Geospatial access predicts cancer stage at presentation and outcomes for patients with breast cancer in southwest Nigeria: A population-based study Journal Article


Authors: Knapp, G. C.; Tansley, G.; Olasehinde, O.; Wuraola, F.; Adisa, A.; Arowolo, O.; Olawole, M. O.; Romanoff, A. M.; Quan, M. L.; Bouchard-Fortier, A.; Alatise, O. I.; Kingham, T. P.
Article Title: Geospatial access predicts cancer stage at presentation and outcomes for patients with breast cancer in southwest Nigeria: A population-based study
Abstract: Background: The majority of women in Nigeria present with advanced-stage breast cancer. To address the role of geospatial access, we constructed a geographic information-system–based model to evaluate the relationship between modeled travel time, stage at presentation, and overall survival among patients with breast cancer in Nigeria. Methods: Consecutive patients were identified from a single-institution, prospective breast cancer database (May 2009-January 2019). Patients were geographically located, and travel time to the hospital was generated using a cost-distance model that utilized open-source data. The relationships between travel time, stage at presentation, and overall survival were evaluated with logistic regression and survival analyses. Models were adjusted for age, level of education, and socioeconomic status. Results: From 635 patients, 609 were successfully geographically located. The median age of the cohort was 49 years (interquartile range [IQR], 40-58 years); 84% presented with ≥stage III disease. Overall, 46.5% underwent surgery; 70.8% received systemic chemotherapy. The median estimated travel time for the cohort was 45 minutes (IQR, 7.9-79.3 minutes). Patients in the highest travel-time quintile had a 2.8-fold increase in the odds of presenting with stage III or IV disease relative to patients in the lowest travel-time quintile (P =.006). Travel time ≥30 minutes was associated with an increased risk of death (HR, 1.65; P =.004). Conclusions: Geospatial access to a tertiary care facility is independently associated with stage at presentation and overall survival among patients with breast cancer in Nigeria. Addressing disparities in access will be essential to ensure the development of an equitable health policy. © 2020 American Cancer Society
Keywords: adult; cancer chemotherapy; survival analysis; cancer surgery; major clinical study; overall survival; clinical feature; cancer staging; outcome assessment; prospective study; disease association; breast cancer; cohort analysis; retrospective study; prediction; patient identification; age; risk assessment; health care policy; social status; data analysis; educational status; cost benefit analysis; health care access; health disparity; travel; access; nigeria; time factor; equity; human; male; female; priority journal; article; tertiary care center; mortality risk; medical geography; geographic information system (gis); geographic information system
Journal Title: Cancer
Volume: 127
Issue: 9
ISSN: 0008-543X
Publisher: Wiley Blackwell  
Date Published: 2021-05-01
Start Page: 1432
End Page: 1438
Language: English
DOI: 10.1002/cncr.33394
PUBMED: 33370458
PROVIDER: scopus
PMCID: PMC8404086
DOI/URL:
Notes: Article -- Export Date: 1 June 2021 -- Source: Scopus
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  1. T Peter Kingham
    609 Kingham