22.10 Survey Research Designs Flashcards
- Steps in Survey Research?
Determine study purpose (RQ and HY)
Select research design
Choose sampling design (probability or non-probability) and determine sample size
Decide how to collect data (in person, by telephone, by mail, by internet)
Develop survey instrument
Collect data, analyze, report, interpret
- Research Type/Independent Variable/Purpose/ Approach
Research Independent Type Variable Purpose Approach Survey (Non- Measured Description Survey Intervention) Explanation Existing data
Evaluation
(Intervention) Manipulated Explanation Experimentation
Uses of Non-Intervention Research
-Descriptive research
What way are things?
Identifies characteristics of the cases under study.
Can describe associations among variables.
-Explanatory research
Why are things the way they are?
Describes associations among variables and attempts to infer causal relationships.
- Evidence for Inferring Causality?
Association
Temporality
Non-spuriousness
- Survey Research Designs?
Cross-sectional: data collected at one time
Longitudinal: data collected at two or more times
- Cross-Sectional Research Designs?
Cross sectional
Data on a sample of respondents gathered at one time (short period of time)
- Cross-Sectional Design?
Common non-intervention research design
Data gathered from sample (‘cross-section’) of respondents chosen to represent target population
Gives a single ‘snap shot’ in time
Epidemiology uses cross-sectional design to estimate disease prevalence (prevalence studies)
Two variations: - contextual designs, - social network designs
- Contextual Designs?
Sample enough cases within particular groups or contexts to describe accurately certain characteristics of those contexts
-If the gender gap in math achievement favoring boys over girls might be explained by the contextual resources of their schools and their neighborhoods
- Social Network Designs?
Focus on the relationships among social actors and the transaction flows occurring along the connection links
- Interview of every person in the group under study
- Delineate networks of relationships
- Ex, women had to form costly, differentiated interactional networks by choosing (a) other women as friends and sources of support and (b) men mostly as instrumental resources. The men, in contrast, chose other men for both expressive and instrumental purpose
- Cross-Sectional Design – Causality?
Association
-Need enough cases to represent all levels of variables being measured
Temporality
-Difficult because only have information at one time ( investigators should make inferences about the logical relations among variables; respondents can be asked about both past and present events)
Non-spuriousness
-Must measure and control potential confounders, but but can never be sure all are accounted for
- Longitudinal Research Designs?
Trend
Data gathered from different samples of the population at two or more times (i.e., series of cross-sectional surveys)
Panel (epidemiology: prospective)
Data gathered from the same respondents at two or more times and the different sets of data are linked by respondent
- Trend Design?
Independent samples give responses at 2 or more data collection times
Variables stay the same each time
Provides multiple ‘snap-shots’ across time
Used to study change in variables over time
Useful for studying social changes - allows for study of change in the population as a whole over time
- Trend Design – Causality?
-Association Same as cross-sectional design -Temporality Maybe for the whole population, but not for individuals -Non-spuriousness Same difficulties as cross-sectional
- Panel Design?
Same sample gives responses at each data collection time
Information is linked to the respondent over time
Allows for study of change in individuals over time
The cohort study in Epidemiology is more like panel design, not trend study suggested by the book
- Panel Design Causality?
-Association Same as other designs -Temporality Because of following individuals over time, can refer to earlier data points to determine time sequence of events -Non-spuriousness Same difficulties as other designs Be aware of attrition effects