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Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Tuberculosis | Research

Travel distance to rifampicin-resistant tuberculosis treatment and its impact on loss to follow-up: the importance of continued RR-TB treatment decentralization in South Africa

Authors: Katherine C. McNabb, Alanna J. Bergman, Amita Patil, Kelly Lowensen, Nomusa Mthimkhulu, Chakra Budhathoki, Nancy Perrin, Jason E. Farley

Published in: BMC Public Health | Issue 1/2024

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Abstract

Background

Understanding why patients experience loss to follow-up (LTFU) is essential for TB control. This analysis examines the impact of travel distance to RR-TB treatment on LTFU, which has yet to be analyzed within South Africa.

Methods

We retrospectively analyzed 1436 patients treated for RR-TB at ten South African public hospitals. We linked patients to their residential ward using data reported to NHLS and maps available from the Municipal Demarcation Board. Travel distance was calculated from each patient’s ward centroid to their RR-TB treatment site using the georoute command in Stata. The relationship between LTFU and travel distance was modeled using multivariable logistic regression.

Results

Among 1436 participants, 75.6% successfully completed treatment and 24.4% were LTFU. The median travel distance was 40.96 km (IQR: 17.12, 63.49). A travel distance > 60 km increased odds of LTFU by 91% (p = 0.001) when adjusting for HIV status, age, sex, education level, employment status, residential locale, treatment regimen, and treatment site.

