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FORECASTING


FORECASTING IMPLIES PREDICTING THE
FUTURE AFTER STUDYING AND ANALYSING THE
PAST AND PRESENT DATA.
Sales Forecasting

                  MEANING
  Prediction of the future sales of a particular
  product over a specific period of time based on
  past performance of the product, inflation rates,
  unemployment, consumer spending patterns,
  market trends, and interest rates.


 Sales forecasting, though crucial, is one of the
 grey areas of marketing management.
 A sales forecast predicts the value of sales over a
  period of time. It becomes the basis of marketing
  mix and sales planning.
 A short-term sales forecast (say for a period of
  one year) when linked to the sales budget helps in
  the preparation of an overall budget for the firm
  as a whole.
 A long-term sales forecast (say for a period of 5
  years or so) on the other hand, focuses on capital
  budgeting needs and process of the firm.
Two types of approaches:
 Breakdown Approach


 Market Build-up Approach
Reasons for undertaking sales
            forecasts
Businesses are forced to look well ahead in order to plan
their investments, launch new products, decide when to
close or withdraw products and so on.

 - Employment levels required
 - Promotional mix
 - Investment in production capacity
QUALITATIVE TECHNIQUES

Qualitative techniques are a valuable resource for
any forecaster. The value of experience and the
ability to analyze complex situations as input to
sales forecasts should never be discounted.
 Qualitative Forecasts consider the range of factors
   which influence the demand.
 These factors are then ranked in order of importance and
   each of them in turn is analyzed to reveal future trends.
Qualitative methods of forecasting are:
 1.Consumer expectations
 2.Sales force composite
 3.Jury of executive opinion
 4.Delphi technique
Qualitative techniques
Consumer Expectations

 Consumers are frequently interviewed with the
 help of questionnaires concerning their buying
 habits, motives and intentions. The consumer
 feedback is used to estimate the expected
 consumption or purchases of the product.
Advantages
 Forecast estimates straight from buyers.
 Information about projected product can be
  detailed.
 Insights give assistance in planning the
  market strategy.
 Practical for forecasting new-products.
Disadvantages
 Company has to choose potential customers
  carefully and the number of customers has to be
  small.
 Works well with business to business goods, but
  not with consumer goods.
 Depends on how precisely the users make
  their evaluations.
 Takes a lot of money, time and labour.
Delphi technique

 Delphi is based on iterative approach and it
 uses anonymous repeated feedback. The
 people involved in the feedback give their
 own forecast about the subject and the
 feedbacks are gathered into a summary.
STEP 1 – Various Experts are asked to answer independently
STEP 2 – A summary of all the answers is then prepared. No expert
  knows, how any other expert answered the questions.
STEP 3 – Copies of summary for modification if necessary
STEP 4 – Another summary is made of these modifications, and copies
  again are distributed to the experts. This time,however, expert
  opinions that deviate significantly from the norm must be justified in
  writing.
STEP 5– The forecast is generated from all of the opinions and
  justifications that arise from step 4.
Advantages


 The effects of group dynamics is reduced.
 Statistical information can be used.
 Disadvantages
 Can take a long time and is money consuming
Sales Force Polling

Some companies use as a forecast source salespeople who have
continual contacts with customers. They believe that the
salespeople who are closest to the ultimate customers may have
significant insights regarding the state of the future market.
Forecasts based on sales force polling may be averaged to
develop a future forecast. Or they may be used to modify other
quantitative and/or qualitative forecasts that have been
generated internally in the company.
Advantages
 It is simple to use and understand.
 It uses the specialized knowledge of those closest to the
  action.
 It can place responsibility for attaining the forecast in the
  hands of those who most affect the actual results.
 The information can be broken down easily by territory,
  product, customer, or salesperson.
Disadvantages
 Salespeople’s being overly optimistic or pessimistic
  regarding their predictions and inaccuracies due to broader
  economic events that are largely beyond their control.
Executive Opinions


The subjective views of executives or experts from
sales, production, finance, purchasing, and administration
are averaged to generate a forecast about future sales.
Usually this method is used in conjunction with some
quantitative method, such as trend extrapolation. The
management team modifies the resulting forecast based on
their expectations.
Advantages

 The forecasting is done quickly and easily,
 in the absence of adequate data.

Disadvantages

 Strong leadership fosters group pressure for
 unanimous opinion.
Advantages of qualitative technique



 Qualitative forecasting techniques have the
    ability to predict changes in sales patterns.
 Qualitative forecasting techniques allow
  decisionmakers to incorporate rich data
  sources consisting of their
  intuition, experience, and expert judgment.
Disadvantages
 Forecasters’ inability to process large amounts of complex
    information.
   Forecaster’s overconfident in their ability to forecast
    accurately.
   Political factors within organizations, as well as political
    factors between organizations.
   Forecasters may be influenced by initial forecasts (e.g., those
    generated by quantitative methods) when making qualitative
    forecasts.
   Qualitative forecasting techniques are expensive and time
    intensive
CONCLUSION
Qualitative techniques are recommended for
those situations where managers or sales force
are particularly aimed at predicting sales
revenues. These techniques are often utilized
when markets have been disturbed by strikes,
wars, natural disasters, recessions or inflation.
Under these conditions historical data are
useless and judgmental procedures that
account for the factors causing market stocks
are usually more accurate.
Mkt

