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Marketing Management
                          4

                 Conducting
         Marketing Research
4-2


Marketing Research Defined



       Systematic design, collection,
       analysis, and reporting of data
     and findings relevant to a specific
    marketing situation facing a company.
4-3




The Marketing Research Process
•   Define the problem
•   Develop the research plan
•   Collect information
•   Analyze information
•   Present findings
•   Make decision
4-4




Step 1

 •   Define the problem
 •   Specify decision alternatives
 •   State research objectives
4-5



Three types of objectives
• Exploratory research
  ▫ Research to gather preliminary information that will
    help define problems and suggest hypothesis

• Descriptive
  ▫ To better describe marketing problems, situations, or
    markets such as market potential for a product or the
    demographics and attitudes of consumers

• Causal research
  ▫ To test hypotheses about cause-effect relationship
4-6




Step 2
• Data sources
    ▫ Primary
    ▫ Secondary
•   Research approach
•   Research instruments
•   Sampling plan
•   Contact methods
4-7




Research Approaches
•   Observation
•   Focus group
•   Survey
•   Experimentation
4-8




Research Instruments
• Questionnaires
• Qualitative measures
• Mechanical devices
4-9



Question Types—Dichotomous
 In arranging this trip, did you contact Air India?
  Yes  No
4-10



Question Types—Multiple Choice
With whom are you traveling on this trip?
 No one
 Spouse
 Spouse and children
 Children only
 Business associates/friends/relatives
 An organized tour group
4-11


Question Types—Likert Scale
Indicate your level of agreement with the following
statement: Small airlines generally give better
service than large ones.
 Strongly disagree
 Disagree
 Neither agree nor disagree
 Agree
 Strongly agree
4-12



Question Types—Semantic Differential
               Air India
Large ………………………………...…………….Small
Experienced………………….………….Inexperienced
Modern………………………..………….Old-fashioned
4-13



Question Types—Importance Scale
 Airline food service is _____ to me.
  Extremely important
  Very important
  Somewhat important
  Not very important
  Not at all important
4-14


Question Types—Rating Scale
 Air India’s food service is _____.
  Excellent
  Very good
  Good
  Fair
  Poor
4-15



Question Types—Intention to Buy Scale

 How likely are you to purchase tickets of Air India if
 in-flight Internet access were available?
  Definitely buy
  Probably buy
  Not sure
  Probably not buy
  Definitely not buy
4-16


Question Types—Completely
Unstructured

 What is your opinion of Air India?
4-17


Question Types—Word Association
 What is the first word that comes to your mind
 when you hear the following?
 Airline ________________________
 Air India _____________________
 Travel ________________________
4-18



Question Types—Sentence Completion
 When I choose an airline, the most important
 consideration in my decision is
 _________________________________________
 _________________________________________
 _________________________________________
 _________________________________________
 _________________________________________
 ___________________________________.
4-19



Question Types—Story Completion
“I flew Air India a few days ago. I noticed that the
exterior and interior of the plane had very bright
colors. This aroused in me the following thoughts
and feelings.” Now complete the story.
_________________________________________
_________________________________________
_________________________________________
_________________________________________
_________________________________________
___________________________________
4-20




Question Types—Picture (Empty
Balloons)
4-21




Qualitative Measures
• Shadowing
 ▫ observing people using products, shopping, going to-
   hospitals, taking the train, using their cell phones
• Behavior mapping
 ▫ photographing people, such as a hospital waiting
   room, over two or three days
• Consumer journey
 ▫ keeping track of all the interactions a consumer has
   with a product, service, or space
4-22


Qualitative Measures
• Camera journals
  ▫ asking consumers to keep visual diaries of their
    activities and impressions relating to a product
• Extreme user interviews
  ▫ talking to people who really know — or know nothing
    about a product or service and evaluating their
    experience using it.
• Storytelling
  ▫ prompting people to tell personal stories about their
    consumer experiences.
• Unfocused groups
  ▫ Interviewing a diverse group of people e.g. an artist, a
    bodybuilder, a podiatrist
4-23




