Research Design Flashcards
Research Design
Plan and Structure of investigation, conceived so as to obtain answers to research questions.
Purpose of research design
- Provide Answers to research questions
- Control Variance
- Enable researchers to answer research questions as validly, objectively, accurately and economically as possible.
Types of variables that may produce confounding effects with the effect of experimental stimuli
1) History: specific events occurring between the first and second measurement in addition to the
experimental variable.
2) Maturation: respondents being affected by time such as growing older, hungrier, tired etc.
3) Testing: the effects of taking a test upon the scores of a second testing.
4) Instrumentation: changes in calibration of a measuring instrument or changes in observers or
scorers used may produce changes in the obtained measurements.
5) Statistical Regression: groups have been selected on the basis of their extreme scores.
6) Biases resulting in differential selection of respondents for the comparison group.
7) Experimental Mortality: differential loss of respondents from the comparison groups.
8) Selection-Maturation interaction: certain of the multiple-group quasi-experimental designs, such
as Design 10, is confounded with, i.e., might be mistaken for, the effect of the experimental
variable.
9) Reactive or Interaction effect of testing: Pretest might change respondent’s sensitivity to
experimental variable.
10) Interaction effects of selection biases and the experimental variable.
11) Reactive effects of experimental arrangements: effects that preclude generalization to
nonexperimental settings.
12) Multiple-treatment interference: multiple treatments are applied to the same respondents
Advantages of Observational Research
- Providing Natural Proof: does it exist in the natural world?
- Determining the Relevance of the Phenomenon: Does it matter?
- Identifying the complexity of the construct: how do key variables interact with each other?
Advantages of Manipulation-Based Research
- Identifying Causal Relations: rule out alternative explanations; why does it happen?
- Enhancing generalizability of psychological principles - Observational research data is noisy and sample is likely biased and has qualities that correlate with the key variables of interest.
- Specifying boundary conditions
Advantages of Full-Cycle Research
- Specifying Comprehensive Theoretical Models
- Enabling Consideration of both Actual and Ideal Conditions
- Enabling Understanding of complex phenomena
- Assessing Reciprocal Influence between people and situations.
- Injecting Flexibility into a Research Program
- Encouraging Interdisciplinary Integration
What does context do?
Johns, G. (2006)
Context Restricts Range Context Affects Base Rates Context changes causal direction Context Reverses Signs Context prompts curvilinear effects Context tips precarious relationships Context Threatens Validity