Conclusion

People living in KwaZulu-Natal and Eastern Cape travel long distances to receive RR-TB care, placing them at increased risk for LTFU. Policies that bring RR-TB treatment closer to patients, such as further decentralization to PHCs, are necessary to improve RR-TB outcomes.
Literature
3.
go back to reference Franke MF, Appleton SC, Bayona J, Arteaga F, Palacios E, Llaro K, et al. Risk Factors and Mortality Associated with Default from Multidrug-Resistant Tuberculosis Treatment. Clin Infect Dis. 2008;46(12):1844–51.CrossRefPubMed Franke MF, Appleton SC, Bayona J, Arteaga F, Palacios E, Llaro K, et al. Risk Factors and Mortality Associated with Default from Multidrug-Resistant Tuberculosis Treatment. Clin Infect Dis. 2008;46(12):1844–51.CrossRefPubMed
4.
go back to reference Memani B, Beko B, Dumile N, Mohr-Holland E, Daniels J, Sibanda B, et al. Causes of loss to follow-up from drug-resistant TB treatment in Khayelitsha. South Africa Public Health Action. 2022;12(2):55–7.CrossRefPubMed Memani B, Beko B, Dumile N, Mohr-Holland E, Daniels J, Sibanda B, et al. Causes of loss to follow-up from drug-resistant TB treatment in Khayelitsha. South Africa Public Health Action. 2022;12(2):55–7.CrossRefPubMed
5.
go back to reference Ndjeka N, Campbell JR, Meintjes G, Maartens G, Schaaf HS, Hughes J, et al. Treatment outcomes 24 months after initiating short, all-oral bedaquiline-containing or injectable-containing rifampicin-resistant tuberculosis treatment regimens in South Africa: a retrospective cohort study. Lancet Infect Dis. 2022;22(7):1042–51.CrossRefPubMedPubMedCentral Ndjeka N, Campbell JR, Meintjes G, Maartens G, Schaaf HS, Hughes J, et al. Treatment outcomes 24 months after initiating short, all-oral bedaquiline-containing or injectable-containing rifampicin-resistant tuberculosis treatment regimens in South Africa: a retrospective cohort study. Lancet Infect Dis. 2022;22(7):1042–51.CrossRefPubMedPubMedCentral
8.
go back to reference McNabb KC, Bergman A, Farley JE. Risk factors for poor engagement in drug-resistant TB care in South Africa: a systematic review. Public Health Action. 2021;11(3):139–45.CrossRefPubMedPubMedCentral McNabb KC, Bergman A, Farley JE. Risk factors for poor engagement in drug-resistant TB care in South Africa: a systematic review. Public Health Action. 2021;11(3):139–45.CrossRefPubMedPubMedCentral
10.
go back to reference Vanleeuw L, Atkins S, Zembe-Mkabile W, Loveday M. Provider perspectives of the introduction and implementation of care for drug-resistant tuberculosis patients in district-level facilities in South Africa: a qualitative study. BMJ Open. 2020;10(2): e032591.CrossRefPubMedPubMedCentral Vanleeuw L, Atkins S, Zembe-Mkabile W, Loveday M. Provider perspectives of the introduction and implementation of care for drug-resistant tuberculosis patients in district-level facilities in South Africa: a qualitative study. BMJ Open. 2020;10(2): e032591.CrossRefPubMedPubMedCentral
11.
go back to reference Mitrani L, Dickson-Hall L, Le Roux S, Hill J, Loveday M, Grant AD, et al. Diverse clinical and social circumstances: developing patient-centred care for DR-TB patients in South Africa. Public Health Action. 2021;11(3):120–5.CrossRefPubMedPubMedCentral Mitrani L, Dickson-Hall L, Le Roux S, Hill J, Loveday M, Grant AD, et al. Diverse clinical and social circumstances: developing patient-centred care for DR-TB patients in South Africa. Public Health Action. 2021;11(3):120–5.CrossRefPubMedPubMedCentral
12.
go back to reference Mohr E, Snyman L, Mbakaz Z, Caldwell J, DeAzevedo V, Kock Y, et al. “Life continues”: Patient, health care and community care workers perspectives on self-administered treatment for rifampicin-resistant tuberculosis in Khayelitsha, South Africa. Shewade HD, editor. PLOS ONE. 2018;13(9).CrossRefPubMedPubMedCentral Mohr E, Snyman L, Mbakaz Z, Caldwell J, DeAzevedo V, Kock Y, et al. “Life continues”: Patient, health care and community care workers perspectives on self-administered treatment for rifampicin-resistant tuberculosis in Khayelitsha, South Africa. Shewade HD, editor. PLOS ONE. 2018;13(9).CrossRefPubMedPubMedCentral
14.
go back to reference Farley JE, Kelly AM, Reiser K, Brown M, Kub J, Davis JG, et al. Development and Evaluation of a Pilot Nurse Case Management Model to Address Multidrug-Resistant Tuberculosis (MDR-TB) and HIV in South Africa. Almeida A, editor. PLoS ONE. 2014;9(11):e111702.ADSCrossRefPubMedPubMedCentral Farley JE, Kelly AM, Reiser K, Brown M, Kub J, Davis JG, et al. Development and Evaluation of a Pilot Nurse Case Management Model to Address Multidrug-Resistant Tuberculosis (MDR-TB) and HIV in South Africa. Almeida A, editor. PLoS ONE. 2014;9(11):e111702.ADSCrossRefPubMedPubMedCentral
