Business Research : Data Collection and Questionnaire Construction
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Language: en
Added: Sep 12, 2024
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Data Collection &Data Collection &
Questionnaire ConstructionQuestionnaire Construction
Ravi Shankar RaiRavi Shankar Rai
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Data CollectionData Collection
Two basic methods of collectionTwo basic methods of collection
–Ask them or Observe themAsk them or Observe them
–Questioning & ObservationQuestioning & Observation
Questioning: Less expensive, Quick, Questioning: Less expensive, Quick,
VersatileVersatile
Observation: Expensive, Difficult to Observation: Expensive, Difficult to
set up, Time consumingset up, Time consuming
Observation Data are more Valid & Observation Data are more Valid &
Reliable than QuestioningReliable than Questioning
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Why a Questionnaire is Why a Questionnaire is
needed?needed?
To standardize the process of data To standardize the process of data
collection – helps in analysiscollection – helps in analysis
To achieve speed & accuracy in To achieve speed & accuracy in
collection & recordingcollection & recording
To achieve speed & accuracy in To achieve speed & accuracy in
handling data within & between handling data within & between
offices for analysesoffices for analyses
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Situations suitable for Situations suitable for
QuestioningQuestioning
Knowledge, opinion, motivation, Knowledge, opinion, motivation,
intension etc. are not open for intension etc. are not open for
observationobservation
Past events (like time & quantity of Past events (like time & quantity of
last purchase) can be studied only last purchase) can be studied only
by questioning by questioning
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Questionnaire Preparation Questionnaire Preparation
not an easy tasknot an easy task
Respondents tend to answer every Respondents tend to answer every
question – whether they have the question – whether they have the
information or notinformation or not
Response depends on the way the Response depends on the way the
question is askedquestion is asked
Two types of biasesTwo types of biases
–Interviewer biasInterviewer bias
–Respondent biasRespondent bias
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Sources of Error in Sources of Error in
QuestionnairesQuestionnaires
Memory: Respondents cant remember Memory: Respondents cant remember
correctlycorrectly
Motivation: To project a better self image, Motivation: To project a better self image,
respondents may be motivated to respondents may be motivated to
respond to all questions even incorrectlyrespond to all questions even incorrectly
Communication: May not understand the Communication: May not understand the
questionquestion
Knowledge: Simply may not knowKnowledge: Simply may not know
Attitude measurements are more prone to Attitude measurements are more prone to
errorerror
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Classification of Classification of
Questionnaire StudiesQuestionnaire Studies
Three bases of classifying Three bases of classifying
questionnaire studiesquestionnaire studies
–Degree of ‘Degree of ‘Formalization Formalization ’ or ‘’ or ‘Structured Structured ’’
–Degree to which the objective is Degree to which the objective is
‘‘Disguised Disguised ’ (In Direct) or ‘’ (In Direct) or ‘NonNon Disguised Disguised ’ ’
(Direct)(Direct)
–Communication method used: Phone, Communication method used: Phone,
Mail, Interview, InternetMail, Interview, Internet
First two bases are considered togetherFirst two bases are considered together
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Classification of Classification of
Questionnaire StudiesQuestionnaire Studies
StructuredStructured Non- StructuredNon- Structured
Non-Non-
DisguisedDisguised
Most Widely usedMost Widely used
Focus GroupFocus Group
Depth InterviewDepth Interview
DisguisedDisguised
Attitude Attitude
MeasurementMeasurement
Projective TechniqueProjective Technique
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Structured & Non - DisguisedStructured & Non - Disguised
Because StructuredBecause Structured
–Easy to tabulate & analyzeEasy to tabulate & analyze
–More reliable resultsMore reliable results
–Can be handled over phone, mail or personal Can be handled over phone, mail or personal
interviewsinterviews
–Less Interviewer biasLess Interviewer bias
Because Non – DisguisedBecause Non – Disguised
–Involves respondentsInvolves respondents
–More Respondents biasMore Respondents bias
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Non – Structured & Non – Structured &
Non - DisguisedNon - Disguised
Because Non – DisguisedBecause Non – Disguised
–Respondents may not reveal baser intentionsRespondents may not reveal baser intentions
–May not have clear idea why last purchase May not have clear idea why last purchase
was madewas made
Because Non – StructuredBecause Non – Structured
