Skip to main content

Advertisement

Log in

Linkage to Care Following an HIV Diagnosis in Three Public Sector Clinics in eThekwini (Durban), South Africa: Findings from a Prospective Cohort Study

  • Original Paper
  • Published:
AIDS and Behavior Aims and scope Submit manuscript

Abstract

Linkage to care following an HIV diagnosis remains an important HIV care continuum milestone, even in the era of universal ART eligibility. In an 8-month prospective cohort study among 459 (309 women, 150 men) newly-diagnosed HIV-positive individuals in three public-sector clinics in Durban metropolitan region, South Africa, from 2010 to 2013, median time to return to clinic for CD4+ results (linkage) was 10.71 weeks (95% CI 8.52–12.91), with 54.1% 3-month cumulative incidence of linkage. At study completion (9.23 months median follow-up), 26.2% had not linked. Holding more positive outcome-beliefs about enrolling in care was associated with more rapid linkage [adjusted hazard ratio (AHR)each additional belief 1.31; 95% CI 1.05–1.64] and lower odds of never linking [adjusted odds ratio (AOR) 0.50; 95% CI 0.33–0.75]. Holding positive ARV beliefs was strongly protective against never linking to care. Age over 30 years (AHR 1.59; 95% CI 1.29–1.97) and disclosing one’s HIV-positive status within 30 days of diagnosis (AHR 1.52; 95% CI 1.10–2.10) were associated with higher linkage rates and lower odds of never linking. Gender was not associated with linkage and did not alter the effect of other predictors. Although expanded access to ART has reduced some linkage barriers, these findings demonstrate that people’s beliefs and social relations also matter. In addition to structural interventions, consistent ART education and disclosure support, and targeting younger individuals for linkage are high priorities.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. Fox M, Rosen S. A new cascade of HIV care for the era of “treat all”. PLoS Med. 2017;14(4):e1002268. https://doi.org/10.1371/journal.pmed.1002268).

    Article  PubMed  PubMed Central  Google Scholar 

  2. Plazy M, Davis F, Naidu K, Orne-Gliemann J, Barnighausen T, Dray-Spiras R. Change of treatment guidelines and evolution of ART initiation in rural South Africa: data of a large HIV care and treatment programme. BMC Infect Dis. 2015;15:452. https://doi.org/10.1186/s12879-015-1207-2.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Kluberg SA, Fox MP, LaValley M, Pillay D, Barnighausen T, Bor J. Do HIV treatment eligibility expansions crowd out the sickest? Evidence from rural South Africa. Trop Med Int Health. 2018;23(9):968–79.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Tymejczyk O, Brazier E, Yiannoutsos C, Wools-Kaloustian K, Althoff K, Crabtree-Ramirez B, et al. HIV treatment eligibility expansion and timely antiretroviral treatment initiation following enrollment in HIV care: a metaregression analysis of programmatic data from 22 countries. PLoS Med. 2018;15(3):e1002534.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Plazy M, Farouki KE, Iwuji C, Okesola N, Orne-Gliemann J, Larmarange J, et al. Access to HIV care in the context of universal test and treat: challenges within the ANRS 12249 TasP cluster-randomized trial in rural South Africa. J Int AIDS Soc. 2016;19(1):20913.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Hayes RJ, Donnell D, Floyd S, Mandla N, Bwalya J, Sabapathy K, et al. Effect of universal testing and treatment on HIV incidence—HPTN 071 (PopART). N Engl J Med. 2019;381(3):207–18.

    Article  PubMed  PubMed Central  Google Scholar 

  7. McNairy ML, Lamb MR, Gachuhi AB, Nuwagaba-Biribonwoha H, Burke S, Mazibuko S, et al. Effectiveness of a combination strategy for linkage and retention in adult HIV care in Swaziland: the Link4Health cluster randomized trial. PLoS Med. 2017;14(11):e1002420.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Elul B, Lamb MR, Lahuerta M, Abacassamo F, Ahoua L, Kujawski SA, et al. A combination intervention strategy to improve linkage to and retention in HIV care following diagnosis in Mozambique: a cluster-randomized study. PLoS Med. 2017;14(11):e1002433.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Sharma M, Ying R, Tarr G, Barnabas R. A systematic review and meta-analysis of community and facility-based approaches to address gaps in HIV testing and linkage in sub-Saharan Africa. Nature. 2015;528(7580):77–S85.

    Article  Google Scholar 

  10. Jenness SM, Myers JE, Neaigus A, Lulek J, Navejas M, Raj-Singh S. Delayed entry into HIV medical care after HIV diagnosis: risk factors and research methods. AIDS Care. 2012;24(10):1240–8.

    Article  PubMed  Google Scholar 

  11. Haber N, Pillay D, Porter K, Barnighausen T. Constructing the cascade of HIV care: methods for measurement. Curr Opin HIV AIDS. 2016;11(1):102–8.

