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Ben-Michael, Eli; Feller, Avi; Rothstein, Jesse – Grantee Submission, 2022
Staggered adoption of policies by different units at different times creates promising opportunities for observational causal inference. Estimation remains challenging, however, and common regression methods can give misleading results. A promising alternative is the synthetic control method (SCM), which finds a weighted average of control units…
Descriptors: Causal Models, Statistical Inference, Computation, Evaluation Methods
Mandell, David S.; Cao, Jun; Ittenbach, Richard; Pinto-Martin, Jennifer – Journal of Autism and Developmental Disorders, 2006
This study used data from 1994 to 1999 from one large county in Pennsylvania to estimate the Medicaid expenditures of children diagnosed with autism spectrum disorders (ASD) and to compare these expenditures with those of other Medicaid-eligible children. On average, children diagnosed with ASD had expenditures 10 times those of other children.…
Descriptors: Pervasive Developmental Disorders, Medical Services, Expenditures, Hospitalized Children
Jones, Kyle I.; Gilman, David – 1993
Both business leaders and parents pressure policymakers to legislate new initiatives to improve schools. One improvement strategy has been to reduce class sizes; another has been to allocate larger school budgets. This paper presents findings of a study that examined the relationship between class size and student achievement and between…
Descriptors: Academic Achievement, Class Size, College Entrance Examinations, Correlation
Fowler, William J., Jr. – 1996
Of all the areas within public elementary and secondary education that are experiencing rapid change, none is experiencing more turmoil than school finance. This publication contains papers commissioned by the National Center for Education Statistics (NCES) to address the twin concerns of what additional school-finance information NCES should…
Descriptors: Access to Education, Cost Effectiveness, Educational Finance, Educational Research