses on: Energizing—The generation or mobilization of effort Direction—Applying effort to one behavior over another Persistence—Continuing (or ceasing) to perform a behavior 11 Motivation—The Need-Based Approach
  • 101. Underlying needs, such as the needs for safety or power, drive motivation Theories include: Mazlow’s Needs Hierarchy Alderfer’s Existence, Relatedness and Growth Theory Herzberg’s Two-Factor Theory © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Motivation—Cognitive Process Approach Motivation is a process controlled by conscious thoughts, beliefs and judgments Theories include: Expectancy Theory Goal-Setting Theory Social Learning Theory Equity Theory © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 102. Motivation—Non-Cognitive Approach Motivation is explained as an interaction between behavior and external events without appealing to internal thoughts or needs Theories include: Reinforcement Theory © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. The Need Activation–Need Satisfaction Process © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 103. The Need-Based Approach—Mazlow’s Need Hierarchy In Order of Importance © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. The items above must be satisfied before those below can be satisfied 16 The Need-Based Approach—Alderfer’s ERG Theory Existence Relatedness Growth Basically reduces Mazlow’s five to three items © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 104. Need-Based Approach May Not Be Enough to Explain Motivation Weakness Difficult to test and apply However, some programs based on theories have been successful Job enrichment Achievement motivation © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Cognitive Process Theories—Expectancy theory Employees: Believe they can perform successfully (high expectancy) Believe are connected (high instrumentality) to outcomes they desire (high valence) Believe will prevent (negative instrumentality) outcomes they want to avoid (negative valence)
  • 105. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. 19 Discussion How can supervisors and HRD professionals use expectancy theory to increase employee’s motivation to attend the training program? © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 106. Employees will not attend HRD sessions unless They will learn something It will increase their job performance They will be rewarded for their efforts 20 Cognitive Process Theories— Goal Setting Theory Goals that are specific, difficult, and accepted by employees lead to better performance Feedback enhances effectiveness of goal setting Goals must be achievable © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Goals can: Mobilize employee effort Direct their attention Increase their persistence Affect strategies used to accomplish a task 21 Cognitive Process Theories— Social Learning Theory Outcome and self-efficacy expectations affect individual performance
  • 107. An outcome expectation: Person’s belief that performing a given behavior will lead to a given outcome Self-efficacy: People’s “judgement of the likelihood that he or she can successfully perform a particular task or activity.” © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Activity: Test Your General Self-efficacy (Schwarzer & Jerusalem, 1995) 1 = Not at all true 2 = Hardly true 3 = Moderately true 4 = Exactly true 1 I can always manage to solve difficult problems if I try hard enough. 2 If someone opposes me, I can find the means and ways to get what I want. 3 It is easy for me to stick to my aims and accomplish my goals. 4 I am confident that I could deal efficiently with unexpected events. 5 Thanks to my resourcefulness, I know how to handle unforeseen situations. 6 I can solve most problems if I invest the necessary effort. 7 I can remain calm when facing difficulties because I can rely on my coping abilities. 8 When I am confronted with a problem, I can usually find
  • 108. several solutions. 9 If I am in trouble, I can usually think of a solution. 10 I can usually handle whatever comes my way. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. From: http://userpage.fuberlin.de/~health/engscal.htm Cognitive Process Theories—Equity Theory Motivation is strongly influenced by: People’s desire to be treated fairly People determine fairness by comparing their relevant returns and contributions to those of others © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Motivation is strongly influenced by: People’s desire to be treated fairly
  • 109. Perceptions about whether they have been treated fairly People develop beliefs about what is fair for them to receive in exchange for the contributions that they make to the organization 24 Discussion How does Equity Theory relate to HRD? How to use Equity Theory to improve HRD outcome? © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. People who believe they have been treated unfairly (called inequity) will experience tension, and they will be motivated to find ways to reduce it Reducing Feelings of Inequity Cognitively distorting views of contributions or rewards (“She must be smarter than I thought.”) Influencing the perceived rival to change his or her contributions or rewards (e.g., convincing the person to be less productive) Changing one’s own contributions or rewards (either working
  • 110. harder or contributing less) Comparing oneself to a different person leaving the situation (requesting a transfer or quitting) 25 Non-cognitive Theory— Reinforcement Theory Based on “Law of Effect” Behavior that is followed by a pleasurable consequence will occur more frequently—a process known as “reinforcement” Behavior that is followed by an adverse consequence will occur less frequently An example of reinforcement © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Positive reinforcement refers to increasing the frequency of a behavior by following the behavior with a pleasurable consequence Negative reinforcement increases the frequency of a behavior by removing something aversive after the behavior is performed Extinction seeks to decrease the frequency of a behavior by removing the consequence that is reinforcing it Punishment seeks to decrease the frequency of a behavior by introducing an aversive consequence immediately after the behavior
  • 111. 26 Attitudes Second major influence on work behavior Attitude: a person’s general feeling of favorableness or unfavorableness toward some stimulus object © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. SOURCE: From Organizational Behavior 5th edition by Hellriegel/Slocum/Woodman. © 1989. Reprinted with permission of South-Western, a division of Cengage Learning. How Does Attitude Influence Behavior? The Behavioral Intentions Model: A combination of attitudes with perceived social pressure to behave in a certain manner influences an individual’s behavior
