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Principles of Learning in Training



          Ari Sudan Tiwari
               Ph. D.
Learning



Change in behaviour: Adaptive or maladaptive

Occurs through practice and experience

Does not occur through maturation, fatigue or species-specific

behaviour

Relatively permanent
Products of Learning



Learning of ideas and concepts

Learning of behaviours and skills

Learning of attitudes and values
Theory of classical conditioning: Ivan P. Pavlov



 When a neutral stimulus (conditioned stimulus, CS) is
paired with a natural stimulus (unconditioned stimulus,
UCS), neutral stimulus alone acquires the ability to elicit
the response (conditioned response, CR) which naturally
  occurs (unconditioned response, UCR) after natural
                         stimulus
Paradigm of classical conditioning



  Stimulus                                      Response
Neutral/Conditioned Stimulus                   No response

        Natural/Unconditioned Stimulus         Unconditioned response
  Continuous pairing of the two stimuli
Neutral/Conditioned Stimulus (alone)          Conditioned response


  Behavioural implication: Learning of negative emotional responses
Theory of instrumental conditioning: B. F. Skinner


                 Increases the likelihood of
                                                  Desirable
                         behaviour



                        Change in the
Behaviour
                         environment



                 Decreases the likelihood of
                                                 Undesirable
                        behaviour
Paradigm of instrumental conditioning



                                     Nature of the event following a response
                                       Appetitive                 Aversive
                                 Positive reinforcement           Punishment
Consequence of a




                    Onset of
                               (Increases the likelihood       (Decreases the
                     event
   response




                                       of behaviour)      likelihood of behaviour)
                                       Omission of
                                                          Negative reinforcement
                   Termination        reinforcement
                                                         (Increases the likelihood
                     of event        (Decreases the
                                                                 of behaviour)
                                likelihood of behaviour)
Conditioning theories and training process



Applying concepts of generalization and discrimination

Shaping of complex behaviours: Method of Successive

Approximation

Programmed learning

Personalized system of instruction (PSI)

Personalized application of learning paradigm
Using punishment in training process



Mild punishment with explanation

Consistent punishment

Closer in time and place of behaviour being punished

Strengthening desired behaviour while punishing the

undesired one
Cognitive learning


Learning without being involved in any active process

    Selection of information from the environment

    Making alterations in the selected information

    Associating the items of information with each other

    Elaborating information in thought

    Storage of information

    Retrieval of information when needed
Observational learning: Albert Bandura



     Attention process

     Retention process
                              Latent Learning
     Motivational process

     Behavioural production
Transfer of learning


Dependency of human learning or performance on prior
                        experience

               Types of transfer of learning

  The effect-perspective: Positive vs. Negative transfer

  The situation perspective: Specific vs. General, Near vs. Far
  transfer

  The process perspective: Reproductive vs. Productive
Memory


                  Sensory Register           Short Term Memory            Long Term Memory

              Vision: Up to 1 second;       Up to 30 Seconds          Days, months, years or
 Duration     Auditory: Up to 5 Seconds                               lifetime

              Relatively large: Up to 16    Relatively small: Up to   Unlimited
 Capacity
              items                         7±2 chunks
              Attention and recognition:    Rehearsal: Rehearsed
 Transfer
              Attended and recognized       items transfer into LTM                 -
 Process
              items transfer into STM
  Type of     Copy of input                 Sounds, visual images,    Semantics, life events
Information                                 words, sentences

              Decay of trace                Displacement of old       No real forgetting; Faulty
Process of                                  information by new one    organization of information,
Forgetting                                                            Inappropriate retrieval cue,
                                                                      Interference
Types of long term memory


Semantic memory: Words and meanings; relations among
words; rules of use in language and thinking
    Storage in highly organized and associative manner
    Stable in nature
Procedural memory: Associations between situations, events
and actions
Episodic memory: Memory of events in our lives in relation to
the time and place of their occurrences
Forgetting


