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Forecasting
I see that you will
get an A in this semester.
Accounting Cost/profit estimates
Finance Cash flow and funding
Human Resources Hiring/recruiting/training
Marketing Pricing, promotion,
strategy
MIS IT/IS systems, services
Operations Schedules, MRP,
workloads
Product/service design New products and services
Uh, give me a minute....
We sold 250 wheels last
week.... Now, next week
we should sell....
The forecast for any period equals the
previous period’s actual value.
It’s like driving a car by
looking in the rear-view
Peculiarities of forecasting are :
Forecasting is concerned with future events.
It shows the probability of happening of future
events.
It analysis past and present data.
It uses statistical tools and techniques.
☺Analyzing and understanding the problem.
☺Developing sound foundation
☺Collecting and analyzing data.
☺Estimating future events.
☺Comparing results.
Follow up action.
Economic
Forecasting
Predicts what the
general business
Conditions will be
in the future (e.g.
Inflation rates,
Gross National
product,
Tax, level of
employment.)
Technology
Forecasting
Predicts the
Probability &
Possible future
development in
Technology (e.g.
Competitive
advantage of
firms competitors
incorporation
into their product
& processes
Demand
Forecasting
Predicts the
Quantity & timing
of demand for a
Firms product.
Forecasting methods and routes
Techniques Routes
Qualitative Quantitative
Simple
Regression
Multiple
Regression
Time
trends
Moving
Averages.
Mathematical
Formation
Statistical
Forecasting.
Nominal
Group
Technique.
Top-Down
Routes
Bottom
-Up
Routes
Where
International
and
National
Events
effect the
Future
Behavior
of local
variable
Where
Local
Events
Effect
The
Future
Behavior
Of local
variable
Importance of Forecasting
 Provides relevant and reliable information
about the past and present events and the
likely future events. This is necessary for
sound planning.
 It gives confidence to the managers for making
important decisions.
 It is the basis for making planning premises.
 It keeps managers active and alert to face
challenges of future events and the changes in
the environment.
Importance in different areas
Fore casting is important for:
 Finance uses the long term forecasts to evaluate capital
investment needs.
 Human Resources uses forecasts to evaluate personnel
needs.
 IT designs and implements systems that generate
forecasts.
 Marketing develops sales forecasts used for mid-term to
long term planning.
 Operations develops and uses forecasts to make
decisions such as: scheduling, inventory management
and long term capacity planning.
 The collection and analysis of data about the past, present and
future involves a lot of time and money. Therefore, managers have
to balance the cost of forecasting with its benefits. Many small firms
don’t do forecasting because of high cost.

Forecasting can only estimate the future events. It can guarantee
that these events will take place in the future. Long term forecasts
will be less accurate as compared to short term forecasts.

Forecasting is based on certain assumptions. If these assumptions
are wrong, the forecasting will be wrong. Forecasting is based on
past events. However, history may not repeat itself at all times.

Forecasting requires proper judgment and skills on the part of
managers. Forecasts may go wrong due to bad judgment and skills
on the part of some of the managers. Therefore, forecasts are
subject to human error.
Choosing a Forecasting TechniqueChoosing a Forecasting Technique

No single technique works in every situation

Two most important factors

Cost

Accuracy

Other factors include the availability of:

Historical data

Computers

Time needed to gather and analyze the data

Forecast horizon
Elements of a good forecastElements of a good forecast
1. Appropriate forecast horizon
2. Degree of accuracy should be taken into
account
3. Reliable
4. Choose meaningful units (dollars versus units)
5. Use same forecast throughout organization
CONCLUSIONCONCLUSION
““Prediction is veryPrediction is very
difficult,difficult,
especially if it's about theespecially if it's about the
future.future.””
Matter By :- Akanksha shrivastav
Created By:- JAi NaGaWat

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Forecasting (1)

