SlideShare a Scribd company logo
DR MEENAKSHI SHARMA
Market and demand analysis
* Situational Analysis & Specifications of Objective
* Collection of Secondary Information.
* Conduct of Market Survey.
* Characterization of the Market.
* Demand Forecasting.
* Uncertainties in Demand Forecasting.
* Market planning.
Key steps of market and demand
analysis
Characterstics of Market
 Effective Demand in the Past and Present Production
 Imports – Exports
 Nature of Product
 Consumer Groups
 Geographical Division
 Price
 Methods of Distribution and Sales Promotion
 Consumers
 Supply and Competition
 Government Policy
Conduct of market survey
The market survey may be a census survey or a sample survey.
Census survey are employed principally for intermediate goods &
investment goods when such goods are used by a small number of
firms.
• Steps in a Sample Survey
– Define the Target Population
– Select the Sampling Scheme and Sample Size
– Develop the Questionnaire
– Recruit and Train the Field Investigators
– Obtain Information as Per the Questionnaire from the Sample of
Respondents
– Scrutinizes the Information Gathered
– Analyze and interpret the Information

Situational analysis
 Analysis the relationship between the product and it’s market, the
project analyst may informally talk to customers, competitors,
middlemen and other in the industry.
 Look at the experience of the company to learn about the purchasing
power of customer, action & strategies of competitors.
 The objectives of market & Demand analysis, to answer the following
question : (for air coolers)
1. Who are the buyers of air cooler?
2. What is the total current demand for air coolers?
3. What price will the customer be willing to pay for the improved
air cooler.
4. What price & warranty will ensure its acceptance?
5. What are the prospects of immediate sales? etc.

Methods of Demand Forecasting
1. Qualitative Method
 Jury of Executive Method
 Delphi Method
2. Projection Method
* Time series projection Method
* Exponential smoothing Method
* Moving Average Method
3
 3 Causal Methods
Causal methods seek to develop forecasts on the
basis of cause-effects relationships specified in an
explicit, quantitative manner.
1. Chain Ratio Method
2. Consumption Level Method
3. End Use Method
4. Leading Indicator Method
Demand Forecasting
 Qualitative Methods –
 These methods rely essentially on the judgment of
experts to translate qualitative information into
quantitative estimates – Used to generate forecasts if
historical data are not available (e.g., introduction of
new product)
 The important qualitative methods are:
 Jury of Executive Method
 Delphi Method
Time series Projection Methods
 These methods generate forecasts on the basis of an
analysis of the historical time series.
 Assume that what has occurred in the past will
continue to occur in the future
 Relate the forecast to only one factor - timeThe
important time series projection methods are: –
 Trend Projection Method
 Exponential Smoothing Method
 Moving Average Method
Casual Methods
 Causal methods seek to develop forecasts on the basis
of cause-effects relationships specified in an explicit,
quantitative manner.
 Chain Ratio Method
 Consumption Level Method
 End Use Method
 Leading Indicator Method
Uncertainties in Demand
Forecasting
 Data about past and present markets.
 Lack of standardization:- product, price, quantity, cost,
income….
 Few observations – Influence of abnormal factors:- war,
natural calamity
 Methods of forecasting
 Inability to handle unquantifiable factors
 Unrealistic assumptions
 Excessive data requirement
Uncertainties in Demand
Forecasting
 Environmental changes
 Technological changes
 Shift in government policy
* THANK YOU *

More Related Content

What's hot

Project identification
Project  identificationProject  identification
Project identification
Vasanth Rvk
 
Project identification and Project selection
Project identification and Project selectionProject identification and Project selection
Project identification and Project selection
AmandaBvera
 
Generation of Project Idea
Generation of Project Idea Generation of Project Idea
Generation of Project Idea
Azam FA
 
Project Analysis and Methods of project evaluation
Project Analysis and Methods of project evaluationProject Analysis and Methods of project evaluation
Project Analysis and Methods of project evaluation
Yousuf Razzaq
 
Technical Analysis & Financial Analysis
Technical Analysis & Financial AnalysisTechnical Analysis & Financial Analysis
Technical Analysis & Financial Analysis
anshagrawal2121
 
Project formulation and appraisal
Project formulation and appraisalProject formulation and appraisal
Project formulation and appraisal
AmandaBvera
 
