SlideShare a Scribd company logo
Marketing Research on – 3G Preference  A Conjoint Analysis  ALOK PRATAP SINGH	 Ph. 9266351033 E-mail:alokpratap347@gmail.com
Plan of the Presentation Defining the marketing objective. Identify marketing problem and research problem  The business model Marketing research methodology Tabulation and Analysis
Defining the marketing objective? Current Situation ,[object Object]
The question which is baffling the service operators, how consumers are going to choose them?
Whether 3G wouldfollow a similar fate like 2G, and the battle would be decided on tariff front? Or the road to market penetration would be different this time?,[object Object]
Marketing research problem Our marketing research problem “To Determine criterion which weigh heavily in choosing among different service providers?” “To determine the price elasticity of demand and its impact on sales” “What combination of variable would gives us maximum sale and the optimum output?”
Business Model Road Map of our  marketing research A review of trade articles related to 3G and secondary data from IMRB, Neilson were used in further understanding the market. An exploratory research was conducted among the students of  MDI to find out the variables that plays important role in deciding the price. After zeroing down on variables, another pilot study was conducted among the student community to determine the relative importance consumer attach to these variables. Stimuli : Combination of attribute levels Respondents : Evaluation of attributes in terms of desirability
The Research Methodology Objective/Theoretical Framework Mathematical Model Y = ∑ ax Where 	Y = degree of preference 	a = model parameter to be estimated statistically 	x = attribute of service operator that constitute the choice criteria
The Research Methodology 	Survey Personal In Home Interviews Structured Questionnaire Ordinal Scale  Sampling Design Process Target Population Elements – Male or Female above 16 years to 60 years of age. Sampling Units – Mobile phone users with data usage(SMS) Extent – Gurgaon Time – 2011 Sampling Frame All the students of MDI, Gurgaon
The Research Methodology Sampling Technique Sample with replacement and non probability sampling i.e. Convenience Sampling. Sample Size A sample size of 32 has been chosen.  Data Preparation & Analysis Conjoint Analysis
Conjoint Analysis -Attribute Detail Speed :  0.5-1 Mbps 1-3 Mbps 3-5 Mbps >5 Mbps Company :  Reliance,  Vodafone  Airtel Customer Service: Excellent, Poor Connectivity : Uninterrupted Breaking  Tariff for unlimited Data Uses :  <999 1000-1499 1500-1799 >1800
Conjoint Analysis -  Constructing the Stimuli Full Approach: The respondents rank the cards according to their preferences. Each profile describes a complete services and consists of a different combination of factor levels for all factor of interest. An orthogonal Array: A resulting set of 16 orthogonal array is designed with the help of SPSS to capture the main effect for each factor level. Experimental Stimuli: Each set of orthogonal design represents a different version of the product under study.
 Conjoint Analysis - Card Design COMPANY : Airtel Customer Service : Poor Connectivity : Breaking Tariff for Unlimited Uses : 1500-1799/- Speed : 0.5 – 1 Mbps 1500-1799/- 0.5 -1 Mbps
Conjoint Analysis - Running the Analysis For analyzing the data  command syntax – specifically CONJOINT Command. Conjoint PLAN='C:ocuments and SettingslokesktopelecomonjointRTHO.sav'/DATA='C:ocuments and SettingslokesktopelecomonjointankingSPSS.sav'/RANK=RankCard1 TO RankCard16/SUBJECT=Respondent / PRINT=SUMMARYONLY/PLOT=ALL/UTILITY=RUGUTILL.
Conjoint Analysis - Interpreting the Results Relative Importance 29%  22%  19% 15% 15%
Conjoint Analysis - Interpreting the Results Relative Importance The result shows that connectivity has the most influence in overall preference. Tariff is coming at third position and therefore it is not as important as Connectivity and Speed. Surprisingly Customer Service has the least importance role in determining customer preference.
Conjoint Analysis - Interpreting the Results
Conjoint Analysis - Interpreting the Results  Utility Score : Since the utilities are all expressed in common unit, they can be added together to give the total utility of any combination. 1= .895 Utility (Airtel) + Utility (Customer Service) + Utility (Connectivity) + Utility (Tariff) + Utility (Speed) = (0.895)+(-1.156)+(2.102) +(-3.033)+(3.225) =2.033 2=-1.156  Airtel 2.033 5=3.22 3= 2.102 Airtel even with Poor customer Service and High Tariffs i.e. 1500 -1799/- scoring total utility of 2.033  4=-3.03
Conjoint Analysis -Interpreting the Results  Utility Score :  Utility (Vodafone) + Utility (Customer Service) + Utility (Connectivity) + Utility (Tariff) + Utility (Speed) = (-.328)+(-1.156)+(2.102) +(-3.033)+(3.225) =0.81 1= .328 2=-1.156  Vodafone  0.81 With similar utilty like Airtel, Vodafone would loose market share. To gain an edge over Airtel, it needs to  Improve Customer service OR  Lowering the tariff from 1500-1799/- to 1000-1499/- and improving the speed beyond 5 Mbps 5=3.22 3= 2.102 4=-3.03
Conjoint Analysis - Interpreting the Results  Utility Score :  Utility (Vodafone) + Utility (Customer Service) + Utility (Connectivity) + Utility (Tariff) + Utility (Speed) = (-.566)+(-1.156)+(2.102) +(-3.033)+(3.225) =0.572 1= .328 2=-1.156  Reliance  0.572 Reliance is at a very precarious situation, it can compete only if, Improve Brand Image & Customer service OR  Lowering the tariff from 1500-1799/- to 1000-1499/- and improving the speed beyond 5 Mbps 5=3.22 3= 2.102 4=-3.03
Conjoint Analysis - Interpreting the Results Utility Score:  It’s obvious increasing Speed is technically not feasible for the Companies.  Therefore they will either resort to Connectivity,  Customer Service or Lowering the tariff. In case of Reliance, which has a low Brand Image, it should concentrate on uninterrupted connectivity and following it up with Brand Building exercise. Third option for them is improving the Customer Service.

