County-level variation in geographic access to Board Certified Behavior Analysts among children with Autism Spectrum Disorder in the United States
Abstract
This study examined variation in geographic access to Board Certified Behavior Analysts for children with autism spectrum disorder. Between March and May 2019, we integrated public data from the U.S. Department of Education’s Civil Rights Data Collection, Behavior Analyst Certification Board’s certificant registry, and U.S. Census. The study sample included all U.S. counties and county equivalents in 48 states and D.C. ( N = 3108). Using geographic information systems software, we assigned Board Certified Behavior Analysts to counties based on their residence, allocated children via school districts to counties, and generated per capita autism spectrum disorder/Board Certified Behavior Analyst ratios. We calculated the Getis-Ord G* statistics for each county and each ratio and compared counties in high-ratio clusters with counties in low-ratio clusters by socioeconomic variables. More than half of all counties had no Board Certified Behavior Analysts. Counties in the highest accessibility category had ⩽17.1 children with autism spectrum disorder per Board Certified Behavior Analyst ( n = 770), while counties in the lowest accessibility category had ⩾137.1 children with autism spectrum disorder per Board Certified Behavior Analyst ( n = 12). In all, 55 of the 129 counties with the highest autism spectrum disorder prevalence had no Board Certified Behavior Analysts. Higher accessibility counties were wealthier and had smaller uninsured populations. To improve geographic access, we must identify factors driving unequal distribution that can inform provider recruitment and retention efforts in underserved areas. Lay abstract: This study looked at whether access to Board Certified Behavior Analysts for children with autism spectrum disorder is different between U.S. counties. The study included all U.S. counties and county equivalents in 48 states and D.C. ( N = 3108). Between March and May 2019, we combined data from the U.S. Department of Education’s Civil Rights Data Collection, Behavior Analyst Certification Board’s certificant registry, and U.S. Census. We assigned Board Certified Behavior Analysts to counties based on their address, matched children in school districts to counties, and determined how many children with autism spectrum disorder there were in a county compared with how many Board Certified Behavior Analysts there were in a county. The results show uneven numbers of Board Certified Behavior Analysts between U.S. counties. More than half of all counties had no Board Certified Behavior Analysts. National maps illustrate clusters of high and low accessibility to Board Certified Behavior Analysts. To improve access to Board Certified Behavior Analysts in underserved areas, we must identify what contributes to the differences in access.
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There is an immense need for services and a limited number of qualified behavior analysts to provide training.
“However, with the immense need for services and the limited number of qualified behavior analysts to provide training (Behavior Analyst Certification Board, 2023;Yingling et al., 2021;Yingling et al., 2022), it is no wonder that the major research trends we observed in the literature were related to improving the efficacy and efficiency of BST for training individuals to implement DTT procedures.”
From Training individuals to implement discrete‐trial teaching procedures using behavioral skills training: A scoping review with implications for practice and research (2024) · cites this paper as Yingling et al., 2021
Cites
Virués-Ortega, J. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.01.008 · Cited by 615 · see citing works
Systematic Review of Early Intensive Behavioral Interventions for Children With Autism
Howlin, P., Magiati, I., & Charman, T. (2009) · American Journal on Intellectual and Developmental Disabilities · doi:10.1352/2009.114:23-41 · Cited by 572 · see citing works
Geographic Variation in the Supply of Selected Behavioral Health Providers
Andrilla, C. H. A., Patterson, D. G., Garberson, L. A., Coulthard, C., & Larson, E. H. (2018) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2018.01.004 · Cited by 419 · cited 1× · see citing works
“The distributions of psychiatrists, psychologists, and psychiatric nurse practitioners also vary greatly by region of the country (Andrilla et al., 2018).”
BackgroundPeters-Scheffer, N., Didden, R., Korzilius, H., & Sturmey, P. (2011) · Research in Autism Spectrum Disorders · doi:10.1016/j.rasd.2010.03.011 · Cited by 418 · see citing works
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Briggs, A. M., Zohr, S. J., & Harvey, O. B. (2024) · Journal of Applied Behavior Analysis · doi:10.1002/jaba.1024 · Cited by 30 · see citing works
- Authors
- Yingling, M. E., Ruther, M. H., Dubuque, E. M., & Mandell, D. S.
- Affiliations
- University of Louisville (US)
- University of Pennsylvania (US)
- Corresponding author
- Yingling, Marissa E
- Venue
- Autism
- Publisher
- SAGE Publications
- Published
- 2021-03-19
- Volume
- 25
- Issue
- 6
- Pages
- 1734-1745
- ISSN
- 1362-3613 (ISSN-L)
- 1461-7005
- OpenAlex
- W3136750899
- Cited by
- 31
- References
- 4
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 5 · 2023: 8 · 2022: 9
- FWCI
- 2.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Autism (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Health Sciences › Health Professions › Emergency Medical Services › Global Health Workforce Issues
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Keywords
- geographic accessibility, board certified behavior analysts, autism spectrum disorder, children, county-level variation, health care access disparities, socioeconomic factors, uninsured population, underserved areas, behavioral health services, school districts, spatial clustering, autism prevalence
- MeSH terms
- Autism Spectrum Disorder, Behavior Therapy, Certification, Child, Humans, United States
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