SlideShare a Scribd company logo
1 of 10
Demand Forecasting Techniques
DEMAND FORECASTING An activity of determining qty. of goods to be purchased in Future Necessity for forecasting Demand Stock Effects Market Response effects Factors affecting Demand forecast
Factors involved in Demand Forecasting How far ahead? a. Long term – eg., petroleum, paper, shipping. Tactical decisions. Within the limits of resources already available. b. Short-term – eg., clothes. Strategic decisions. Extending or reducing the limits of resources. 2.Undertaken at three levels: Macro-level Industry level eg., trade associations Firm level 3. Should the forecast be general or specific (product-wise)? 4. Problems or methods of forecasting for “new” vis-à-vis “well established” products. 5. Classification of products – producer goods, consumer durables, consumer goods, services. 6.  Special factors peculiar to the product and the market – risk and uncertainty. (eg., ladies’ dresses)
Short Term forecast Scheduling of production to avoid problems of over production and under- production. Proper management of inventories Evolving suitable price strategy to maintain consistent sales Formulating a suitable sales strategy in accordance with the changing pattern of demand and extent of competition among the firms. Forecasting financial requirements for the short period.
Long Term Forecast Planning for a new project, expansion and modernization of an existing unit, diversification and technological up gradation. Assessing long term financial needs. It takes time to raise financial resources. Arranging suitable manpower. It can help a firm to arrange for specialized labour force and personnel. Evolving a suitable strategy for changing pattern of consumption.
Determinants of Demand 1. Non-durable consumer goods: Purchasing power – disposable personal income (personal income – direct taxes and other deductions). Published by C.S.O. Price. Demography: 2. Durable consumer goods: Choice between using the goods longer by repairing it, or disposing it off and replacing it with a new one.   Require special facilities for their use, eg., roads for automobiles.  Household demand vis-à-vis individual demand.  Family characteristics.  Total demand consists of  a. New-owner demand and, b. Replacement demand  Price and credit conditions.
Determinants of Demand 3. Capital goods: – used for further production. Demand will depend upon the specific markets they serve and the end uses for which they are bought. Data required for estimating the demand for capital goods: The growth prospects of the user industries. The norm of consumption of capital goods per unit of installed capacity. The velocity of their use.
Methods of Demand Forecasting  Qualitative Methods Unaided Judgements/ Expert Opinion/ Hunch Method Collective Opinion Perdiction Markets Delphi Technique JudgementalBootstraping Simulated Interactions Conjoint analysis Test marketing
Test marketing Buyers’ Intentions Consumer Clinics Neuro Science Market Experiments Virtual shopping and virtual Management
Quantitative Methods Time Series Moving averages Leading Indicator method Correlation and regression Equations Extrapolation

More Related Content

What's hot

Demand forecasting
Demand forecastingDemand forecasting
Demand forecastingShompa Nandi
 
Managerial Economics- Demand Forecasting PPT
Managerial Economics- Demand Forecasting PPTManagerial Economics- Demand Forecasting PPT
Managerial Economics- Demand Forecasting PPTDr. Durgaprasad Navulla
 
Demand Forecasting
Demand ForecastingDemand Forecasting
Demand Forecastingsoumya0896
 
Demand Estimation and Forecast
Demand Estimation and ForecastDemand Estimation and Forecast
Demand Estimation and ForecastRashida Siamwala
 
Ge nine(9) cell matrix
Ge nine(9) cell matrixGe nine(9) cell matrix
Ge nine(9) cell matrixHpm India
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecastingAkshismruti
 
Supply chain drivers
Supply chain driversSupply chain drivers
Supply chain driversAnupam Basu
 
Managerial-Economics
Managerial-EconomicsManagerial-Economics
Managerial-EconomicsPrathammk
 
Models of consumer behaviour
Models of consumer behaviourModels of consumer behaviour
Models of consumer behaviourVikram g b
 
Pricing decisions in marketing management
Pricing decisions in marketing managementPricing decisions in marketing management
Pricing decisions in marketing managementKrutika Pachauri
 
