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Survey Research
Survey Research
What is a survey? Primary data collection method based on
communication with a representative sample of individuals Communication -- sharing of thoughts Representative sample -- in terms of the cases included
and the manner in which they are selected
Survey Research
Survey Errors Random -- statistical fluctuation in the data due to
chance Can reduce with larger sample size
Systematic-- errors resulting from an imperfection in the research design Respondent --e.g., parental style measure Administrative -- e.g., data coding errors These errors are unavoidable -- try to minimize, not
eliminate, them
Survey Research
What does error do? XO = Xt + (XS + XR)
XO= Observed score for some construct
XT = True score for some construct
XS = Systematic Error
XR = Random Error Can never eliminate XR, but try to reduce XS
Try to set up a situation where XO = Xt
Survey Research
Respondent Errors -- errors due some respondent action or inaction Non-response
Failure of units selected to be in the final sample to respond Refusals – respondent is contacted but chooses not to
participate Not-at-homes – respondent not present when contacted
Rule-of-thumb – try 3 times
Contact rate = number of units contacted / total number of eligible units approached
Survey Research
How to reduce non-response error? Increase initial response rate
Sell value of research to respondent Guarantee of anonymity Hire professional firms to collect data Incentives
Follow-up Adjust results for non-response bias
CREATIVITY & PERSISTANCE
Survey Research
Respondent Errors Response Bias -- tendency for respondents to
answer questions in a manner that misrepresents their true feelings, beliefs, opinions, etc. Acquiescence bias -- “we agree with it; we agree with
everything” Extremity bias -- “can’t answer a 1 or 7 ever” Interviewer bias -- “they work for 3M so ..” Social desirability bias -- “s/he would want me to answer
this way”
Survey Research
Administrative Errors -- errors caused by improper administration of the survey or a study design flaw
Data processing error -- simply entering the wrong code onto the computer
Sample selection error -- some aspect of the sample is under-represented
Interviewer error -- e.g., interviewer checks the wrong box, asks the wrong question
Interviewer cheating -- e.g., interviewer fabricates data
Survey Research
Administrative Errors -- best way to reduce is by being careful -- very careful Other ways to reduce
Interviewer training Coder training Interviewer incentives Checks of interviewers
Survey Research
Methods of Administration Personal Interview -- face-to-face communication
between an interviewer and respondent Telephone Interview -- information is gathered
over the telephone Mail Questionnaire -- self-administered survey
sent via the mail Electronic Questionnaire -- survey distributed and
gathered via e-mail or the Internet
Survey Research
Advantages of personal interviews Probe to get more in-depth responses to
questions Longer survey instruments Completeness Use visual aids
Survey Research
Disadvantages of personal interviews Interviewer bias Not anonymous Expense Ability to set up specific times for call backs
Survey Research
Advantages of telephone interviews Efficiency in terms of speed and cost Ability to probe without having face-to-face
contact (and embarrassment) Ability to have “pure random samples”
Random-digit dialing Ability to set up specific times for call backs Direct data entry (CATI)
Survey Research
Disadvantages of telephone interviews Limited reach (not all have telephones)
Cell phone issues Annoyance Limited duration No visuals
Survey Research
Advantages of mail questionnaires Low in cost Respondent convenience Respondent anonymity No interviewer Must use very straight-forward and simple
questions Longer surveys
Survey Research
Disadvantages of mail questionnaires Lack of speed Low response rates (usually below 50%; often
much lower) No interviewer Cost can get high
Provision of incentives Follow-ups
Survey Research
Electronic Questionnaires E-mail surveys
Convenient Limited reach Best used in conjunction with another method (i.e., mail
or telephone)
Survey Research
Web-based surveys Convenient Limited
nth visitor methodology Some visual aids may be used Best application:
In conjunction with another method Panels
Survey Research
Cross-Sectional versus Longitudinal Designs Cross-sectional -- snapshot of population at one
point in time Longitudinal -- fixed sample of population
elements repeatedly measured over time Allows for tracking of certain changes over time (e.g.,
brand switching, brand loyalty)
Classification of Descriptive Studies
Descriptive
Studies
Cross Sectional
Sample Survey
LongitudinalPanel
Descriptive Studies
Describes the marketplace Describe characteristics of certain groups Estimate the proportion of people who will act in
certain way Make specific predictions
Longitudinal vs. Cross-Sectional Data
• allows turnover analysis if panel is continuous
• allows collection of much more classification information from respondents
• allows longer and more exacting interviews
• produces fewer errors in reporting past behavior because of natural forgetting
• produces fewer interviewer—respondent interaction errors
• tends to produce more representative samples of the population of interest
• produces fewer errors due to respondent’s behavior being affected by the measurement task
• allows the investigation of many more relationships
LONGITUDINAL DATA CROSS-SECTIONAL DATA