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Examining the Intrapersonal, Interpersonal and Community Level Correlates of Access to Medical Care Among Women Employed by Sex Work in Southern Uganda: A cross-sectional Analysis of the Kyaterekera Study

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Abstract

Women employed by sex work (WESW) experience significant gaps in accessing necessary healthcare services, leading to unmet health needs. Yet, there is a dearth of literature on the barriers to medical care access among WESW in Uganda. We used data from the Kyaterekera baseline to examine the correlates of access to medical care among WESW, defined as the ability of individuals to obtain the necessary healthcare services they require in a timely, affordable, and equitable manner. The Kyaterekera study recruited 542 WESW aged 18–58 years from Southern Uganda. We conducted a multilevel linear regression model to determine the intrapersonal (age, education level, marital status, HIV knowledge, and asset ownership), interpersonal (family cohesion and domestic violence attitudes), and community (community satisfaction, sex work stigma and distance to health facility) level correlates of access to medical care among WESW. Intrapersonal and interpersonal factors were associated with access to medical care among WESW. There was no significant association between community level factors and access to medical care. WESW with secondary education (β = 0.928, 95% CI = 0.007, 1.849) were associated with increased access to medical care. WESW with high asset ownership (β = -1.154, 95% CI= -1.903, -0.405), high family cohesion (β = -0.069, 95% CI= -0.106, -0.031), and high domestic violence attitudes (β = -0.253, 95% CI= -0.438, -0.068) were associated with decreased access to medical care. The findings emphasize the critical need for targeted family strengthening interventions to enhance family support for WESW and address domestic violence.

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Data Availability

Due to the sensitivity around the data, the data will not be deposited in a data repository. However, data used in this analysis is available upon reasonable request. The team is open to data sharing provided the points outlined below, which were part of the study protocol, data sharing plan, and consenting process, are met; (1) A formal research question is specified a priori; (2) Names, affiliations, and roles of any other individuals who will access the shared data; (3) The deliverable(s)—e.g., manuscript, conference presentation—are specified a priori; 4)Proper credit and attribution—e.g., authorship, co-authorship, and order—for each deliverable are specified a priori; 5) A statement indicating an understanding that the data cannot be further shared with any additional individual(s) or parties without the PI’s permission; 6) IRB approval for the use of the data (or documentation that IRB has determined the research is exempt).

Code Availability

Statistical analysis code is available at the request of the first author.

References

  1. Sweeney LA, Taylor L, Molcho M. Sex workers access to health and social care services: a social justice response. Ir J Sociol. 2020;28(3):333–48.

    Article  Google Scholar 

  2. Taylor-Robinson SD, De Souza Lopes PA, Zdravkov J, Harrison R. Should commercial sex workers have unrestricted healthcare access across the world? International Journal for Equity in Health. Volume 20. BioMed Central Ltd; 2021.

  3. Tomko C, Doctoral C, Glick JL, Nestadt DF, White RH. Characterizing health care access among cisgender female sex workers with substance use histories in Baltimore, Maryland HHS Public Access. J Health Care Poor Underserved. 2021;32(3):1584–603.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Mgbako CA. Sex Work/Prostitution in Africa. Oxford Research Encyclopedia of African History. 2019 Aug 28 [cited 2022 Mar 21]; https://oxfordre.com/africanhistory/view/https://doi.org/10.1093/acrefore/9780190277734.001.0001/acrefore-9780190277734-e-562

  5. Potter LC, Horwood J, Feder G. Access to healthcare for street sex workers in the UK: perspectives and best practice guidance from a national cross-sectional survey of frontline workers. BMC Health Serv Res. 2022 Dec 1 [cited 2023 Jun 2];22(1):1–11. https://bmchealthservres.biomedcentral.com/articles/https://doi.org/10.1186/s12913-022-07581-7

  6. Nabunya P, Byansi W, Damulira C, Bahar OS, Jennings Mayo-Wilson L, Tozan Y et al. Predictors of Depressive Symptoms and Post Traumatic Stress Disorder Among Women Engaged in Commercial Sex Work in Southern Uganda. Psychiatry Res. 2021 Apr 1 [cited 2023 Jun 2];298:113817. /pmc/articles/PMC8005481/

