Evidence map›Paper›PMID 35178702›Full record

ArticleHealth services research2022

Outpatient care fragmentation in Veterans Affairs patients at high-risk for hospitalization.

Donna M Zulman, Liberty Greene, Cindie Slightam, Sara J Singer, Matthew L Maciejewski, Mary K Goldstein, Megan E Vanneman, Jean Yoon, Ranak B Trivedi, Todd Wagner and 2 more

Open access · greenAbstract read
In one paragraph

Article in Health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
1.6field-weighted citation impact, top 18% 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

12 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Continuity of Care and Risks of Hospitalization and Mortality in COPD: A Nationwide Cohort Study.International journal of chronic obstructive pulmonary disease · 2026
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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

12 authors at 7 institutions in 1 country.

Donna M ZulmanCenter for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, California, USA.ORCID 0000-0001-8904-2810
Liberty GreeneCenter for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, California, USA.
Cindie SlightamCenter for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, California, USA.
Sara J SingerDepartment of Medicine, Stanford University School of Medicine, Stanford, California, USA.ORCID 0000-0002-3374-1177
Matthew L MaciejewskiDurham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, North Carolina, USA.
Mary K GoldsteinOffice of Geriatrics and Extended Care, Veterans Health Administration, Washington, DC, USA.
Megan E VannemanInformatics, Decision-Enhancement and Analytic Sciences Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA.
Jean YoonHealth Economics Resource Center, VA Palo Alto Health Care System, Menlo Park, California, USA.ORCID 0000-0001-8565-2881
Ranak B TrivediCenter for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, California, USA.
Todd WagnerHealth Economics Resource Center, VA Palo Alto Health Care System, Menlo Park, California, USA.
Steven M AschCenter for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, California, USA.
Derek BoothroydCenter for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, California, USA.
VA Palo Alto Health Care System · USPalo Alto University · USDuke University · USSan Francisco General Hospital · USStanford University · USUniversity of Utah · USVeterans Health Administration · US

Funding

Care Coordination for High-Risk Patients with Multiple Chronic ConditionsI01HX002127 · VA · VETERANS ADMIN PALO ALTO HEALTH CARE SYS · PI ZULMAN, DONNA MICHELLE · 2018 to 2021
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Access to and Choice of VA or Non-VA Health Care by Veterans of Recent ConflictsIK2HX002625 · VA · VA SALT LAKE CITY HEALTHCARE SYSTEM · PI VANNEMAN, MEGAN ENFIELD · 2020 to 2025
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HSR&D Senior Research Career Scientist AwardIK6HX003157 · VA · DURHAM VA MEDICAL CENTER · PI MATTHEW L MACIEJEWSKI · 2020 to 2026
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HSRD VA I01 HX002127HSRD VA IK2 HX002625HSRD VA IK6 HX003157
6 · The paper itself

Abstract

objectiveTo examine outpatient care fragmentation and its association with future hospitalization among patients at high risk for hospitalization. DATA SOURCES: Veterans Affairs (VA) and Medicare data. STUDY

designWe conducted a longitudinal study, using logistic regression to examine how outpatient care fragmentation in FY14 (as measured by number of unique providers, Breslau's Usual Provider of Care (UPC), Bice-Boxerman's Continuity of Care Index (COCI), and Modified Modified Continuity Index (MMCI)) was associated with all-cause hospitalizations and hospitalizations related to ambulatory care sensitive conditions (ACSC) in FY15. We also examined how fragmentation varied by patient's age, gender, race, ethnicity, marital status, rural status, history of homelessness, number of chronic conditions, Medicare utilization, and mental health care utilization. DATA EXTRACTION

methodsWe extracted data for 130,704 VA patients ≥65 years old with a hospitalization risk ≥90th percentile and ≥ four outpatient visits in the baseline year. PRINCIPAL

findingsThe mean (SD) of FY14 outpatient visits was 13.2 (8.6). Fragmented care (more providers, less care with a usual provider, more dispersed care based on COCI) was more common among patients with more chronic conditions and those receiving mental health care. In adjusted models, most fragmentation measures were not associated with all-cause hospitalization, and patients with low levels of fragmentation (more concentrated care based on UPC, COCI, and MMCI) had a higher likelihood of an ACSC-related hospitalization (AOR, 95% CI = 1.21 (1.09-1.35), 1.27 (1.14-1.42), and 1.28 (1.18-1.40), respectively).

conclusionsContrary to expectations, outpatient care fragmentation was not associated with elevated all-cause hospitalization rates among VA patients in the top 10th percentile for risk of admission; in fact, fragmented care was linked to lower rates of hospitalization for ACSCs. In integrated settings such as the VA, multiple providers, and dispersed care might offer access to timely or specialized care that offsets risks of fragmentation, particularly for conditions that are sensitive to ambulatory care.

Indexed as

MedicareVeteransAgedAmbulatory CareChronic DiseaseHospitalizationHumansLongitudinal StudiesUnited StatesUnited States Department of Veterans Affairscare coordinationcare fragmentationcontinuity of carehealth system outcome modelsmultimorbidity

Identifiers

PMID35178702
PMCPMC9264453
OpenAlexW4213090334

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.