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Chapter 10 Common Experimental Research Designs
Introduction to Educational Research: A Critical Thinking Approach Chapter 10 Common Experimental Research Designs 10 Chapter 10
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Research Design Researchers are designers, much like architects, creating different types of designs in their blueprints Experimental Research Designs Intervention or treatment known as a manipulation True experimental Quasi-experimental Single-subject
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True Experimental Designs
Research using designs that incorporate one or more true independent variables (manipulation plus random assignment) Strong for testing cause-and-effect relationships Randomized posttest control group design Randomized pretest-posttest control group design Randomized matched control group design
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Key Timeline Pre R T Post Pre R C Post R= Random assignment
T=Treatment C = Control Pre=Pre-test measurement Post=Post-test measurement after the treatment i.e., the Results Timeline Shinn, 2008
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What can we say about the results?
(Non-R) T Post New reading program, Principal of Adams just arbitrarily named 10 students, had them participate, and gave a post-test. What can we say about the results? Shinn, 2008
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What can we say about the results?
R T Post New reading program, Principal of Adams, randomly selected 10 students, had them participate, and gave a post-test. What can we say about the results? Shinn, 2008
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What can we say about the results?
R T Post R C Post New reading program, Principal of Adams, randomly selected and assigned 10 students to each group, had them participate, and gave a post-test. What can we say about the results? Shinn, 2008
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What can we say about the results? Gain scores
R Pre T Post R Pre C Post New reading program, Principal of Adams, randomly selected and assigned 10 students to each group, administered a pre-test had them participate, and gave a post-test. What can we say about the results? Gain scores Shinn, 2008
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What can we say about the results?
(Pre) M R T Post (Pre) M R C Post New reading program, Principal of Adams, gives a pre-test to students. Using pre-test scores, matching pairs of students, random assignment to group. Each group similar composition with regard to the subject characteristic of the pre-test. What can we say about the results? Shinn, 2008
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Pretest and Posttest
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Randomized Factorial Designs
Interaction effect Occurring in factorial designs when the influence of one factor depends on the level or category of a second factor (e.g., a treatment affects males but not females). Keyword is “depends” Main effect Occurring in factorial designs when the averages between categories of one factor overall are different (e.g., females averaged over treatment and control groups score differently than males averaged over treatment and control groups). Keyword is "overall"
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Interactive Results of Spelling Test
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Graph of Interaction
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Noninteractive Results of Spelling Test
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Graph Revealing No Interaction
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Learning disabilities
Page 289 – Tournaki (2003) Learning disabilities Shinn, 2008
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Tournaki (2003) Basic Hypothesis 100 Non-LD score LD D&P Strat
D&P Strat Shinn, 2008
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Tournaki (2003) Basic Hypothesis 100 Non-LD 90 Score on accuracy 80 LD
70 60 C D&P Strategy Shinn, 2008
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Quasi-Experimental Design
A research design that incorporates a quasi independent variable (an independent variable manipulation without random assignment) Matched comparison group design Time-series design Counterbalanced Quasi-experiment
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Possible Outcomes in a Time Series Quasi-experiment
Pre pre pre pre pre T post post post post post Page 281 Shinn, 2008
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Single-subject design
A type of quasi-experimental research design using one subject to test all treatment and control conditions over time Baseline (control) baseline treatment treatment Level of hyperactivity What do you conclude? Confident? Defensible? Shinn, 2008
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