Evidence map›Paper›PMID 34042592›Full record

SynthesisJournal of medical Internet research2021

Digital Health Strategies for Cervical Cancer Control in Low- and Middle-Income Countries: Systematic Review of Current Implementations and Gaps in Research.

Andrea H Rossman, Hadley W Reid, Michelle M Pieters, Cecelia Mizelle, Megan von Isenburg, Nimmi Ramanujam, Megan J Huchko, Lavanya Vasudevan

Open access · goldAbstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 4 pooled it
5.8field-weighted citation impact, top 4% of its field
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

26 citing papers in PubMed, 4 syntheses or guidelines pooled it, 35 citations in OpenAlex.

  1. Pooled it
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  4. Pooled it
  5. Review
  6. The FemTech revolution: Unlocking the potential of new technology for optimizing pregnancy outcomes in low- and middle-income countries and remote areas.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Article
  7. Article
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  10. Observational
  11. Health system constraints in cervical cancer prevention in rural Namibia: A qualitative study.African journal of primary health care & family medicine · 2025
    Article
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  14. Article
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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 at 3 institutions in 1 country.

Andrea H RossmanDepartment of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, United States.ORCID 0000-0003-2539-2314
Hadley W ReidDuke School of Medicine, Durham, NC, United States.ORCID 0000-0002-4329-7831
Michelle M PietersDuke Global Health Institute, Durham, NC, United States.ORCID 0000-0002-5885-1911
Cecelia MizelleDuke Global Health Institute, Durham, NC, United States.ORCID 0000-0003-4401-1927
Megan von IsenburgMedical Center Library, Duke University, Durham, NC, United States.ORCID 0000-0001-6084-5775
Nimmi RamanujamDepartment of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, United States.ORCID 0000-0001-7319-8415
Megan J HuchkoDuke Global Health Institute, Durham, NC, United States.ORCID 0000-0002-4081-4768
Lavanya VasudevanDuke Global Health Institute, Durham, NC, United States.ORCID 0000-0003-2900-6070
Duke University · USDuke Institute for Health Innovation · USDuke Medical Center · US

Funding

Institutional Career Development CoreKL2TR002554 · NCATS · DUKE UNIVERSITY · PI SVETKEY, LAURA P · 2018 to 2022
$8.2M
NRSA Training CoreTL1TR002555 · NCATS · DUKE UNIVERSITY · PI EDELMAN, DAVID · 2018 to 2022
$3.7M
A Viable Solution for a See and Treat Paradigm for Cervical Pre-cancer in AfricaR01CA195500 · NCI · DUKE UNIVERSITY · PI RAMANUJAM, NIRMALA · 2015 to 2017
$647k
NCATS NIH HHS KL2 TR002554NCATS NIH HHS TL1 TR002555NCI NIH HHS R01 CA195500
6 · The paper itself

Abstract

backgroundNearly 90% of deaths due to cervical cancer occur in low- and middle-income countries (LMICs). In recent years, many digital health strategies have been implemented in LMICs to ameliorate patient-, provider-, and health system-level challenges in cervical cancer control. However, there are limited efforts to systematically review the effectiveness and current landscape of digital health strategies for cervical cancer control in LMICs.

objectiveWe aim to conduct a systematic review of digital health strategies for cervical cancer control in LMICs to assess their effectiveness, describe the range of strategies used, and summarize challenges in their implementation.

methodsA systematic search was conducted to identify publications describing digital health strategies for cervical cancer control in LMICs from 5 academic databases and Google Scholar. The review excluded digital strategies associated with improving vaccination coverage against human papillomavirus. Titles and abstracts were screened, and full texts were reviewed for eligibility. A structured data extraction template was used to summarize the information from the included studies. The risk of bias and data reporting guidelines for mobile health were assessed for each study. A meta-analysis of effectiveness was planned along with a narrative review of digital health strategies, implementation challenges, and opportunities for future research.

resultsIn the 27 included studies, interventions for cervical cancer control focused on secondary prevention (ie, screening and treatment of precancerous lesions) and digital health strategies to facilitate patient education, digital cervicography, health worker training, and data quality. Most of the included studies were conducted in sub-Saharan Africa, with fewer studies in other LMIC settings in Asia or South America. A low risk of bias was found in 2 studies, and a moderate risk of bias was found in 4 studies, while the remaining 21 studies had a high risk of bias. A meta-analysis of effectiveness was not conducted because of insufficient studies with robust study designs and matched outcomes or interventions.

conclusionsCurrent evidence on the effectiveness of digital health strategies for cervical cancer control is limited and, in most cases, is associated with a high risk of bias. Further studies are recommended to expand the investigation of digital health strategies for cervical cancer using robust study designs, explore other LMIC settings with a high burden of cervical cancer (eg, South America), and test a greater diversity of digital strategies.

Indexed as

Developing CountriesUterine Cervical NeoplasmsDelivery of Health CareFemaleHumansIncomeMass Screeningcell phonescervical cancercolposcopydeveloping countriesdigital healthlow- and middle-income countriesmobile phonestelemedicine or mobile appsuterine cervical neoplasms

Identifiers

PMID34042592
PMCPMC8193495
OpenAlexW3120893002

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.