Piloting Siyakhana: A community health worker training to reduce substance use and depression stigma in South African HIV and TB care
Open accessAbstract
South Africa has one of the highest rates of HIV/tuberculosis (TB) co-infection, and poor engagement in HIV/TB care contributes to morbidity and mortality. In South Africa, community health workers (CHWs) are tasked with re-engaging patients who have dropped out of HIV/TB care. CHWs have described substantial challenges with substance use (SU) and depression among their patients, while patients have described CHW stigma towards SU and depression as barriers to re-engagement in care. Yet, CHWs receive little-to-no training on SU or depression. Therefore, we piloted Siyakhana, a brief CHW training to reduce stigma related to SU and depression while improving skills for re-engaging these patients in HIV and/or TB care. This study evaluated the preliminary effectiveness (stigma towards SU and depression; clinical competence assessed via roleplay) and implementation (quantitative ratings of feasibility, acceptability, appropriateness, adoption; semi-structured written qualitative feedback) of Siyakhana among CHWs and supervisors (N = 17) at pre- and post-training assessments. SU stigma significantly decreased (F(1,16) = 18.94, p < 0.001, η p2 = 0.54). Depression stigma was lower than SU stigma at both timepoints and did not significantly decrease after training. CHW clinical competency towards patients with SU/depression significantly improved (t(11) = -3.35, p = 0.007, d = 1.00). The training was rated as feasible, acceptable, appropriate, and likely to be adopted by CHWs and their supervisors. Nonjudgmental communication was commonly described as the most useful training component. Based on this pilot, the training is being refined and evaluated in a larger randomized stepped-wedge clinical trial.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Siyakhana leads to immediate reductions in SU stigma that remain evident three- and six-months post-training.
“These results, together with those of our feasibility test (Regenauer et al., 2024) provide evidence that Siyakhana leads to immediate reductions in SU stigma that remain evident three- and six-months post-training.”
From Siyakhana: A Hybrid Type 2 Effectiveness-Implementation Stepped-Wedge Trial to Reduce Stigma Towards Substance Use and Depression Among Community Health Workers in HIV/TB Care in South Africa (2025) · cites this paper as Regenauer et al., 2024
The Results (Preliminary effectiveness) report a significant reduction in substance-use stigma immediately after training. The study assessed only pre- and post-training outcomes; the Discussion describes longer-term outcomes as part of a planned trial, so this source does not establish persistence at three or six months. (LLM, conf=0.88)
Experimental — accuracy not yet measuredCommunity health workers display stigma towards patients with substance use and depression.
“also display stigma towards patients with SU and depression”
From Siyakhana: A Hybrid Type 2 Effectiveness-Implementation Stepped-Wedge Trial to Reduce Stigma Towards Substance Use and Depression Among Community Health Workers in HIV/TB Care in South Africa (2025) · cites this paper as Regenauer et al., 2024
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 69 · Cited by 12
Research works printed but not linked: 51
- [4]Shield KD, Rylett M, Gmel G, Gmel G, Kehoe-Chan TA, Rehm J. Global alcohol exposure estimates by country, territory and region for 2005—a contribution to the Comparative Risk Assessment for the 2010 Global Burden of Disease Study. Addiction. 2013; 108(5): 912– 22. doi: 10.1111/add.12112 23347092 · DOI
- [5]Degenhardt L, Charlson F, Ferrari A, Santomauro D, Erskine H, Mantilla-Herrara A, et al. The global burden of disease attributable to alcohol and drug use in 195 countries and territories, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Psychiatry. 2018 Dec 1; 5(12): 987– 1012. doi: 10.1016/S2215-0366(18)30337-7 30392731 PMC6251968 · DOI · Paper page
- [8]Craig A, Rochat T, Naicker SN, Mapanga W, Mtintsilana A, Dlamini SN, et al. The prevalence of probable depression and probable anxiety, and associations with adverse childhood experiences and socio-demographics: A national survey in South Africa. Front Public Health. 2022 Oct 28; 10: 986531. doi: 10.3389/fpubh.2022.986531 36388391 PMC9650309 · DOI
- [9]Freeman M, Nkomo N, Kafaar Z, Kelly K. Mental Disorder in People Living with HIV/Aids in South Africa. South Afr J Psychol. 2008 Sep 1; 38(3): 489– 500. 18071963
- [10]Asare K, Tomita A, Garrett N, Slotow R, Burns JK, Tanser F, et al. Depression onset and its association with community HIV prevalence: A geospatial and panel analyses of nationally representative South African data, 2015–2017. J Affect Disord Rep. 2022 Dec 1; 10: 100433.