Sampling Plan
• Sampling unit: Who is to be surveyed?
• Sample size: How many people should be
  surveyed?
• Sampling procedure: How should the respondents
  be chosen?
4-24




Types of Samples
  Probability       Nonprobability
  • Simple random   • Convenience
  • Stratified      • Judgment
    random          • Quota
  • Cluster
4-25




Contact Methods
•   Mail questionnaire
•   Telephone interview
•   Personal interview
•   Online interview
4-26




The Measures of Market Demand
• Potential market (interested consumers who have
  sufficient level of interest)
• Available market (interested consumers having
  sufficient income and access to the product (qualified
  available market)
• Target market (part of qualified available market the
  company decides to pursue)
• Penetrated market (set of consumers who are buying
  the product)
4-27




Estimating Future Demand
•   Survey of buyers’ intentions
•   Composite of sales force opinions
•   Expert opinion
•   Past-sales analysis
•   Market-test method
4-28




Analysis
• Most data are initially qualitative: they must be
quantified to permit statistical analysis.

• Quantitative analysis involves the techniques by
which researchers convert data to a numerical form
and subject it to statistical analyses.
4-29




Quantification of Data
• Some data, such as age and income, are intrinsically
 numerical.
• Often, quantification involves coding into categories that
  are then given numerical representations.
• Researchers may use existing coding schemes (e.g., Census
  occupation) or develop their own coding categories. In
  either case, the coding scheme must be appropriate to the
  nature and objectives of the study.
• A codebook is the document that describes the
  identifiers assigned to different variables and the codes
  assigned to represent the attributes of those variables.
4-30




Quantitative Analysis
• Univariate - describe a case in terms of a single
  variable.
• Subgroup comparisons – describe the
  similarities and differences between/among
  groups.
• Bivariate - describe a case in terms of two
  variables simultaneously.
• Multivariate - analysis of two or more variables
  simultaneously.
4-31




Univariate Analysis
• Univariate analysis is the analysis of a single variable.
 Because univariate analysis does not involve the
 relationships between two or more variables, its purpose
 is descriptive than exploratory.

• Several techniques allow researchers to summarize their
  original data to make them more manageable while
  maintaining as much of the original detail as possible.
  Frequency distributions, averages, grouped data,
  are all ways of summarizing data concerning a single
  variable.
4-32




Average (Central Tendency)

• Mean: result of diving the sum of the values by
  the total number of cases.

• Median: middle attribute in the ranked
  distribution of observed attributes.

• Mode: the most frequently occurring attribute.
4-33


Dispersion Refers to the way values are distributed
 around some central value.
• Standard Deviation: the most commonly used measure of
  dispersion.

• A higher standard deviation means that the data are
  more dispersed; a lower standard deviation means that
  they are more bunched together.
Subgroup Comparisons can be used to describe
  similarities and differences among subgroups with
  respect to some variables
4-34


• Bivariate analysis focuses on relationships
 between variables rather than comparisons of groups.
 Bivariate analysis explores the statistical association
 between the independent variable and dependent
 variable. Its purpose is usually explanatory rather than
 merely descriptive.
• Multivariate analysis is a method of analyzing the
 simultaneous relationships among several variables. It
 may also be used to understand the relationship between
 two variables more fully
4-35




Multivariate Analysis Methods
• Two general types of MVA technique
 ▫ Analysis of dependence
    Where one (or more) variables are dependent
     variables, to be explained or predicted by others
      E.g. Multiple regression
 ▫ Analysis of interdependence
    No variables thought of as “dependent”
    Look at the relationships among variables, objects or
     cases
      E.g. cluster analysis, factor analysis
4-36




Application Examples
• Is one product better than the other?
• Which factor is the most important to determine
  the performance of a system?
• What are the relationships between variables?
4-37