Factors That Shape a Company's Strategies-SM-MBA
Factors That Shape a Company's Strategies-SM-MBAFactors That Shape a Company's Strategies-SM-MBA
Factors That Shape a Company's Strategies-SM-MBAChandra Shekar Immani
 
Price Discrimination
Price DiscriminationPrice Discrimination
Price Discriminationtutor2u
 
Levels and Pattern of Market Segmentation
Levels and Pattern of Market SegmentationLevels and Pattern of Market Segmentation
Levels and Pattern of Market SegmentationDr Pooja
 
Competitive strategies
Competitive strategiesCompetitive strategies
Competitive strategiesRodixon94
 

What's hot (20)

Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
Managerial Economics- Demand Forecasting PPT
Managerial Economics- Demand Forecasting PPTManagerial Economics- Demand Forecasting PPT
Managerial Economics- Demand Forecasting PPT
 
Demand Forecasting
Demand ForecastingDemand Forecasting
Demand Forecasting
 
Demand Estimation and Forecast
Demand Estimation and ForecastDemand Estimation and Forecast
Demand Estimation and Forecast
 
MARKETING MYOPIA
MARKETING MYOPIAMARKETING MYOPIA
MARKETING MYOPIA
 
Ge nine(9) cell matrix
Ge nine(9) cell matrixGe nine(9) cell matrix
Ge nine(9) cell matrix
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
Marketing information system
Marketing information systemMarketing information system
Marketing information system
 
Supply chain drivers
Supply chain driversSupply chain drivers
Supply chain drivers
 
Managerial-Economics
Managerial-EconomicsManagerial-Economics
Managerial-Economics
 
Models of consumer behaviour
Models of consumer behaviourModels of consumer behaviour
Models of consumer behaviour
 
Pricing decisions in marketing management
Pricing decisions in marketing managementPricing decisions in marketing management
Pricing decisions in marketing management
 
6 Demand forecasting
6 Demand forecasting6 Demand forecasting
6 Demand forecasting
 
Factors That Shape a Company's Strategies-SM-MBA
Factors That Shape a Company's Strategies-SM-MBAFactors That Shape a Company's Strategies-SM-MBA
Factors That Shape a Company's Strategies-SM-MBA
 
Price Discrimination
Price DiscriminationPrice Discrimination
Price Discrimination
 
Levels and Pattern of Market Segmentation
Levels and Pattern of Market SegmentationLevels and Pattern of Market Segmentation
Levels and Pattern of Market Segmentation
 
Demand forecasting
Demand forecasting Demand forecasting
Demand forecasting
 
Forecasting Methods
Forecasting MethodsForecasting Methods
Forecasting Methods
 
Competitive strategies
Competitive strategiesCompetitive strategies
Competitive strategies
 

Similar to Demand forecasting techniques ppt

Demand Forecasting Me
Demand Forecasting MeDemand Forecasting Me
Demand Forecasting Mesandeep_24
 
demand forecasting
demand forecastingdemand forecasting
demand forecastingGuruhr
 
Demand+forecasting me
Demand+forecasting meDemand+forecasting me
Demand+forecasting meDeen Mohammad
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecastingRoneet Kumar
 
2018 demand planning
2018 demand planning2018 demand planning
2018 demand planningAmy Patton
 
Demand estimating and forcasting
Demand estimating and forcastingDemand estimating and forcasting
Demand estimating and forcastingMuntaquir Hasnain
 
Demand forecasting.
Demand forecasting.Demand forecasting.
Demand forecasting.Akash Bharti
 
Seminor on market survey
Seminor on market survey Seminor on market survey
Seminor on market survey Sagar
 
Purchasing chessboard english
Purchasing chessboard   englishPurchasing chessboard   english
Purchasing chessboard englishJavier Caravantes
 
Feasibility Study: Marketing , Technical and Management Aspect
Feasibility Study: Marketing , Technical and Management AspectFeasibility Study: Marketing , Technical and Management Aspect
Feasibility Study: Marketing , Technical and Management AspectLena Argosino
 
demandforecasting-180917122131.pptx
demandforecasting-180917122131.pptxdemandforecasting-180917122131.pptx
demandforecasting-180917122131.pptxPrabin Pandit
 