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Mkt

  • 1.
  • 2. FORECASTING FORECASTING IMPLIES PREDICTING THE FUTURE AFTER STUDYING AND ANALYSING THE PAST AND PRESENT DATA.
  • 3. Sales Forecasting MEANING Prediction of the future sales of a particular product over a specific period of time based on past performance of the product, inflation rates, unemployment, consumer spending patterns, market trends, and interest rates. Sales forecasting, though crucial, is one of the grey areas of marketing management.
  • 4.  A sales forecast predicts the value of sales over a period of time. It becomes the basis of marketing mix and sales planning.  A short-term sales forecast (say for a period of one year) when linked to the sales budget helps in the preparation of an overall budget for the firm as a whole.  A long-term sales forecast (say for a period of 5 years or so) on the other hand, focuses on capital budgeting needs and process of the firm.
  • 5. Two types of approaches:  Breakdown Approach  Market Build-up Approach
  • 6. Reasons for undertaking sales forecasts Businesses are forced to look well ahead in order to plan their investments, launch new products, decide when to close or withdraw products and so on. - Employment levels required - Promotional mix - Investment in production capacity
  • 7.
  • 8. QUALITATIVE TECHNIQUES Qualitative techniques are a valuable resource for any forecaster. The value of experience and the ability to analyze complex situations as input to sales forecasts should never be discounted.
  • 9.  Qualitative Forecasts consider the range of factors which influence the demand.  These factors are then ranked in order of importance and each of them in turn is analyzed to reveal future trends. Qualitative methods of forecasting are: 1.Consumer expectations 2.Sales force composite 3.Jury of executive opinion 4.Delphi technique
  • 10. Qualitative techniques Consumer Expectations Consumers are frequently interviewed with the help of questionnaires concerning their buying habits, motives and intentions. The consumer feedback is used to estimate the expected consumption or purchases of the product.
  • 11. Advantages  Forecast estimates straight from buyers.  Information about projected product can be detailed.  Insights give assistance in planning the market strategy.  Practical for forecasting new-products.
  • 12. Disadvantages  Company has to choose potential customers carefully and the number of customers has to be small.  Works well with business to business goods, but not with consumer goods.  Depends on how precisely the users make their evaluations.  Takes a lot of money, time and labour.
  • 13. Delphi technique Delphi is based on iterative approach and it uses anonymous repeated feedback. The people involved in the feedback give their own forecast about the subject and the feedbacks are gathered into a summary.
  • 14. STEP 1 – Various Experts are asked to answer independently STEP 2 – A summary of all the answers is then prepared. No expert knows, how any other expert answered the questions. STEP 3 – Copies of summary for modification if necessary STEP 4 – Another summary is made of these modifications, and copies again are distributed to the experts. This time,however, expert opinions that deviate significantly from the norm must be justified in writing. STEP 5– The forecast is generated from all of the opinions and justifications that arise from step 4.
  • 15. Advantages  The effects of group dynamics is reduced.  Statistical information can be used. Disadvantages  Can take a long time and is money consuming
  • 16. Sales Force Polling Some companies use as a forecast source salespeople who have continual contacts with customers. They believe that the salespeople who are closest to the ultimate customers may have significant insights regarding the state of the future market. Forecasts based on sales force polling may be averaged to develop a future forecast. Or they may be used to modify other quantitative and/or qualitative forecasts that have been generated internally in the company.
  • 17. Advantages  It is simple to use and understand.  It uses the specialized knowledge of those closest to the action.  It can place responsibility for attaining the forecast in the hands of those who most affect the actual results.  The information can be broken down easily by territory, product, customer, or salesperson. Disadvantages  Salespeople’s being overly optimistic or pessimistic regarding their predictions and inaccuracies due to broader economic events that are largely beyond their control.
  • 18. Executive Opinions The subjective views of executives or experts from sales, production, finance, purchasing, and administration are averaged to generate a forecast about future sales. Usually this method is used in conjunction with some quantitative method, such as trend extrapolation. The management team modifies the resulting forecast based on their expectations.
  • 19. Advantages The forecasting is done quickly and easily, in the absence of adequate data. Disadvantages Strong leadership fosters group pressure for unanimous opinion.
  • 20. Advantages of qualitative technique  Qualitative forecasting techniques have the ability to predict changes in sales patterns.  Qualitative forecasting techniques allow decisionmakers to incorporate rich data sources consisting of their intuition, experience, and expert judgment.
  • 21. Disadvantages  Forecasters’ inability to process large amounts of complex information.  Forecaster’s overconfident in their ability to forecast accurately.  Political factors within organizations, as well as political factors between organizations.  Forecasters may be influenced by initial forecasts (e.g., those generated by quantitative methods) when making qualitative forecasts.  Qualitative forecasting techniques are expensive and time intensive
  • 22. CONCLUSION Qualitative techniques are recommended for those situations where managers or sales force are particularly aimed at predicting sales revenues. These techniques are often utilized when markets have been disturbed by strikes, wars, natural disasters, recessions or inflation. Under these conditions historical data are useless and judgmental procedures that account for the factors causing market stocks are usually more accurate.

Notas del editor

  1. Forecasting is of special importance in industries,where important strategic decisions need to be taken to optimize the efficiency of the resources and hence maximize the profits.
  2. It is a grey area of marketing management in the sense that it is based on a number of assumptions regarding customer and competitor behaviour as well as the market environment, and therefore, its reliability depends upon the extent of culmination of the uncertainty as predicted .It is crucial because without a proper sales forecast the marketing executive cannot determine the type of marketing programme to use in order to attain the desired sales and marketing objectives.
  3. If a more accurate forecast is wanted from a group of experts and the effects of group dynamics has to be controlled, then a good technique to use is Delphi technique
  4. Group cohessiveness..