More Related Content

What's hot

Predicting Bank Customer Churn Using Classification
Predicting Bank Customer Churn Using ClassificationPredicting Bank Customer Churn Using Classification
Predicting Bank Customer Churn Using Classification
Vishva Abeyrathne
 
IMPROVEMENT OF SUPPLY CHAIN MANAGEMENT BY MATHEMATICAL PROGRAMMING APPROACH
IMPROVEMENT OF SUPPLY CHAIN MANAGEMENT BY MATHEMATICAL PROGRAMMING APPROACHIMPROVEMENT OF SUPPLY CHAIN MANAGEMENT BY MATHEMATICAL PROGRAMMING APPROACH
IMPROVEMENT OF SUPPLY CHAIN MANAGEMENT BY MATHEMATICAL PROGRAMMING APPROACH
International Journal of Technical Research & Application
 
Mining dynamic social networks from public news articles for company value pr...
Mining dynamic social networks from public news articles for company value pr...Mining dynamic social networks from public news articles for company value pr...
Mining dynamic social networks from public news articles for company value pr...
Pratik Doshi
 
Data Mining on Customer Churn Classification
Data Mining on Customer Churn ClassificationData Mining on Customer Churn Classification
Data Mining on Customer Churn Classification
Kaushik Rajan
 
Customer churn classification using machine learning techniques
Customer churn classification using machine learning techniquesCustomer churn classification using machine learning techniques
Customer churn classification using machine learning techniques
SindhujanDhayalan
 
Campaign response modeling
Campaign response modelingCampaign response modeling
Campaign response modeling
Esteban Ribero
 
Benchmarking medium voltage feeders using data envelopment analysis: a case s...
Benchmarking medium voltage feeders using data envelopment analysis: a case s...Benchmarking medium voltage feeders using data envelopment analysis: a case s...
Benchmarking medium voltage feeders using data envelopment analysis: a case s...
TELKOMNIKA JOURNAL
 

What's hot (8)

Predicting Bank Customer Churn Using Classification
Predicting Bank Customer Churn Using ClassificationPredicting Bank Customer Churn Using Classification
Predicting Bank Customer Churn Using Classification
 
IMPROVEMENT OF SUPPLY CHAIN MANAGEMENT BY MATHEMATICAL PROGRAMMING APPROACH
IMPROVEMENT OF SUPPLY CHAIN MANAGEMENT BY MATHEMATICAL PROGRAMMING APPROACHIMPROVEMENT OF SUPPLY CHAIN MANAGEMENT BY MATHEMATICAL PROGRAMMING APPROACH
IMPROVEMENT OF SUPPLY CHAIN MANAGEMENT BY MATHEMATICAL PROGRAMMING APPROACH
 
Mining dynamic social networks from public news articles for company value pr...
Mining dynamic social networks from public news articles for company value pr...Mining dynamic social networks from public news articles for company value pr...
Mining dynamic social networks from public news articles for company value pr...
 
