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A Comparison of Between Group and Within Group Research Designs April D. Leanna Sage Graduate School

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  1. 1. April D. Leanna Sage Graduate School
  2. 2. The way researchers arrange comparisons between conditions ***Goal: Compare effects of independent variable on responding Discover something from nature All experiments in Applied Behavior Analysis include: Participant(s) Dependent variable(s) Setting(s) Measurement system Independent variable(s) Experimental design Experimental question
  3. 3. Experimental Designs How will comparisons be made? Between Group Within Group Results in very different pictures of target behavior Most fundamental decision which design?
  4. 4. Pool of participants is randomly chosen Participants are randomly divided into 2 groups Pretest of dependent variable Mean and standard deviation (pretest) are calculated for each group Group 1: exposed to a control condition Group 2: exposed to an experimental condition Posttest measure of dependent variable Mean and standard deviation (posttest) are calculated for each group Researchers compare changes in each groups scores
  5. 5. Assess the total effect of an independent variable on a group of participants No individual behavior is analyzed Group data may not represent any individual participants responding Group data hides variability in the data Unable to replicate effects of individuals ***When group data do not represent individual responding, individual data should be included as well
  6. 6. Within Group Design Single-Subject Single-Case Within-Subject Intra-subject Skinner: Behavior of individuals organisms Antecedent and consequent events One or a few non-human subjects Frequency of performance measured First used in basic research studies and later extended to human behavior in applied settings!
  7. 7. One or more participants are selected Each participant serves as his or her own control Each participant is exposed to control and experimental conditions ***continuous assessment Data is graphed separately for each participant Responding is compared across conditions Treatment effects are analyzed Within Group Design
  8. 8. Primary area for study Identifying causes of behavior change ***treatment packages that improve socially significant behavior Identifying learning techniques ***reinforcement, practice, acquisition, extinction Comparing teaching methodologies
  9. 9. Experimental Designs Why choose within group design? Behavior is characteristic of individual organisms No 2 individuals behave just alike Description of an individual's responding differs than a description of the combined behavior of multiple individuals Average outcome effects differ from actual individual effects If performance results are combined, results may not accurately represent performance from any single participant . If performance is recorded separately for each individual, then individual results can be compared across conditions and analyzed
  10. 10. References Cooper, J. O., Heron, T. E., & Heward, W. L. (2007). Applied Behavior Analysis (2nd ed.). Upper Saddle River, NJ: Pearson. Johnston, J.M. & Pennypacker, H.S. (2009). Strategies and Tactics of Behavioral Research (3rd ed.). New York, NY: Routledge. Kazdin A.e. (2011). Single-Case Research Designs: Methods for Clinical and Applied Settings (2nd ed.). New York, NY: Oxford. Shabani, D.B. & Yan Lam, W. (2013). A review of comparison studies in applied behavior analysis. Behavioral Interventions, 28(2), 158-183.