Evidence map›Paper›PMID 41809837›Full record

ArticleHealth affairs scholar2026

Higher intensity care for patients with multiple chronic conditions after hospital-physician integration.

Alexandra Harris, Brady Post, Cynthia Barnard, Jeffrey A Linder, Neil Jordan

Abstract read
In one paragraph

Article in Health affairs scholar, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Alexandra HarrisHealth Sciences Integrated PhD Program, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.ORCID https://orcid.org/0000-0001-6693-3856
Brady PostDepartment of Health Sciences, Northeastern University, Boston, MA 02115, United States.ORCID https://orcid.org/0000-0001-6544-8744
Cynthia BarnardDepartments of Medicine and Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.ORCID https://orcid.org/0000-0002-5522-2407
Jeffrey A LinderDepartment of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Neil JordanDepartments of Psychiatry & Behavioral Sciences, Medical Social Sciences, Preventive Medicine and Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.ORCID https://orcid.org/0000-0001-8467-822X

Funding

AHRQ HHS K01 HS029278
6 · The paper itself

Abstract

Introduction: Hospital-physician vertical integration-namely, hospitals acquiring physician practices, directly employing physicians, or having significant financial ties to physician practices-has accelerated in recent years. Yet, integration's implications for healthcare delivery for patients with multiple chronic conditions (MCCs) remain poorly understood. Methods: This study examined the effect of hospital-physician integration on health services utilization among patients with MCCs using an all-payer claims database. Results: We found that hospital-physician integration generally led to higher use of inpatient and ambulatory care, though these findings were heterogeneous across physician specialties and outcomes. Specifically, patients of integrated primary care physicians had more primary care and specialist visits, whereas integration among specialists did not alter the likelihood or frequency of ambulatory visits, highlighting a possible referral-driven mechanism. Conclusion: Overall, the integration of hospitals with primary care physicians appeared to intensify non-emergent ambulatory care while also increasing inpatient utilization, raising important questions about whether these patterns represent better care coordination or simply higher service intensity.

Indexed as

health services utilizationhospital-physician vertical integrationmultiple chronic conditions

Identifiers

PMID41809837
PMCPMC12967850

What OpenQuestion holds

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LicenceCC BY-NC
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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.