Evidence map›Paper›PMID 26390323›Full record

ArticleJAMA internal medicine2015

Changes in Low-Value Services in Year 1 of the Medicare Pioneer Accountable Care Organization Program.

Aaron L Schwartz, Michael E Chernew, Bruce E Landon, J Michael McWilliams

Abstract read
In one paragraph

Article in JAMA internal medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
93citing papers in PubMed, 3 pooled it
–field-weighted citation impact
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

93 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  8. Use of Low-Value Cancer Treatments in Medicare Advantage Versus Traditional Medicare.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
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  10. Observational
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  18. Trends in low-value cancer care during the COVID-19 pandemic.The American journal of managed care · 2024
    Article
  19. Article
  20. Measuring low-value care in hospital discharge records: evidence from China.The Lancet regional health. Western Pacific · 2023
    Article

33 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Aaron L SchwartzDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts.
Michael E ChernewDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts.
Bruce E LandonDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts2Division of General Internal Medicine and Primary Care, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts.
J Michael McWilliamsDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts3Division of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.

Funding

Tradeoffs in the Design of Public Long-Term Care BenefitsP01AG032952 · NIA · HARVARD MEDICAL SCHOOL · PI Timothy Layton · 2009 to 2026
$39.0M
Technology Diffusion PathwaysU01MH103018 · NIMH · HARVARD MEDICAL SCHOOL · PI HUSKAMP, HAIDEN A., NORMAND, SHARON-LISE TERESA · 2013 to 2017
$2.7M
Low-Value Medical Care: The Role of Provider OrganizationsF30AG044106 · NIA · HARVARD MEDICAL SCHOOL · PI SCHWARTZ, AARON LAWRENCE · 2014 to 2016
$126k
NIA NIH HHS F30 AG044106NIA NIH HHS F30 AG044106-01A1NIA NIH HHS P01 AG032952NIA NIH HHS P01 AG032952-06A1NIMH NIH HHS U01 MH103018
6 · The paper itself

Abstract

importanceWasteful practices are widespread in the US health care system. It is unclear if payment models intended to improve health care efficiency, such as the Medicare accountable care organization (ACO) programs, discourage the provision of low-value services.

objectiveTo assess whether the first year of the Medicare Pioneer ACO program was associated with a reduction in use of low-value services. DESIGN, SETTING, AND

participantsIn a difference-in-differences analysis, we compared use of low-value services between Medicare fee-for-service beneficiaries attributed to health care provider groups that entered the Pioneer program (ACO group) and beneficiaries attributed to other health care providers (control group) before (2009-2011) vs after (2012) Pioneer ACO contracts began. Data analysis was conducted from December 1, 2014, to June 27, 2015. Comparisons were adjusted for beneficiaries' sociodemographic and clinical characteristics as well as for geography. We decomposed estimates according to service characteristics (clinical category, price, and sensitivity to patient preferences) and compared estimates between subgroups of ACOs with higher vs lower baseline use of low-value services. MAIN OUTCOMES AND MEASURES: Use of, and spending on, 31 services in instances that provide minimal clinical benefit, measured as annual service counts per 100 beneficiaries and price-standardized annual service spending per 100 beneficiaries.

resultsDuring the precontract period, trends in the use of low-value services were similar for the ACO and control groups. The first year of ACO contracts was associated with a differential reduction (95% CI) of 0.8 low-value services per 100 beneficiaries for the ACO group (-1.2 to -0.4; P < .001), corresponding to a 1.9% differential reduction in service quantity (-2.9% to -0.9%) and a 4.5% differential reduction in spending on low-value services (-7.5% to -1.4%; P = .004). Differential reductions were similar for services less sensitive vs more sensitive to patient preferences and for higher- vs lower-priced services. The ACOs with higher than their markets' mean baseline levels of low-value service use experienced greater service reductions (-1.2 services per 100 beneficiaries; -1.7 to -0.7; P < .001) than did ACOs with use below the mean (-0.2 services per 100 beneficiaries, -0.6 to -0.2; P = .41; P = .003 for test of difference between subgroups). CONCLUSIONS AND RELEVANCE: During its first year, the Pioneer ACO program was associated with modest reductions in low-value services, with greater reductions for organizations providing more low-value care. Accountable care organization-like risk contracts may be able to discourage use of low-value services even without specifying services to target.

Indexed as

Accountable Care OrganizationsFee-for-Service PlansPatient Protection and Affordable Care ActAgedAnnual Reports as TopicCost SavingsFemaleHealth ExpendituresHumansMaleMedicareOutcome Assessment, Health CareUnited States

Identifiers

PMID26390323
PMCPMC4928485

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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.