Evidence map›Paper›PMID 41646802›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Social Determinants of Health and Preventive Service Utilization in a U.S. Community Health Center: An Application of the Andersen and Aday Model.

Jennifer M Torres Del Valle, Miguel Ángel Sánchez González, Marisol Peña Orellana, José Carrión Baralt

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

4 authors.

Jennifer M Torres Del ValleSchool of Medicine, Complutense University of Madrid, Madrid, Spain.ORCID 0009-0009-5635-3765
Miguel Ángel Sánchez GonzálezSchool of Medicine, Complutense University of Madrid, Madrid, Spain.
Marisol Peña OrellanaGraduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico.
José Carrión BaraltGraduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico.

Funding

Hispanics in Research Capability: SoHP & SOM Partnership (HIREC)S21MD001830 · NIMHD · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI ELIAS BONETA, AUGUSTO R, ESTAPE, ESTELA S · 2005 to 2010
$30.0M
Hispanic Clinical and Translational Research Education and Career Development ProgramR25MD007607 · NIMHD · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI Karen G. Martinez Gonzalez, Barbara Segarra-Vazquez · 2012 to 2026
$7.4M
NIMHD NIH HHS R25 MD007607NIMHD NIH HHS S21 MD001830
6 · The paper itself

Abstract

Objective: To examine how social determinants of health (SDOH) influence the utilization of preventive health services at a Federally Qualified Health Center (FQHC) in Erie, Pennsylvania, using the Andersen and Aday behavioral model (Andersen, 1995; Aday & Andersen, 1974). Methods: A cross-sectional, descriptive correlational study was conducted among adults (≥18 years) receiving primary care at Community Health Net from March through October 2018. The data was collected via a self-administered questionnaire, classifying variables as predisposing, enabling, or need factors, per the Andersen and Aday model. The Protocol for Responding to & Assessing Patients' Assets, Risks & Experiences (PRAPARE) tool was used to assess SDOH. Mental health status was measured using the Patient Health Questionnaire-9 and Generalized Anxiety Disorder 7-item scale. Logistic regression identified predictors of preventive service utilization. Results: Of the 274 participants, 65.8% were over 50 years old, 50.2% had low annual incomes (≤$15,000), 71.0% had public insurance, 58.8% were unemployed, and 10.0% were homeless. A total of 78.8% of the participants reported experiencing emotional or physical problems that affected their social life; 16.1% reported having transportation barriers and 13.9% reported a lack of social support. Preventive service utilization was high (75.1%). Multivariable analysis showed that low incomes (≤$15,000) (odds ratio [OR] = 1.82, 95% CI [1.15, 2.89]), unemployment (OR = 2.10, 95% CI [1.30, 3.40]), and mental health conditions (OR = 3.05, 95% CI [1.80, 5.18]) were significant predictors of utilization. Homelessness showed a positive but not statistically significant association (OR = 1.68, 95% CI [0.92, 3.06). The most frequently reported unmet needs among participants were mental health care (24.8%), transportation (16.1%), and social support (13.9%). Conclusions: Socioeconomic disadvantage and mental health needs are strongly associated with preventive service utilization in this FQHC population, consistent with the Andersen and Aday model and international evidence (Braveman & Gottlieb, 2014; Marmot et al., 2008; Magnan, 2021). Addressing SDOH-including poverty, unemployment, mental health, and access barriers-remains essential for advancing health equity in high-risk communities (World Health Organization, 2008; Artiga & Hinton, 2022).

Identifiers

PMID41646802
PMCPMC12870552

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LicenceCC BY-NC-ND
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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.