Sources of project financing
Sources of project financingSources of project financing
Sources of project financing
Neetu Yadav
 
project appraisal
project appraisal project appraisal
project appraisal
Dronak Sahu
 
Market demand analysis
Market demand analysisMarket demand analysis
Market demand analysis
MATHEW V JOSEPH
 
Venture capital
Venture capital Venture capital
Venture capital
Omkar More
 
1. introduction to corporate finance
1. introduction to corporate finance1. introduction to corporate finance
1. introduction to corporate financeirfan_1
 
Wealth max (fm)
Wealth max (fm)Wealth max (fm)
Wealth max (fm)
Ajay Kurien
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
Manvi Agarwal
 
Entrepreneurship process
Entrepreneurship processEntrepreneurship process
Entrepreneurship process
Ãbhîläşh Mãňü
 
Social Cost Benefit Analysis
Social Cost Benefit Analysis Social Cost Benefit Analysis
Social Cost Benefit Analysis
Azam FA
 
NET PRESENT VALUE (NPV)
NET PRESENT VALUE (NPV)NET PRESENT VALUE (NPV)
NET PRESENT VALUE (NPV)
Navya Jayakumar
 
Project Formulation
Project FormulationProject Formulation
Project Formulation
Simranpreet Singh
 
Project appraisal and its techniques
Project appraisal and its techniquesProject appraisal and its techniques
Project appraisal and its techniques
AksharaMahesh
 

What's hot (20)

Project identification
Project  identificationProject  identification
Project identification
 
Project identification and Project selection
Project identification and Project selectionProject identification and Project selection
Project identification and Project selection
 
Generation of Project Idea
Generation of Project Idea Generation of Project Idea
Generation of Project Idea
 
Project Analysis and Methods of project evaluation
Project Analysis and Methods of project evaluationProject Analysis and Methods of project evaluation
Project Analysis and Methods of project evaluation
 
Technical Analysis & Financial Analysis
Technical Analysis & Financial AnalysisTechnical Analysis & Financial Analysis
Technical Analysis & Financial Analysis
 
Project formulation and appraisal
Project formulation and appraisalProject formulation and appraisal
Project formulation and appraisal
 
Sources of project financing
Sources of project financingSources of project financing
Sources of project financing
 
project appraisal
project appraisal project appraisal
project appraisal
 
Market demand analysis
Market demand analysisMarket demand analysis
Market demand analysis
 
Demand Forecasting
Demand ForecastingDemand Forecasting
Demand Forecasting
 
Venture capital
Venture capital Venture capital
Venture capital
 
1. introduction to corporate finance
1. introduction to corporate finance1. introduction to corporate finance
1. introduction to corporate finance
 
Wealth max (fm)
Wealth max (fm)Wealth max (fm)
Wealth max (fm)
 
Demand forecasting ppt
Demand forecasting pptDemand forecasting ppt
Demand forecasting ppt
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
Entrepreneurship process
Entrepreneurship processEntrepreneurship process
Entrepreneurship process
 
Social Cost Benefit Analysis
Social Cost Benefit Analysis Social Cost Benefit Analysis
Social Cost Benefit Analysis
 
NET PRESENT VALUE (NPV)
NET PRESENT VALUE (NPV)NET PRESENT VALUE (NPV)
NET PRESENT VALUE (NPV)
 
Project Formulation
Project FormulationProject Formulation
Project Formulation
 
Project appraisal and its techniques
Project appraisal and its techniquesProject appraisal and its techniques
Project appraisal and its techniques
 

Similar to Market and demand analysis

Demand forcasting
Demand forcastingDemand forcasting
Demand forcastingDaksh Bapna
 
demandforecasting-180917122131.pptx
demandforecasting-180917122131.pptxdemandforecasting-180917122131.pptx
demandforecasting-180917122131.pptx
Prabin Pandit
 
Mba 2 Sem Demand For Casting
Mba 2  Sem Demand For CastingMba 2  Sem Demand For Casting
Mba 2 Sem Demand For Casting
kkiransoni
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
Shompa Nandi
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
MdSaifAli3
 