- [11]Magidson JF, Fatch R, Orrell C, Amanyire G, Haberer JE, Hahn JA, et al. Biomarker-Measured Unhealthy Alcohol Use in Relation to CD4 Count Among Individuals Starting ART in Sub-Saharan Africa. AIDS Behav. 2019 Jun 1; 23(6): 1656– 67. doi: 10.1007/s10461-018-2364-2 30560484 PMC6535416 · DOI
- [12]Myers B, Carney T, Rooney J, Malatesta S, Ragan EJ, White LF, et al. Smoked drug use in patients with TB is associated with higher bacterial burden. Int J Tuberc Lung Dis Off J Int Union Tuberc Lung Dis. 2023 Jun 1; 27(6): 444– 50. doi: 10.5588/ijtld.22.0650 37231597 PMC10407961 · DOI · Paper page
- [13]Thungana Y, Wilkinson R, Zingela Z. Comorbidity of mental ill-health in tuberculosis patients under treatment in a rural province of South Africa: a cross-sectional survey. BMJ Open. 2022 Nov 21; 12(11): e058013. doi: 10.1136/bmjopen-2021-058013 36410818 PMC9680183 · DOI
- [14]Naidoo P, Mwaba K. Helplessness, Depression, and Social Support Among People Being Treated for Tuberculosis in South Africa. Soc Behav Personal Int J. 2010 Nov 1; 38(10): 1323– 33.
- [15]Siddiqi K, Novotny TE. The syndemic challenge of tuberculosis and tobacco use. Tob Induc Dis. 2021 Mar 22; 19(March): 1– 2. doi: 10.18332/tid/133575 33767604 PMC7983221 · DOI
- [16]McMahon JM, Braksmajer A, Zhang C, Leblanc N, Chen M, Aidala A, et al. Syndemic factors associated with adherence to antiretroviral therapy among HIV-positive adult heterosexual men. AIDS Res Ther. 2019 Nov 9; 16(1): 32. doi: 10.1186/s12981-019-0248-9 31706357 PMC6842154 · DOI
- [17]Deribew A, Tesfaye M, Hailmichael Y, Apers L, Abebe G, Duchateau L, et al. Common mental disorders in TB/HIV co-infected patients in Ethiopia. BMC Infect Dis. 2010; 10(1): 201. doi: 10.1186/1471-2334-10-201 20618942 PMC2911449 · DOI
- [19]Bogart LM, Chetty S, Giddy J, Sypek A, Sticklor L, Walensky RP, et al. Barriers to Care among People Living with HIV in South Africa: Contrasts between Patient and Healthcare Provider Perspectives. AIDS Care. 2013 Jul; 25(7): 843– 53. doi: 10.1080/09540121.2012.729808 23061894 PMC3552028 · DOI
- [20]Magidson JF, Joska JA, Regenauer KS, Satinsky E, Andersen L, Seitz-Brown C, et al. “Someone who is in this thing that I am suffering from”: The role of peers and other facilitators for task sharing substance use treatment in South African HIV care. Int J Drug Policy. 2019 Aug; 70: 61– 9. doi: 10.1016/j.drugpo.2018.11.004 31082664 PMC6679990 · DOI · Paper page
- [23]Versfeld A, Scheibe A, Shelly S, Wildschut J. Empathic response and no need for perfection: reflections on harm reduction engagement in South Africa. Crit Public Health. 2018; 28(3): 329– 39.
- [24]Versfeld A. Re-imagining the problem: substance use in tuberculosis patients in Cape Town. In: Waetjen T, editor. Opioids in South Africa: Towards a Policy of Harm Reduction. HSRC Press; 2019.