Data Mining on Customer Churn Classification
Data Mining on Customer Churn ClassificationData Mining on Customer Churn Classification
Data Mining on Customer Churn Classification
 
Customer churn classification using machine learning techniques
Customer churn classification using machine learning techniquesCustomer churn classification using machine learning techniques
Customer churn classification using machine learning techniques
 
Campaign response modeling
Campaign response modelingCampaign response modeling
Campaign response modeling
 
Dea
DeaDea
Dea
 
Benchmarking medium voltage feeders using data envelopment analysis: a case s...
Benchmarking medium voltage feeders using data envelopment analysis: a case s...Benchmarking medium voltage feeders using data envelopment analysis: a case s...
Benchmarking medium voltage feeders using data envelopment analysis: a case s...
 

Viewers also liked

conjoint analysis for smart phones
conjoint analysis for smart phonesconjoint analysis for smart phones
conjoint analysis for smart phonesSrinivas D
 
How to Run Conjoint Analysis
How to Run Conjoint AnalysisHow to Run Conjoint Analysis
How to Run Conjoint Analysis
QuestionPro
 
Lecture9 conjoint analysis
Lecture9 conjoint analysisLecture9 conjoint analysis
Lecture9 conjoint analysisJameson Watts
 
Conjoint Analysis - Part 1/3
Conjoint Analysis - Part 1/3Conjoint Analysis - Part 1/3
Conjoint Analysis - Part 1/3
Minha Hwang
 
A Simple Tutorial on Conjoint and Cluster Analysis
A Simple Tutorial on Conjoint and Cluster AnalysisA Simple Tutorial on Conjoint and Cluster Analysis
A Simple Tutorial on Conjoint and Cluster Analysis
Iterative Path
 
Conjoint analysis - A business case
Conjoint analysis - A business caseConjoint analysis - A business case
Conjoint analysis - A business case
Paolo Balasso
 
Mmc5427 elsie puig message testing presentation
Mmc5427 elsie puig message testing presentationMmc5427 elsie puig message testing presentation
Mmc5427 elsie puig message testing presentation
epsant
 
Google TV Conjoint Analysis Study
Google TV Conjoint Analysis StudyGoogle TV Conjoint Analysis Study
Google TV Conjoint Analysis Study
Phillip Liu
 
Conjoint analysis advance marketing research
Conjoint analysis advance marketing researchConjoint analysis advance marketing research
Conjoint analysis advance marketing researchLal Sivaraj
 
Conjoint Analysis
Conjoint AnalysisConjoint Analysis
Conjoint Analysis
Anirban Banerjee
 
Contencioso administrativo
Contencioso administrativo Contencioso administrativo
Contencioso administrativo
erikacperezb
 
Why Customers Buy | Conjoint Analysis: Unlocking the Secret to What Your Cu...
Why Customers Buy  |  Conjoint Analysis: Unlocking the Secret to What Your Cu...Why Customers Buy  |  Conjoint Analysis: Unlocking the Secret to What Your Cu...
Why Customers Buy | Conjoint Analysis: Unlocking the Secret to What Your Cu...
Qualtrics
 
Modeling Online Hotel Choice: Conjoint analysis as a multivariate alternative...
Modeling Online Hotel Choice: Conjoint analysis as a multivariate alternative...Modeling Online Hotel Choice: Conjoint analysis as a multivariate alternative...
Modeling Online Hotel Choice: Conjoint analysis as a multivariate alternative...
SKIM
 
Conjoint Analysis - Part 2/3
Conjoint Analysis - Part 2/3Conjoint Analysis - Part 2/3
Conjoint Analysis - Part 2/3
Minha Hwang
 
MKT315 - YouTube Red Analysis
MKT315 - YouTube Red AnalysisMKT315 - YouTube Red Analysis
MKT315 - YouTube Red Analysis
Paolo Mazza
 
Guide: Conjoint Analysis
Guide: Conjoint AnalysisGuide: Conjoint Analysis
Guide: Conjoint Analysis
QuestionPro
 
Intro to Conjoint Analysis and MaxDiff: How JetBlue Learns What Passengers Re...
Intro to Conjoint Analysis and MaxDiff: How JetBlue Learns What Passengers Re...Intro to Conjoint Analysis and MaxDiff: How JetBlue Learns What Passengers Re...
Intro to Conjoint Analysis and MaxDiff: How JetBlue Learns What Passengers Re...
Qualtrics
 
