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Experimental Research

Experimental Research. Experimental Research. Take some action and observe its effects Extension of natural science to social science Best for limited and well defined concepts Useful for hypothesis testing - need theory Focus on determining causation, not just description .

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Experimental Research

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  1. ExperimentalResearch

  2. Experimental Research • Take some action and observe its effects • Extension of natural science to social science • Best for limited and well defined concepts • Useful for hypothesis testing - need theory • Focus on determining causation, not just description

  3. Components of Experiment • Three components: • Independent and dependent variables • Effects of stimulus on some outcome variable • Pretesting and posttesting • Ability to assess change before and after manipulation • Experimental and control groups • Comparison group that does not get stimulus

  4. Experimental and Control Groups • Must be as similar as possible. • Control group represents what the experimental group would have been like had it not been exposed to the experimental stimulus.

  5. Selecting Subjects • Probability sampling • Randomization • Most statistics used to analyze results assume randomization of subjects. • Randomization only makes sense if you have a reasonably large pool of subjects.

  6. Pre-Experimental Designs • On-Shot Case Study • One Group Pretest- Posttest Design • Static Group Comparison

  7. True Experimental Design

  8. Solomon Four-Group Design • Classic Design may sensitize subjects • More complex experimental designs

  9. Posttest-only Control Group Design • Includes Groups 3 and 4 of the Solomon design. • With proper randomization, only these groups are needed to control the problems of internal invalidity and the interaction between testing and stimulus.

  10. Other Design Considerations • Double blind - no experimenter bias • Subject selection - convenience or representative • Generalizability vs. explanatory power • Comparability of experimental and control groups • Probability sampling for representativeness • Randomization over matching for equivalence

  11. Threats to Validity in Experiments • History - intervening event • Maturation - people change • Testing - respond to measures • Instrumentation - change measures • Regression - Regress to mean • Selection biases - incomparable groups • Experimental mortality - Drop out of study • Diffusion of treatment - contamination of control • Compensation - advantage control group • Compensatory rivalry - control group competes harder • Demoralization - control group may give up • + External Threats to Validity / Interactions with Stimulus

  12. Quasi-Experimental Design

  13. "Natural" Experiments • Important social scientific experiments occur outside controlled settings and in the course of normal social events. • Raise validity issues because researcher must take things as they occur.

  14. Time and Survey Design • Extending logic of Experimentation to Surveys • Static designs: • Cross-sectional study • Longitudinal designs: • Trend studies • Cohort studies • Panel studies

  15. Experimental Method Strengths: • Isolation of the experimental variable over time. • Experiments can be replicated several times using different groups of subjects. Weaknesses: • Artificiality of laboratory setting. • Social processes that occur in a lab might not occur in a more natural social setting.

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