19.
go back to reference Weber S, Péclat M, Warren A. Travel distance and travel time using Stata: New features and major improvements in georoute. Stata J Promot Commun Stat Stata. 2022;22(1):89–102.CrossRef Weber S, Péclat M, Warren A. Travel distance and travel time using Stata: New features and major improvements in georoute. Stata J Promot Commun Stat Stata. 2022;22(1):89–102.CrossRef
20.
go back to reference StataCorp. Stata Statistical Software: Release 16 [Internet]. College Station: Texas; 2019. Available from: StataCorp LLC. StataCorp. Stata Statistical Software: Release 16 [Internet]. College Station: Texas; 2019. Available from: StataCorp LLC.
21.
go back to reference Barker RD, Nthangeni ME, Millard FJ. Is the distance a patient lives from hospital a risk factor for death from tuberculosis in rural South Africa? Int J Tuberc Lung Dis. 2022;6(2):98–103. Barker RD, Nthangeni ME, Millard FJ. Is the distance a patient lives from hospital a risk factor for death from tuberculosis in rural South Africa? Int J Tuberc Lung Dis. 2022;6(2):98–103.
22.
go back to reference Bhering M, Duarte R, Kritski A. Predictive factors for unfavourable treatment in MDR-TB and XDR-TB patients in Rio de Janeiro State, Brazil, 2000–2016. Escobar-Gutiérrez A, editor. PLOS ONE. 2019;14(11).CrossRefPubMedPubMedCentral Bhering M, Duarte R, Kritski A. Predictive factors for unfavourable treatment in MDR-TB and XDR-TB patients in Rio de Janeiro State, Brazil, 2000–2016. Escobar-Gutiérrez A, editor. PLOS ONE. 2019;14(11).CrossRefPubMedPubMedCentral
23.
go back to reference Olupot B, Adrawa N, Bajunirwe F, Izudi J. HIV infection modifies the relationship between distance to a health facility and treatment success rate for tuberculosis in rural eastern Uganda. J Clin Tuberc Mycobact Dis. 2021;23: 100226. Olupot B, Adrawa N, Bajunirwe F, Izudi J. HIV infection modifies the relationship between distance to a health facility and treatment success rate for tuberculosis in rural eastern Uganda. J Clin Tuberc Mycobact Dis. 2021;23: 100226.
24.
go back to reference Schoenbaechler V, Guilavogui Y, Onivogui S, Hébélamou J, Mugglin C, Furrer H, et al. Rate of treatment success and associated factors in the program for drug-susceptible tuberculosis in the Forest Region, Republic of Guinea, 2010–2017: A real-world retrospective observational cohort study. Int J Infect Dis. 2021;110:6–14.CrossRefPubMed Schoenbaechler V, Guilavogui Y, Onivogui S, Hébélamou J, Mugglin C, Furrer H, et al. Rate of treatment success and associated factors in the program for drug-susceptible tuberculosis in the Forest Region, Republic of Guinea, 2010–2017: A real-world retrospective observational cohort study. Int J Infect Dis. 2021;110:6–14.CrossRefPubMed
25.
go back to reference Robsky KO, Hughes S, Kityamuwesi A, Kendall EA, Kitonsa PJ, Dowdy DW, et al. Is distance associated with tuberculosis treatment outcomes? A retrospective cohort study in Kampala, Uganda. BMC Infect Dis. 2020;20(1):406.CrossRefPubMedPubMedCentral Robsky KO, Hughes S, Kityamuwesi A, Kendall EA, Kitonsa PJ, Dowdy DW, et al. Is distance associated with tuberculosis treatment outcomes? A retrospective cohort study in Kampala, Uganda. BMC Infect Dis. 2020;20(1):406.CrossRefPubMedPubMedCentral
26.
go back to reference Obsa MS, Daga WB, Wosene NG, Gebremedhin TD, Edosa DC, Dedecho AT, et al. Treatment seeking delay and associated factors among tuberculosis patients attending health facility in Ethiopia from 2000 to 2020: A systematic review and meta analysis. Quinn F, editor. PLOS ONE. 2021;16(7):e0253746.CrossRefPubMedPubMedCentral Obsa MS, Daga WB, Wosene NG, Gebremedhin TD, Edosa DC, Dedecho AT, et al. Treatment seeking delay and associated factors among tuberculosis patients attending health facility in Ethiopia from 2000 to 2020: A systematic review and meta analysis. Quinn F, editor. PLOS ONE. 2021;16(7):e0253746.CrossRefPubMedPubMedCentral
27.
go back to reference Kim HW, Park S, Min J, Sun J, Shin AY, Ha JH, et al. Hidden loss to follow-up among tuberculosis patients managed by public–private mix institutions in South Korea. Sci Rep. 2022;12(1):12362.ADSCrossRefPubMedPubMedCentral Kim HW, Park S, Min J, Sun J, Shin AY, Ha JH, et al. Hidden loss to follow-up among tuberculosis patients managed by public–private mix institutions in South Korea. Sci Rep. 2022;12(1):12362.ADSCrossRefPubMedPubMedCentral
