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Updated: Jun 27, 2026

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Published on: April 23, 2014
Service Utilization Before and After Self-Direction: A Quasi-experimental Difference-in-Differences Analysis of
Bevin Croft1, Kristin Battis2, Nilufer Isvan2
1Human Services Research Institute, 2336 Massachusetts Avenue, Cambridge, MA, 02140, USA. bcroft@hsri.org.
Abstract:
Mental health self-direction involves participant control of an individualized budget to support recovery and wellness goals. This quasi-experimental study examined whether self-direction is associated with changes in service utilization. The study involved 2 years of administrative data for 94 self-directing participants and a matched comparison group of 529 non-participants with similar observed characteristics. Difference-in-differences were examined using four regression models predicting changes in four service utilization categories. Self-directing participants had greater increases in outpatient and rehabilitation services than the non-self-directing group, controlling for relevant covariates. There were no between-group differences in residential and emergency service utilization.
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