Demand Forcasting
Demand ForcastingDemand Forcasting
Demand Forcasting
Ajilal
 
Market Research END-TO-END Benefits
Market Research END-TO-END BenefitsMarket Research END-TO-END Benefits
Market Research END-TO-END Benefits
Eminenture
 
Forecasting models
Forecasting modelsForecasting models
Forecasting models
Mahesh V M
 
Facets of project analysis
Facets of project analysisFacets of project analysis
Facets of project analysisdmkanchepalya
 
Facets of project analysis
Facets of project analysisFacets of project analysis
Facets of project analysis
dmkanchepalya
 
DEAMAND FORCASTING
DEAMAND FORCASTINGDEAMAND FORCASTING
DEAMAND FORCASTING
Shubham Agrawal
 
Demand forecasting-slide share
Demand forecasting-slide share Demand forecasting-slide share
Demand forecasting-slide share
bodeddula srirama pavan reddy
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
Jithin Thomas
 
Demande forecasating
Demande forecasatingDemande forecasating
Demande forecasating
Antriksh Cool
 
PRINCIPLES OF MARKETING MODULE 3.2.pptx
PRINCIPLES OF MARKETING MODULE 3.2.pptxPRINCIPLES OF MARKETING MODULE 3.2.pptx
PRINCIPLES OF MARKETING MODULE 3.2.pptx
Yatogami27
 
Class 6 definition of methods demand forecasting
Class 6 definition of methods demand forecastingClass 6 definition of methods demand forecasting
Class 6 definition of methods demand forecastingHarinadh Karimikonda
 
Research Marketing Ch3 Edited.powerpoint
Research Marketing Ch3 Edited.powerpointResearch Marketing Ch3 Edited.powerpoint
Research Marketing Ch3 Edited.powerpoint
cjoypingaron
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecastingJiten Sharma
 

Similar to Market and demand analysis (20)

Demand forcasting
Demand forcastingDemand forcasting
Demand forcasting
 
demandforecasting-180917122131.pptx
demandforecasting-180917122131.pptxdemandforecasting-180917122131.pptx
demandforecasting-180917122131.pptx
 
Mba 2 Sem Demand For Casting
Mba 2  Sem Demand For CastingMba 2  Sem Demand For Casting
Mba 2 Sem Demand For Casting
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
Demand Forcasting
Demand ForcastingDemand Forcasting
Demand Forcasting
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
Market Research END-TO-END Benefits
Market Research END-TO-END BenefitsMarket Research END-TO-END Benefits
Market Research END-TO-END Benefits
 
Dpf ksrao ppt_3
Dpf ksrao ppt_3Dpf ksrao ppt_3
Dpf ksrao ppt_3
 
Forecasting models
Forecasting modelsForecasting models
Forecasting models
 
Facets of project analysis
Facets of project analysisFacets of project analysis
Facets of project analysis
 
Facets of project analysis
Facets of project analysisFacets of project analysis
Facets of project analysis
 
DEAMAND FORCASTING
DEAMAND FORCASTINGDEAMAND FORCASTING
DEAMAND FORCASTING
 
Demand forecasting-slide share
Demand forecasting-slide share Demand forecasting-slide share
Demand forecasting-slide share
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
Demande forecasating
Demande forecasatingDemande forecasating
Demande forecasating
 
PRINCIPLES OF MARKETING MODULE 3.2.pptx
PRINCIPLES OF MARKETING MODULE 3.2.pptxPRINCIPLES OF MARKETING MODULE 3.2.pptx
PRINCIPLES OF MARKETING MODULE 3.2.pptx
 
Class 6 definition of methods demand forecasting
Class 6 definition of methods demand forecastingClass 6 definition of methods demand forecasting
Class 6 definition of methods demand forecasting
 
Research Marketing Ch3 Edited.powerpoint
Research Marketing Ch3 Edited.powerpointResearch Marketing Ch3 Edited.powerpoint
Research Marketing Ch3 Edited.powerpoint
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 

Recently uploaded

Webinar Exploring DORA for Fintechs - Simont Braun
Webinar Exploring DORA for Fintechs - Simont BraunWebinar Exploring DORA for Fintechs - Simont Braun
Webinar Exploring DORA for Fintechs - Simont Braun
FinTech Belgium
 
