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Dowdy, Art; Tincani, Matt; Schneider, W. Joel – Journal of Applied Behavior Analysis, 2020
Publication bias is the disproportionate representation of studies with large effects and statistically significant findings in the published research literature. If publication bias occurs in single-case research design studies on applied behavior-analytic (ABA) interventions, it can result in inflated estimates of ABA intervention effects. We…
Descriptors: Bias, Publications, Effect Size, Research Design

Hantula, Donald A. – Journal of Applied Behavior Analysis, 1995
Clinical applications of statistical process control (SPC) in human service organizations are considered. SPC is seen as providing a standard set of criteria that serves as a common interface for data-based decision making, which may bring decision making under the control of established contingencies rather than the immediate contingencies of…
Descriptors: Data Analysis, Decision Making, Evaluation Methods, Human Services

Kahng, SungWoo; Iwata, Brian A.; Fischer, Sonya M.; Page, Terry J.; Treadwell, Kimberli R. H.; Williams, Don E.; Smith, Richard G. – Journal of Applied Behavior Analysis, 1998
A large-scale analysis was conducted of problem behavior by observing 20 individuals living in residential facilities. Data were converted into scatter plot formats. When the data were transformed into aggregate "control charts," 12 of 15 sets of data revealed 30-minute intervals during which problem behavior was more likely to occur.…
Descriptors: Adults, Behavior Patterns, Behavior Problems, Data Analysis

Hopkins, B. L. – Journal of Applied Behavior Analysis, 1995
Incorporating statistical process control (SPC) methods into applied behavior analysis is discussed. It is claimed that SPC methods would likely reduce applied behavior analysts' intimate contacts with problems and would likely yield poor treatment and research decisions. Cases and data presented by Pfadt and Wheeler (1995) are cited as examples.…
Descriptors: Behavior Change, Behavior Problems, Behavioral Science Research, Data Analysis

Pfadt, Al; Wheeler, Donald J. – Journal of Applied Behavior Analysis, 1995
Statistical process control (SPC), which employs simple statistical tools and problem-solving techniques such as histograms, control charts, flow charts, and Pareto charts to implement continual product improvement procedures, can be incorporated into human service organizations. Examples illustrate use of SPC procedures to analyze behavioral data…
Descriptors: Adults, Behavior Change, Data Analysis, Decision Making