  7. UNAIDS. UNAIDS data 2021. 2021.

  8. Kiyingi J, Nabunya P, Bahar OS, Mayo-Wilson LJ, Tozan Y, Nabayinda J et al. Prevalence and predictors of HIV and sexually transmitted infections among vulnerable women engaged in sex work: Findings from the Kyaterekera Project in Southern Uganda. Zhou J, editor. PLoS One. 2022;17(9):e0273238. https://doi.org/10.1371/journal.pone.0273238

  9. Nabayinda J, Namirembe R, Kizito S, Nsubuga E, Nabunya P, Sensoy Bahar O et al. Correlates of Intimate Partner Violence Among Young Women Engaged in Sex Work in Southern Uganda. J Interpers Violence. 2023;088626052311759. http://journals.sagepub.com/doi/https://doi.org/10.1177/08862605231175908

  10. Erickson M, Goldenberg SM, Master A, Muzaaya G, Akello M, Braschel M et al. Interpersonal and structural contexts of intimate partner violence among female sex workers in conflict-affected northern Uganda. https://doi.org/101080/0363024220171342742. 2017 Aug 9 [cited 2023 Jun 7];58(7):759–73. https://www.tandfonline.com/doi/abs/https://doi.org/10.1080/03630242.2017.1342742

  11. Ma P, Chan Z, Loke AY. The Socio-Ecological Model Approach to Understanding Barriers and Facilitators to the Accessing of Health Services by Sex Workers: A Systematic Review. AIDS Behav. 2017 Aug 1 [cited 2023 Mar 6];21(8):2412–38. https://pubmed.ncbi.nlm.nih.gov/28631228/

  12. Lee Y, Park S. Understanding of physical activity in Social Ecological Perspective: application of Multilevel Model. Front Psychol. 2021;12:622929.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Mehtälä MAK, Sääkslahti AK, Inkinen ME, Poskiparta MEH. A socio-ecological approach to physical activity interventions in childcare: A systematic review. International Journal of Behavioral Nutrition and Physical Activity. 2014 Feb 22 [cited 2023 Jul 27];11(1):1–12. https://ijbnpa.biomedcentral.com/articles/https://doi.org/10.1186/1479-5868-11-22

  14. Kennedy W, Fruin R, Lue A, Logan SW. Using ecological models of Health Behavior to Promote Health Care Access and Physical Activity Engagement for persons with disabilities. J Patient Exp. 2021 [cited 2023 Jul 27];8. Available from: /pmc/articles/PMC8295941/.

  15. Stokols D. Translating social ecological theory into guidelines for community health promotion. Am J Health Promot. 1996 Mar 1 [cited 2023 Aug 9];10(4):282–98. https://escholarship.org/uc/item/2bv79313

  16. Zajacova A, Lawrence EM. The relationship between education and health: reducing disparities through a contextual approach. Annu Rev Public Health. 2018 Apr 4 [cited 2023 Jun 19];39:273. /pmc/articles/PMC5880718/

  17. Dambach P, Mahenge B, Mashasi I, Muya A, Barnhart DA, Bärnighausen TW, et al. Socio-demographic characteristics and risk factors for HIV transmission in female bar workers in sub-saharan Africa: a systematic literature review. BMC Public Health. 2020;20(1):697.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Joung IMA, Van Der Meer JBW, Mackenbach JP. Marital status and health care utilization. Int J Epidemiol. 1995 Jun [cited 2023 Jun 19];24(3):569–75. https://pubmed.ncbi.nlm.nih.gov/7672898/

  19. Raj Pandey K, Yang F, Cagney KA, Smieliauskas F, Meltzer DO, Ruhnke GW. The impact of marital status on health care utilization among Medicare beneficiaries. 2019 [cited 2023 Jun 19]; https://doi.org/10.1097/MD.0000000000014871

  20. McMaughan DJ, Oloruntoba O, Smith ML. Socioeconomic Status and Access to Healthcare: interrelated drivers for healthy aging. Frontiers in Public Health. Volume 8. Frontiers Media S.A.; 2020.

