Evidence map›Paper›PMID 42348370›Full record

Observational studyInquiry : a journal of medical care organization, provision and financing

Digital Access and Primary Care Use in Chronic Disease Management: Preliminary Evidence From Three Caribbean Cities in Colombia.

Mario de la Puente, Hernán Guzmán, Denis Adriana González Sánchez, Anderson Domínguez, Juan Lamby

Abstract readObservational Study
In one paragraph

Observational study in Inquiry : a journal of medical care organization, provision and financing. 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.

Mario de la PuenteDepartment of Political Science and International Relations, Universidad Del Norte, Barranquilla, Colombia.ORCID 0000-0002-0783-1267
Hernán GuzmánDepartment of Business Management, Universidad de Sucre, Sincelejo, Colombia.
Denis Adriana González SánchezDepartment of education, Institución Educativa Simón Bolívar, Sahagún, Córdoba, Colombia.
Anderson DomínguezBusiness management, Corporación Universitaria Minuto de Dios (UNIMINUTO), Barranquilla, Colombia.
Juan LambyBusiness management, Corporación Universitaria Minuto de Dios (UNIMINUTO), Barranquilla, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

IntroductionChronic disease management depends on sustained interaction with primary care services, yet these interactions may be shaped by digital inequalities in urban middle-income settings. This study examines whether household digital access is associated with differences in primary care utilization and hospitalization outcomes among adults with chronic diseases in three Caribbean cities of Colombia: Barranquilla, Cartagena, and Santa Marta.MethodsThis study used a quantitative, observational, cross-sectional, and exploratory design based on secondary anonymized data from national household surveys, SISPRO administrative health records, and national ICT indicators. The analytical sample included adults aged 18 years and older living in urban households in Barranquilla, Cartagena, and Santa Marta who had at least one chronic disease identified through survey or administrative records and had complete information for the dependent variable and all covariates included in the multivariable models. Individuals younger than 18 years, residents of rural areas, persons without evidence of chronic disease, and observations with missing data in key analytical variables were excluded. Descriptive comparisons were combined with binary logistic regression models including household internet access, age, gender, education, income quintile, insurance regime, and city fixed effects, and a probit model was estimated as a robustness check.ResultsDescriptive findings show that individuals living in households with internet access reported more primary care visits than those without access. Across the pooled sample, predicted probabilities of hospitalization were lower among individuals with household internet access, with the largest difference observed in Santa Marta. The robustness analysis using a probit specification confirmed the same negative association between household internet access and hospitalization probability.ConclusionThe findings provide preliminary evidence that household digital access is associated with greater primary care utilization and lower hospitalization risk among adults with chronic diseases in the three cities studied. Although the cross-sectional design does not allow causal inference, the results suggest that digital inclusion may be a relevant complementary component of primary care-centered strategies for chronic disease management in urban middle-income contexts.

Indexed as

Disease ManagementPatient Acceptance of Health CarePrimary Health CareAccess to Primary CareAdolescentAdultAgedChronic DiseaseColombiaCross-Sectional StudiesDigital HealthFemaleHealth Services AccessibilityHospitalizationHumansMalecaribbean Colombiachronic diseasedigital healthdigital inequalityprimary care

Identifiers

PMID42348370
PMCPMC13305505

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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.