Evidence map›Paper›PMID 39325637›Full record

ArticlePreventing chronic disease2024

Social Deprivation and Multimorbidity Among Community-Based Health Center Patients in the United States.

Steele Valenzuela, Katherine D Peak, Nathalie Huguet, Miguel Marino, Teresa D Schmidt, Robert Voss, Ana R Quiñones, Corey Nagel

Abstract read
In one paragraph

Article in Preventing chronic disease, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Observational
  3. Article
  4. Article
  5. Associations of chronic obstructive pulmonary disease with life satisfaction and self-rated health: quantifying the subjective burden in a population-based study.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
    Article
  6. Article
  7. Review
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

8 authors.

Steele ValenzuelaDepartment of Family Medicine, Oregon Health & Science University, Portland.
Katherine D PeakDepartment of Family Medicine, Oregon Health & Science University, Portland.
Nathalie HuguetDepartment of Family Medicine, Oregon Health & Science University, Portland.
Miguel MarinoDepartment of Family Medicine, Oregon Health & Science University, Portland.
Teresa D SchmidtResearch Department, OCHIN Inc., Portland, Oregon.
Robert VossResearch Department, OCHIN Inc., Portland, Oregon.
Ana R QuiñonesDepartment of Family Medicine, Oregon Health & Science University, Portland.
Corey NagelCollege of Nursing, University of Arkansas for Medical Sciences, Little Rock.

Funding

Aging in Community Health Clinics: Multimorbidity Patterns among Middle-Aged and Older Adults (ACHES)R01AG061386 · NIA · OREGON HEALTH & SCIENCE UNIVERSITY · PI QUINONES, ANA ROMAN · 2019 to 2023
$2.9M
NIA NIH HHS R01 AG061386
6 · The paper itself

Abstract

Introduction: Multimorbidity - having 2 or more chronic diseases - is a national public health concern that entails burdensome and costly care for patients, their families, and public health programs. Adults residing in socially deprived areas often have limited access to social and material resources. They also experience a greater multimorbidity burden. Methods: We conducted a retrospective cohort analysis of electronic health record (EHR) data from 678 community-based health centers (CHCs) in 27 states from the Accelerating Data Value Across a National Community Health Center (ADVANCE) Network, a clinical research network, from 2012-2019. We used mixed-effects Poisson regression to examine the relationship of area-level social deprivation (eg, educational attainment, household income, unemployment) to chronic disease accumulation among a sample of patients aged 45 years or older (N = 816,921) residing across 9,362 zip code tabulation areas and receiving care in safety-net health organizations. Results: We observed high rates of chronic disease among this national sample. Prevalence of multimorbidity varied considerably by geographic location, both within and between states. People in more socially deprived areas with Social Deprivation Index (SDI) scores in quartiles 2, 3, and 4 had greater initial chronic disease counts - 17.1%, 17.7%, and 18.0%, respectively - but a slower rate of accumulation compared with people in the least-deprived quartile. Our findings were consistent for models of the composite SDI and those evaluating disaggregated measures of area-level educational attainment, household income, and unemployment. Conclusion: Social factors play an important role in the development and progression of multimorbidity, which suggests that an assessment and understanding of area-level social deprivation is necessary for developing public health strategies to address multimorbidity.

Indexed as

Community Health CentersMultimorbidityAgedChronic DiseaseElectronic Health RecordsFemaleHumansMaleMiddle AgedPrevalenceRetrospective StudiesSocial DeprivationUnited States

Identifiers

PMID39325637
PMCPMC11451564

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.