Evidence map›Paper›PMID 42534519›Full record

ArticleHealth science reports2026

Socioeconomic and Behavioral Risk Factors for Cardiovascular Complications Among Hypertensive Adults in Lusaka, Zambia: A Cross-Sectional Study.

Gunet Mwalungali, Epiphany Chola, Patience Hampango, Martin Kampamba, Larry Mweetwa, Christine Mutati, Chanda Chisunka, Annie Silwimba, Jimmy Hangomma

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Article in Health science reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited 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

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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

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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

9 authors.

Gunet MwalungaliSchool of Medicine Cavendish University Lusaka Zambia.ORCID https://orcid.org/0000-0002-1446-1065
Epiphany CholaSchool of Medicine Cavendish University Lusaka Zambia.
Patience HampangoSchool of Medicine Cavendish University Lusaka Zambia.
Martin KampambaDepartment of Pharmacy University of Zambia Lusaka Zambia.ORCID https://orcid.org/0000-0003-0730-3795
Larry MweetwaMinistry of Technology and Science Government of the Republic of Zambia Lusaka Zambia.
Christine MutatiSchool of Medicine Cavendish University Lusaka Zambia.
Chanda ChisunkaSchool of Medicine Cavendish University Lusaka Zambia.
Annie SilwimbaSchool of Applied and Health Sciences, Pharmacy Department Evelyn Hone College of Applied Arts and Commerce Lusaka Zambia.ORCID https://orcid.org/0009-0006-4312-9631
Jimmy HangommaDepartment of Pharmacy, School of Health Sciences Levy Mwanawasa Medical University Lusaka Zambia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: Hypertension is a leading cause of cardiovascular complications (CVCs), yet the contribution of socioeconomic and behavioral risk factors to CVC development in Zambia is poorly understood. This study aimed to assess the association between socioeconomic status (SES), lifestyle behaviors, and CVCs among hypertensive patients at the University Teaching Hospital (UTH) in Lusaka, Zambia. Methods: A hospital-based cross-sectional study was conducted using secondary data from 384 medical records of hypertensive adults aged ≥ 18 years at UTH. Data on sociodemographic characteristics, SES, behavioral factors (salt intake, smoking, alcohol use, physical activity), and presence of CVCs (e.g., heart failure, left ventricular hypertrophy) were extracted. Multivariable logistic regression analysis was performed, and due to evidence of quasi-complete separation, Firth's penalized logistic regression was applied to improve estimate stability. Results: Increasing age was significantly associated with higher odds of CVCs (aOR = 1.097, Conclusion: Socioeconomic and behavioral factors were associated with the manifestation of CVCs in hypertensive patients. Older age was associated with increased odds of CVCs. Smoking and alcohol use were significant behavioral risk factors, while low SES showed a borderline association. Higher education and physical activity were protective. Public health interventions must integrate targeted lifestyle modification and address socioeconomic disparities to mitigate cardiovascular risk.

Indexed as

behavioral risk factorscardiovascular complicationscross‐sectional studyhypertensionsocioeconomic statusZambia

Identifiers

PMID42534519
PMCPMC13420153

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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.