The secret way to sell pi coins effortlessly.
The secret way to sell pi coins effortlessly.The secret way to sell pi coins effortlessly.
The secret way to sell pi coins effortlessly.
DOT TECH
 
一比一原版(UoB毕业证)伯明翰大学毕业证如何办理
一比一原版(UoB毕业证)伯明翰大学毕业证如何办理一比一原版(UoB毕业证)伯明翰大学毕业证如何办理
一比一原版(UoB毕业证)伯明翰大学毕业证如何办理
nexop1
 
Role of Information Technology in Revenue - Prof Oyedokun.pptx
Role of Information Technology in Revenue  - Prof Oyedokun.pptxRole of Information Technology in Revenue  - Prof Oyedokun.pptx
Role of Information Technology in Revenue - Prof Oyedokun.pptx
Godwin Emmanuel Oyedokun MBA MSc PhD FCA FCTI FCNA CFE FFAR
 
how to swap pi coins to foreign currency withdrawable.
how to swap pi coins to foreign currency withdrawable.how to swap pi coins to foreign currency withdrawable.
how to swap pi coins to foreign currency withdrawable.
DOT TECH
 
Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...
Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...
Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...
Vighnesh Shashtri
 
how to sell pi coins effectively (from 50 - 100k pi)
how to sell pi coins effectively (from 50 - 100k  pi)how to sell pi coins effectively (from 50 - 100k  pi)
how to sell pi coins effectively (from 50 - 100k pi)
DOT TECH
 
innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...
innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...
innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...
Falcon Invoice Discounting
 
Transkredit Finance Company Products Presentation (1).pptx
Transkredit Finance Company Products Presentation (1).pptxTranskredit Finance Company Products Presentation (1).pptx
Transkredit Finance Company Products Presentation (1).pptx
jenomjaneh
 
2. Elemental Economics - Mineral demand.pdf
2. Elemental Economics - Mineral demand.pdf2. Elemental Economics - Mineral demand.pdf
2. Elemental Economics - Mineral demand.pdf
Neal Brewster
 
Patronage and Good Governance 5.pptx pptc
Patronage and Good Governance 5.pptx pptcPatronage and Good Governance 5.pptx pptc
Patronage and Good Governance 5.pptx pptc
AbdulNasirNichari
 
Instant Issue Debit Cards - High School Spirit
Instant Issue Debit Cards - High School SpiritInstant Issue Debit Cards - High School Spirit
Instant Issue Debit Cards - High School Spirit
egoetzinger
 
What price will pi network be listed on exchanges
What price will pi network be listed on exchangesWhat price will pi network be listed on exchanges
What price will pi network be listed on exchanges
DOT TECH
 
Turin Startup Ecosystem 2024 - Ricerca sulle Startup e il Sistema dell'Innov...
Turin Startup Ecosystem 2024  - Ricerca sulle Startup e il Sistema dell'Innov...Turin Startup Ecosystem 2024  - Ricerca sulle Startup e il Sistema dell'Innov...
Turin Startup Ecosystem 2024 - Ricerca sulle Startup e il Sistema dell'Innov...
Quotidiano Piemontese
 
how to sell pi coins in South Korea profitably.
how to sell pi coins in South Korea profitably.how to sell pi coins in South Korea profitably.
how to sell pi coins in South Korea profitably.
DOT TECH
 
BYD SWOT Analysis and In-Depth Insights 2024.pptx
BYD SWOT Analysis and In-Depth Insights 2024.pptxBYD SWOT Analysis and In-Depth Insights 2024.pptx
BYD SWOT Analysis and In-Depth Insights 2024.pptx
mikemetalprod
 
SWAIAP Fraud Risk Mitigation Prof Oyedokun.pptx
SWAIAP Fraud Risk Mitigation   Prof Oyedokun.pptxSWAIAP Fraud Risk Mitigation   Prof Oyedokun.pptx
SWAIAP Fraud Risk Mitigation Prof Oyedokun.pptx
Godwin Emmanuel Oyedokun MBA MSc PhD FCA FCTI FCNA CFE FFAR
 
Pensions and housing - Pensions PlayPen - 4 June 2024 v3 (1).pdf
Pensions and housing - Pensions PlayPen - 4 June 2024 v3 (1).pdfPensions and housing - Pensions PlayPen - 4 June 2024 v3 (1).pdf
Pensions and housing - Pensions PlayPen - 4 June 2024 v3 (1).pdf
Henry Tapper
 