Loss of information from the memory store
                     Process of forgetting
    Decay of trace
    Displacement of information
    Retrieval problems      Forgetting B
                            (Proactive interference)
    Interference
                            Learning A       Learning B

                            Forgetting A
                               (Retroactive interference)
Improving memory


Mnemonics: Acronyms

The Method of Loci

Deeper level of analysis: Association and elaboration of
information

Chunking

Making story by relating items
Learning: Theory to practice


Learning is an experience which occurs inside the trainee and is
activated by the trainer

    Trainer is a facilitator

    Create an atmosphere where trainees are free to explore ideas

    Very little learning takes place without personal involvement and
    meaning on the part of the trainee
Learning: Theory to practice


Learning is the discovery of the personal meaning and relevance of
ideas

   Trainers should relate the lessons to the needs, interests and
   problems of the trainees

Learning is an evolutionary process

   Results cannot take place overnight

   Trainers should be patient with trainees
Learning: Theory to practice


Learning is sometimes a painful process

    Behavioral change often calls for giving up the old and
    comfortable ways of believing, thinking and valuing
The process of learning is emotional as well as intellectual

    Learning is affected by the total state of the individual
Learning: Theory to practice


The process of problem solving and learning are highly unique and
individual
    Trainees have unique learning styles
    Make trainees aware of their learning and problem solving
    styles: help them improve
Learning: Theory to practice


Prior knowledge can help or hinder learning

    Prior knowledge is the lens through which we view all new
    information

    Connect new information to accurate information they already
    possess
Learning: Theory to practice


Motivation generates, directs and sustains learning behavior

    Motivation influences the amount of time and effort trainees
    devote to learning and supports their continued engagement
    when difficulties arise
The way trainees organize knowledge determines how they use it

    We need to help trainees learn to organize knowledge
Learning: Theory to practice


Meaningful engagement is necessary for deeper learning
   Posing and answering meaningful questions about concepts,
   making analogies or attempting to apply the concepts or
   theories to solve problems

   Leads to more elaborate, longer lasting and stronger
   representations of the knowledge
Learning: Theory to practice


Mastery requires developing component skills and knowledge,
synthesizing and applying them appropriately
   Many activities actually involve a synthesis of many component
   skills
   To master these complex skills, trainees must practice and gain
   proficiency in the discrete component skills
   Give opportunities to practice the skills
Learning: Theory to practice


Goal-directed practice and targeted feedback are critical to learning
    Involves working toward a specific level of performance and
    continually monitoring performance relative to clearly define
    goals
Learning: Theory to practice


Trainees must learn to monitor, evaluate and adjust their
approaches to learning to become self-directed learners
    Trainees must become conscious of their thinking processes
    Require them to explicitly monitor, evaluate and reflect on their
    own performance and provide them with feedback on these
    processes
Learning: Theory to practice


 Since trainees develop holistically, their learning is affected by the
 social, emotional and intellectual climate of training situation


Feeling of support and respect

                                  Intellectual and creative risks

Ridicule and persecution

                                  Disengagement and poor performance
Steps of effective training process


1.   Gain attention: stimulate the learners' interest in the subject

2.   Inform the objectives of training: Let the trainees know what
     they will be learning, stimulates the internal process of expectancy
     and helps motivate the trainee to complete the lesson

3.   Recall Prior Knowledge: Get the trainees to think about what
     they already know and associating new information with prior
     knowledge which can facilitate the learning process
Steps of effective training process


4. Present Content: Content should be chunked and organized
    meaningfully and variety of media should be used if possible
5. Provide Guided Learning: Guidance strategies should include
    the use of examples, non-examples, case studies, graphical
    representations, mnemonics and analogies
6. Elicit Performance: Facilitate the learner to practice the new skill
    or behavior
Steps of effective training process


