Evidence map›Paper›PMID 41809500›Full record

ArticleResearch square2026

Social Determinants of Health Impact Cervical Cancer Stage at Presentation among Women in Zambia.

Graciela M Nogueras Gonzalez, Mehmet Enes Inam, Susan Msadabwe, Kamaria L Lee, Bernadette Njala, Dyness Sakala, Mwando Chitula, Jane R Montealegre, Susan Peterson, Elizabeth Chiao and 1 more

Abstract readPreprint
In one paragraph

Article in Research square, 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

5 · Who and what money

Authors and funding

11 authors.

Graciela M Nogueras GonzalezThe University of Texas MD Anderson Cancer Center.
Mehmet Enes InamThe University of Texas MD Anderson Cancer Center.
Susan MsadabweCancer Diseases Hospital.
Kamaria L LeeThe University of Texas MD Anderson Cancer Center.
Bernadette NjalaCancer Diseases Hospital.
Dyness SakalaCancer Diseases Hospital.
Mwando ChitulaCancer Diseases Hospital.
Jane R MontealegreThe University of Texas MD Anderson Cancer Center.
Susan PetersonThe University of Texas MD Anderson Cancer Center.
Elizabeth ChiaoThe University of Texas MD Anderson Cancer Center.
Lilie L LinThe University of Texas MD Anderson Cancer Center.

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI DIANE BODURKA · 1985 to 2026
$290.8M
The Impact of Biologic Aging on Immunity-Related Cervical Cancer Outcome Disparities Among Women Living with HIV in ZambiaR01CA284623 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Anna Coghill, Lilie Leming Lin · 2023 to 2026
$2.9M
NCI NIH HHS P30 CA016672NCI NIH HHS R01 CA284623
6 · The paper itself

Abstract

Background: The impact of social determinants of health (SDOH) on cervical cancer stage in Zambia remains poorly understood and understudied. Methods: We administered the Accountable Health Communities Health-Related Social Needs Screening Tool, modified for Zambian culture, to newly diagnosed cervical cancer patients at the Cancer Diseases Hospital (CDH) in Lusaka, Zambia. The primary aim of the study was to determine the relationship between sociodemographic factors, SDOH domains, and advanced cervical cancer stage (III/IV) at presentation to CDH. Logistic regression models were performed to determine associations. Results: Between June 2022 and March 2025, there were 259 survey respondents. Their median age was 50 years (range: 29-78), 47.1% of them were diagnosed with advanced cervical cancer, 55.2% were women living with HIV, and most (92.6%) had completed primary or secondary education. Although none of the standard SDOH domains including education, housing, transportation, and rurality were associated with advanced cancer stage, lack of knowledge about cervical cancer risks and symptoms (OR = 1.79, 95% CI: 1.03-3.11; p = 0.04) was the main factor associated with advanced cervical cancer stage in the adjusted model. Conclusions: Awareness about risks and symptoms of cervical cancer was the only factor associated with advanced cancer stage at presentation. While additional studies are needed to understand how SDOH may contribute specifically to cervical cancer prevention and diagnostic services access in low- and middle-income countries, improving educational strategies to increase awareness of the importance of screening and early diagnosis could reduce late-stage cervical cancer presentations.

Indexed as

Cross-Sectional StudiesDeveloping CountriesEpidemiologyHealth Services ResearchNeoplasm StagingSocial Determinants of HealthUterine Cervical Neoplasms

Identifiers

PMID41809500
PMCPMC12970386

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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.