Related Experiment Video
Updated: Jan 26, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Readmissions attributable to skilled nursing facility use after a colectomy: Evidence using propensity scores
Yubraj Acharya1, Amber L Schilling2, Christopher S Hollenbeak1
1Department of Health Policy and Administration, College of Health and Human Development, The Pennsylvania State University, University Park, Pennsylvania, United States of America.
Background:
Postacute care (PAC) is a major driver of the rising health care costs in the United States (US). There is limited evidence on the causal effect of skilled nursing facility (SNF) use on readmission after an inpatient colectomy.
Study Design:
We performed a retrospective analysis of data from the Pennsylvania Health Care Cost Containment Council (PHC4) on 38,635 patients who underwent an inpatient colectomy between 2011 and 2014 in a Pennsylvania hospital. Using propensity scores, we matched patients who were discharged to a SNF to those who were discharged elsewhere. We compared the probability of readmissions within 30 days for the two groups of matched patients in a regression framework. For the subset of patients who were readmitted within 30 days, we assessed whether patients discharged to SNF were readmitted earlier than those discharged to other entities.
Results:
The use of a SNF after a colectomy significantly raises the patients' chance of readmissions within 30 days, even after controlling for their demographic characteristics and illness severity. Based on our estimates, being discharged to a SNF raises the chance of a readmission by 7.7 percentage points. For patients who were admitted within 30 days, we find no association between discharge to a SNF and the timing of readmission.
Conclusion:
Sending less severe patients to facilities other than a SNF following inpatient colectomy may help hospitals reduce 30-day readmission rates.
Related Concept Videos
The Evidence for Evolution
Attribution Theory
Fundamental Attribution Error
Attribution
Sign Test for Matched Pairs
To conduct the sign test, we first calculate the differences in...
Personal Choice and Fate Attributions