An Overview of the Prosocial dHEDGE Vault works
An Overview of the Prosocial dHEDGE Vault worksAn Overview of the Prosocial dHEDGE Vault works
An Overview of the Prosocial dHEDGE Vault works
Colin R. Turner
 
where can I find a legit pi merchant online
where can I find a legit pi merchant onlinewhere can I find a legit pi merchant online
where can I find a legit pi merchant online
DOT TECH
 

Recently uploaded (20)

Webinar Exploring DORA for Fintechs - Simont Braun
Webinar Exploring DORA for Fintechs - Simont BraunWebinar Exploring DORA for Fintechs - Simont Braun
Webinar Exploring DORA for Fintechs - Simont Braun
 
The secret way to sell pi coins effortlessly.
The secret way to sell pi coins effortlessly.The secret way to sell pi coins effortlessly.
The secret way to sell pi coins effortlessly.
 
一比一原版(UoB毕业证)伯明翰大学毕业证如何办理
一比一原版(UoB毕业证)伯明翰大学毕业证如何办理一比一原版(UoB毕业证)伯明翰大学毕业证如何办理
一比一原版(UoB毕业证)伯明翰大学毕业证如何办理
 
Role of Information Technology in Revenue - Prof Oyedokun.pptx
Role of Information Technology in Revenue  - Prof Oyedokun.pptxRole of Information Technology in Revenue  - Prof Oyedokun.pptx
Role of Information Technology in Revenue - Prof Oyedokun.pptx
 
how to swap pi coins to foreign currency withdrawable.
how to swap pi coins to foreign currency withdrawable.how to swap pi coins to foreign currency withdrawable.
how to swap pi coins to foreign currency withdrawable.
 
Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...
Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...
Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...
 
how to sell pi coins effectively (from 50 - 100k pi)
how to sell pi coins effectively (from 50 - 100k  pi)how to sell pi coins effectively (from 50 - 100k  pi)
how to sell pi coins effectively (from 50 - 100k pi)
 
innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...
innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...
innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...
 
Transkredit Finance Company Products Presentation (1).pptx
Transkredit Finance Company Products Presentation (1).pptxTranskredit Finance Company Products Presentation (1).pptx
Transkredit Finance Company Products Presentation (1).pptx
 
2. Elemental Economics - Mineral demand.pdf
2. Elemental Economics - Mineral demand.pdf2. Elemental Economics - Mineral demand.pdf
2. Elemental Economics - Mineral demand.pdf
 
Patronage and Good Governance 5.pptx pptc
Patronage and Good Governance 5.pptx pptcPatronage and Good Governance 5.pptx pptc
Patronage and Good Governance 5.pptx pptc
 
Instant Issue Debit Cards - High School Spirit
Instant Issue Debit Cards - High School SpiritInstant Issue Debit Cards - High School Spirit
Instant Issue Debit Cards - High School Spirit
 
What price will pi network be listed on exchanges
What price will pi network be listed on exchangesWhat price will pi network be listed on exchanges
What price will pi network be listed on exchanges
 
Turin Startup Ecosystem 2024 - Ricerca sulle Startup e il Sistema dell'Innov...
Turin Startup Ecosystem 2024  - Ricerca sulle Startup e il Sistema dell'Innov...Turin Startup Ecosystem 2024  - Ricerca sulle Startup e il Sistema dell'Innov...
Turin Startup Ecosystem 2024 - Ricerca sulle Startup e il Sistema dell'Innov...
 
how to sell pi coins in South Korea profitably.
how to sell pi coins in South Korea profitably.how to sell pi coins in South Korea profitably.
how to sell pi coins in South Korea profitably.
 