- [25]Schneider M, Chersich M, Temmerman M, Parry CD. Addressing the intersection between alcohol consumption and antiretroviral treatment: needs assessment and design of interventions for primary healthcare workers, the Western Cape, South Africa. Glob Health. 2016 Oct 26; 12(1): 65. doi: 10.1186/s12992-016-0201-9 27784302 PMC5080779 · DOI
- [26]Sibeko G, Milligan PD, Roelofse M, Molefe L, Jonker D, Ipser J, et al. Piloting a mental health training programme for community health workers in South Africa: an exploration of changes in knowledge, confidence and attitudes. BMC Psychiatry. 2018; 18(1): 191. doi: 10.1186/s12888-018-1772-1 29898705 PMC6001068 · DOI · Paper page
- [28]Thornicroft G, Mehta N, Clement S, Evans-Lacko S, Doherty M, Rose D, et al. Evidence for effective interventions to reduce mental-health-related stigma and discrimination. The Lancet. 2016; 387(10023): 1123– 32. doi: 10.1016/S0140-6736(15)00298-6 26410341 · DOI · Paper page
- [29]Proctor E, Silmere H, Raghavan R, Hovmand P, Aarons G, Bunger A, et al. Outcomes for Implementation Research: Conceptual Distinctions, Measurement Challenges, and Research Agenda. Adm Policy Ment Health Ment Health Serv Res. 2011 Mar 1; 38(2): 65– 76. doi: 10.1007/s10488-010-0319-7 20957426 PMC3068522 · DOI · Paper page
- [32]Kohrt BA, Jordans MJD, Rai S, Shrestha P, Luitel NP, Ramaiya MK, et al. Therapist competence in global mental health: Development of the ENhancing Assessment of Common Therapeutic factors (ENACT) rating scale. Behav Res Ther. 2015 Jun 1;69:11–21. doi: 10.1016/j.brat.2015.03.009 25847276 PMC4686771 · DOI · Paper page
- [33]Spedding M, Kohrt B, yers B, Stein DJ, Petersen I, Lund C, et al. ENhancing Assessment of Common Therapeutic factors (ENACT) tool: adaptation and psychometric properties in South Africa. Camb Prisms Glob Ment Health. 2022 ed; 9: 375– 83. doi: 10.1017/gmh.2022.40 36618718 PMC9806986 · DOI
- [34]Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG. Research electronic data capture (REDCap)—a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009; 42(2): 377– 81. doi: 10.1016/j.jbi.2008.08.010 18929686 PMC2700030 · DOI · Paper page
- [36]Link BG, Phelan JC. Conceptualizing stigma. Annu Rev Sociol. 2001; 27(1): 363– 85.
- [40]Myers B, Petersen-Williams P, van der Westhuizen C, Lund C, Lombard C, Joska JA, et al. Community health worker-delivered counselling for common mental disorders among chronic disease patients in South Africa: a feasibility study. BMJ Open. 2019; 9(1): e024277. doi: 10.1136/bmjopen-2018-024277 30647043 PMC6340481 · DOI · Paper page
- [44]Bogardus ES. Measuring social distance. J Appl Sociol. 1925; 9: 299– 308.
- [46]Sorsdahl KR, Stein DJ. Knowledge of and Stigma Associated With Mental Disorders in a South African Community Sample. J Nerv Ment Dis. 2010 Oct; 198(10): 742– 7. doi: 10.1097/NMD.0b013e3181f4b2d7 20921865 · DOI
- [47]Sorsdahl K, Stein DJ, Myers B. Negative attributions towards people with substance use disorders in South Africa: Variation across substances and by gender. BMC Psychiatry [Internet]. 2012 Dec [cited 2018 May 30]; 12(1). Available from: http://bmcpsychiatry.biomedcentral.com/articles/10.1186/1471-244X-12-101 22871303 PMC3480848 · DOI
- [48]King DK, Glasgow RE, Leeman-Castillo B. Reaiming RE-AIM: Using the Model to Plan, Implement, and Evaluate the Effects of Environmental Change Approaches to Enhancing Population Health. Am J Public Health. 2010 Nov; 100(11): 2076– 84. doi: 10.2105/AJPH.2009.190959 20864705 PMC2951937 · DOI
- [54]Wickham H. ggplot2: Elegant graphics for data analysis [Internet]. New York: Springer-Verlag; 2016. Available from: https://ggplot2.tidyverse.org