Designing channels of distribution case
Designing channels of distribution caseDesigning channels of distribution case
Designing channels of distribution caseDeepshikha Verma
 
Defining and analyzing product market
Defining and analyzing product marketDefining and analyzing product market
Defining and analyzing product marketMd. Fahad Bin Motaleb
 
Mba 2 Sem Demand For Casting
Mba 2  Sem Demand For CastingMba 2  Sem Demand For Casting
Mba 2 Sem Demand For Castingkkiransoni
 

Similar to Demand forecasting techniques ppt (20)

Demand Forecasting Me
Demand Forecasting MeDemand Forecasting Me
Demand Forecasting Me
 
demand forecasting
demand forecastingdemand forecasting
demand forecasting
 
Demand+forecasting me
Demand+forecasting meDemand+forecasting me
Demand+forecasting me
 
Demand forecasting.ppt
Demand forecasting.pptDemand forecasting.ppt
Demand forecasting.ppt
 
Demand forecasting
Demand forecastingDemand forecasting
Demand forecasting
 
2018 demand planning
2018 demand planning2018 demand planning
2018 demand planning
 
Demand forecasting 12
Demand forecasting 12Demand forecasting 12
Demand forecasting 12
 
Demand estimating and forcasting
Demand estimating and forcastingDemand estimating and forcasting
Demand estimating and forcasting
 
Demand forecasting.
Demand forecasting.Demand forecasting.
Demand forecasting.
 
Demand forecasting.
Demand forecasting.Demand forecasting.
Demand forecasting.
 
Scm unit
Scm unit Scm unit
Scm unit
 
Seminor on market survey
Seminor on market survey Seminor on market survey
Seminor on market survey
 
Purchasing chessboard english
Purchasing chessboard   englishPurchasing chessboard   english
Purchasing chessboard english
 
Sourcing Portfolio Analysis
Sourcing Portfolio AnalysisSourcing Portfolio Analysis
Sourcing Portfolio Analysis
 
Sourcing Portfolio Analysis
Sourcing Portfolio AnalysisSourcing Portfolio Analysis
Sourcing Portfolio Analysis
 
Feasibility Study: Marketing , Technical and Management Aspect
Feasibility Study: Marketing , Technical and Management AspectFeasibility Study: Marketing , Technical and Management Aspect
Feasibility Study: Marketing , Technical and Management Aspect
 
demandforecasting-180917122131.pptx
demandforecasting-180917122131.pptxdemandforecasting-180917122131.pptx
demandforecasting-180917122131.pptx
 
Designing channels of distribution case
Designing channels of distribution caseDesigning channels of distribution case
Designing channels of distribution case
 
Defining and analyzing product market
Defining and analyzing product marketDefining and analyzing product market
Defining and analyzing product market
 
Mba 2 Sem Demand For Casting
Mba 2  Sem Demand For CastingMba 2  Sem Demand For Casting
Mba 2 Sem Demand For Casting
 

More from pcte

Pgdm managerial economics course module
Pgdm managerial economics course modulePgdm managerial economics course module
Pgdm managerial economics course modulepcte
 
Pgdm managerial economics course module
Pgdm managerial economics course modulePgdm managerial economics course module
Pgdm managerial economics course modulepcte
 
Micro economics course module
Micro economics course moduleMicro economics course module
Micro economics course modulepcte
 
C:\fakepath\six conditions of a perfect business
C:\fakepath\six conditions of a perfect businessC:\fakepath\six conditions of a perfect business
C:\fakepath\six conditions of a perfect businesspcte
 
Demand and supply
Demand and supplyDemand and supply
Demand and supplypcte
 
Introduction to managerial economics
Introduction to managerial economicsIntroduction to managerial economics
Introduction to managerial economicspcte
 
Cadinal utility analysis
Cadinal utility analysisCadinal utility analysis
Cadinal utility analysispcte
 
Cadinal utility analysis
Cadinal utility analysisCadinal utility analysis
Cadinal utility analysispcte
 