–Takes longer timeTakes longer time
–Yields more info: Focus GroupYields more info: Focus Group
–Interviewer biasInterviewer bias
–Difficult to compare resultsDifficult to compare results
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Structured & DisguisedStructured & Disguised
Because structuredBecause structured
–Eliminates interviewer biasEliminates interviewer bias
–Interpretation is uniform & easyInterpretation is uniform & easy
–Less time & Lower costLess time & Lower cost
Because disguisedBecause disguised
–Removes respondent biasRemoves respondent bias
–Desires latent in unconscious mind can Desires latent in unconscious mind can
be uncoveredbe uncovered
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Non – Structured & DisguisedNon – Structured & Disguised
Because non – structuredBecause non – structured
–Yields more informationYields more information
–Interviewer biasInterviewer bias
–Takes longer time Takes longer time
–Results can not be comparedResults can not be compared
Because disguisedBecause disguised
–Helps uncovering subconscious feelings & Helps uncovering subconscious feelings &
socially unacceptable attitudes & motivessocially unacceptable attitudes & motives
–Removes respondent biasRemoves respondent bias
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ObservationObservation
Generally not employed for one time studyGenerally not employed for one time study
For data collection at regular interval For data collection at regular interval
researchers use observation: Television researchers use observation: Television
viewing, Purchases made in shopping mallsviewing, Purchases made in shopping malls
Advantages:Advantages:
–Willingness & Accuracy not relevant. Observers Willingness & Accuracy not relevant. Observers
watch actual actionswatch actual actions
–Interviewer bias eliminatedInterviewer bias eliminated
DisadvantagesDisadvantages
–Can not observe attitude, Opinion, Belief, Can not observe attitude, Opinion, Belief,
Knowledge, MotivationKnowledge, Motivation
–Higher cost than questionnaire method Higher cost than questionnaire method
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Methods of ObservationMethods of Observation
Classified on five basesClassified on five bases
1.1.Situation is Natural or ContrivedSituation is Natural or Contrived
2.2.Observation is Obtrusive or UnobtrusiveObservation is Obtrusive or Unobtrusive
3.3.Topic of interest observed Directly or Topic of interest observed Directly or
IndirectlyIndirectly
4.4.Observation is Structured or Un-Observation is Structured or Un-
StructuredStructured
5.5.Mechanical means employed or notMechanical means employed or not
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Classification of Classification of
Questionnaire StudiesQuestionnaire Studies
By methods of communicationBy methods of communication
–Telephone, Mail, Interview at home or Telephone, Mail, Interview at home or
mall/office, Internetmall/office, Internet
Select a method based on cost of Select a method based on cost of
obtaining obtaining accurateaccurate information information
Factors affecting accuracyFactors affecting accuracy
–Character of populationCharacter of population
–Subject of interestSubject of interest
–Questionnaire length & complexityQuestionnaire length & complexity
–Geographic spreadGeographic spread
–Time & Budget availableTime & Budget available
–Extent of validity checksExtent of validity checks
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10 Steps of Questionnaire 10 Steps of Questionnaire
ConstructionConstruction
1.1.Specify objectives: List of needed Specify objectives: List of needed
informationinformation
2.2.Decide method of data collectionDecide method of data collection
3.3.Determine content of individual Determine content of individual
questionsquestions
4.4.Determine type of questions to useDetermine type of questions to use
5.5.Decide wording of the questionsDecide wording of the questions
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6.6.Decide question sequenceDecide question sequence
7.7.Pre-Code & Obtain approvalPre-Code & Obtain approval
8.8.Decide layoutDecide layout
9.9.Pre Test: Pilot surveyPre Test: Pilot survey
10.10.Revise & ImplementRevise & Implement
10 Steps of Questionnaire 10 Steps of Questionnaire
ConstructionConstruction
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Steps 1 & 2: Specify objectives & Steps 1 & 2: Specify objectives &
Decide method of data collectionDecide method of data collection
Specify survey objectivesSpecify survey objectives
–Focused, Outcomes measurable & Focused, Outcomes measurable &
Within available resourcesWithin available resources
–Objectives will determine the list of Objectives will determine the list of
needed informationneeded information
–Must be comprehensiveMust be comprehensive
Methods of Data Collection: Personal Methods of Data Collection: Personal
Interview, Mail, Phone, InternetInterview, Mail, Phone, Internet
2020
Step 3: Determine Contents of Step 3: Determine Contents of
