Peer-reviewed article
Parental Incarceration and Child Well-being: Conceptual and Practical Concerns Regarding the Use of Propensity Scores
Jennifer E. Copp, Peggy C. Giordano, Wendy D. Manning, Monica A. Longmore ·
Summary
Written by AI, not yet AICS's view · claude-haiku-4-5-20251001This peer-reviewed study examines how parental incarceration affects child well-being, using data from a large US study of families. The researchers tested whether propensity score methods—a statistical technique for comparing similar groups—were appropriate for studying this problem. They found that the results were highly sensitive to researchers' choices about which variables to include and how to analyze the data, raising concerns about the reliability of this method for this research question.
Key points
- Propensity score methods were applied to study effects of maternal and paternal incarceration on child outcomes including behavior problems, vocabulary, and juvenile delinquency
- Treatment effect estimates were highly sensitive to researcher-driven analytical decisions
- Key concerns included exclusion of theoretically meaningful variables, comparability of treatment and control groups, and ambiguities from analytical choices
- The study used data from the Fragile Families and Child Wellbeing Study
- Researchers recommend alternative identification methods and specialized data collection rather than relying solely on propensity scores for this research question
Limitations
This is a methodological critique rather than a direct evaluation of parental incarceration's effects on children. It cannot tell us definitively what the true causal impact of parental incarceration is on child well-being, only that existing statistical methods have limitations for answering this question.
Abstract
The aim of the current investigation was to examine the appropriateness of propensity score methods for the study of incarceration effects on children by directing attention to a range of conceptual and practical concerns, including the exclusion of theoretically meaningful covariates, the comparability of treatment and control groups, and potential ambiguities resulting from researcher-driven analytic decisions. Using data from the Fragile Families and Child Wellbeing Study, we examined the effects of maternal and paternal incarceration on a range of child well-being outcomes, including internalizing and externalizing problem behaviors, Peabody Picture Vocabulary Test scores, and early juvenile delinquency. Our findings suggested that propensity scores and treatment effect estimates are highly sensitive to a number of decisions made by the researcher, including aspects where little consensus exists. In light of the conceptual underpinnings of propensity score analysis and existing data limitations, we suggest the potential utility of different identification methods and specialized data collection efforts.