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. 2022 Nov 1;5(11):e2242587.
doi: 10.1001/jamanetworkopen.2022.42587.

Accounting for the Growth of Observation Stays in the Assessment of Medicare's Hospital Readmissions Reduction Program

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Accounting for the Growth of Observation Stays in the Assessment of Medicare's Hospital Readmissions Reduction Program

Amber K Sabbatini et al. JAMA Netw Open. .

Erratum in

  • Error in Author's Name in Byline.
    [No authors listed] [No authors listed] JAMA Netw Open. 2022 Dec 1;5(12):e2251415. doi: 10.1001/jamanetworkopen.2022.51415. JAMA Netw Open. 2022. PMID: 36542385 Free PMC article. No abstract available.

Abstract

Importance: Decreases in 30-day readmissions following the implementation of the Medicare Hospital Readmissions Reduction Program (HRRP) have occurred against the backdrop of increasing hospital observation stay use, yet observation stays are not captured in readmission measures.

Objective: To examine whether the HRRP was associated with decreases in 30-day readmissions after accounting for observation stays.

Design, setting, and participants: This retrospective cohort study included a 20% sample of inpatient admissions and observation stays among Medicare fee-for-service beneficiaries from January 1, 2009, to December 31, 2015. Data analysis was performed from November 2021 to June 2022. A differences-in-differences analysis assessed changes in 30-day readmissions after the announcement of the HRRP and implementation of penalties for target conditions (heart failure, acute myocardial infarction, and pneumonia) vs nontarget conditions under scenarios that excluded and included observation stays.

Main outcomes and measures: Thirty-day inpatient admissions and observation stays.

Results: The study included 8 944 295 hospitalizations (mean [SD] age, 78.7 [8.2] years; 58.6% were female; 1.3% Asian; 10.0% Black; 2.0% Hispanic; 0.5% North American Native; 85.0% White; and 1.2% other or unknown). Observation stays increased from 2.3% to 4.4% (91.3% relative increase) of index hospitalizations among target conditions and 14.1% to 21.3% (51.1% relative increase) of index hospitalizations for nontarget conditions. Readmission rates decreased significantly after the announcement of the HRRP and returned to baseline by the time penalties were implemented for both target and nontarget conditions regardless of whether observation stays were included. When only inpatient hospitalizations were counted, decreasing readmissions accrued into a -1.48 percentage point (95% CI, -1.65 to -1.31 percentage points) absolute reduction in readmission rates by the postpenalty period for target conditions and -1.13 percentage point (95% CI, -1.30 to -0.96 percentage points) absolute reduction in readmission rates by the postpenalty period for nontarget conditions. This reduction corresponded to a statistically significant differential change of -0.35 percentage points (95% CI, -0.59 to -0.11 percentage points). Accounting for observation stays more than halved the absolute decrease in readmission rates for target conditions (-0.66 percentage points; 95% CI, -0.83 to -0.49 percentage points). Nontarget conditions showed an overall greater decrease during the same period (-0.76 percentage points; 95% CI, -0.92 to -0.59 percentage points), corresponding to a differential change in readmission rates of 0.10 percentage points (95% CI, -0.14 to 0.33 percentage points) that was not statistically significant.

Conclusions and relevance: The findings of this study suggest that the reduction of readmissions associated with the implementation of the HRRP was smaller than originally reported. More than half of the decrease in readmissions for target conditions appears to be attributable to the reclassification of inpatient admission to observation stays.

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Conflict of interest statement

Conflict of Interest Disclosures: Dr Joynt Maddox reported receiving grants from the National Institutes of Health (NIH) National Institute on Aging (NIA) during the conduct of the study; and grants from the NIH National Heart, Lung, and Blood Institute, grants from the NIH National Institute of Nursing Research, grants from the NIH NIA, a contract from Humana Research, and personal fees from the Centene Health policy advisory council outside the submitted work. Dr Basu reported receiving consulting fees from Salutis LLC outside the submitted work. Dr Wright reported receiving consulting fees from the University of Washington provided to the Center for Health Workforce Studies outside the submitted work. No other disclosures were reported.

Figures

Figure.
Figure.. Changes in Target vs Nontarget Observation Stays in 30-Day Readmissions Before and After Implementation of the Medicare Hospital Readmissions Reduction Program (HRRP)
Points represent monthly adjusted readmission rates; solid lines represent the fitted trend from regression models.

Comment in

References

    1. Gerhardt G, Yemane A, Hickman P, Oelschlaeger A, Rollins E, Brennan N. Medicare readmission rates showed meaningful decline in 2012. Medicare Medicaid Res Rev. 2013;3(2):mmrr.003.02.b01. Published online May 28, 2013. doi: 10.5600/mmrr.003.02.b01 - DOI - PMC - PubMed
    1. Zuckerman RB, Sheingold SH, Orav EJ, Ruhter J, Epstein AM. Readmissions, observation, and the Hospital Readmissions Reduction Program. N Engl J Med. 2016;374(16):1543-1551. doi: 10.1056/NEJMsa1513024 - DOI - PubMed
    1. Desai NR, Ross JS, Kwon JY, et al. Association between hospital penalty status under the Hospital Readmission Reduction Program and readmission rates for target and nontarget conditions. JAMA. 2016;316(24):2647-2656. doi: 10.1001/jama.2016.18533 - DOI - PMC - PubMed
    1. Wasfy JH, Zigler CM, Choirat C, Wang Y, Dominici F, Yeh RW. Readmission rates after passage of the Hospital Readmissions Reduction Program: a pre-post analysis. Ann Intern Med. 2017;166(5):324-331. doi: 10.7326/M16-0185 - DOI - PMC - PubMed
    1. MedPAC. June 2013 report to the Congress: Medicare and the health care delivery system. June 14, 2013. Accessed June 6, 2022. https://www.medpac.gov/document/june-2013-report-to-the-congress-medicar...

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