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841.
Caterina G. Roman Hannah J. Klein Kevin T. Wolff 《Journal of Experimental Criminology》2018,14(2):155-185
Objectives
We highlight the importance of documenting the step-by-step processes used for the selection of comparison areas when evaluating a community-level intervention that targets a large-scale community.Methods
We demonstrate the proposed method using a propensity score matching framework for an impact analysis of the Cure Violence Public Health Model in Philadelphia. To select comparison communities, propensity score models are run using different levels of aggregation to define the intervention site. We discuss the trade-offs made.Results
We find wide variation in documentation and explanation in the extant literature of the methods used to select comparison communities. The size of the unit of analysis at which a community is measured complicates the decision processes, and in turn, can affect the validity of the counterfactual.Conclusions
It is important to carefully consider the unit of analysis for measurement of comparison communities. Assessing the geographic clustering of matched communities to mirror that of the treated community holds conceptual appeal and represents a strategy to consider when evaluating community-level interventions taking place at a large scale. Regardless of the final decisions made in the selection of the counterfactual, the field could benefit from more systematic diagnostic tools that document and guide the steps and decisions along the way, and ask: “could there have been another way of doing each step, and what difference would this have made?” Overall, across community-level evaluations that utilize quasi-experimental designs, documentation of the counterfactual selection process will provide a more fine-grained understanding of causal inference.842.
Barton Willage Marisa Carlos Kevin Callison 《Journal of policy analysis and management》2023,42(4):1045-1064
We use changes to Medicaid immediate postpartum policy to test whether non-monetary costs are meaningful obstacles to health care. Medicaid in several states currently covers long-acting reversible contraceptives (LARCs, including IUDs and implants) immediately following delivery of a child, eliminating much of the time-cost and stress associated with obtaining a LARC. Postpartum LARCs can reduce unintended and short-interval pregnancies, which are associated with adverse neonatal outcomes. Births that occur in Catholic-owned hospitals are an ideal control group, because these hospitals are prohibited from offering family-planning services, including LARCs. Using difference-in-differences and individual-level administrative data from Louisiana and New York, we find eliminating non-monetary obstacles increases take-up of a high-value and highly effective form of contraception. Additionally, we find no evidence of crowd-out of outpatient LARCs. 相似文献
843.