C:\fakepath\course module managerial economics
C:\fakepath\course module managerial economicsC:\fakepath\course module managerial economics
C:\fakepath\course module managerial economicspcte
 
Course module managerial economics
Course module managerial economicsCourse module managerial economics
Course module managerial economicspcte
 
Course module managerial economics
Course module managerial economicsCourse module managerial economics
Course module managerial economicspcte
 
Collection of data
Collection of dataCollection of data
Collection of datapcte
 
Course module managerial economics
Course module managerial economicsCourse module managerial economics
Course module managerial economicspcte
 
Introduction
IntroductionIntroduction
Introductionpcte
 
C:\fakepath\gaap ppt
C:\fakepath\gaap pptC:\fakepath\gaap ppt
C:\fakepath\gaap pptpcte
 
C:\fakepath\chapter one basics of micro economics
C:\fakepath\chapter one  basics of micro economicsC:\fakepath\chapter one  basics of micro economics
C:\fakepath\chapter one basics of micro economicspcte
 
Basic accounting bca 1
Basic accounting bca 1Basic accounting bca 1
Basic accounting bca 1pcte
 
Basic accounting bca 1
Basic accounting bca 1Basic accounting bca 1
Basic accounting bca 1pcte
 
Bb 103 micro economics shweta
Bb 103 micro economics shwetaBb 103 micro economics shweta
Bb 103 micro economics shwetapcte
 
Bb 103 micro economics shweta
Bb 103 micro economics shwetaBb 103 micro economics shweta
Bb 103 micro economics shwetapcte
 

More from pcte (20)

Pgdm managerial economics course module
Pgdm managerial economics course modulePgdm managerial economics course module
Pgdm managerial economics course module
 
Pgdm managerial economics course module
Pgdm managerial economics course modulePgdm managerial economics course module
Pgdm managerial economics course module
 
Micro economics course module
Micro economics course moduleMicro economics course module
Micro economics course module
 
C:\fakepath\six conditions of a perfect business
C:\fakepath\six conditions of a perfect businessC:\fakepath\six conditions of a perfect business
C:\fakepath\six conditions of a perfect business
 
Demand and supply
Demand and supplyDemand and supply
Demand and supply
 
Introduction to managerial economics
Introduction to managerial economicsIntroduction to managerial economics
Introduction to managerial economics
 
Cadinal utility analysis
Cadinal utility analysisCadinal utility analysis
Cadinal utility analysis
 
Cadinal utility analysis
Cadinal utility analysisCadinal utility analysis
Cadinal utility analysis
 
C:\fakepath\course module managerial economics
C:\fakepath\course module managerial economicsC:\fakepath\course module managerial economics
C:\fakepath\course module managerial economics
 
Course module managerial economics
Course module managerial economicsCourse module managerial economics
Course module managerial economics
 
Course module managerial economics
Course module managerial economicsCourse module managerial economics
Course module managerial economics
 
Collection of data
Collection of dataCollection of data
Collection of data
 
Course module managerial economics
Course module managerial economicsCourse module managerial economics
Course module managerial economics
 
Introduction
IntroductionIntroduction
Introduction
 
C:\fakepath\gaap ppt
C:\fakepath\gaap pptC:\fakepath\gaap ppt
C:\fakepath\gaap ppt
 
C:\fakepath\chapter one basics of micro economics
C:\fakepath\chapter one  basics of micro economicsC:\fakepath\chapter one  basics of micro economics
C:\fakepath\chapter one basics of micro economics
 
Basic accounting bca 1
Basic accounting bca 1Basic accounting bca 1
Basic accounting bca 1
 
Basic accounting bca 1
Basic accounting bca 1Basic accounting bca 1
Basic accounting bca 1
 
Bb 103 micro economics shweta
Bb 103 micro economics shwetaBb 103 micro economics shweta
Bb 103 micro economics shweta
 
Bb 103 micro economics shweta
Bb 103 micro economics shwetaBb 103 micro economics shweta
Bb 103 micro economics shweta
 

