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Evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in Gaborone, Botswana
OBJECTIVE: In Botswana, cervical cancer is the leading cause of cancer death for females. With limited resources, Botswana is challenged to ensure equitable access to advanced cancer care. Botswana’s capital city, Gaborone, houses the only gynecologic oncology multi-disciplinary team (MDT) and the o...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352107/ https://www.ncbi.nlm.nih.gov/pubmed/35925976 http://dx.doi.org/10.1371/journal.pone.0271679 |
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author | Friebel-Klingner, Tara M. Iyer, Hari S. Ramogola-Masire, Doreen Bazzett-Matabele, Lisa Monare, Barati Seiphetlheng, Alexander Ralefala, Tlotlo B. Mitra, Nandita Wiebe, Douglas J. Rebbeck, Timothy R. Grover, Surbhi McCarthy, Anne Marie |
author_facet | Friebel-Klingner, Tara M. Iyer, Hari S. Ramogola-Masire, Doreen Bazzett-Matabele, Lisa Monare, Barati Seiphetlheng, Alexander Ralefala, Tlotlo B. Mitra, Nandita Wiebe, Douglas J. Rebbeck, Timothy R. Grover, Surbhi McCarthy, Anne Marie |
author_sort | Friebel-Klingner, Tara M. |
collection | PubMed |
description | OBJECTIVE: In Botswana, cervical cancer is the leading cause of cancer death for females. With limited resources, Botswana is challenged to ensure equitable access to advanced cancer care. Botswana’s capital city, Gaborone, houses the only gynecologic oncology multi-disciplinary team (MDT) and the one chemoradiation facility in the country. We aimed to identify areas where fewer women were presenting to the MDT clinic for care. METHODS: This cross-sectional study examined cervical cancer patients presenting to the MDT clinic between January 2015 and March 2020. Patients were geocoded to residential sub-districts to estimate age-standardized presentation rates. Global Moran’s I and Anselin Local Moran’s I tested the null hypothesis that presentation rates occurred randomly in Botswana. Community- and individual-level factors of patients living in sub-districts identified with higher (HH) and lower (LL) clusters of presentation rates were examined using ordinary least squares with a spatial weights matrix and multivariable logistic regression, respectively, with α level 0.05. RESULTS: We studied 990 patients aged 22–95 (mean: 50.6). Presentation rates were found to be geographically clustered across the country (p = 0.01). Five sub-districts were identified as clusters, two high (HH) sub-district clusters and three low (LL) sub-district clusters (mean presentation rate: 35.5 and 11.3, respectively). Presentation rates decreased with increased travel distance (p = 0.033). Patients residing in LL sub-districts more often reported abnormal vaginal bleeding (aOR: 5.62, 95% CI: 1.31–24.15) compared to patients not residing in LL sub-districts. Patients in HH sub-districts were less likely to be living with HIV (aOR: 0.59; 95% CI: 0.38–0.90) and more likely to present with late-stage cancer (aOR: 1.78; 95%CI: 1.20–2.63) compared to patients not in HH sub-districts. CONCLUSIONS: This study identified geographic clustering of cervical cancer patients presenting for care in Botswana and highlighted sub-districts with disproportionately lower presentation rates. Identified community- and individual level-factors associated with low presentation rates can inform strategies aimed at improving equitable access to cervical cancer care. |
format | Online Article Text |
id | pubmed-9352107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-93521072022-08-05 Evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in Gaborone, Botswana Friebel-Klingner, Tara M. Iyer, Hari S. Ramogola-Masire, Doreen Bazzett-Matabele, Lisa Monare, Barati Seiphetlheng, Alexander Ralefala, Tlotlo B. Mitra, Nandita Wiebe, Douglas J. Rebbeck, Timothy R. Grover, Surbhi McCarthy, Anne Marie PLoS One Research Article OBJECTIVE: In Botswana, cervical cancer is the leading cause of cancer death for females. With limited resources, Botswana is challenged to ensure equitable access to advanced cancer care. Botswana’s capital city, Gaborone, houses the only gynecologic oncology multi-disciplinary team (MDT) and the one chemoradiation facility in the country. We aimed to identify areas where fewer women were presenting to the MDT clinic for care. METHODS: This cross-sectional study examined cervical cancer patients presenting to the MDT clinic between January 2015 and March 2020. Patients were geocoded to residential sub-districts to estimate age-standardized presentation rates. Global Moran’s I and Anselin Local Moran’s I tested the null hypothesis that presentation rates occurred randomly in Botswana. Community- and individual-level factors of patients living in sub-districts identified with higher (HH) and lower (LL) clusters of presentation rates were examined using ordinary least squares with a spatial weights matrix and multivariable logistic regression, respectively, with α level 0.05. RESULTS: We studied 990 patients aged 22–95 (mean: 50.6). Presentation rates were found to be geographically clustered across the country (p = 0.01). Five sub-districts were identified as clusters, two high (HH) sub-district clusters and three low (LL) sub-district clusters (mean presentation rate: 35.5 and 11.3, respectively). Presentation rates decreased with increased travel distance (p = 0.033). Patients residing in LL sub-districts more often reported abnormal vaginal bleeding (aOR: 5.62, 95% CI: 1.31–24.15) compared to patients not residing in LL sub-districts. Patients in HH sub-districts were less likely to be living with HIV (aOR: 0.59; 95% CI: 0.38–0.90) and more likely to present with late-stage cancer (aOR: 1.78; 95%CI: 1.20–2.63) compared to patients not in HH sub-districts. CONCLUSIONS: This study identified geographic clustering of cervical cancer patients presenting for care in Botswana and highlighted sub-districts with disproportionately lower presentation rates. Identified community- and individual level-factors associated with low presentation rates can inform strategies aimed at improving equitable access to cervical cancer care. Public Library of Science 2022-08-04 /pmc/articles/PMC9352107/ /pubmed/35925976 http://dx.doi.org/10.1371/journal.pone.0271679 Text en © 2022 Friebel-Klingner et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Friebel-Klingner, Tara M. Iyer, Hari S. Ramogola-Masire, Doreen Bazzett-Matabele, Lisa Monare, Barati Seiphetlheng, Alexander Ralefala, Tlotlo B. Mitra, Nandita Wiebe, Douglas J. Rebbeck, Timothy R. Grover, Surbhi McCarthy, Anne Marie Evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in Gaborone, Botswana |
title | Evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in Gaborone, Botswana |
title_full | Evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in Gaborone, Botswana |
title_fullStr | Evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in Gaborone, Botswana |
title_full_unstemmed | Evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in Gaborone, Botswana |
title_short | Evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in Gaborone, Botswana |
title_sort | evaluating the geographic distribution of cervical cancer patients presenting to a multidisciplinary gynecologic oncology clinic in gaborone, botswana |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352107/ https://www.ncbi.nlm.nih.gov/pubmed/35925976 http://dx.doi.org/10.1371/journal.pone.0271679 |
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