Multidimensional scaling & Conjoint Analysis
Multidimensional scaling & Conjoint AnalysisMultidimensional scaling & Conjoint Analysis
Multidimensional scaling & Conjoint Analysis
Omer Maroof
 
Conjoint Analysis
Conjoint AnalysisConjoint Analysis
Conjoint Analysis
Madhusudan Partani
 
Conjoint analysis
Conjoint analysisConjoint analysis
Conjoint analysis
Sunny Bose
 

Viewers also liked (20)

conjoint analysis for smart phones
conjoint analysis for smart phonesconjoint analysis for smart phones
conjoint analysis for smart phones
 
How to Run Conjoint Analysis
How to Run Conjoint AnalysisHow to Run Conjoint Analysis
How to Run Conjoint Analysis
 
Lecture9 conjoint analysis
Lecture9 conjoint analysisLecture9 conjoint analysis
Lecture9 conjoint analysis
 
Conjoint Analysis - Part 1/3
Conjoint Analysis - Part 1/3Conjoint Analysis - Part 1/3
Conjoint Analysis - Part 1/3
 
A Simple Tutorial on Conjoint and Cluster Analysis
A Simple Tutorial on Conjoint and Cluster AnalysisA Simple Tutorial on Conjoint and Cluster Analysis
A Simple Tutorial on Conjoint and Cluster Analysis
 
Conjoint analysis - A business case
Conjoint analysis - A business caseConjoint analysis - A business case
Conjoint analysis - A business case
 
Mmc5427 elsie puig message testing presentation
Mmc5427 elsie puig message testing presentationMmc5427 elsie puig message testing presentation
Mmc5427 elsie puig message testing presentation
 
Google TV Conjoint Analysis Study
Google TV Conjoint Analysis StudyGoogle TV Conjoint Analysis Study
Google TV Conjoint Analysis Study
 
Conjoint analysis advance marketing research
Conjoint analysis advance marketing researchConjoint analysis advance marketing research
Conjoint analysis advance marketing research
 
Conjoint Analysis
Conjoint AnalysisConjoint Analysis
Conjoint Analysis
 
Contencioso administrativo
Contencioso administrativo Contencioso administrativo
Contencioso administrativo
 
Why Customers Buy | Conjoint Analysis: Unlocking the Secret to What Your Cu...
Why Customers Buy  |  Conjoint Analysis: Unlocking the Secret to What Your Cu...Why Customers Buy  |  Conjoint Analysis: Unlocking the Secret to What Your Cu...
Why Customers Buy | Conjoint Analysis: Unlocking the Secret to What Your Cu...
 
Modeling Online Hotel Choice: Conjoint analysis as a multivariate alternative...
Modeling Online Hotel Choice: Conjoint analysis as a multivariate alternative...Modeling Online Hotel Choice: Conjoint analysis as a multivariate alternative...
Modeling Online Hotel Choice: Conjoint analysis as a multivariate alternative...
 
Conjoint Analysis - Part 2/3
Conjoint Analysis - Part 2/3Conjoint Analysis - Part 2/3
Conjoint Analysis - Part 2/3
 
MKT315 - YouTube Red Analysis
MKT315 - YouTube Red AnalysisMKT315 - YouTube Red Analysis
MKT315 - YouTube Red Analysis
 
Guide: Conjoint Analysis
Guide: Conjoint AnalysisGuide: Conjoint Analysis
Guide: Conjoint Analysis
 
Intro to Conjoint Analysis and MaxDiff: How JetBlue Learns What Passengers Re...
Intro to Conjoint Analysis and MaxDiff: How JetBlue Learns What Passengers Re...Intro to Conjoint Analysis and MaxDiff: How JetBlue Learns What Passengers Re...
Intro to Conjoint Analysis and MaxDiff: How JetBlue Learns What Passengers Re...
 
Multidimensional scaling & Conjoint Analysis
Multidimensional scaling & Conjoint AnalysisMultidimensional scaling & Conjoint Analysis
Multidimensional scaling & Conjoint Analysis
 
Conjoint Analysis
Conjoint AnalysisConjoint Analysis
Conjoint Analysis
 
Conjoint analysis
Conjoint analysisConjoint analysis
Conjoint analysis
 

Similar to 3G War: Who will be the winner?