BYD SWOT Analysis and In-Depth Insights 2024.pptx
BYD SWOT Analysis and In-Depth Insights 2024.pptxBYD SWOT Analysis and In-Depth Insights 2024.pptx
BYD SWOT Analysis and In-Depth Insights 2024.pptx
 
SWAIAP Fraud Risk Mitigation Prof Oyedokun.pptx
SWAIAP Fraud Risk Mitigation   Prof Oyedokun.pptxSWAIAP Fraud Risk Mitigation   Prof Oyedokun.pptx
SWAIAP Fraud Risk Mitigation Prof Oyedokun.pptx
 
Pensions and housing - Pensions PlayPen - 4 June 2024 v3 (1).pdf
Pensions and housing - Pensions PlayPen - 4 June 2024 v3 (1).pdfPensions and housing - Pensions PlayPen - 4 June 2024 v3 (1).pdf
Pensions and housing - Pensions PlayPen - 4 June 2024 v3 (1).pdf
 
An Overview of the Prosocial dHEDGE Vault works
An Overview of the Prosocial dHEDGE Vault worksAn Overview of the Prosocial dHEDGE Vault works
An Overview of the Prosocial dHEDGE Vault works
 
where can I find a legit pi merchant online
where can I find a legit pi merchant onlinewhere can I find a legit pi merchant online
where can I find a legit pi merchant online
 

Market and demand analysis

  • 2. Market and demand analysis * Situational Analysis & Specifications of Objective * Collection of Secondary Information. * Conduct of Market Survey. * Characterization of the Market. * Demand Forecasting. * Uncertainties in Demand Forecasting. * Market planning.
  • 3. Key steps of market and demand analysis
  • 4. Characterstics of Market  Effective Demand in the Past and Present Production  Imports – Exports  Nature of Product  Consumer Groups  Geographical Division  Price  Methods of Distribution and Sales Promotion  Consumers  Supply and Competition  Government Policy
  • 5. Conduct of market survey The market survey may be a census survey or a sample survey. Census survey are employed principally for intermediate goods & investment goods when such goods are used by a small number of firms. • Steps in a Sample Survey – Define the Target Population – Select the Sampling Scheme and Sample Size – Develop the Questionnaire – Recruit and Train the Field Investigators – Obtain Information as Per the Questionnaire from the Sample of Respondents – Scrutinizes the Information Gathered – Analyze and interpret the Information 
  • 6. Situational analysis  Analysis the relationship between the product and it’s market, the project analyst may informally talk to customers, competitors, middlemen and other in the industry.  Look at the experience of the company to learn about the purchasing power of customer, action & strategies of competitors.  The objectives of market & Demand analysis, to answer the following question : (for air coolers) 1. Who are the buyers of air cooler? 2. What is the total current demand for air coolers? 3. What price will the customer be willing to pay for the improved air cooler. 4. What price & warranty will ensure its acceptance? 5. What are the prospects of immediate sales? etc. 
  • 7. Methods of Demand Forecasting 1. Qualitative Method  Jury of Executive Method  Delphi Method 2. Projection Method * Time series projection Method * Exponential smoothing Method * Moving Average Method 3
  • 8.  3 Causal Methods Causal methods seek to develop forecasts on the basis of cause-effects relationships specified in an explicit, quantitative manner. 1. Chain Ratio Method 2. Consumption Level Method 3. End Use Method 4. Leading Indicator Method
  • 9. Demand Forecasting  Qualitative Methods –  These methods rely essentially on the judgment of experts to translate qualitative information into quantitative estimates – Used to generate forecasts if historical data are not available (e.g., introduction of new product)  The important qualitative methods are:  Jury of Executive Method  Delphi Method
  • 10. Time series Projection Methods  These methods generate forecasts on the basis of an analysis of the historical time series.  Assume that what has occurred in the past will continue to occur in the future  Relate the forecast to only one factor - timeThe important time series projection methods are: –  Trend Projection Method  Exponential Smoothing Method  Moving Average Method
  • 11. Casual Methods  Causal methods seek to develop forecasts on the basis of cause-effects relationships specified in an explicit, quantitative manner.  Chain Ratio Method  Consumption Level Method  End Use Method  Leading Indicator Method
  • 12. Uncertainties in Demand Forecasting  Data about past and present markets.  Lack of standardization:- product, price, quantity, cost, income….  Few observations – Influence of abnormal factors:- war, natural calamity  Methods of forecasting  Inability to handle unquantifiable factors  Unrealistic assumptions  Excessive data requirement
  • 13. Uncertainties in Demand Forecasting  Environmental changes  Technological changes  Shift in government policy * THANK YOU *