Between Equity and Exclusion: Socioeconomic Factors in Breast and Cervical Cancer Prevention in Colombia

Published: 2023-08-31

Main Article Content

Authors

Introduction


Breast and cervical cancer represent a critical public health challenge in Colombia. Although early detection significantly reduces mortality, sustained access to these preventive screenings faces profound socioeconomic and territorial barriers.


Objective


To analyze the influence of individual, familial, and contextual determinants on the temporal frequency of undergoing cervical cytology tests (Pap smears) and mammograms among Colombian women who reported having undergone at least one of these examinations.


Methodology


Representative microdata from the 2015 National Demographic and Health Survey were used. Through econometric estimations using partially generalized ordered Logit models, the probability of adherence to different screening periodicities was evaluated, incorporating an intersectional approach.


Results


The estimations reveal marked equity gaps. Belonging to the contributory health insurance regime or having a higher level of education increases the probability of sustaining annual screenings by 3.7% to 5.3%. In contrast, living in rural areas, being in the lowest wealth quintiles, or belonging to vulnerable populations drastically decreases the consistency required by oncological prevention schemes.


Conclusions


Screening dynamics reveal systemic inequalities that restrict sustained self-care. It is imperative to formulate targeted public policies that expand medical infrastructure in marginalized areas, strengthen health literacy, and implement differentiated strategies to ensure effective social justice within the healthcare system.

Daniel Morales Martínez, Universidade Estadual de Campinas, São Paulo, Brasil

Doctor en Ciencias Económicas.

Paula Álvarez Roa, Senado de la República de Colombia, Bogotá, Colombia

Politóloga.

Morales Martínez, D., & Álvarez Roa, P. (2023). Between Equity and Exclusion: Socioeconomic Factors in Breast and Cervical Cancer Prevention in Colombia. Sociedad Y Economía, 58, e20415121. https://doi.org/10.25100/sye.vi58.15121

Abreu, M. N. S., Siqueira, A. L., & Caiaffa, W. T. (2009). Regressão logística ordinal em estudos epidemiológicos. Revista de Saúde Pública, 43, 183–194. https://doi.org/10.1590/S0034-89102009000100025

Ackerson, K., & Preston, S. D. (2009). A decision theory perspective on why women do or do not decide to have cancer screening: Systematic review. Journal of Advanced Nursing, 65(6), 1130–1140. https://doi.org/10.1111/j.1365-2648.2009.04981.x

Agarwal-Harding, P., Ruscitti, B., Shepard, D. S., Roa, A. H., & Bowser, D. M. (2024). Disparities in healthcare-seeking behaviors and associated costs between Venezuelan migrants and Colombians residing in Colombia. International Journal for Equity in Health, 23(1), 202. https://doi.org/10.1186/s12939-024-02289-y

Arbyn, M., Weiderpass, E., Bruni, L., de Sanjosé, S., Saraiya, M., Ferlay, J., & Bray, F. (2020). Estimates of incidence and mortality of cervical cancer in 2018: A worldwide analysis. The Lancet. Global Health, 8(2), e191–e203. https://doi.org/10.1016/S2214-109X(19)30482-6

CAC. (2025). Resultados de supervivencia global en las personas atendidas en el marco del sistema de salud colombiano y notificadas a la Cuenta de Alto Costo, 2014—2022 (p. 75). Cuenta de Alto Costo (CAC), Fondo Colombiano de Enfermedades de Alto Costo. https://cuentadealtocosto.org/wp-content/uploads/2025/03/informe-de-supervivencia-2025.pdf

Cameron, A. C., & Trivedi, P. K. (2005). Microeconometrics: Methods and Applications. Em Cambridge University Press (Vol. 53). https://www.cambridge.org/br/academic/subjects/economics/econometrics-statistics-and-mathematical-economics/microeconometrics-methods-and-applications?format=HB{&}isbn=9780521848053

Coughlin, S. S., Leadbetter, S., Richards, T., & Sabatino, S. A. (2008). Contextual analysis of breast and cervical cancer screening and factors associated with health care access among United States women, 2002. Social Science & Medicine (1982), 66(2), 260–275. https://doi.org/10.1016/j.socscimed.2007.09.009

Coughlin, S. S., Thompson, T. D., Hall, H. I., Logan, P., & Uhler, R. J. (2002). Breast and cervical carcinoma screening practices among women in rural and nonrural areas of the United States, 1998-1999. Cancer, 94(11), 2801–2812. https://doi.org/10.1002/cncr.10577

Elkin, E. B., Ishill, N. M., Snow, J. G., Panageas, K. S., Bach, P. B., Liberman, L., Wang, F., & Schrag, D. (2010). Geographic access and the use of screening mammography. Medical Care, 48(4), 349–356. https://doi.org/10.1097/MLR.0b013e3181ca3ecb

Greene, W. H. (2003). Econometric analysis. Prentice Hall.