Application of DEA in IT & Communication
Application of DEA in IT & CommunicationApplication of DEA in IT & Communication
Application of DEA in IT & Communication
Abhay_018
 
Churn prediction
Churn predictionChurn prediction
Churn prediction
Gigi Lino
 
Comparative Analysis of Machine Learning Algorithms for their Effectiveness i...
Comparative Analysis of Machine Learning Algorithms for their Effectiveness i...Comparative Analysis of Machine Learning Algorithms for their Effectiveness i...
Comparative Analysis of Machine Learning Algorithms for their Effectiveness i...
IRJET Journal
 
Churn in the Telecommunications Industry
Churn in the Telecommunications IndustryChurn in the Telecommunications Industry
Churn in the Telecommunications Industry
skewdlogix
 
IRJET-Survey on Identification of Top-K Competitors using Data Mining
IRJET-Survey on Identification of Top-K Competitors using Data MiningIRJET-Survey on Identification of Top-K Competitors using Data Mining
IRJET-Survey on Identification of Top-K Competitors using Data Mining
IRJET Journal
 
Gc3310851089
Gc3310851089Gc3310851089
Gc3310851089
IJERA Editor
 
Gc3310851089
Gc3310851089Gc3310851089
Gc3310851089
IJERA Editor
 
Data Mining to Classify Telco Churners
Data Mining to Classify Telco ChurnersData Mining to Classify Telco Churners
Data Mining to Classify Telco Churners
MohitMhapuskar
 
Meter Reading Benchmarking & Best Practices
Meter Reading Benchmarking & Best PracticesMeter Reading Benchmarking & Best Practices
Meter Reading Benchmarking & Best Practices
The Ascent Group,Inc.
 
CS-422 THESIS (1).pptx
CS-422 THESIS (1).pptxCS-422 THESIS (1).pptx
CS-422 THESIS (1).pptx
poojagupta010
 
Machine Learning Approaches to Predict Customer Churn in Telecommunications I...
Machine Learning Approaches to Predict Customer Churn in Telecommunications I...Machine Learning Approaches to Predict Customer Churn in Telecommunications I...
Machine Learning Approaches to Predict Customer Churn in Telecommunications I...
IRJET Journal
 
A. Nurra, From ICT survey data to experimental statistics; using IaD source f...
A. Nurra, From ICT survey data to experimental statistics; using IaD source f...A. Nurra, From ICT survey data to experimental statistics; using IaD source f...
A. Nurra, From ICT survey data to experimental statistics; using IaD source f...
Istituto nazionale di statistica
 
[Big] Data For Marketers: Targeting the Right Market
[Big] Data For Marketers: Targeting the Right Market[Big] Data For Marketers: Targeting the Right Market
[Big] Data For Marketers: Targeting the Right Market
Panji Winata
 
Practical Machine Learning at Work
Practical Machine Learning at WorkPractical Machine Learning at Work
Practical Machine Learning at Work
IDEAS - Int'l Data Engineering and Science Association
 
Pricing Optimization using Machine Learning
Pricing Optimization using Machine LearningPricing Optimization using Machine Learning
Pricing Optimization using Machine Learning
IRJET Journal
 
Customer_Churn_prediction.pptx
Customer_Churn_prediction.pptxCustomer_Churn_prediction.pptx
Customer_Churn_prediction.pptx
Aniket Patil
 
Customer_Churn_prediction.pptx
Customer_Churn_prediction.pptxCustomer_Churn_prediction.pptx
Customer_Churn_prediction.pptx
patilaniket2418
 
Cost Analysis of ComFrame: A Communication Framework for Data Management in ...
Cost Analysis of ComFrame: A Communication Framework for  Data Management in ...Cost Analysis of ComFrame: A Communication Framework for  Data Management in ...
Cost Analysis of ComFrame: A Communication Framework for Data Management in ...
IOSR Journals
 
Car Recommendation System Using Customer Reviews
Car Recommendation System Using Customer ReviewsCar Recommendation System Using Customer Reviews
Car Recommendation System Using Customer Reviews
IRJET Journal
 

Similar to 3G War: Who will be the winner? (20)

Application of DEA in IT & Communication
Application of DEA in IT & CommunicationApplication of DEA in IT & Communication
Application of DEA in IT & Communication
 
Churn prediction
Churn predictionChurn prediction
Churn prediction
 
Comparative Analysis of Machine Learning Algorithms for their Effectiveness i...
Comparative Analysis of Machine Learning Algorithms for their Effectiveness i...Comparative Analysis of Machine Learning Algorithms for their Effectiveness i...
Comparative Analysis of Machine Learning Algorithms for their Effectiveness i...
 
