Examining the Prevalence Rates of Autism Diagnosis by Race/Ethnicity for Medicaid-Eligible Children Enrolled in NYC Universal Pre-Kindergarten Programs

IF 1.3 Q2 EDUCATION & EDUCATIONAL RESEARCH
Natasha M. Strassfeld, H. Cherng, S. Wang, Sherry Glied
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引用次数: 0

Abstract

ABSTRACT This study examines autism diagnosis prevalence within the New York City (NYC) Universal Pre-K for All (UPK) program expansion into racially, ethnically, and socioeconomically diverse NYC neighborhoods. Here, it is hypothesized that racial/ethnic differences in autism diagnoses may close as more children are referred for testing by UPK programs, which they have more thorough interactions with, instead of by public health clinics or other medical avenues. Using NYC Medicaid claim data from 2006 to 2016, descriptive analyses were conducted by estimating linear probability regression and generalized multiple logistic regression to examine whether the probabilities of being diagnosed with autism in comparison to two other disability types (as counterfactuals), learning disabilities (LD) and physical disabilities (PD), differ by race. Subsequently, a difference in difference (DID) strategy (with pre- and post-UPK expansion cohorts) was used to examine the effects of UPK on the probabilities of receiving disability diagnoses. Notably, Latinx and “Other” racially identified children have much higher odds than White children of being diagnosed with autism. By contrast, all non-White groups had much lower odds of being diagnosed with a LD. These findings offer important insight for future UPK and childhood program implementation.
纽约市普及学前教育项目中符合医疗补助条件的儿童自闭症诊断的种族/民族患病率调查
本研究调查了纽约市(NYC)全民学前教育(UPK)计划扩展到种族、民族和社会经济多样化的纽约市社区中的自闭症诊断患病率。在这里,假设自闭症诊断中的种族/民族差异可能会随着更多儿童被UPK项目推荐进行测试而缩小,他们与UPK项目有更彻底的互动,而不是通过公共卫生诊所或其他医疗途径。利用2006年至2016年纽约市医疗补助计划的索赔数据,通过估计线性概率回归和广义多元逻辑回归进行描述性分析,以检验与其他两种残疾类型(作为反事实),学习障碍(LD)和身体残疾(PD)相比,被诊断为自闭症的概率是否因种族而异。随后,采用差异中的差异(DID)策略(UPK前和UPK后扩展队列)来检查UPK对接受残疾诊断概率的影响。值得注意的是,拉丁裔和“其他”种族的孩子比白人孩子被诊断为自闭症的几率要高得多。相比之下,所有非白人群体被诊断为LD的几率要低得多。这些发现为未来的UPK和儿童计划实施提供了重要的见解。
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来源期刊
Journal of Research in Childhood Education
Journal of Research in Childhood Education EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
3.10
自引率
0.00%
发文量
27
期刊介绍: The Journal of Research in Childhood Education, a publication of the Association for Childhood Education International, features articles that advance knowledge and theory of the education of children, infancy through early adolescence. Consideration is given to reports of empirical research, theoretical articles, ethnographic and case studies, participant observation studies, and studies deriving data collected from naturalistic settings. Cross-cultural studies and those addressing international concerns are welcome.
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