  21. Fitzpatrick AL, Powe NR, Cooper LS, Ives DG, Robbins JA. Barriers to Health Care Access among the Elderly and who perceives them. 94, Am J Public Health. 2004.

  22. Zhang X, Dupre ME, Qiu L, Zhou W, Zhao Y, Gu D. Age and sex differences in the association between access to medical care and health outcomes among older Chinese. BMC Health Serv Res. 2018;18(1).

  23. Witte SS, Filippone P, Ssewamala FM, Nabunya P, Bahar OS, Mayo-Wilson LJ et al. PrEP acceptability and initiation among women engaged in sex work in Uganda: Implications for HIV prevention. EClinicalMedicine. 2022;44:101278. https://www.sciencedirect.com/science/article/pii/S2589537022000086

  24. Abdulrahman H, Aljomaie H, Hollingdrake O, Cruz AA, Currie J. A scoping review of the healthcare provided by nurses to people experiencing domestic violence in primary health care settings. Int J Nurs Stud Adv. 2022 [cited 2023 Jul 3];4:2666–142. https://doi.org/10.1016/j.ijnsa.2022.100068

  25. Papas L, Hollingdrake O, Currie J. Social determinant factors and access to health care for women experiencing domestic and family violence: qualitative synthesis. J Adv Nurs. 2023.

  26. Benoit C, Smith M, Jansson M, Magnus S, Flagg J, Maurice R. Sex work and three dimensions of self-esteem: Self-worth, authenticity and self-efficacy. Cult Health Sex. 2018;20(1):69–83.

    Article  PubMed  Google Scholar 

  27. Heron RL, Eisma MC. Barriers and facilitators of disclosing domestic violence to the healthcare service: A systematic review of qualitative research. Health Soc Care Community. 2021 May 1 [cited 2023 Jul 27];29(3):612. /pmc/articles/PMC8248429/

  28. Wanyenze RK, Musinguzi G, Kiguli J, Nuwaha F, Mujisha G, Musinguzi J et al. When they know that you are a sex worker, you will be the last person to be treated: Perceptions and experiences of female sex workers in accessing HIV services in Uganda. BMC Int Health Hum Rights. 2017 May 5 [cited 2023 Aug 9];17(1). Available from: /pmc/articles/PMC5420144/.

  29. Socías ME, Shoveller J, Bean C, Nguyen P, Montaner J, Shannon K. Universal Coverage without Universal Access: institutional barriers to Health Care. Canada: among Women Sex Workers in Vancouver; 2016.

    Google Scholar 

  30. Kim HY, Grosso Phd A, Ky-Zerbo O, Lougue M, Stahlman Phd S, Samadoulougou C et al. Stigma as a barrier to health care utilization among female sex workers and men who have sex with men in Burkina Faso. 2017 [cited 2023 Jun 7]; https://doi.org/10.1016/j.annepidem.2017.11.009

  31. Dowhaniuk N. Exploring country-wide equitable government health care facility access in Uganda. Int J Equity Health. 2021;20(1).

  32. Lugada E, Komakech H, Ochola I, Mwebaze S, Olowo Oteba M, Okidi Ladwar D. Health supply chain system in Uganda: current issues, structure, performance, and implications for systems strengthening. Volume 15. Journal of Pharmaceutical Policy and Practice. BioMed Central Ltd; 2022.

  33. Nabunya P, Kiyingi J, Witte SS, Sensoy Bahar O, Jennings Mayo-Wilson L, Tozan Y et al. Working with economically vulnerable women engaged in sex work: Collaborating with community stakeholders in Southern Uganda. Glob Public Health. 2021;0(0):1–17. https://doi.org/10.1080/17441692.2021.1916054

  34. Ssewamala FM, Sensoy Bahar O, Tozan Y, Nabunya P, Mayo-Wilson LJ, Kiyingi J et al. A combination intervention addressing sexual risk-taking behaviors among vulnerable women in Uganda: study protocol for a cluster randomized clinical trial. BMC Womens Health. 2019;19(1).