Churn in the Telecommunications Industry
Churn in the Telecommunications IndustryChurn in the Telecommunications Industry
Churn in the Telecommunications Industry
 
IRJET-Survey on Identification of Top-K Competitors using Data Mining
IRJET-Survey on Identification of Top-K Competitors using Data MiningIRJET-Survey on Identification of Top-K Competitors using Data Mining
IRJET-Survey on Identification of Top-K Competitors using Data Mining
 
Gc3310851089
Gc3310851089Gc3310851089
Gc3310851089
 
Gc3310851089
Gc3310851089Gc3310851089
Gc3310851089
 
Data Mining to Classify Telco Churners
Data Mining to Classify Telco ChurnersData Mining to Classify Telco Churners
Data Mining to Classify Telco Churners
 
Meter Reading Benchmarking & Best Practices
Meter Reading Benchmarking & Best PracticesMeter Reading Benchmarking & Best Practices
Meter Reading Benchmarking & Best Practices
 
CS-422 THESIS (1).pptx
CS-422 THESIS (1).pptxCS-422 THESIS (1).pptx
CS-422 THESIS (1).pptx
 
Machine Learning Approaches to Predict Customer Churn in Telecommunications I...
Machine Learning Approaches to Predict Customer Churn in Telecommunications I...Machine Learning Approaches to Predict Customer Churn in Telecommunications I...
Machine Learning Approaches to Predict Customer Churn in Telecommunications I...
 
A. Nurra, From ICT survey data to experimental statistics; using IaD source f...
A. Nurra, From ICT survey data to experimental statistics; using IaD source f...A. Nurra, From ICT survey data to experimental statistics; using IaD source f...
A. Nurra, From ICT survey data to experimental statistics; using IaD source f...
 
[Big] Data For Marketers: Targeting the Right Market
[Big] Data For Marketers: Targeting the Right Market[Big] Data For Marketers: Targeting the Right Market
[Big] Data For Marketers: Targeting the Right Market
 
Practical Machine Learning at Work
Practical Machine Learning at WorkPractical Machine Learning at Work
Practical Machine Learning at Work
 
Pricing Optimization using Machine Learning
Pricing Optimization using Machine LearningPricing Optimization using Machine Learning
Pricing Optimization using Machine Learning
 
Customer_Churn_prediction.pptx
Customer_Churn_prediction.pptxCustomer_Churn_prediction.pptx
Customer_Churn_prediction.pptx
 
Customer_Churn_prediction.pptx
Customer_Churn_prediction.pptxCustomer_Churn_prediction.pptx
Customer_Churn_prediction.pptx
 
IBZ-CV-2015
IBZ-CV-2015IBZ-CV-2015
IBZ-CV-2015
 
Cost Analysis of ComFrame: A Communication Framework for Data Management in ...
Cost Analysis of ComFrame: A Communication Framework for  Data Management in ...Cost Analysis of ComFrame: A Communication Framework for  Data Management in ...
Cost Analysis of ComFrame: A Communication Framework for Data Management in ...
 
Car Recommendation System Using Customer Reviews
Car Recommendation System Using Customer ReviewsCar Recommendation System Using Customer Reviews
Car Recommendation System Using Customer Reviews
 

Recently uploaded

20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
tjcomstrang
 
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdfEnterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdf
KaiNexus
 
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptxCADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
fakeloginn69
 
anas about venice for grade 6f about venice
anas about venice for grade 6f about veniceanas about venice for grade 6f about venice
anas about venice for grade 6f about venice
anasabutalha2013
 
5 Things You Need To Know Before Hiring a Videographer
5 Things You Need To Know Before Hiring a Videographer5 Things You Need To Know Before Hiring a Videographer
5 Things You Need To Know Before Hiring a Videographer
ofm712785
 
Brand Analysis for an artist named Struan
Brand Analysis for an artist named StruanBrand Analysis for an artist named Struan
Brand Analysis for an artist named Struan
sarahvanessa51503
 
Project File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdfProject File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdf
RajPriye
 
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
BBPMedia1
 
Memorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.pptMemorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.ppt
seri bangash
 
chapter 10 - excise tax of transfer and business taxation
chapter 10 - excise tax of transfer and business taxationchapter 10 - excise tax of transfer and business taxation
chapter 10 - excise tax of transfer and business taxation
AUDIJEAngelo
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
dylandmeas
 
BeMetals Presentation_May_22_2024 .pdf
BeMetals Presentation_May_22_2024   .pdfBeMetals Presentation_May_22_2024   .pdf
BeMetals Presentation_May_22_2024 .pdf
DerekIwanaka1
 