- [55]Corrigan PW, Lurie BD, Goldman HH, Slopen N, Medasani K, Phelan S. How Adolescents Perceive the Stigma of Mental Illness and Alcohol Abuse. Psychiatr Serv. 2005 May; 56(5): 544– 50. doi: 10.1176/appi.ps.56.5.544 15872162 · DOI
- [56]Livingston JD, Milne T, Fang ML, Amari E. The effectiveness of interventions for reducing stigma related to substance use disorders: a systematic review. Addiction. 2012; 107(1): 39– 50. doi: 10.1111/j.1360-0443.2011.03601.x 21815959 PMC3272222 · DOI · Paper page
- [57]Rao H, Mahadevappa H, Pillay P, Sessay M, Abraham A, Luty J. A study of stigmatized attitudes towards people with mental health problems among health professionals. J Psychiatr Ment Health Nurs. 2009; 16(3): 279– 84. doi: 10.1111/j.1365-2850.2008.01369.x 19291157 · DOI · Paper page
- [58]Ronzani TM, Higgins-Biddle J, Furtado EF. Stigmatization of alcohol and other drug users by primary care providers in Southeast Brazil. Soc Sci Med. 2009 Oct 1; 69(7): 1080– 4. doi: 10.1016/j.socscimed.2009.07.026 19692163 · DOI
- [59]Stigma Room R., social inequality and alcohol and drug use. Drug Alcohol Rev. 2005; 24(2): 143– 55. 16076584
- [60]Schomerus G, Lucht M, Holzinger A, Matschinger H, Carta MG, Angermeyer MC. The Stigma of Alcohol Dependence Compared with Other Mental Disorders: A Review of Population Studies. Alcohol Alcohol. 2011 Mar 1; 46(2): 105– 12. doi: 10.1093/alcalc/agq089 21169612 · DOI · Paper page
- [61]Yang L, Wong LY, Grivel MM, Hasin DS. Stigma and substance use disorders: an international phenomenon. Curr Opin Psychiatry. 2017 Sep; 30(5): 378– 88. doi: 10.1097/YCO.0000000000000351 28700360 PMC5854406 · DOI · Paper page
- [62]Abayneh S, Lempp H, Rai S, Girma E, Getachew M, Alem A, et al. Empowerment training to support service user involvement in mental health system strengthening in rural Ethiopia: a mixed-methods pilot study. BMC Health Serv Res. 2022 Jul 8; 22(1): 880. doi: 10.1186/s12913-022-08290-x 35799252 PMC9264546 · DOI
- [63]Kohrt BA, Turner EL, Gurung D, Wang X, Neupane M, Luitel NP, et al. Implementation strategy in collaboration with people with lived experience of mental illness to reduce stigma among primary care providers in Nepal (RESHAPE): protocol for a type 3 hybrid implementation effectiveness cluster randomized controlled trial. Implement Sci IS. 2022 Jun 16; 17(1): 39. doi: 10.1186/s13012-022-01202-x 35710491 PMC9205129 · DOI
- [64]Kaiser BN, Gurung D, Rai S, Bhardwaj A, Dhakal M, Cafaro CL, et al. Mechanisms of action for stigma reduction among primary care providers following social contact with service users and aspirational figures in Nepal: an explanatory qualitative design. Int J Ment Health Syst. 2022 Aug 11; 16(1): 37. doi: 10.1186/s13033-022-00546-7 35953839 PMC9367153 · DOI
- [65]Lelutiu-Weinberger C, Clark KA, Pachankis JE. Mental health provider training to improve LGBTQ competence and reduce implicit and explicit bias: A randomized controlled trial of online and in-person delivery. Psychol Sex Orientat Gend Divers. 2022;No Pagination Specified-No Pagination Specified. PMC10794005 38239562
- [66]Salloum C, Feil C, Ramadan M, Uribe MV. Interventions to Improve Provider Competence in Low-and-Middle-Income Countries (LMICs): A Scoping Review. BMC Hum Resour Health. Preprint;
- [67]Jacobs N, Coetzee D. Mental illness in the Western Cape Province, South Africa: A review of the burden of disease and healthcare interventions. S Afr Med J. 2018; 108(3): 176– 80. doi: 10.7196/SAMJ.2018.v108i3.12904 30004359 · DOI