28.
go back to reference Sarangi SS, Dutt D. Risk factors associated with default among retreatment tuberculosis patients on DOTS in Paschim Medinipur district (West Bengal). Indian J Tuberc. 2014;61(3):213–23.PubMed Sarangi SS, Dutt D. Risk factors associated with default among retreatment tuberculosis patients on DOTS in Paschim Medinipur district (West Bengal). Indian J Tuberc. 2014;61(3):213–23.PubMed
29.
go back to reference Secretary Of Jan Swasthya Sahyog, Laux TS, Patil S. Predictors of tuberculosis treatment outcomes among a retrospective cohort in rural, Central India. J Clin Tuberc Mycobact Dis. 2018;12:41–7. Secretary Of Jan Swasthya Sahyog, Laux TS, Patil S. Predictors of tuberculosis treatment outcomes among a retrospective cohort in rural, Central India. J Clin Tuberc Mycobact Dis. 2018;12:41–7.
30.
go back to reference Ruru Y, Matasik M, Oktavian A, Senyorita R, Mirino Y, Tarigan LH, et al. Factors associated with non-adherence during tuberculosis treatment among patients treated with DOTS strategy in Jayapura, Papua Province, Indonesia. Glob Health Action. 2018;11(1):1510592.CrossRefPubMedPubMedCentral Ruru Y, Matasik M, Oktavian A, Senyorita R, Mirino Y, Tarigan LH, et al. Factors associated with non-adherence during tuberculosis treatment among patients treated with DOTS strategy in Jayapura, Papua Province, Indonesia. Glob Health Action. 2018;11(1):1510592.CrossRefPubMedPubMedCentral
31.
go back to reference Marahatta SB, Yadav RK, Giri D, Lama S, Rijal KR, Mishra SR, et al. Barriers in the access, diagnosis and treatment completion for tuberculosis patients in central and western Nepal: A qualitative study among patients, community members and health care workers. Kamolz LP, editor. PLOS ONE. 2020;15(1):e0227293.CrossRefPubMedPubMedCentral Marahatta SB, Yadav RK, Giri D, Lama S, Rijal KR, Mishra SR, et al. Barriers in the access, diagnosis and treatment completion for tuberculosis patients in central and western Nepal: A qualitative study among patients, community members and health care workers. Kamolz LP, editor. PLOS ONE. 2020;15(1):e0227293.CrossRefPubMedPubMedCentral
32.
go back to reference Appiah MA, Arthur JA, Gborgblorvor D, Asampong E, Kye-Duodu G, Kamau EM, et al. Barriers to tuberculosis treatment adherence in high-burden tuberculosis settings in Ashanti region, Ghana: a qualitative study from patient’s perspective. BMC Public Health. 2023;23(1):1317.CrossRefPubMedPubMedCentral Appiah MA, Arthur JA, Gborgblorvor D, Asampong E, Kye-Duodu G, Kamau EM, et al. Barriers to tuberculosis treatment adherence in high-burden tuberculosis settings in Ashanti region, Ghana: a qualitative study from patient’s perspective. BMC Public Health. 2023;23(1):1317.CrossRefPubMedPubMedCentral
33.
go back to reference Anderson De Cuevas RM, Al-Sonboli N, Al-Aghbari N, Yassin MA, Cuevas LE, Theobald SJ. Barriers to Completing TB Diagnosis in Yemen: Services Should Respond to Patients’ Needs. Dowdy DW, editor. PLoS ONE. 2014;9(9):105194. Anderson De Cuevas RM, Al-Sonboli N, Al-Aghbari N, Yassin MA, Cuevas LE, Theobald SJ. Barriers to Completing TB Diagnosis in Yemen: Services Should Respond to Patients’ Needs. Dowdy DW, editor. PLoS ONE. 2014;9(9):105194.
36.
go back to reference Farley JE, Ndjeka N, Kelly AM, Whitehouse E, Lachman S, Budhathoki C, et al. Evaluation of a nurse practitioner-physician task-sharing model for multidrug-resistant tuberculosis in South Africa. Ito E, editor. PLOS ONE. 2017;12(8):e0182780.CrossRefPubMedPubMedCentral Farley JE, Ndjeka N, Kelly AM, Whitehouse E, Lachman S, Budhathoki C, et al. Evaluation of a nurse practitioner-physician task-sharing model for multidrug-resistant tuberculosis in South Africa. Ito E, editor. PLOS ONE. 2017;12(8):e0182780.CrossRefPubMedPubMedCentral
37.
go back to reference Farley JE, Ndjeka N, Mlandu K, Lowensen K, Geiger K, Nguyen Y, et al. Preparing the healthcare workforce in South Africa for short-course rifampicin-resistant TB treatment: inter-professional training and task-sharing considerations. Hum Resour Health. 2021;19(1):6.CrossRefPubMedPubMedCentral Farley JE, Ndjeka N, Mlandu K, Lowensen K, Geiger K, Nguyen Y, et al. Preparing the healthcare workforce in South Africa for short-course rifampicin-resistant TB treatment: inter-professional training and task-sharing considerations. Hum Resour Health. 2021;19(1):6.CrossRefPubMedPubMedCentral
