Observational studyJAMA2018
Association of Hospital Participation in a Medicare Bundled Payment Program With Volume and Case Mix of Lower Extremity Joint Replacement Episodes.
Observational study in JAMA, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 34 papers.
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.
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.
Who cites it
34 citing papers in PubMed, 62 citations in OpenAlex.
- The Oncology Care Model and Initiation of Systemic Therapy for Cancer.JAMA internal medicine · 2026Article
- Nothing to See Here? A Non-Inferiority Approach to Parallel Trends.Statistics in medicine · 2026Article
- Savings Associated With Bundled Payments for Outpatient Spine Surgery Among Medicare Beneficiaries.JAMA health forum · 2025Article
- Physician and Hospital Performance in Medicare's Updated Bundled-Payment Model for Joint Replacement.JAMA health forum · 2025Article
- Association between mandatory bundled payments and changes in socioeconomic disparities for joint replacement outcomes.Health services research · 2024Observational
- The impact of an innovative payment method on medical expenditure, efficiency, and quality for inpatients with different types of medical insurance: evidence from a pilot city, China.International journal for equity in health · 2024Article
- Association Between a Bundled Payment Program for Lower Extremity Joint Replacement and Patient Outcomes Among Medicare Advantage Beneficiaries.JAMA health forum · 2023Article
- The Association between Bundled Payment Participation and Changes in Medical Episode Outcomes among High-Risk Patients.Healthcare (Basel, Switzerland) · 2022Article
- Performance of Physician Groups and Hospitals Participating in Bundled Payments Among Medicare Beneficiaries.JAMA health forum · 2022Article
- Operative Techniques to Reduce Hip and Knee Arthroplasty Complications in Morbidly Obese Patients.Arthroplasty today · 2022Article
- Data resources for evaluating the economic and financial consequences of surgical care in the United States.The journal of trauma and acute care surgery · 2022Review
- Impact of Hospital-Based Rehabilitation Services on Discharge to the Community by Value-Based Payment Programs After Joint Replacement Surgery.Physical therapy · 2022Article
- Article
- A Higher Altitude Is Associated with Increased Incidence of Infections following Primary Total Hip Arthroplasty.Hip & pelvis · 2021Article
- The Effect of Hospital Safety Net Status on the Association Between Bundled Payment Participation and Changes in Medical Episode Outcomes.Journal of hospital medicine · 2021Observational
- Hospital Responses to Incentives in Episode-Based Payment for Joint Surgery: A Controlled Population-Based Study.JAMA internal medicine · 2021Article
- Article
- Association of the Comprehensive Care for Joint Replacement Model With Disparities in the Use of Total Hip and Total Knee Replacement.JAMA network open · 2021Article
- Association of Physician Group Practice Participation in Bundled Payments With Patient Selection, Costs, and Outcomes for Joint Replacement.JAMA health forum · 2021Article
- Preparing for Bundled Payments: Impact of Complications Post-Coronary Artery Bypass Grafting on Costs.The Annals of thoracic surgery · 2021Article
Corrections and comments
- Commented on by
- Commented on by
- Commented on by
- Erratum issued
Authors and funding
12 authors at 1 institution in 1 country.
Funding
Abstract
Importance: Medicare's Bundled Payments for Care Improvement (BPCI) initiative for lower extremity joint replacement (LEJR) surgery has been associated with a reduction in episode spending and stable-to-improved quality. However, BPCI may create unintended effects by prompting participating hospitals to increase the overall volume of episodes paid for by Medicare, which could potentially eliminate program-related savings or prompt them to shift case mix to lower-risk patients. Objective: To evaluate whether hospital BPCI participation for LEJR was associated with changes in overall volume and case mix. Design, Setting, and Participants: Observational study using Medicare claims data and a difference-in-differences method to compare 131 markets (hospital referral regions) with at least 1 BPCI participant hospital (n = 322) and 175 markets with no participating hospitals (n = 1340), accounting for 580 043 Medicare beneficiaries treated before (January 2011-September 2013) and 462 161 after (October 2013-December 2015) establishing the BPCI initiative. Hospital-level case-mix changes were assessed by comparing 265 participating hospitals with a 1:1 propensity-matched set of nonparticipating hospitals from non-BPCI markets. Exposures: Hospital BPCI participation. Main Outcomes and Measures: Changes in market-level LEJR volume in the before vs after BPCI periods and changes in hospital-level case mix based on demographic, socioeconomic, clinical, and utilization factors. Results: Among the 1 717 243 Medicare beneficiaries who underwent LEJR (mean age, 75 years; 64% women; and 95% nonblack race/ethnicity), BPCI participation was not significantly associated with a change in overall market-level volume. The mean quarterly market volume in non-BPCI markets increased 3.8% from 3.8 episodes per 1000 beneficiaries before BPCI to 3.9 episodes per 1000 beneficiaries after BPCI was launched. For BPCI markets, the mean quarterly market volume increased 4.4% from 3.6 episodes per 1000 beneficiaries before BPCI to 3.8 episodes per 1000 beneficiaries after BPCI was launched. The adjusted difference-in-differences estimate between the market types was 0.32% (95% CI, -0.06% to 0.69%; P = .10). Among 20 demographic, socioeconomic, clinical, and utilization factors, BPCI participation was associated with differential changes in hospital-level case mix for only 1 factor, prior skilled nursing facility use (adjusted difference-in-differences estimate, -0.53%; 95% CI, -0.96% to -0.10%; P = .01) in BPCI vs non-BPCI markets. Conclusions and Relevance: In this observational study of Medicare beneficiaries who underwent LEJR, hospital participation in Bundled Payments for Care Improvement was not associated with changes in market-level lower extremity joint replacement volume and largely was not associated with changes in hospital case mix. These findings may provide reassurance regarding 2 potential unintended effects associated with bundled payments for LEJR.
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Registered trials
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.