Major Uses of Multivariate Analysis
•   Data reduction or structural simplification
•   Sorting and grouping
•   Investigation of the dependence among variables
•   Prediction
•   Hypothesis construction and testing
Thank you

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Marketing management

  • 1. Marketing Management 4 Conducting Marketing Research
  • 2. 4-2 Marketing Research Defined Systematic design, collection, analysis, and reporting of data and findings relevant to a specific marketing situation facing a company.
  • 3. 4-3 The Marketing Research Process • Define the problem • Develop the research plan • Collect information • Analyze information • Present findings • Make decision
  • 4. 4-4 Step 1 • Define the problem • Specify decision alternatives • State research objectives
  • 5. 4-5 Three types of objectives • Exploratory research ▫ Research to gather preliminary information that will help define problems and suggest hypothesis • Descriptive ▫ To better describe marketing problems, situations, or markets such as market potential for a product or the demographics and attitudes of consumers • Causal research ▫ To test hypotheses about cause-effect relationship
  • 6. 4-6 Step 2 • Data sources ▫ Primary ▫ Secondary • Research approach • Research instruments • Sampling plan • Contact methods
  • 7. 4-7 Research Approaches • Observation • Focus group • Survey • Experimentation
  • 8. 4-8 Research Instruments • Questionnaires • Qualitative measures • Mechanical devices
  • 9. 4-9 Question Types—Dichotomous In arranging this trip, did you contact Air India?  Yes  No
  • 10. 4-10 Question Types—Multiple Choice With whom are you traveling on this trip?  No one  Spouse  Spouse and children  Children only  Business associates/friends/relatives  An organized tour group
  • 11. 4-11 Question Types—Likert Scale Indicate your level of agreement with the following statement: Small airlines generally give better service than large ones.  Strongly disagree  Disagree  Neither agree nor disagree  Agree  Strongly agree
  • 12. 4-12 Question Types—Semantic Differential Air India Large ………………………………...…………….Small Experienced………………….………….Inexperienced Modern………………………..………….Old-fashioned
  • 13. 4-13 Question Types—Importance Scale Airline food service is _____ to me.  Extremely important  Very important  Somewhat important  Not very important  Not at all important
  • 14. 4-14 Question Types—Rating Scale Air India’s food service is _____.  Excellent  Very good  Good  Fair  Poor
  • 15. 4-15 Question Types—Intention to Buy Scale How likely are you to purchase tickets of Air India if in-flight Internet access were available?  Definitely buy  Probably buy  Not sure  Probably not buy  Definitely not buy
  • 16. 4-16 Question Types—Completely Unstructured What is your opinion of Air India?
  • 17. 4-17 Question Types—Word Association What is the first word that comes to your mind when you hear the following? Airline ________________________ Air India _____________________ Travel ________________________
  • 18. 4-18 Question Types—Sentence Completion When I choose an airline, the most important consideration in my decision is _________________________________________ _________________________________________ _________________________________________ _________________________________________ _________________________________________ ___________________________________.
  • 19. 4-19 Question Types—Story Completion “I flew Air India a few days ago. I noticed that the exterior and interior of the plane had very bright colors. This aroused in me the following thoughts and feelings.” Now complete the story. _________________________________________ _________________________________________ _________________________________________ _________________________________________ _________________________________________ ___________________________________
  • 21. 4-21 Qualitative Measures • Shadowing ▫ observing people using products, shopping, going to- hospitals, taking the train, using their cell phones • Behavior mapping ▫ photographing people, such as a hospital waiting room, over two or three days • Consumer journey ▫ keeping track of all the interactions a consumer has with a product, service, or space
  • 22. 4-22 Qualitative Measures • Camera journals ▫ asking consumers to keep visual diaries of their activities and impressions relating to a product • Extreme user interviews ▫ talking to people who really know — or know nothing about a product or service and evaluating their experience using it. • Storytelling ▫ prompting people to tell personal stories about their consumer experiences. • Unfocused groups ▫ Interviewing a diverse group of people e.g. an artist, a bodybuilder, a podiatrist