- [68]Seedat S, Stein DJ, Herman A, Kessler R, Sonnega J, Heeringa S, et al. Twelve-month treatment of psychiatric disorders in the South African Stress and Health Study (World Mental Health Survey Initiative). Soc Psychiatry Psychiatr Epidemiol. 2008 Nov; 43(11): 889– 97. doi: 10.1007/s00127-008-0399-9 18677573 PMC3222914 · DOI
- [69]Seedat S, Williams DR, Herman AA, Moomal H, Williams SL, Jackson PB, et al. Mental health service use among South Africans for mood, anxiety and substance use disorders. South Afr Med J Suid-Afr Tydskr Vir Geneeskd. 2009 May; 99(5 Pt 2): 346– 52. 19588797 PMC3192004
- [71]Geda YE, Krell-Roesch J, Fisseha Y, Tefera A, Beyero T, Rosenbaum D, et al. Acceptance and Commitment Therapy in a Low-Income Country in Sub-Saharan Africa: A Call for Further Research. Front Public Health. 2021 Sep 23; 9: 732800. doi: 10.3389/fpubh.2021.732800 34631649 PMC8494766 · DOI
- [72]Rose AL, Belus JM, Hines AC, Barrie I, Regenauer KS, Andersen LS, et al. Patient and provider perceptions of a peer-delivered intervention (‘Khanya’) to improve anti-retroviral adherence and substance use in South Africa: a mixed methods analysis. Glob Ment Health. 2022 ed; 9: 439– 47. doi: 10.1017/gmh.2022.47 36618732 PMC9807005 · DOI
- [73]Bowleg L. The problem with the phrase women and minorities: Intersectionality—an important theoretical framework for public health. Am J Public Health. 2012; 102(7): 1267– 73. doi: 10.2105/AJPH.2012.300750 22594719 PMC3477987 · DOI · Paper page
- [74]Regenauer KS, Kleinman MB, Belus JM, Myers B, Joska JA, Magidson JF. Effects of intersecting internalized stigmas and avoidance on HIV and alcohol-related outcomes among people living with HIV in South Africa. Drug Alcohol Depend. 2022 Apr 1; 233: 109364. doi: 10.1016/j.drugalcdep.2022.109364 35219998 PMC8978067 · DOI
- [75]Kalichman S, Banas E, Kalichman M, Mathews C. Stigmatisation of alcohol use among people receiving antiretroviral therapy for HIV infection, Cape Town, South Africa. Glob Public Health. 2020; 1– 10. doi: 10.1080/17441692.2020.1724314 32053472 · DOI
- [77]Maconick L, Jenkins LS, Fisher H, Petrie A, Boon L, Reuter H. Mental health in primary care: Integration through in-service training in a South African rural clinic. Afr J Prim Health Care Fam Med. 2018; 10(1): 1– 7. PMC6018523 29943593
- Authors
- Regenauer, K. S., Rose, A. L., Belus, J. M., Johnson, K., Ciya, N., Ndamase, S., Jacobs, Y., Staniland, L., Sibeko, G., Bassett, I. V., Joska, J., Myers, B., & Magidson, J. F.
- Affiliations
- University of Maryland, College Park (US)
- University of Basel (CH)
- South African Medical Research Council (ZA)
- Curtin University (AU)
- University of Cape Town (ZA)
- Harvard University (US)
- Corresponding author
- Regenauer, Kristen S.
- ORCID
- Venue
- PLOS Global Public Health
- Publisher
- Public Library of Science (PLoS)
- Published
- 2024-05-07
- Volume
- 4
- Issue
- 5
- Pages
- e0002657
- ISSN
- 2767-3375 (ISSN-L)
- PMC
- PMC11075908
- OpenAlex
- W4396708424
- Cited by
- 12
- References
- 69
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 5 · 2023: 1
- FWCI
- 3.80
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLOS Global Public Health (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institute of Mental Health (R34MH122268, F31MH123020)
- National Institute on Drug Abuse (R36DA057167)
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (PZ00P1_201690)
- Topics
- Health Sciences › Medicine › Infectious Diseases › HIV/AIDS Research and Interventions
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Keywords
- community health workers, substance use stigma, depression stigma, HIV/TB coinfection, re-engagement in care, CHW training, clinical competence, role play, implementation feasibility, South Africa
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review