Cree_Rey_BrandIdentityKit.PDF_PersonalBd
Cree_Rey_BrandIdentityKit.PDF_PersonalBdCree_Rey_BrandIdentityKit.PDF_PersonalBd
Cree_Rey_BrandIdentityKit.PDF_PersonalBd
creerey
 
Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111
zoyaansari11365
 
Putting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptxPutting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptx
Cynthia Clay
 
Filing Your Delaware Franchise Tax A Detailed Guide
Filing Your Delaware Franchise Tax A Detailed GuideFiling Your Delaware Franchise Tax A Detailed Guide
Filing Your Delaware Franchise Tax A Detailed Guide
YourLegal Accounting
 
What is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdfWhat is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdf
seoforlegalpillers
 
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Arihant Webtech Pvt. Ltd
 
Buy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star ReviewsBuy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star Reviews
usawebmarket
 
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n PrintAffordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Navpack & Print
 

Recently uploaded (20)

20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
 
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdfEnterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdf
 
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptxCADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
 
anas about venice for grade 6f about venice
anas about venice for grade 6f about veniceanas about venice for grade 6f about venice
anas about venice for grade 6f about venice
 
5 Things You Need To Know Before Hiring a Videographer
5 Things You Need To Know Before Hiring a Videographer5 Things You Need To Know Before Hiring a Videographer
5 Things You Need To Know Before Hiring a Videographer
 
Brand Analysis for an artist named Struan
Brand Analysis for an artist named StruanBrand Analysis for an artist named Struan
Brand Analysis for an artist named Struan
 
Project File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdfProject File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdf
 
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
 
Memorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.pptMemorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.ppt
 
chapter 10 - excise tax of transfer and business taxation
chapter 10 - excise tax of transfer and business taxationchapter 10 - excise tax of transfer and business taxation
chapter 10 - excise tax of transfer and business taxation
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
 
BeMetals Presentation_May_22_2024 .pdf
BeMetals Presentation_May_22_2024   .pdfBeMetals Presentation_May_22_2024   .pdf
BeMetals Presentation_May_22_2024 .pdf
 
Cree_Rey_BrandIdentityKit.PDF_PersonalBd
Cree_Rey_BrandIdentityKit.PDF_PersonalBdCree_Rey_BrandIdentityKit.PDF_PersonalBd
Cree_Rey_BrandIdentityKit.PDF_PersonalBd
 
Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111
 
Putting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptxPutting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptx
 
Filing Your Delaware Franchise Tax A Detailed Guide
Filing Your Delaware Franchise Tax A Detailed GuideFiling Your Delaware Franchise Tax A Detailed Guide
Filing Your Delaware Franchise Tax A Detailed Guide
 
What is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdfWhat is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdf
 
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
 
Buy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star ReviewsBuy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star Reviews
 
Affordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n PrintAffordable Stationery Printing Services in Jaipur | Navpack n Print
Affordable Stationery Printing Services in Jaipur | Navpack n Print
 

3G War: Who will be the winner?