Recently uploaded

INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmStan Meyer
 
Integumentary System SMP B. Pharm Sem I.ppt
Integumentary System SMP B. Pharm Sem I.pptIntegumentary System SMP B. Pharm Sem I.ppt
Integumentary System SMP B. Pharm Sem I.pptshraddhaparab530
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfErwinPantujan2
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17Celine George
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Seán Kennedy
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfPatidar M
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Celine George
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationRosabel UA
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designMIPLM
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4MiaBumagat1
 
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfInclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfTechSoup
 
Choosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for ParentsChoosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for Parentsnavabharathschool99
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...Nguyen Thanh Tu Collection
 
Concurrency Control in Database Management system
Concurrency Control in Database Management systemConcurrency Control in Database Management system
Concurrency Control in Database Management systemChristalin Nelson
 
Measures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataMeasures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataBabyAnnMotar
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 

Recently uploaded (20)

FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptxFINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and Film
 
Integumentary System SMP B. Pharm Sem I.ppt
Integumentary System SMP B. Pharm Sem I.pptIntegumentary System SMP B. Pharm Sem I.ppt
Integumentary System SMP B. Pharm Sem I.ppt
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
 
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptxYOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdf
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translation
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-design
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4
 
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfInclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
 
Choosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for ParentsChoosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for Parents
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
 
Concurrency Control in Database Management system
Concurrency Control in Database Management systemConcurrency Control in Database Management system
Concurrency Control in Database Management system
 
Measures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataMeasures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped data
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 

Demand forecasting techniques ppt

  • 2. DEMAND FORECASTING An activity of determining qty. of goods to be purchased in Future Necessity for forecasting Demand Stock Effects Market Response effects Factors affecting Demand forecast
  • 3. Factors involved in Demand Forecasting How far ahead? a. Long term – eg., petroleum, paper, shipping. Tactical decisions. Within the limits of resources already available. b. Short-term – eg., clothes. Strategic decisions. Extending or reducing the limits of resources. 2.Undertaken at three levels: Macro-level Industry level eg., trade associations Firm level 3. Should the forecast be general or specific (product-wise)? 4. Problems or methods of forecasting for “new” vis-à-vis “well established” products. 5. Classification of products – producer goods, consumer durables, consumer goods, services. 6. Special factors peculiar to the product and the market – risk and uncertainty. (eg., ladies’ dresses)
  • 4. Short Term forecast Scheduling of production to avoid problems of over production and under- production. Proper management of inventories Evolving suitable price strategy to maintain consistent sales Formulating a suitable sales strategy in accordance with the changing pattern of demand and extent of competition among the firms. Forecasting financial requirements for the short period.
  • 5. Long Term Forecast Planning for a new project, expansion and modernization of an existing unit, diversification and technological up gradation. Assessing long term financial needs. It takes time to raise financial resources. Arranging suitable manpower. It can help a firm to arrange for specialized labour force and personnel. Evolving a suitable strategy for changing pattern of consumption.
  • 6. Determinants of Demand 1. Non-durable consumer goods: Purchasing power – disposable personal income (personal income – direct taxes and other deductions). Published by C.S.O. Price. Demography: 2. Durable consumer goods: Choice between using the goods longer by repairing it, or disposing it off and replacing it with a new one. Require special facilities for their use, eg., roads for automobiles. Household demand vis-à-vis individual demand. Family characteristics. Total demand consists of a. New-owner demand and, b. Replacement demand Price and credit conditions.
  • 7. Determinants of Demand 3. Capital goods: – used for further production. Demand will depend upon the specific markets they serve and the end uses for which they are bought. Data required for estimating the demand for capital goods: The growth prospects of the user industries. The norm of consumption of capital goods per unit of installed capacity. The velocity of their use.
  • 8. Methods of Demand Forecasting Qualitative Methods Unaided Judgements/ Expert Opinion/ Hunch Method Collective Opinion Perdiction Markets Delphi Technique JudgementalBootstraping Simulated Interactions Conjoint analysis Test marketing
  • 9. Test marketing Buyers’ Intentions Consumer Clinics Neuro Science Market Experiments Virtual shopping and virtual Management
  • 10. Quantitative Methods Time Series Moving averages Leading Indicator method Correlation and regression Equations Extrapolation