  35. Cunningham WE, Hays RD, Williams KW, Beck KC, Dixon WJ, Shapiro MF. Access to medical care and health-related quality of life for low-income persons with symptomatic human immunodeficiency virus. Med Care. 1995 [cited 2023 Dec 8];33(7):739–54. https://doi.org/10.1097/00005650-199507000-00009

  36. Cunningham WE, Andersen RM, Katz MH, Stein MD, Turner BJ, Crystal S, et al. The impact of competing subsistence needs and barriers on access to medical care for persons with human immunodeficiency virus receiving care in the United States. Med Care. 1999;37(12):1270–81.

    Article  CAS  PubMed  Google Scholar 

  37. Whang W. Medical Outcomes Study. In: Gellman Marc D. and Turner JR, editor. Encyclopedia of Behavioral Medicine. New York, NY: Springer New York; 2013. pp. 1210–1. https://doi.org/10.1007/978-1-4419-1005-9_1293

  38. Carey MP, Schroder KEE. Development and Psychometric Evaluation of the Brief HIV Knowledge Questionnaire. AIDS Educ Prev. 2002 [cited 2022 Jul 24];14(2):172. /pmc/articles/PMC2423729/

  39. Bermudez LG, Jennings L, Ssewamala FM, Nabunya P, Mellins C, McKay M. Equity in adherence to antiretroviral therapy among economically vulnerable adolescents living with HIV in Uganda. AIDS Care. 2016 May 5 [cited 2022 Jul 20];28(sup2):83. /pmc/articles/PMC4940111/

  40. Bredin C, Leatherdale ST. Development of the COMPASS Student Questionnaire COMPASS Technical Report Series, Volume 2, Issue 2. Waterloo, Ontario; 2014. Available from: www.compass.uwaterloo.ca.

  41. Michele Athay M, Kelley SD, Dew-Reeves SE. Brief Multidimensional Students’ Life Satisfaction Scale – PTPB Version (BMSLSS-PTPB): Psychometric Properties and Relationship with Mental Health Symptom Severity Over Time. Adm Policy Ment Health. 2012 [cited 2022 Jul 24];39(1–2):30. /pmc/articles/PMC3564491/

  42. Liu SH, Srikrishnan AK, Zelaya CE, Solomon S, Celentano DD, Sherman SG. Measuring perceived stigma in female sex workers in Chennai, India. Volume 23. AIDS Care - Psychological and Socio-Medical Aspects of AIDS/HIV; 2011. pp. 619–27. 5.

  43. Tessema ZT, Worku MG, Tesema GA, Alamneh TS, Teshale AB, Yeshaw Y et al. Determinants of accessing healthcare in Sub-saharan Africa: a mixed-effect analysis of recent demographic and health surveys from 36 countries. BMJ Open. 2022;12(1).

  44. Alamneh TS, Teshale AB, Yeshaw Y, Alem AZ, Ayalew HG, Liyew AM et al. Socioeconomic inequality in barriers for accessing health care among married reproductive aged women in sub-Saharan African countries: a decomposition analysis. BMC Womens Health. 2022 Dec 1 [cited 2022 Nov 9];22(1):1–10. https://bmcwomenshealth.biomedcentral.com/articles/https://doi.org/10.1186/s12905-022-01716-y

  45. Asghari S, Hurd J, Marshall Z, Maybank A, Hesselbarth L, Hurley O et al. Challenges with access to healthcare from the perspective of patients living with HIV: a scoping review & framework synthesis. AIDS Care - Psychological and Socio-Medical Aspects of AIDS/HIV. 2018 Aug 3 [cited 2022 Nov 9];30(8):963–72. https://www.tandfonline.com/doi/abs/https://doi.org/10.1080/09540121.2018.1435848

  46. Ankomah A, Omoregie G, Akinyemi Z, Anyanti J, Ladipo O, Adebayo S. HIV-related risk perception among female sex workers in Nigeria. HIV AIDS (Auckl). 2011 Jul 27 [cited 2023 Jul 27];3:93. /pmc/articles/PMC3218705/

  47. Sio TT, Chang K, Jayakrishnan R, Amitai A, Xu H, Zaller ND, et al. The impact of Healthcare Access on Knowledge and willingness for HIV Testing in Chinese Female Entertainment Workers. J Immigr Minor Health. 2015;17(5):1322–9.

