Evidence map›Paper›PMID 32900876›Full record

ArticlePediatrics2020

State Insurance Mandates and the Workforce for Children With Autism.

Ryan K McBain, Jonathan H Cantor, Aaron Kofner, Bradley D Stein, Hao Yu

Abstract read
In one paragraph

Article in Pediatrics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Private Equity in Autism Services.JAMA pediatrics · 2026
    Article
  5. Neurodiversity-Affirming Applied Behavior Analysis.Behavior analysis in practice · 2026
    Article
  6. Article
  7. Article
  8. Autism care: reimagining the spectrum.Frontiers in child and adolescent psychiatry · 2026
    Article
  9. Article
  10. Review
  11. Article
  12. An Analysis of Voting and Legislative Behavior.Behavior analysis in practice · 2025
    Article
  13. Article
  14. Assessing Growth of BACB Certificants (1999-2019).Perspectives on behavior science · 2024
    Article
  15. Article
  16. Article
  17. Review
  18. Review
  19. Article
  20. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Ryan K McBainRAND Corporation, Boston, Massachusetts; rmcbain@rand.org.
Jonathan H CantorRAND Corporation, Santa Monica, California.
Aaron KofnerRAND Corporation, Arlington, Virginia.
Bradley D SteinRAND Corporation, Pittsburgh, Pennsylvania; and.
Hao YuDepartment of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care Institute, Harvard University, Boston, Massachusetts.

Funding

Distribution of Child Mental Health Workforce and Health Care for Children with AutismR01MH112760 · NIMH · RAND CORPORATION · PI YU, HAO · 2017 to 2020
$1.5M
NIMH NIH HHS R01 MH112760
6 · The paper itself

Abstract

backgroundState mandates have required insurance companies to provide coverage for autism-related child health care services; however, it has not been determined if insurance mandates have improved the supply of child health care providers. We investigate the effect of state insurance mandates on the supply of child psychiatrists, pediatricians, and board-certified behavioral analysts (BCBAs).

methodsWe used data from the National Conference of State Legislatures and Health Resources and Services Administration's Area Health Resource Files to examine child psychiatrists, pediatricians, and BCBAs in all 50 states from 2003 to 2017. Fixed-effects regression models compared change in workforce density before versus one year after mandate implementation and the effect of mandate generosity across 44 US states implementing mandates between 2003 and 2017.

resultsFrom 2003 to 2017, child psychiatrists increased from 7.40 to 10.03 per 100 000 children, pediatricians from 62.35 to 68.86, and BCBAs from 1.34 to 29.88. Mandate introduction was associated with an additional increase of 0.77 BCBAs per 100 000 children (95% confidence interval [CI]: 0.18 to 1.42) one year after mandate enactment. Mandate introduction was also associated with a more modest increase among child psychiatrists (95% CI: 0.10 to 0.91) and was not associated with the prevalence of pediatricians (95% CI: -0.76 to 1.13). We also found evidence that more generous mandate benefits were associated with larger effects on workforce supply.

conclusionsState insurance mandates were associated with an ∼16% increase in BCBAs from 2003 to 2017, but the association with child psychiatrists was smaller and nonsignificant among pediatricians. In these findings, it is suggested that policies are needed that specifically address workforce constraints in the provision of services for children with autism spectrum disorder.

Indexed as

Autism Spectrum DisorderChildChild PsychiatryConfidence IntervalsCross-Sectional StudiesGovernment RegulationHumansInsurance CoveragePediatriciansPsychology, ChildRegression AnalysisRetrospective StudiesUnited StatesWorkforce

Identifiers

PMID32900876
PMCPMC7546088

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.