  • 112. A combination of attitudes with perceived social pressure to behave in a certain manner influences an individual’s behavior 28 Knowledge, Skills, and Abilities (KSAs) If employees lack the KSAs to perform a task or behavior, they will likely fail Knowledge—an understanding of factors or principles related to a particular subject Skills—combine abilities with capabilities that are developed as a result of training and experience Abilities—general capacities related to the performance of a set of tasks © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Discussion Recall a time at work or school when you found it difficult to
  • 113. motivate yourself to complete a required task (such as starting a report or studying for an exam). Using two different motivation theories, explain why this lack of motivation may have occurred. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Think-Share Activity Take 5 minutes to read through the note you received, think about your answers. Share your answers with your group (each member has 1 minute to share). Share your group responses with the class. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 114. 31 Economic Conditions Leadership Performance Expectations Technological Changes Labor Market Conditions Factors in the External Environment Supervision Laws and Regulations Labor Unions Reward Structures Culture Job Design Organization Motivation Attitudes Knowledge, Skill, Ability Employee Norms Group Dynamics Teamwork Control Over Outcomes Coworkers Task Performance Organizational
  • 115. Citizenship Behaviors Behavior Personal Organizational Outcomes ProcessExample Need is activated Tension is created Yes No Layoff announced; Need for security is activated Tension expressed in fear and worry Improve performance? Politics? Job search? Search for ways to reduce tension Performance improvement leads management to remove employee's name from layoff list Perform behaviors to reduce tension Fear and worry significantly reduced Tension eliminated or significantly reduced? Need for security satisfied Need satisfied; Need no longer
  • 116. drives behavior How likely is it that I will reach my performance goal? Expectancy Should I exert effort? How desirable or undesirable are these outcomes? Valence Will I receive various outcomes if I reach my performance goal? Instrumentality Beliefs about behavior/outcome relationships Attitude toward the behavior Beliefs about group/society norms Perception of norms Perceived situational or internal constraints IntentionsBehavior Chapter 11 Employee Counseling and Wellness Services Werner © 2017 Cengage Learning. All Rights Reserved. May not be
  • 117. copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Learning Objectives Explain the need for employee counseling in organizations and why counseling is an HRD activity Describe the focus and effectiveness of three types of employee counseling programs: Employee assistance programs Stress management interventions Employee wellness/health promotion programs © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. 2
  • 118. Personal Problems Personal problems are a part of life They can affect behavior at work as well as does one’s personal life © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Such problems contribute to accidents, absenteeism and turnover, poor decisions, decreases in productivity, and increased costs 3 Reasons for Promoting Well-Being Rising healthcare costs Reduce workers' tardiness, absenteeism, turnover, lost time from work because of illness and injury, and accidents © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.
  • 119. 4 Link Between Employee Counseling and Coaching Much of coaching is focused on worker’s performance Many work performance problems are tied to worker’s personal lives Employee counseling focuses on these problems © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Picture from: https://drseanalexander.org/70-2/ Much of coaching is focused on worker’s performance on job and improving that performance Many work performance problems are tied to worker’s personal lives Employee counseling focuses on these problems, especially on how they effect worker performance Supervisors should not try to solve or resolve the employee’s problem themselves
  • 120. Employee Counseling as an HRD Activity Employee counseling is an HRD activity Coaching and counseling are often intertwined Supervisors are generally encouraged to provide early identification and referral to a trained professional or counseling service Supervisors should not try to solve or resolve the employee’s problem themselves 5 A Typical Counseling Program Problem Identification Education Referral Counseling Treatment Follow-up © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Who Provides the Service? A counseling program in-house A contracted-out independent service
  • 121. © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Employee Assistance Programs (EAP) EAPs are defined as job-based programs operating within a work organization for the purposes of: Identifying troubled employees Motivating them to resolve their troubles Providing access to counseling or treatment for those employees who need these services Meet an Employee Assistance Program specialist © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Behavioral Problem Indicators Absenteeism
  • 122. On-the-job absences High accident rates Job performance issues Poor relationships with coworkers © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. Absenteeism Taking many absences without authorization Using vacation days to cover frequent absences On-the-job absences Often away from one’s work area Frequent tardiness after lunch or breaks High accident rates Accidents off the job that affect work performance Accidents on the job due to carelessness, inattentiveness, etc. Job performance issues Complaints from coworkers or clients Missing deadlines Frequent shifts between high and low performance Difficulty understanding instructions or new information Poor relationships with coworkers Extreme reactions to real or implied criticism Large mood swings Avoiding coworkers and friends
  • 123. Increasing irritability or argumentativeness 9 Substance Abuse Alcohol and drug abuse Greater risk for accidents, injuries, disciplinary problems, and involuntary turnover © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use. 21.8 million Americans are current illicit drug users 47% of industrial injuries are due to alcohol use Estimated that companies lose over $7,000 per year for every employee who abuses alcohol or drugs 10 Mental Health About 21 million adults in the United States experience a depressive illness in any given year © 2017 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part, except for use as permitted in a license distributed with a certain product or service or otherwise on a password-protected website for classroom use.