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Meaning
Importance
Methods
Prepared by---------------------------------------- Esmatullah Mohammady
Title: Demand Forecasting Techniques:
Subject: Managerial Economics
Why demand forecasting?
• Planning and scheduling production
• Acquiring inputs
• Making provision for finances
• Formulating pricing strategy
• Planning advertisement
Prepared by---------------------------------------- Esmatullah Mohammady
Steps
• Specifying the objective
• Determining the time perspective
• Making choice of method
• Collection of data
• Estimation and interpretation of results
Prepared by---------------------------------------- Esmatullah Mohammady
CLASSIFICATION OF DEMAND FORECASTING
QUALTITATIVE TECHNIQUES
1)EXPERT OPINION
• Delphi method.
2)SURVEY
3)MARKET EXPERIMENT
• Test marketing
• Controlled experiments.
QUANTITATIVE TECHNIQUES
1)Time Series Analysis.
2)Barometric Analysis.
• leading indicators
• Coincident indicators
• lagging indicators.
Prepared by---------------------------------------- Esmatullah Mohammady
Expert Opinion
• The expert opinion method, also known as “EXPERT CONSENSUS METHOD”, is
being widely used for demand forecasting.
• This method utilizes the findings of market research and the opinions of
management executives, consultants, and trade association officials, trade
journal editors and sector analysts. When done by
• An expert, qualitative techniques provide reasonably good forecasts for a
short term because of the expert’s familiarity with the issues and the
problems involved.
DELPH I METHOD:- The Delphi method is primarily used to forecast the demand
for “NEW PRODUCTS”.
Prepared by---------------------------------------- Esmatullah Mohammady
SURVEY
A firm can determine the demand for its products through a
market survey. It may launch a new products, if the survey
indicates that there is a demand for that particular product in the market.
For example, Coke in India expanded its product range beyond
carbonated drinks, after the company conducted a nationwide
survey. The survey revealed that about 80% of the youth
preferred to drink tea or coffee rather than carbonated drinks at
regular intervals. The remaining 20% preferred to have milk
products while only 2% preferred to drink carbonated drinks like
coffee.
Prepared by---------------------------------------- Esmatullah Mohammady
Market Experiment
Market Experiment can help to overcome the survey problems as
they generate data before introducing a product or
implementing a policy.
Market Experiments are two types:-
1) Test marketing:-
2) Controlled experiments:-
Prepared by---------------------------------------- Esmatullah Mohammady
Test marketing
In this case, a test area is selected, which should be a
representative of the whole market in which the new product is
to be launched. A test area may include several cities and towns,
or a particular region of a country or even a sample
of consumers. More than one test area can be selected if the firm wants to
assess the effects on demand due to various alternative marketing mix.
Advertising or packaging can be done in various market.
Then the demand for the product can be compared at different
levels of price and advertising expenditure.
Prepared by---------------------------------------- Esmatullah Mohammady
Controlled experiments
Controlled experiments are conducted to the test demand for a
new product launched or to test the demands for various
brands of a product.
Prepared by---------------------------------------- Esmatullah Mohammady
Time Series Analysis
The time series analysis is one of the most common
quantitative method used to predict the future demand for a
product. Here the past sales and demand are taken into
considerations.
TIME SERIES ANALYSIS IS DIVIDED INTO FOUR CATEGORIES:
1)TREND
2)SEASONAL VARIATIONS.
3)CYCLICAL VARIATIONS.
4)RANDOM FLUCTUATIONS.
Prepared by---------------------------------------- Esmatullah Mohammady
BAROMETRIC ANALYSIS
DEFINITION:-
“The prediction of turning points In one economic time series
through the use of Observations on another time series called
the Barometer of the Indicator”.
It can be divided into three groups
• 1)Leading indicators.
• 2)Coincident indicators.
• 3)Lagging indicators.
