Survey Research
Nature & Scope of Survey Research
What is a Survey?
A research method used for collecting data from a pre-defined group of respondents to gain information and insights into various topics of interest. Often utilizes self-report techniques.
Key Characteristics
- Primarily descriptive and quantitative in nature.
- Collects data regarding attitudes, opinions, beliefs, and behaviors.
- Relies on representative sampling to make population inferences.
Scope & Applications
- Market research and consumer behavior.
- Public opinion polling and political science.
- Epidemiological studies in public health.
Cross-Sectional vs Longitudinal Survey Designs
Cross-Sectional Survey
Data collected from a sample at one specific point in time. Provides a "snapshot" of the population.
Longitudinal Surveys (Data collected over time)
Questionnaire & Rating Scale Design
Questionnaire Design
- Open-ended questions: Allow respondents to answer in their own words (rich data, hard to analyze).
- Closed-ended questions: Pre-defined options (easy to analyze, limits expression).
- Avoid leading, double-barreled, or biased questions.
Common Rating Scales
Sources of Survey Bias & Mitigation Strategies
Social Desirability Bias
Tendency of respondents to answer questions in a manner that will be viewed favorably by others.
Mitigation: Ensure anonymity, use indirect questioning, or social desirability scales.
Non-Response Bias
Occurs when individuals who do not respond to the survey differ systematically from those who do.
Mitigation: Keep surveys concise, offer incentives, send reminders.
Acquiescence Bias (Yea-saying)
Tendency to agree with all the questions or indicate a positive connotation.
Mitigation: Include reverse-coded items in the questionnaire.
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