7. Provide Feedback: Inform learners of their performance and
   provide specific and immediate feedback of their performance
8. Assess Performance: Evaluate learners on their knowledge,
   behaviour and skills
9. Enhance Retention and Transfer: Aid learners in remembering
   and applying the new skill
The only kind of learning which significantly influences
behaviour is self-discovered or self-appropriated learning,
      truth that has been assimilated in experience.
                                             -Carl Rogers



             Thank You

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Principles of learning in training

  • 1. Principles of Learning in Training Ari Sudan Tiwari Ph. D.
  • 2. Learning Change in behaviour: Adaptive or maladaptive Occurs through practice and experience Does not occur through maturation, fatigue or species-specific behaviour Relatively permanent
  • 3. Products of Learning Learning of ideas and concepts Learning of behaviours and skills Learning of attitudes and values
  • 4. Theory of classical conditioning: Ivan P. Pavlov When a neutral stimulus (conditioned stimulus, CS) is paired with a natural stimulus (unconditioned stimulus, UCS), neutral stimulus alone acquires the ability to elicit the response (conditioned response, CR) which naturally occurs (unconditioned response, UCR) after natural stimulus
  • 5. Paradigm of classical conditioning Stimulus Response Neutral/Conditioned Stimulus No response Natural/Unconditioned Stimulus Unconditioned response Continuous pairing of the two stimuli Neutral/Conditioned Stimulus (alone) Conditioned response Behavioural implication: Learning of negative emotional responses
  • 6. Theory of instrumental conditioning: B. F. Skinner Increases the likelihood of Desirable behaviour Change in the Behaviour environment Decreases the likelihood of Undesirable behaviour
  • 7. Paradigm of instrumental conditioning Nature of the event following a response Appetitive Aversive Positive reinforcement Punishment Consequence of a Onset of (Increases the likelihood (Decreases the event response of behaviour) likelihood of behaviour) Omission of Negative reinforcement Termination reinforcement (Increases the likelihood of event (Decreases the of behaviour) likelihood of behaviour)
  • 8. Conditioning theories and training process Applying concepts of generalization and discrimination Shaping of complex behaviours: Method of Successive Approximation Programmed learning Personalized system of instruction (PSI) Personalized application of learning paradigm
  • 9. Using punishment in training process Mild punishment with explanation Consistent punishment Closer in time and place of behaviour being punished Strengthening desired behaviour while punishing the undesired one
  • 10. Cognitive learning Learning without being involved in any active process Selection of information from the environment Making alterations in the selected information Associating the items of information with each other Elaborating information in thought Storage of information Retrieval of information when needed
  • 11. Observational learning: Albert Bandura Attention process Retention process Latent Learning Motivational process Behavioural production
  • 12. Transfer of learning Dependency of human learning or performance on prior experience Types of transfer of learning The effect-perspective: Positive vs. Negative transfer The situation perspective: Specific vs. General, Near vs. Far transfer The process perspective: Reproductive vs. Productive
  • 13. Memory Sensory Register Short Term Memory Long Term Memory Vision: Up to 1 second; Up to 30 Seconds Days, months, years or Duration Auditory: Up to 5 Seconds lifetime Relatively large: Up to 16 Relatively small: Up to Unlimited Capacity items 7±2 chunks Attention and recognition: Rehearsal: Rehearsed Transfer Attended and recognized items transfer into LTM - Process items transfer into STM Type of Copy of input Sounds, visual images, Semantics, life events Information words, sentences Decay of trace Displacement of old No real forgetting; Faulty Process of information by new one organization of information, Forgetting Inappropriate retrieval cue, Interference
  • 14. Types of long term memory Semantic memory: Words and meanings; relations among words; rules of use in language and thinking Storage in highly organized and associative manner Stable in nature Procedural memory: Associations between situations, events and actions Episodic memory: Memory of events in our lives in relation to the time and place of their occurrences
  • 15. Forgetting Loss of information from the memory store Process of forgetting Decay of trace Displacement of information Retrieval problems Forgetting B (Proactive interference) Interference Learning A Learning B Forgetting A (Retroactive interference)