Prepared by---------------------------------------- Esmatullah Mohammady
Demand forcasting

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Demand forcasting

  • 1. Meaning Importance Methods Prepared by---------------------------------------- Esmatullah Mohammady Title: Demand Forecasting Techniques: Subject: Managerial Economics
  • 2. Why demand forecasting? • Planning and scheduling production • Acquiring inputs • Making provision for finances • Formulating pricing strategy • Planning advertisement Prepared by---------------------------------------- Esmatullah Mohammady
  • 3. Steps • Specifying the objective • Determining the time perspective • Making choice of method • Collection of data • Estimation and interpretation of results Prepared by---------------------------------------- Esmatullah Mohammady
  • 4. CLASSIFICATION OF DEMAND FORECASTING QUALTITATIVE TECHNIQUES 1)EXPERT OPINION • Delphi method. 2)SURVEY 3)MARKET EXPERIMENT • Test marketing • Controlled experiments. QUANTITATIVE TECHNIQUES 1)Time Series Analysis. 2)Barometric Analysis. • leading indicators • Coincident indicators • lagging indicators. Prepared by---------------------------------------- Esmatullah Mohammady
  • 5. Expert Opinion • The expert opinion method, also known as “EXPERT CONSENSUS METHOD”, is being widely used for demand forecasting. • This method utilizes the findings of market research and the opinions of management executives, consultants, and trade association officials, trade journal editors and sector analysts. When done by • An expert, qualitative techniques provide reasonably good forecasts for a short term because of the expert’s familiarity with the issues and the problems involved. DELPH I METHOD:- The Delphi method is primarily used to forecast the demand for “NEW PRODUCTS”. Prepared by---------------------------------------- Esmatullah Mohammady
  • 6. SURVEY A firm can determine the demand for its products through a market survey. It may launch a new products, if the survey indicates that there is a demand for that particular product in the market. For example, Coke in India expanded its product range beyond carbonated drinks, after the company conducted a nationwide survey. The survey revealed that about 80% of the youth preferred to drink tea or coffee rather than carbonated drinks at regular intervals. The remaining 20% preferred to have milk products while only 2% preferred to drink carbonated drinks like coffee. Prepared by---------------------------------------- Esmatullah Mohammady
  • 7. Market Experiment Market Experiment can help to overcome the survey problems as they generate data before introducing a product or implementing a policy. Market Experiments are two types:- 1) Test marketing:- 2) Controlled experiments:- Prepared by---------------------------------------- Esmatullah Mohammady
  • 8. Test marketing In this case, a test area is selected, which should be a representative of the whole market in which the new product is to be launched. A test area may include several cities and towns, or a particular region of a country or even a sample of consumers. More than one test area can be selected if the firm wants to assess the effects on demand due to various alternative marketing mix. Advertising or packaging can be done in various market. Then the demand for the product can be compared at different levels of price and advertising expenditure. Prepared by---------------------------------------- Esmatullah Mohammady
  • 9. Controlled experiments Controlled experiments are conducted to the test demand for a new product launched or to test the demands for various brands of a product. Prepared by---------------------------------------- Esmatullah Mohammady
  • 10. Time Series Analysis The time series analysis is one of the most common quantitative method used to predict the future demand for a product. Here the past sales and demand are taken into considerations. TIME SERIES ANALYSIS IS DIVIDED INTO FOUR CATEGORIES: 1)TREND 2)SEASONAL VARIATIONS. 3)CYCLICAL VARIATIONS. 4)RANDOM FLUCTUATIONS. Prepared by---------------------------------------- Esmatullah Mohammady
  • 11. BAROMETRIC ANALYSIS DEFINITION:- “The prediction of turning points In one economic time series through the use of Observations on another time series called the Barometer of the Indicator”. It can be divided into three groups • 1)Leading indicators. • 2)Coincident indicators. • 3)Lagging indicators. Prepared by---------------------------------------- Esmatullah Mohammady