38.
go back to reference Edessa D, Sisay M, Dessie Y. Unfavorable outcomes to second-line tuberculosis therapy among HIV-infected versus HIV-uninfected patients in sub-Saharan Africa: A systematic review and meta-analysis. Yu Q, editor. PLOS ONE. 2020;15(8):e0237534.CrossRefPubMedPubMedCentral Edessa D, Sisay M, Dessie Y. Unfavorable outcomes to second-line tuberculosis therapy among HIV-infected versus HIV-uninfected patients in sub-Saharan Africa: A systematic review and meta-analysis. Yu Q, editor. PLOS ONE. 2020;15(8):e0237534.CrossRefPubMedPubMedCentral
39.
go back to reference Schnippel K, Firnhaber C, Berhanu R, Page-Shipp L, Sinanovic E. Adverse drug reactions during drug-resistant TB treatment in high HIV prevalence settings: a systematic review and meta-analysis. J Antimicrob Chemother. 2017;72(7):1871–9.CrossRefPubMed Schnippel K, Firnhaber C, Berhanu R, Page-Shipp L, Sinanovic E. Adverse drug reactions during drug-resistant TB treatment in high HIV prevalence settings: a systematic review and meta-analysis. J Antimicrob Chemother. 2017;72(7):1871–9.CrossRefPubMed
40.
go back to reference Bergman A, McNabb KC, Akumbom A, Mlandu K, Flores DD. Identity management in the face of intersecting stigmas: A Metasynthesis of Qualitative Reports from Subsaharan Africa. 24th International AIDS Conference; 2022; Montreal, Canada. Bergman A, McNabb KC, Akumbom A, Mlandu K, Flores DD. Identity management in the face of intersecting stigmas: A Metasynthesis of Qualitative Reports from Subsaharan Africa. 24th International AIDS Conference; 2022; Montreal, Canada.
41.
go back to reference Bartholomay P, Pinheiro RS, Dockhorn F, Pelissari DM, De Araújo WN. Brazilian cohort study of risk factors associated with unsuccessful outcomes of drug resistant tuberculosis. BMC Infect Dis. 2021;21(1):1049.CrossRefPubMedPubMedCentral Bartholomay P, Pinheiro RS, Dockhorn F, Pelissari DM, De Araújo WN. Brazilian cohort study of risk factors associated with unsuccessful outcomes of drug resistant tuberculosis. BMC Infect Dis. 2021;21(1):1049.CrossRefPubMedPubMedCentral
42.
go back to reference Kendall EA, Theron D, Franke MF, Van Helden P, Victor TC, Murray MB, et al. Alcohol, Hospital Discharge, and Socioeconomic Risk Factors for Default from Multidrug Resistant Tuberculosis Treatment in Rural South Africa: A Retrospective Cohort Study. Pai M, editor. PLoS ONE. 2013;8(12):e83480.ADSCrossRefPubMedPubMedCentral Kendall EA, Theron D, Franke MF, Van Helden P, Victor TC, Murray MB, et al. Alcohol, Hospital Discharge, and Socioeconomic Risk Factors for Default from Multidrug Resistant Tuberculosis Treatment in Rural South Africa: A Retrospective Cohort Study. Pai M, editor. PLoS ONE. 2013;8(12):e83480.ADSCrossRefPubMedPubMedCentral
43.
go back to reference Gajee R, Schnippel K, Mthupha N, Muzah B, Berhanu R. Missed appointments among rifampicin-resistant tuberculosis (RR-TB) patients at a decentralised RR-TB outpatient clinic in Johannesburg, South Africa. S Afr Med J. 2016;106(9):912.CrossRefPubMed Gajee R, Schnippel K, Mthupha N, Muzah B, Berhanu R. Missed appointments among rifampicin-resistant tuberculosis (RR-TB) patients at a decentralised RR-TB outpatient clinic in Johannesburg, South Africa. S Afr Med J. 2016;106(9):912.CrossRefPubMed
44.
go back to reference Tupasi TE, Garfin AMCG, Kurbatova EV, Mangan JM, Orillaza-Chi R, Naval LC, et al. Factors Associated with Loss to Follow-up during Treatment for Multidrug-Resistant Tuberculosis, the Philippines, 2012–2014. Emerg Infect Dis. 2016;22(3):491–502.CrossRefPubMedPubMedCentral Tupasi TE, Garfin AMCG, Kurbatova EV, Mangan JM, Orillaza-Chi R, Naval LC, et al. Factors Associated with Loss to Follow-up during Treatment for Multidrug-Resistant Tuberculosis, the Philippines, 2012–2014. Emerg Infect Dis. 2016;22(3):491–502.CrossRefPubMedPubMedCentral
Metadata
Title
Travel distance to rifampicin-resistant tuberculosis treatment and its impact on loss to follow-up: the importance of continued RR-TB treatment decentralization in South Africa
Authors
Katherine C. McNabb
Alanna J. Bergman
Amita Patil
Kelly Lowensen
Nomusa Mthimkhulu
Chakra Budhathoki
Nancy Perrin
Jason E. Farley
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-17924-0

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