  • 2.
  • 3. I see that you will get an A in this semester.
  • 4.
  • 5. Accounting Cost/profit estimates Finance Cash flow and funding Human Resources Hiring/recruiting/training Marketing Pricing, promotion, strategy MIS IT/IS systems, services Operations Schedules, MRP, workloads Product/service design New products and services
  • 6.
  • 7. Uh, give me a minute.... We sold 250 wheels last week.... Now, next week we should sell.... The forecast for any period equals the previous period’s actual value. It’s like driving a car by looking in the rear-view
  • 8. Peculiarities of forecasting are : Forecasting is concerned with future events. It shows the probability of happening of future events. It analysis past and present data. It uses statistical tools and techniques.
  • 9. ☺Analyzing and understanding the problem. ☺Developing sound foundation ☺Collecting and analyzing data. ☺Estimating future events. ☺Comparing results. Follow up action.
  • 10. Economic Forecasting Predicts what the general business Conditions will be in the future (e.g. Inflation rates, Gross National product, Tax, level of employment.) Technology Forecasting Predicts the Probability & Possible future development in Technology (e.g. Competitive advantage of firms competitors incorporation into their product & processes Demand Forecasting Predicts the Quantity & timing of demand for a Firms product.
  • 11. Forecasting methods and routes Techniques Routes Qualitative Quantitative Simple Regression Multiple Regression Time trends Moving Averages. Mathematical Formation Statistical Forecasting. Nominal Group Technique. Top-Down Routes Bottom -Up Routes Where International and National Events effect the Future Behavior of local variable Where Local Events Effect The Future Behavior Of local variable
  • 12. Importance of Forecasting  Provides relevant and reliable information about the past and present events and the likely future events. This is necessary for sound planning.  It gives confidence to the managers for making important decisions.  It is the basis for making planning premises.  It keeps managers active and alert to face challenges of future events and the changes in the environment.
  • 13. Importance in different areas Fore casting is important for:  Finance uses the long term forecasts to evaluate capital investment needs.  Human Resources uses forecasts to evaluate personnel needs.  IT designs and implements systems that generate forecasts.  Marketing develops sales forecasts used for mid-term to long term planning.  Operations develops and uses forecasts to make decisions such as: scheduling, inventory management and long term capacity planning.
  • 14.  The collection and analysis of data about the past, present and future involves a lot of time and money. Therefore, managers have to balance the cost of forecasting with its benefits. Many small firms don’t do forecasting because of high cost.  Forecasting can only estimate the future events. It can guarantee that these events will take place in the future. Long term forecasts will be less accurate as compared to short term forecasts.  Forecasting is based on certain assumptions. If these assumptions are wrong, the forecasting will be wrong. Forecasting is based on past events. However, history may not repeat itself at all times.  Forecasting requires proper judgment and skills on the part of managers. Forecasts may go wrong due to bad judgment and skills on the part of some of the managers. Therefore, forecasts are subject to human error.
  • 15. Choosing a Forecasting TechniqueChoosing a Forecasting Technique  No single technique works in every situation  Two most important factors  Cost  Accuracy  Other factors include the availability of:  Historical data  Computers  Time needed to gather and analyze the data  Forecast horizon
  • 16. Elements of a good forecastElements of a good forecast 1. Appropriate forecast horizon 2. Degree of accuracy should be taken into account 3. Reliable 4. Choose meaningful units (dollars versus units) 5. Use same forecast throughout organization
  • 17. CONCLUSIONCONCLUSION ““Prediction is veryPrediction is very difficult,difficult, especially if it's about theespecially if it's about the future.future.””
  • 18. Matter By :- Akanksha shrivastav Created By:- JAi NaGaWat

Notes de l'éditeur

  1. Prévisions = Étape préalable à la planification Utilisées pour - Planifier le système d’opération (LT) - Planifier l’utilisation de ce même système (CT) Les clients n’attendront pas pour un bien de consommation ou pour un service. On doit anticiper les besoins des acheteurs potentiels. Ex: épicerie Produit sur tablette Suffisamment de caissière Infos de base pour: Finance: Budgets, achats RH: MO Marketing: Ventes Opérations: Production et stocks