    Article  PubMed  Google Scholar 

  48. Fobosi SC, Lalla-Edward ST, Ncube S, Buthelezi F, Matthew P, Kadyakapita A et al. Access to and utilisation of healthcare services by sex workers at truck-stop clinics in South Africa: A case study. S Afr Med J. 2017 Nov 1 [cited 2022 Nov 3];107(11):994–9. https://pubmed.ncbi.nlm.nih.gov/29262942/

  49. Berglund E, Lytsy P, Westerling R. Living environment, social support, and informal caregiving are associated with healthcare seeking behaviour and adherence to medication treatment: a cross-sectional population study. Health Soc Care Community. 2019;27(5):1260–70.

    Article  PubMed  PubMed Central  Google Scholar 

  50. Vlahov D, Freudenberg N, Proietti F, Ompad D, Quinn A, Nandi V et al. Urban as a Determinant of Health. Journal of Urban Health 2007 84:1. 2007 Mar 14 [cited 2022 Nov 13];84(1):16–26. https://link.springer.com/article/https://doi.org/10.1007/s11524-007-9169-3

  51. Filippone PL. A mixed methods Approach to evaluating the effects of Intersectional Stigma on the Health decisions of vulnerable women in Masaka Region, Uganda. [New York]: Columbia University; 2023.

    Google Scholar 

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Acknowledgements

We would like to express our sincere appreciation to the women employed by sex work (WESW) who participated in this research study. We would also like to acknowledge the dedicated research team at the International Centre for Child Health and Development (ICHAD), Masaka Field Office, Washington University in St. Louis, Columbia University in New York, New York University, and the University of North Carolina at Chapel Hill for their meticulous implementation of the study. Furthermore, we extend our gratitude to the study partners, including the Rakai Health Sciences Program, Reach the Youth Uganda, the Community Collaborative Board; and the Data and Safety Monitoring Board whose collaboration and support were instrumental in the implementation of the study.

Funding

Kyaterekera study is funded by the National Institute of Mental Health (NIMH) under award number R01MH116768 (MPIs: Fred Ssewamala, PhD & Susan Witte, PhD). The trial is registered at https://clinicaltrials.gov. NIMH was not involved in the study design, data collection, analysis, findings interpretation and manuscript preparation. The content in this article does not reflect the views of NIMH or the National Institutes of Health.

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Authors

Contributions

FMS and SSW conceptualized the study, secured funding, and oversaw all aspects of its implementation. JK, PN, LJMW and FMS contributed to the study’s conceptualization. JK drafted the initial manuscript and conducted data analysis. LJMW, PN, SK, JN, JN, OSB, FN, PLF, DM, SSW, and FMS provided critical feedback and contributed to manuscript revisions. EN, FN, and FN supervised field data collection. All authors reviewed and commented on earlier versions of the manuscript and approved the final version.

Corresponding author

Correspondence to Fred M. Ssewamala.

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Ethical Consideration

Institutional review boards in Uganda and the United States of America approved the study protocol, in Uganda it was approved by the Uganda Virus Research Institute (UVRI) (Ref: GC/127/18/10/690) and the Uganda National Council for Science and Technology (Ref: UNCST –SS4828) in Uganda. In the USA it was approved by Columbia University Institutional Review Board (Ref: AAAR9804) and Washington University in St. Louis Institutional Review Board (Ref: #201,811,106). All study participants provided voluntary written consent before study participation and were made aware of their rights to withdraw from the study anytime they want without the study team approval.

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Written informed consent was obtained from study participants before participating in the study.

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Written informed consent was obtained from study participants for their information to be used as an aggregate and de-identified for publishing or disseminating information on the results to describe the research study.

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Kiyingi, J., Mayo-Wilson, L.J., Nabunya, P. et al. Examining the Intrapersonal, Interpersonal and Community Level Correlates of Access to Medical Care Among Women Employed by Sex Work in Southern Uganda: A cross-sectional Analysis of the Kyaterekera Study. AIDS Behav (2024). https://doi.org/10.1007/s10461-024-04333-y

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