  • 16. Improving memory Mnemonics: Acronyms The Method of Loci Deeper level of analysis: Association and elaboration of information Chunking Making story by relating items
  • 17. Learning: Theory to practice Learning is an experience which occurs inside the trainee and is activated by the trainer Trainer is a facilitator Create an atmosphere where trainees are free to explore ideas Very little learning takes place without personal involvement and meaning on the part of the trainee
  • 18. Learning: Theory to practice Learning is the discovery of the personal meaning and relevance of ideas Trainers should relate the lessons to the needs, interests and problems of the trainees Learning is an evolutionary process Results cannot take place overnight Trainers should be patient with trainees
  • 19. Learning: Theory to practice Learning is sometimes a painful process Behavioral change often calls for giving up the old and comfortable ways of believing, thinking and valuing The process of learning is emotional as well as intellectual Learning is affected by the total state of the individual
  • 20. Learning: Theory to practice The process of problem solving and learning are highly unique and individual Trainees have unique learning styles Make trainees aware of their learning and problem solving styles: help them improve
  • 21. Learning: Theory to practice Prior knowledge can help or hinder learning Prior knowledge is the lens through which we view all new information Connect new information to accurate information they already possess
  • 22. Learning: Theory to practice Motivation generates, directs and sustains learning behavior Motivation influences the amount of time and effort trainees devote to learning and supports their continued engagement when difficulties arise The way trainees organize knowledge determines how they use it We need to help trainees learn to organize knowledge
  • 23. Learning: Theory to practice Meaningful engagement is necessary for deeper learning Posing and answering meaningful questions about concepts, making analogies or attempting to apply the concepts or theories to solve problems Leads to more elaborate, longer lasting and stronger representations of the knowledge
  • 24. Learning: Theory to practice Mastery requires developing component skills and knowledge, synthesizing and applying them appropriately Many activities actually involve a synthesis of many component skills To master these complex skills, trainees must practice and gain proficiency in the discrete component skills Give opportunities to practice the skills
  • 25. Learning: Theory to practice Goal-directed practice and targeted feedback are critical to learning Involves working toward a specific level of performance and continually monitoring performance relative to clearly define goals
  • 26. Learning: Theory to practice Trainees must learn to monitor, evaluate and adjust their approaches to learning to become self-directed learners Trainees must become conscious of their thinking processes Require them to explicitly monitor, evaluate and reflect on their own performance and provide them with feedback on these processes
  • 27. Learning: Theory to practice Since trainees develop holistically, their learning is affected by the social, emotional and intellectual climate of training situation Feeling of support and respect Intellectual and creative risks Ridicule and persecution Disengagement and poor performance
  • 28. Steps of effective training process 1. Gain attention: stimulate the learners' interest in the subject 2. Inform the objectives of training: Let the trainees know what they will be learning, stimulates the internal process of expectancy and helps motivate the trainee to complete the lesson 3. Recall Prior Knowledge: Get the trainees to think about what they already know and associating new information with prior knowledge which can facilitate the learning process
  • 29. Steps of effective training process 4. Present Content: Content should be chunked and organized meaningfully and variety of media should be used if possible 5. Provide Guided Learning: Guidance strategies should include the use of examples, non-examples, case studies, graphical representations, mnemonics and analogies 6. Elicit Performance: Facilitate the learner to practice the new skill or behavior
  • 30. Steps of effective training process 7. Provide Feedback: Inform learners of their performance and provide specific and immediate feedback of their performance 8. Assess Performance: Evaluate learners on their knowledge, behaviour and skills 9. Enhance Retention and Transfer: Aid learners in remembering and applying the new skill
  • 31. The only kind of learning which significantly influences behaviour is self-discovered or self-appropriated learning, truth that has been assimilated in experience. -Carl Rogers Thank You