  • 23. 4-23 Sampling Plan • Sampling unit: Who is to be surveyed? • Sample size: How many people should be surveyed? • Sampling procedure: How should the respondents be chosen?
  • 24. 4-24 Types of Samples Probability Nonprobability • Simple random • Convenience • Stratified • Judgment random • Quota • Cluster
  • 25. 4-25 Contact Methods • Mail questionnaire • Telephone interview • Personal interview • Online interview
  • 26. 4-26 The Measures of Market Demand • Potential market (interested consumers who have sufficient level of interest) • Available market (interested consumers having sufficient income and access to the product (qualified available market) • Target market (part of qualified available market the company decides to pursue) • Penetrated market (set of consumers who are buying the product)
  • 27. 4-27 Estimating Future Demand • Survey of buyers’ intentions • Composite of sales force opinions • Expert opinion • Past-sales analysis • Market-test method
  • 28. 4-28 Analysis • Most data are initially qualitative: they must be quantified to permit statistical analysis. • Quantitative analysis involves the techniques by which researchers convert data to a numerical form and subject it to statistical analyses.
  • 29. 4-29 Quantification of Data • Some data, such as age and income, are intrinsically numerical. • Often, quantification involves coding into categories that are then given numerical representations. • Researchers may use existing coding schemes (e.g., Census occupation) or develop their own coding categories. In either case, the coding scheme must be appropriate to the nature and objectives of the study. • A codebook is the document that describes the identifiers assigned to different variables and the codes assigned to represent the attributes of those variables.
  • 30. 4-30 Quantitative Analysis • Univariate - describe a case in terms of a single variable. • Subgroup comparisons – describe the similarities and differences between/among groups. • Bivariate - describe a case in terms of two variables simultaneously. • Multivariate - analysis of two or more variables simultaneously.
  • 31. 4-31 Univariate Analysis • Univariate analysis is the analysis of a single variable. Because univariate analysis does not involve the relationships between two or more variables, its purpose is descriptive than exploratory. • Several techniques allow researchers to summarize their original data to make them more manageable while maintaining as much of the original detail as possible. Frequency distributions, averages, grouped data, are all ways of summarizing data concerning a single variable.
  • 32. 4-32 Average (Central Tendency) • Mean: result of diving the sum of the values by the total number of cases. • Median: middle attribute in the ranked distribution of observed attributes. • Mode: the most frequently occurring attribute.
  • 33. 4-33 Dispersion Refers to the way values are distributed around some central value. • Standard Deviation: the most commonly used measure of dispersion. • A higher standard deviation means that the data are more dispersed; a lower standard deviation means that they are more bunched together. Subgroup Comparisons can be used to describe similarities and differences among subgroups with respect to some variables
  • 34. 4-34 • Bivariate analysis focuses on relationships between variables rather than comparisons of groups. Bivariate analysis explores the statistical association between the independent variable and dependent variable. Its purpose is usually explanatory rather than merely descriptive. • Multivariate analysis is a method of analyzing the simultaneous relationships among several variables. It may also be used to understand the relationship between two variables more fully
  • 35. 4-35 Multivariate Analysis Methods • Two general types of MVA technique ▫ Analysis of dependence  Where one (or more) variables are dependent variables, to be explained or predicted by others  E.g. Multiple regression ▫ Analysis of interdependence  No variables thought of as “dependent”  Look at the relationships among variables, objects or cases  E.g. cluster analysis, factor analysis
  • 36. 4-36 Application Examples • Is one product better than the other? • Which factor is the most important to determine the performance of a system? • What are the relationships between variables?
  • 37. 4-37 Major Uses of Multivariate Analysis • Data reduction or structural simplification • Sorting and grouping • Investigation of the dependence among variables • Prediction • Hypothesis construction and testing