Data analysis stands as one of the most defining features of Applied Behavior Analysis, separating it from other therapeutic modalities through its commitment to empirical decision-making. The Council of Autism Service Providers (CASP) practice guidelines explicitly recommend that direct observation data be reviewed at least weekly to guide clinical decisions.
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Join Free →According to the Council of Autism Service Providers (CASP) practice guidelines for healthcare funders and managers, one of the outlined core characteristics of Applied Behavior Analysis (ABA) is that consistent and ongoing review of data is necessary to guide clinical decision-making. It is further advised that direct observation data is reviewed at least weekly (CASP, 2020). While frequent data analysis is critical for successful outcomes, it is equally important that when static progress is identified, instructional programming is swiftly modified to lead to learner success. Determining an appropriate course of action can be guided by the use of clinical decision support systems (CDSS). As practitioners, we must have a mindset that rapid skill acquisition is the anticipated result for a learner, rather than a best-case scenario only achieved by some. There needs to be a sense of accountability from a practitioner's role in a learner's development during active treatment and how interventions will impact the future of the learner and the learner's family. Furthermore, registered behavior technicians (RBTs) should be at the forefront of data analysis.
| Certification Body | Credits | Type |
|---|---|---|
| BACB® | 1 | Ethics |
Dr. Kristen Byra is a Board Certified Behavior Analyst at a doctoral level (BCBA-D) and a licensed behavior analyst in Arizona and Texas. She completed her master’s degree in psychology from Western Michigan University in May 2007, specializing in autism and organizational behavior management. By May 2010, she received her Ph.D. in Psychology from the same university, specializing in Behavior Analysis. Her thesis and dissertation centered around the evaluation of prompting strategies for children with autism and related disorders, focusing specifically on matching to sample and receptive identification skills. Following her graduation, Dr. Byra concentrated her professional efforts on delivering center-based and home-based services for children diagnosed with autism and related disorders. She also provided consultation services for several school districts in Arizona and Nevada. Since 2017, Dr. Byra has been creating Clinical Decision Support Systems (CDSS) and Clinical Intelligence Forms (CIF) for various prominent insurance companies and provider agencies. She has contributed as an expert witness in several court cases and has functioned as an ad-hoc reviewer for the Behavior Analysis in Practice journal. Her ongoing dedication is to the dissemination of information and research concerning the best practices in behavior analysis. She accomplishes this through web-based learning platforms and consultation. Most recently she has been appointed by the Governor of Arizona to be a committee member on the Committee for Behavior Analysts.
Dig into the research behind this topic — plain-English summaries written for BCBAs.
279 research articles with practitioner takeaways
258 research articles with practitioner takeaways
239 research articles with practitioner takeaways
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All behavior-analytic intervention is individualized. The information on this page is for educational purposes and does not constitute clinical advice. Treatment decisions should be informed by the best available published research, individualized assessment, and obtained with the informed consent of the client or their legal guardian. Behavior analysts are responsible for practicing within the boundaries of their competence and adhering to the BACB Ethics Code for Behavior Analysts.