Guerrero, R., Gallego, A. I., Becerril-Montekio, V., & Vásquez, J. (2011). The health system of Colombia. Salud Pública de México, 53, s144–s155.

Hendrick, R. E., Klabunde, C., Grivegnee, A., Pou, G., & Ballard-Barbash, R. (2002). Technical quality control practices in mammography screening programs in 22 countries. International Journal for Quality in Health Care: Journal of the International Society for Quality in Health Care, 14(3), 219–226. https://doi.org/10.1093/oxfordjournals.intqhc.a002613

Lairson, D. R., Chan, W., & Newmark, G. R. (2005). Determinants of the demand for breast cancer screening among women veterans in the United States. Social Science & Medicine (1982), 61(7), 1608–1617. https://doi.org/10.1016/j.socscimed.2005.03.015

Lechuga, E. N., & Salas, R. P. de L. (2008). Uso de la citología vaginal en mujeres afiliadas al régimen subsidiado atendidas en la Unidad Hospitalaria La Manga de Barranquilla (Colombia), 2006. Revista Científica Salud Uninorte, 24(2), Artigo 2. https://rcientificas.uninorte.edu.co/index.php/salud/article/view/1839

Leyden, W. A., Manos, M. M., Geiger, A. M., Weinmann, S., Mouchawar, J., Bischoff, K., Yood, M. U., Gilbert, J., & Taplin, S. H. (2005). Cervical cancer in women with comprehensive health care access: Attributable factors in the screening process. Journal of the National Cancer Institute, 97(9), 675–683. https://doi.org/10.1093/jnci/dji115

Lima-Costa, M. F., & Matos, D. L. (2007). Prevalência e fatores associados à realização da mamografia na faixa etária de 50-69 anos: Um estudo baseado na Pesquisa Nacional por Amostra de Domicílios (2003). Cadernos de Saúde Pública, 23, 1665–1673. https://doi.org/10.1590/S0102-311X2007000700018

Long, J. S., & Freese, J. (2014). Regression models for categorical dependent variables using Stata. Stata Press. https://www.scholars.northwestern.edu/en/publications/regression-models-for-categorical-dependent-variables-using-stata

Matos, J. C. de, Pelloso, S. M., & Carvalho, M. D. de B. (2011). Fatores associados à realização da prevenção secundária do câncer de mama no Município de Maringá, Paraná, Brasil. Cadernos de Saúde Pública, 27, 888–898. https://doi.org/10.1590/S0102-311X2011000500007

Mehta, T. S., Thompson, J., Applegate, J. M., & Wahab, R. A. (2023). Cultural Competence in the Care of LGBTQ+ Patients: A Primer for Breast/Chest Centers. Journal of Breast Imaging, 5(4), 473–479. https://doi.org/10.1093/jbi/wbad012

MINSALUD. (2013). Plan Decenal de Salud Pública 2012-2021: La salud en Colombia la construyes tú. Imprenta Nacional de Colombia. https://www.minvivienda.gov.co/sites/default/files/2020-08/plan-decenal-de-salud.pdf?utm_source=chatgpt.com

MINSALUD. (2015). Resumen ejecutivo Encuesta Nacional de Demografia y Salud. CTP All solutions S.A.S.

MINSALUD. (2023). Resolución No. 2367 de 2023 (p. 381). https://www.minsalud.gov.co/Normatividad_Nuevo/Resoluci%C3%B3n%20No%202367%20de%202023.pdf

Mohamed, S. E. I., Majashi, A. A., Ozran, S. A., & Jeli, S. M. (2023). Knowledge of high school female students about breast self-examination. Educational Research and Reviews, 18(2), 17–22. https://doi.org/10.5897/ERR2020.4306

Montenegro, F., & Bernal, O. (2013). Colombia Case Study: The Subsidized Regime of Colombia’s National Health Insurance System (15; UNICO Studies Series, p. 38). The World Bank. https://documents1.worldbank.org/curated/pt/727721468239997995/pdf/749610NWP0COLO00Box374316B00PUBLIC0.pdf

Novaes, C. de O., & Mattos, I. E. (2009). Prevalência e fatores associados a não utilização de mamografia em mulheres idosas. Cadernos de Saúde Pública, 25, s310–s320. https://doi.org/10.1590/S0102-311X2009001400013

Novaes, H. M. D., Braga, P. E., & Schout, D. (2006). Fatores associados à realização de exames preventivos para câncer nas mulheres brasileiras, PNAD 2003. Ciência & Saúde Coletiva, 11, 1023–1035. https://doi.org/10.1590/S1413-81232006000400023