Individual QuestionsIndividual Questions
Is the question necessary: Check with Is the question necessary: Check with
objectiveobjective
Does respondent have the informationDoes respondent have the information
Is the Question asked within respondent’s Is the Question asked within respondent’s
experienceexperience
Can he remember: we may use aided recallCan he remember: we may use aided recall
Will the respondent give the infoWill the respondent give the info
Are several questions needed to replace oneAre several questions needed to replace one
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Types of questionsTypes of questions
–Open questionsOpen questions
–Multiple choice questionsMultiple choice questions
–Dichotomous questionsDichotomous questions
Step 4: Determine the type of Step 4: Determine the type of
QuestionsQuestions
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Step 4: Determine the type of Step 4: Determine the type of
QuestionsQuestions
Open QuestionsOpen Questions
–AdvantagesAdvantages
Good as first questionGood as first question
Involves respondentsInvolves respondents
Every one can answerEvery one can answer
–DisadvantagesDisadvantages
Long answerLong answer
Difficult to analyze: Brings too much Difficult to analyze: Brings too much
varietyvariety
Introduces Interviewer biasIntroduces Interviewer bias
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Multiple choiceMultiple choice
–AdvantagesAdvantages
Eliminates interviewer biasEliminates interviewer bias
Quick and easy to answerQuick and easy to answer
Easy to tabulate & analyzeEasy to tabulate & analyze
–DisadvantagesDisadvantages
Introduces ordering biasIntroduces ordering bias
(Explain Split Ballot)(Explain Split Ballot)
Step 4: Determine the type of Step 4: Determine the type of
QuestionsQuestions
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Dichotomous questions: questions Dichotomous questions: questions
with only two possible answerswith only two possible answers
–AdvantagesAdvantages
Easy to answerEasy to answer
No interviewer biasNo interviewer bias
Easy to tabulate & analyzeEasy to tabulate & analyze
–DisadvantagesDisadvantages
Not all questions lend themselves to such a Not all questions lend themselves to such a
formatformat
Step 4: Determine the type of Step 4: Determine the type of
QuestionsQuestions
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Step 5: Decide wordingStep 5: Decide wording
Define the issue: Who, What, When, Why, Define the issue: Who, What, When, Why,
Where & How?Where & How?
Subjective versus objectiveSubjective versus objective
Positive or negativePositive or negative
Use simple wordsUse simple words
Avoid ambiguous words e.g., Avoid ambiguous words e.g., Which brand Which brand
of cigarette do you smoke regularly?of cigarette do you smoke regularly?
Questions about personal information Questions about personal information
need to be buffered with an explanation need to be buffered with an explanation
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Step 6: Decide question Step 6: Decide question
sequencesequence
Opening questions must win Opening questions must win
respondent’s interestrespondent’s interest
Easy to difficultEasy to difficult
Logical orderLogical order
No cross referencingNo cross referencing
Demographic questions at the endDemographic questions at the end
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Step 7: Pre code & Obtain Step 7: Pre code & Obtain
approvalapproval
Each questionnaire must contain a code Each questionnaire must contain a code
to help in tracing up to the sourceto help in tracing up to the source
To facilitate data entry & analysis, assign To facilitate data entry & analysis, assign
codes to each question & its possible codes to each question & its possible
answersanswers
Develop a systematic approach about Develop a systematic approach about
analysesanalyses
Analyses can be done even with cross Analyses can be done even with cross
referencing (AND & OR concepts of Wenn referencing (AND & OR concepts of Wenn
Diagram) of questionsDiagram) of questions
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Step 8: Decide layout Step 8: Decide layout
Layout should be such thatLayout should be such that
–Secures acceptanceSecures acceptance
–Easy to controlEasy to control
–Easy to handleEasy to handle
Font size used should be easy to readFont size used should be easy to read
Easy to fill with minimum effort on Easy to fill with minimum effort on
respondents’ partrespondents’ part
Should not appear to be bulkyShould not appear to be bulky
Should withstand the wear & tear of Should withstand the wear & tear of
handling by multiple peoplehandling by multiple people
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Steps 9 & 10: Pre test, Revise Steps 9 & 10: Pre test, Revise
& Implement& Implement
Pre-testing is a mustPre-testing is a must
–Faults in wording, sequence, layout etc. Faults in wording, sequence, layout etc.
can be identified & eliminatedcan be identified & eliminated
Revise Revise
Implement Implement