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Overview of Survey Research Methods. Large-scale research design procedures for collecting large amounts of raw data using questionnaires. Conceptualization and Constructs.
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Overview of Survey Research Methods • Large-scale research design procedures for collecting large amounts of raw data using questionnaires.
Conceptualization and Constructs • A concept is an abstract idea to explain how things work. Closely related, a construct is more abstract and developed for scientific inquiry
Operationalizing A Construct When a research team operationalizes a construc, they go through a process of “breaking-it-down.” In other words, they create questions to reflect a construct. How would you operationalize … • Customer Loyalty 12-5
Various Variables • Independent variables • Dependent variables • Extraneous (uncontrolled) variables • Lead to spurious conclusions
Guidelines for Question Quality(to control for non-sampling error) • Survey questions must tap into the research problem • Use simple, interesting, non-threatening opening questions • Do your respondents understand the question?. • Use the funnel approach, asking broadquestions first • Carefully design branching questions • Place difficult or sensitive questions near the end • Ask for classification information last • Pre-test the survey
A Funnel Sequence How would you rate your last experience when eating at ABC restaurant? • Extremely Extremely • Poor Poor So-So Good Good How would you rate the quality of the service? • Extremely Extremely • Poor Poor So-So Good Good
Leading Questions • A question framed to give the respondent an indication about how he or she should answer. • Example • Do you feel that limiting taxes by law is an effective way to stop the government from picking your pocket every payday? • Yes • No • Undecided
Double-Barreled Question A question that calls for two responses Example Are the food and service at the local Green Mill good? Yes No
Branching Question • Example • 1. Did you give money to Canopy of Care last year? ___ Yes ___ No • {If Yes, go to #3.} • We are interested in why people do not contribute. The following is a list of answers others have given. Please tell me which, if any, apply to you. • a. ___ Someone else in my household had already contributed. • b. ___ I did not have the money at the time. • c. ___ I gave to other charities. • d. ___ I volunteered my services to Canopy of Care instead of contributing money. • e. ___ I volunteered my services to other charities instead of contributing to Canopy • f. ___ I did not give because Canopy of Care spends its money inefficiently. • g. ___ None of the above. • To how many different charities do you think Canopy of Care contributes to? • a. ___ 0-20 d. 81-100 • b. ___ 21-40 e. More than 100 • c. ___ 41-80 f. Don’t know.
Open-Ended Questions • the respondent can reply in his or her own words. “What advantages, if any, do you think ordering from a mail order catalog company offers compared with local retail outlets? __________________________________________________________________________________________________________________
Closed-Ended Questions • Closed-Ended Questions • response is “forced” • does avoid problems (such as subjectivity) of open-ended questions. But you can lose compelling data.
Closed Questions • RESPONSES MUST BE ... • Exhaustive • Mutually exclusive • Should have a “Don’t know”
Types of Scale • Nominal Scale • labels and categories (e.g. gender, major) • Ordinal Scale • order (ie., rank restaurants in order of preference) • Interval Scale (it is inherently ordinal) • equal differences (e.g. temperature) • Ratio Scale • Natural zero (e.g. weight, height)
Scale Characteristics • Order – numbers on scale are ordered • Distance – differences exist between the ordered numbers • Origin – There is a unique origin indicated by the number zero
Dichotomous Questions • The simplest form of a closed-ended question. • Nominal response 1. Where do you live? A. Large urban area 1 B. Small rural area 2
Nominal Scale Which of the following soft drinks do you like? Check all that apply. Coca-Cola Mountain Dew Seven Up Dr. Pepper Pepsi Sprite
Ordinal Scale 1. Now that you have read a sample of the Wall Street Journal, would you say that you would…(Check one) Definitely buy it Probably buy it Might or might not buy it Probably will not buy it Definitely will not buy it
Interval Scale What is your overall opinion about each of these brands? unfavorable favorable Coca-Cola 1 2 3 4 5 6 7 Dr. Pepper 1 2 3 4 5 6 7 Pepsi 1 2 3 4 5 6 7 Sprite 1 2 3 4 5 6 7
Likert Scale • How much do you agree with the following statements: • SD SA • People who live in BH are rich 1 2 3 4 5 • People who live in BH are sad 1 2 3 4 5
Semantic Differential • People who live in Beverly Hills are: • rich 1 2 3 4 5 poor • friendly 1 2 3 4 5 snobby • young 1 2 3 4 5 old • happy 1 2 3 4 5 sad
Ratio Scale(numeric response) Divide 100 points among these soft drinks according to your likelihood of purchasing each within the next week: ___Coca-Cola ___Mountain Dew ___Seven Up ___Dr. Pepper ___Pepsi ___Sprite Age ___
Hierarchy of Measurement Scales Ratio – the “elite” scale. Possesses order, distance, origin (absolute zero) Data Analysis? ___________ Interval – possess order and distance, but not origin (zero point is arbitrary. Data Analysis? ____________ Ordinal – ranking scales. Possess only the characteristics of order. Data Analysis? ____________ Nominal – names, labels, tags. Does not possess order, distance, origin Data Analysis? ____________
Scale Validity and Reliability • Validity: Does the measurement “mean” what you wanted it to mean? • Construct validity • Convergent • Discriminant • Predictive validity • Reliability: Has to do with how accurate the measure is