  • 1. Marketing Research on – 3G Preference A Conjoint Analysis ALOK PRATAP SINGH Ph. 9266351033 E-mail:alokpratap347@gmail.com
  • 2. Plan of the Presentation Defining the marketing objective. Identify marketing problem and research problem The business model Marketing research methodology Tabulation and Analysis
  • 3.
  • 4. The question which is baffling the service operators, how consumers are going to choose them?
  • 5.
  • 6. Marketing research problem Our marketing research problem “To Determine criterion which weigh heavily in choosing among different service providers?” “To determine the price elasticity of demand and its impact on sales” “What combination of variable would gives us maximum sale and the optimum output?”
  • 7. Business Model Road Map of our marketing research A review of trade articles related to 3G and secondary data from IMRB, Neilson were used in further understanding the market. An exploratory research was conducted among the students of MDI to find out the variables that plays important role in deciding the price. After zeroing down on variables, another pilot study was conducted among the student community to determine the relative importance consumer attach to these variables. Stimuli : Combination of attribute levels Respondents : Evaluation of attributes in terms of desirability
  • 8. The Research Methodology Objective/Theoretical Framework Mathematical Model Y = ∑ ax Where Y = degree of preference a = model parameter to be estimated statistically x = attribute of service operator that constitute the choice criteria
  • 9. The Research Methodology Survey Personal In Home Interviews Structured Questionnaire Ordinal Scale Sampling Design Process Target Population Elements – Male or Female above 16 years to 60 years of age. Sampling Units – Mobile phone users with data usage(SMS) Extent – Gurgaon Time – 2011 Sampling Frame All the students of MDI, Gurgaon
  • 10. The Research Methodology Sampling Technique Sample with replacement and non probability sampling i.e. Convenience Sampling. Sample Size A sample size of 32 has been chosen. Data Preparation & Analysis Conjoint Analysis
  • 11. Conjoint Analysis -Attribute Detail Speed : 0.5-1 Mbps 1-3 Mbps 3-5 Mbps >5 Mbps Company : Reliance, Vodafone Airtel Customer Service: Excellent, Poor Connectivity : Uninterrupted Breaking Tariff for unlimited Data Uses : <999 1000-1499 1500-1799 >1800
  • 12. Conjoint Analysis - Constructing the Stimuli Full Approach: The respondents rank the cards according to their preferences. Each profile describes a complete services and consists of a different combination of factor levels for all factor of interest. An orthogonal Array: A resulting set of 16 orthogonal array is designed with the help of SPSS to capture the main effect for each factor level. Experimental Stimuli: Each set of orthogonal design represents a different version of the product under study.
  • 13. Conjoint Analysis - Card Design COMPANY : Airtel Customer Service : Poor Connectivity : Breaking Tariff for Unlimited Uses : 1500-1799/- Speed : 0.5 – 1 Mbps 1500-1799/- 0.5 -1 Mbps
  • 14. Conjoint Analysis - Running the Analysis For analyzing the data command syntax – specifically CONJOINT Command. Conjoint PLAN='C:ocuments and SettingslokesktopelecomonjointRTHO.sav'/DATA='C:ocuments and SettingslokesktopelecomonjointankingSPSS.sav'/RANK=RankCard1 TO RankCard16/SUBJECT=Respondent / PRINT=SUMMARYONLY/PLOT=ALL/UTILITY=RUGUTILL.
  • 15. Conjoint Analysis - Interpreting the Results Relative Importance 29% 22% 19% 15% 15%
  • 16. Conjoint Analysis - Interpreting the Results Relative Importance The result shows that connectivity has the most influence in overall preference. Tariff is coming at third position and therefore it is not as important as Connectivity and Speed. Surprisingly Customer Service has the least importance role in determining customer preference.
  • 17. Conjoint Analysis - Interpreting the Results
  • 18. Conjoint Analysis - Interpreting the Results Utility Score : Since the utilities are all expressed in common unit, they can be added together to give the total utility of any combination. 1= .895 Utility (Airtel) + Utility (Customer Service) + Utility (Connectivity) + Utility (Tariff) + Utility (Speed) = (0.895)+(-1.156)+(2.102) +(-3.033)+(3.225) =2.033 2=-1.156 Airtel 2.033 5=3.22 3= 2.102 Airtel even with Poor customer Service and High Tariffs i.e. 1500 -1799/- scoring total utility of 2.033 4=-3.03
  • 19. Conjoint Analysis -Interpreting the Results Utility Score : Utility (Vodafone) + Utility (Customer Service) + Utility (Connectivity) + Utility (Tariff) + Utility (Speed) = (-.328)+(-1.156)+(2.102) +(-3.033)+(3.225) =0.81 1= .328 2=-1.156 Vodafone 0.81 With similar utilty like Airtel, Vodafone would loose market share. To gain an edge over Airtel, it needs to Improve Customer service OR Lowering the tariff from 1500-1799/- to 1000-1499/- and improving the speed beyond 5 Mbps 5=3.22 3= 2.102 4=-3.03
  • 20. Conjoint Analysis - Interpreting the Results Utility Score : Utility (Vodafone) + Utility (Customer Service) + Utility (Connectivity) + Utility (Tariff) + Utility (Speed) = (-.566)+(-1.156)+(2.102) +(-3.033)+(3.225) =0.572 1= .328 2=-1.156 Reliance 0.572 Reliance is at a very precarious situation, it can compete only if, Improve Brand Image & Customer service OR Lowering the tariff from 1500-1799/- to 1000-1499/- and improving the speed beyond 5 Mbps 5=3.22 3= 2.102 4=-3.03
  • 21. Conjoint Analysis - Interpreting the Results Utility Score: It’s obvious increasing Speed is technically not feasible for the Companies. Therefore they will either resort to Connectivity, Customer Service or Lowering the tariff. In case of Reliance, which has a low Brand Image, it should concentrate on uninterrupted connectivity and following it up with Brand Building exercise. Third option for them is improving the Customer Service.