Oliveira, E. X. G. de, Pinheiro, R. S., Melo, E. C. P., & Carvalho, M. S. (2011). Condicionantes socioeconômicos e geográficos do acesso à mamografia no Brasil, 2003-2008. Ciência & Saúde Coletiva, 16, 3649–3664. https://doi.org/10.1590/S1413-81232011001000002

Ospina Díaz, J. M., Manrique Abril, F. G., Veja, N. A., Morales Pacheco, A. L., & Ariza R., N. E. (2011). La no realización del autoexamen de mama en Tunja, Colombia. Enfermería Global, 10(23), 30–40. https://doi.org/10.4321/S1695-61412011000300003

Pardo, C., & Reyes, M. (2017). Boletín Epidemiológico INC. Instituto Nacional de Cancerología. https://www.cancer.gov.co/recursos_user/files/libros/archivos/B#:~:text=En%20Colombia%20la%20mortalidad%20por,este%20tipo%20de%20neoplasia%20maligna.

Politi, R. (2014). Desigualdade na utilização de serviços de saúde entre adultos: Uma análise dos fatores de concentração da demanda. Economia Aplicada, 18, 117–137. https://doi.org/10.1590/1413-8050/ea379

Ramirez, A. G., Talavera, G. A., Villarreal, R., Suarez, L., McAlister, A., Trapido, E., Pérez-Stable, E., & Marti, J. (2000). Breast cancer screening in regional Hispanic populations. Health Education Research, 15(5), 559–568. https://doi.org/10.1093/her/15.5.559

Rodrigues, J. D., Cruz, M. S., & Paixão, A. N. (2015). Uma análise da prevenção do câncer de mama no Brasil. Ciência & Saúde Coletiva, 20, 3163–3176. https://doi.org/10.1590/1413-812320152010.20822014

Saslow, D., Solomon, D., Lawson, H. W., Killackey, M., Kulasingam, S. L., Cain, J., Garcia, F. A. R., Moriarty, A. T., Waxman, A. G., Wilbur, D. C., Wentzensen, N., Downs, L. S., Spitzer, M., Moscicki, A.-B., Franco, E. L., Stoler, M. H., Schiffman, M., Castle, P. E., Myers, E. R., & ACS-ASCCP-ASCP Cervical Cancer Guideline Committee. (2012). American Cancer Society, American Society for Colposcopy and Cervical Pathology, and American Society for Clinical Pathology screening guidelines for the prevention and early detection of cervical cancer. CA: A Cancer Journal for Clinicians, 62(3), 147–172. https://doi.org/10.3322/caac.21139

Schootman, M., Jeffe, D. B., Baker, E. A., & Walker, M. S. (2006). Effect of area poverty rate on cancer screening across US communities. Journal of Epidemiology and Community Health, 60(3), 202–207. https://doi.org/10.1136/jech.2005.041020

Sclowitz, M. L., Menezes, A. M. B., Gigante, D. P., & Tessaro, S. (2005). Condutas na prevenção secundária do câncer de mama e fatores associados. Revista de Saúde Pública, 39, 340–349. https://doi.org/10.1590/S0034-89102005000300003

Tavakoli, B., Feizi, A., Zamani-Alavijeh, F., & Shahnazi, H. (2024). Factors influencing breast cancer screening practices among women worldwide: A systematic review of observational and qualitative studies. BMC Women’s Health, 24(1), 268. https://doi.org/10.1186/s12905-024-03096-x

Travassos, C., Oliveira, E. X. G. de, & Viacava, F. (2006). Desigualdades geográficas e sociais no acesso aos serviços de saúde no Brasil: 1998 e 2003. Ciência & Saúde Coletiva, 11, 975–986. https://doi.org/10.1590/S1413-81232006000400019

WHO. (2022). Global Cancer Observatory—Colombia. International Agency for Research on Cancer - World. https://gco.iarc.who.int/media/globocan/factsheets/populations/170-colombia-fact-sheet.pdf

Wojcik, B. E., Spinks, M. K., & Stein, C. R. (2003). Effects of screening mammography on the comparative survival rates of African American, white, and Hispanic beneficiaries of a comprehensive health care system. The Breast Journal, 9(3), 175–183. https://doi.org/10.1046/j.1524-4741.2003.09308.x

Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data. MIT Press.

Zeballos Torres, C., Ginzberg, S., Gasior, J. A., Nunes, L. W., Fayanju, O. M., Englander, B. S., Elmore, L. C., & Edmonds, C. E. (2023). Identifying and addressing barriers to screening mammography in a medically underserved community. Journal of Clinical Oncology, 41(16_suppl), e18685–e18685. https://doi.org/10.1200/JCO.2023.41.16_suppl.e18685

Downloads

Download data is not yet available.