ArticleInternational journal of cancer2021
Geospatial barriers to healthcare access for breast cancer diagnosis in sub-Saharan African settings: The African Breast Cancer-Disparities in Outcomes Cohort Study.
Article in International journal of cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
36 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The Impact of Travel Distance on Cancer Stage at Diagnosis for Cancer: A Systematic Review.International journal of environmental research and public health · 2025Pooled it
- Delays in seeking, reaching and access to quality cancer care in sub-Saharan Africa: a systematic review.BMJ open · 2023Pooled it
- Patient and provider experiences with PEN-Plus in rural Mozambique: cohort characteristics at baseline.Global health action · 2026Article
- Prior Cervical Cancer Screening, Social Determinants of Health, and HIV Status Among Patients at the Cancer Disease Hospital, Zambia.Research square · 2026Article
- Adherence to Survivorship Care Visits in Patients With Cervical Cancer in Botswana.JCO global oncology · 2026Observational
- Avoidable deaths through the primary prevention, early detection, and curative treatment of cancer worldwide: a population-based study.The Lancet. Global health · 2026Article
- Transportation-related factors, cancer screening, and stage at diagnosis: A scoping review.PloS one · 2026Article
- Factors Associated with Delays in Breast Cancer Diagnosis in Low- and Middle-income Countries: A Scoping Review.International journal of community based nursing and midwifery · 2026Review
- Public health determinants of screening accessibility, diagnostic and treatment timeliness, care adherence, and survival outcomes in breast cancer patients.Frontiers in public health · 2026Article
- Surgical management of breast cancer: a review.Annals of medicine and surgery (2012) · 2025Review
- The role of AI for improved management of breast cancer: Enhanced diagnosis and health disparity mitigation.Computer methods and programs in biomedicine · 2025Review
- Spatial Distribution of Breast Cancer in Morocco and the Impact of Travel Distance and Rural Residence on Cancer Stage.Epidemiologia (Basel, Switzerland) · 2025Article
- Opportunistic use of artificial intelligence with X-ray imaging for diagnosis of HIV status in tuberculosis patients in Uganda and Tanzania.PLOS digital health · 2025Article
- Method of detection, determinants and subsequent treatments for breast, cervical and prostate cancers in Edo-Benin, Nigeria.Cancer causes & control : CCC · 2025Article
- Article
- Persistence to Adjuvant Endocrine Therapy for Breast Cancer in Botswana: An Observational Cohort Analysis.Breast care (Basel, Switzerland) · 2025Article
- Measuring the WHO Global Breast Cancer Initiative Pillars' key performance indicators in Sub-Saharan Africa: experience in the African Breast Cancer-Disparities in Outcomes hospital-based cohort study.EClinicalMedicine · 2025Article
- Global, Regional, and National Burden of Male Breast Cancer, 1990-2021: A Systematic Analysis for the Global Burden of Disease Study 2021.Cancer medicine · 2025Article
- Article
- Mapping the cancer research landscape across Zambia: evidence to support national cancer control planning.Ecancermedicalscience · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
Abstract
We examined the geospatial dimension of delays to diagnosis of breast cancer in a prospective study of 1541 women newly diagnosed in the African Breast Cancer-Disparities in Outcomes (ABC-DO) Study. Women were recruited at cancer treatment facilities in Namibia, Nigeria, Uganda and Zambia. The baseline interview included information used to generate the geospatial features: urban/rural residence, travel mode to treatment facility and straight-line distances from home to first-care provider and to diagnostic/treatment facility, categorized into country/ethnicity (population)-specific quartiles. These factors were investigated in relation to delay in diagnosis (≥3 months since first symptom) and late stage at diagnosis (TNM: III, IV) using logistic regression, adjusted for population group and sociodemographic characteristics. The median (interquartile range) distances to first provider and diagnostic and treatment facilities were 5 (1-37), 17 (3-105) and 62 (5-289) km, respectively. The majority had a delay in diagnosis (74%) and diagnosis at late stage (64%). Distance to first provider was not associated with delay in diagnosis or late stage at diagnosis. Rural residence was associated with delay, but the association did not persist after adjustment for sociodemographic characteristics. Distance to the diagnostic/treatment facility was associated with delay (highest vs lowest quartile: odds ratio (OR) = 1.56, 95% confidence interval (CI) = 1.08-2.27) and late stage (overall: OR = 1.47, CI = 1.05-2.06; without Nigerian hospitals where mostly local residents were treated: OR = 1.73, CI = 1.18-2.54). These findings underscore the need for measures addressing the geospatial barriers to early diagnosis in sub-Saharan African settings, including providing transport or travel allowance and decentralizing diagnostic services.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.