Evidence map›Paper›PMID 33999159›Full record

ArticleJAMA internal medicine2021

Hospital Responses to Incentives in Episode-Based Payment for Joint Surgery: A Controlled Population-Based Study.

Andrew D Wilcock, Michael L Barnett, J Michael McWilliams, David C Grabowski, Ateev Mehrotra

Open access · greenAbstract read
In one paragraph

Article in JAMA internal medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.9field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. VOLUNTARY REGULATION: EVIDENCE FROM MEDICARE PAYMENT REFORM.The quarterly journal of economics · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Andrew D WilcockCenter for Health Services Research, Department of Family Medicine, University of Vermont, The Larner College of Medicine, Burlington.
Michael L BarnettDepartment of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.
J Michael McWilliamsDepartment of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
David C GrabowskiDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts.
Ateev MehrotraDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts.
Harvard University · USUniversity of Vermont · US

Funding

Tradeoffs in the Design of Public Long-Term Care BenefitsP01AG032952 · NIA · HARVARD MEDICAL SCHOOL · PI John Michael McWilliams · 2009 to 2026
$39.0M
The Changing Landscape of Post-Acute Care and Health Outcomes for Older AdultsK23AG058806 · NIA · HARVARD SCHOOL OF PUBLIC HEALTH · PI BARNETT, MICHAEL LAWRENCE · 2018 to 2022
$1.0M
NIA NIH HHS K23 AG058806NIA NIH HHS P01 AG032952
6 · The paper itself

Abstract

Importance: Medicare's Comprehensive Care for Joint Replacement (CJR) model, initiated in 2016, is a national episode-based payment model for lower-extremity joint replacement (LEJR). Metropolitan statistical areas (MSAs) were randomly assigned to participation. In the third year of the program, Medicare made hospital participation voluntary in half of the MSAs and enabled LEJRs for knees to be performed in the outpatient setting without being subject to episode-based payment. How these changes affected program savings is unclear. Objective: To estimate savings from the CJR program over time and assess how responses by hospitals to changing incentives were associated with those savings. Design, Participants, and Setting: This controlled population-based study used Medicare claims data from January 1, 2014, to December 31, 2019, to analyze the spending for beneficiaries who received LEJR in 171 MSAs randomized to CJR vs typical payment. One-quarter of beneficiaries before and after the April 1, 2016, start date were excluded as a 6-month washout period (January 1 to June 30, 2016) to allow time in the evaluation period for hospitals to respond to the program rules. Main Outcomes and Measures: The main outcomes were episode spending and, starting in year 3 of the program, the hospitals' decision to no longer participate in CJR and perform LEJRs in the outpatient setting. Results: Data from 1 087 177 patients (mean [SD] age, 74.4 [8.4] years; 692 604 women [63.7%]; 980 635 non-Hispanic White patients [90.2%]) were analyzed. Over the first 4 years of CJR, 321 038 LEJR episodes were performed at 702 CJR hospitals, and 456 792 episodes were performed at 826 control hospitals. From the second to the fourth year of the program, savings in CJR vs control MSAs diminished from -$976 per LEJR episode (95% CI, -$1340 to -$612) to -$331 (95% CI, -$792 to $130). In MSAs where hospital participation was made voluntary in the third year, more hospitals in the highest quartile of baseline spending dropped out compared with the lowest quartile (56 of 60 [93.3%] vs 29 of 56 [51.8%]). In MSAs where participation remained mandatory, CJR hospitals shifted fewer knee replacements to the outpatient setting in years 3 to 4 than controls (12 571 of 59 182 [21.2%] vs 21 650 of 68 722 [31.5%] of knee LEJRs). In these mandatory MSAs, 75% of the reduction in savings per episode from years 1 to 2 to years 3 to 4 of the program ($455; 95% CI, $137-$722) was attributable to CJR hospitals' decision on which patients would undergo surgery or whether the surgical procedure would occur in the outpatient setting. Conclusions and Relevance: This controlled population-based study found that savings observed in the second year of CJR largely dissipated by the fourth year owing to a combination of responses among hospitals to changes in the program. These results suggest a need for caution regarding the design of new alternative payment models.

Indexed as

Reimbursement MechanismsAgedAged, 80 and overArthroplasty, Replacement, KneeFemaleHumansMaleMedicareUnited States

Identifiers

PMID33999159
PMCPMC8129900
OpenAlexW3161937904

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.