Evidence map›Paper›PMID 42742467›Full record

ArticleThe Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association2026

Outpatient Care Fragmentation and Patient Satisfaction With Care.

Isabella Ratto, Neelam Ahmed, Mengyuan Chen, Nasim Ferdows, Gary J Young, Brady Post

Abstract read
In one paragraph

Article in The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association, 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
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0citing papers in PubMed
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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

6 authors.

Isabella RattoDepartment of Health Policy, London School of Economics & Political Science, London, UK.ORCID https://orcid.org/0009-0005-1606-5815
Neelam AhmedCenter for Health Policy and Healthcare Research and Department of Public Health and Health Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts, USA.ORCID https://orcid.org/0009-0006-8121-2970
Mengyuan ChenCenter for Health Policy and Healthcare Research and Department of Public Health and Health Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts, USA.
Nasim FerdowsCenter for Health Policy and Healthcare Research and Department of Public Health and Health Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts, USA.
Gary J YoungCenter for Health Policy and Healthcare Research and D'Amore-McKim School of Business, Northeastern University, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0002-4223-9971
Brady PostCenter for Health Policy and Healthcare Research and Department of Public Health and Health Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0001-6544-8744

Funding

AHRQ HHS K01 HS029278AHRQ HHS K01HS029278
6 · The paper itself

Abstract

objectiveThe aim of this study is to examine the association between outpatient care fragmentation and self-reported patient satisfaction for Medicare beneficiaries. STUDY SETTING AND

designWe measured outpatient fragmentation, that is, how dispersed patients' care was, at the physician and practice levels with a reverse Herfindahl-Hirschman concentration index (HHI). We used three domains of satisfaction with care: access, communication, and coordination and quality. We tested the relationship between fragmentation and patient satisfaction using ordinary least squares regressions, adjusting for age, income, race/ethnicity, clinical severity, and care utilization. DATA SOURCES AND ANALYTIC SAMPLE: We conducted a retrospective analysis using secondary data from 2020 to 2022. We used the Medicare Current Beneficiary Survey and Medicare claims, both collected annually by CMS. PRINCIPAL

findingsOutpatient fragmentation was common in our sample (n = 2294), with an average reverse HHI of 0.39 at the provider level and 0.22 at the practice level. Rural beneficiaries experienced more fragmentation at the practice level than their urban (reverse HHI 0.37 vs. 0.19, p < 0.001) or suburban (0.37 vs. 0.28, p < 0.001) counterparts. Provider-level fragmentation, although higher (reverse HHI 0.44 rural vs. 0.39 suburban vs. 0.39 urban), was not statistically different between populations. Non-urban beneficiaries reported lower satisfaction with accessibility (9.82 suburban vs. 10.05 urban and 9.65 rural vs. 10.05 urban, p-values 0.004 and 0.003) and coordination and quality (13.33 suburban vs. 13.64 urban and 13.37 rural vs. 13.64 urban, p-values 0.002 and 0.115). Communication scores were similar between populations. Our regression models did not establish a statistically significant relationship between outpatient fragmentation and any of our satisfaction with care scales.

conclusionsRurality was strongly linked to greater care fragmentation, while fragmentation was not linked to differences in patient satisfaction. Health systems should note that reduced fragmentation may improve health outcomes, but these may not immediately translate to improved patient experiences.

Indexed as

Ambulatory CarePatient SatisfactionAgedAged, 80 and overFemaleHealth Services AccessibilityHumansMaleMedicareRetrospective StudiesSurveys and QuestionnairesUnited Statescare fragmentationmedicareoutpatient care deliverypatient satisfaction

Identifiers

PMID42742467
PMCPMC13576791

What OpenQuestion holds

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Registered trials

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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.