    Article  PubMed  Google Scholar 

  12. Losina E, Bassett IV, Giddy J, Chetty S, Regan S, Walensky RP, et al. The “ART” of linkage: pre-treatment loss to care after HIV diagnosis at two PEPFAR sites in Durban, South Africa. PLoS ONE. 2010;5(3):e9538.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. MacPherson P, Corbett EL, Makombe SD, van Oosterhout JJ, Manda E, Choko AT, et al. Determinants and consequences of failure of linkage to antiretroviral therapy at primary care level in Blantyre, Malawi: a prospective cohort study. PLoS ONE. 2012;7(9):e44794.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Bassett IV, Coleman SM, Giddy J, Bogart LM, Chaisson CE, Ross D, et al. Sizanani: a randomized trial of health system navigators to improve linkage to HIV and TB care in South Africa. J Acquir Immune Defic Syndr. 2016;73(2):154–60.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Ostermann J, Pence B, Whetten K, Yao J, Itemba D, Maro V, et al. HIV serostatus disclosure in the treatment cascade: evidence from Northern Tanzania. AIDS Care. 2015;27:59–64.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Nakigozi G, Makumbi F, Reynolds S, Galiwango R, Kagaayi J, Nalugoda F, et al. Non-enrollment for free community HIV care: findings from a population-based study in Rakai, Uganda. AIDS Care. 2011;23(6):764–70.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Medley A, Ackers M, Amolloh M, Owuor P, Muttai H, Audi B, et al. Early uptake of HIV clinical care after testing HIV-positive during home-based testing and counseling in western Kenya. AIDS Behav. 2013;17(1):224–34.

    Article  PubMed  Google Scholar 

  18. Naik R, Doherty T, Jackson D, Tabana H, Swanevelder S, Thea DM, et al. Linkage to care following a home-based HIV counseling and testing intervention in rural South Africa. J Int AIDS Soc. 2015;18:19843.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Hatcher AM, Turan JM, Leslie HH, Kanya LW, Kwena Z, Johnson MO, et al. Predictors of linkage to care following community-based HIV counseling and testing in rural Kenya. AIDS Behav. 2012;16(5):1295–307.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Van Rooyen H, Barnabas RV, Baeten JM, Phakathi Z, Joseph P, Krows M, et al. High HIV testing uptake and linkage to care in a novel program of home-based HIV counseling and testing with facilitated referral in KwaZulu-Natal, South Africa. J Acquir Immune Defic Syndr. 2013;64(1):e1. https://doi.org/10.1097/qai.0b013e31829b567d.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Alvarez-Uria G. Factors associated with delayed entry into HIV medical care after HIV diagnosis in a resource-limited setting: data from a cohort study in India. PeerJ. 2013. https://doi.org/10.7717/peerj.90.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Clouse K, Pettifor A, Maskew M, Bassett J, Van Rie A, Behets F, et al. Patient retention from HIV diagnosis though one year on antiretroviral therapy at primary health care clinic in Johannesburg, South Africa. J Acquir Immune Defic Syndr. 2013;62:e39–45.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Hoffman S, Exner TM, Lince-Deroche N, Leu C-S, Phillip JL, Kelvin EA, et al. Immediate blood draw for CD4 + cell count is associated with linkage to care in Durban, South Africa: findings from pathways to engagement in HIV care. PLoS ONE. 2016;11(10):0162085. https://doi.org/10.1371/journal.pone.0162085.

    Article  CAS  Google Scholar 

  24. Shisana O, Rehle T, Simbayi LC, Zuma K, Jooste S, Zungu N, et al. South African National HIV prevalence, incidence and behavioral survey 2012. Cape Town; 2014.

  25. Bekker L-G, Venter F, Cohen K, Goemare E, Van Cutsem G, Boulle A, et al. Provision of antiretroviral therapy in South Africa: the nuts and bolts. Antiviral Ther. 2014;19(Suppl 3):105–16.

    Article  Google Scholar 

  26. South African National AIDS Council (SANAC). The National HIV Counseling and Testing Campaign Strategy. 2010. http://www.westerncape.gov.za/other/2010/6/hct_campaign_strategy_2_3_10_final.pdf.

  27. Kessler RC, Andrews G, Colpe LJ, Hiripi E, Mroczek DK, Normand SL, et al. Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychol Med. 2002;32(6):959–76.

    Article  CAS  PubMed  Google Scholar 

  28. Anderson LS, Grimsrud A, Myer L, Williams DR, Stein DJ, Seedat S. The psychometric properties of the K10 and K6 scales in screening for mood and anxiety disorders in the South African Stress and Health Study. Int J Methods Psychiatr Res. 2011;20(4):215–23.

    Article  Google Scholar 

  29. Rosen S, Fox MP. Retention in HIV care between testing and treatment in sub-Saharan Africa: a systematic review. PLoS Med. 2011;8(7):e1001056.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Govindasamy D, Ford N, Kranzer K. Risk factors, barriers and facilitators for linkage to antiretroviral therapy care: a systematic review. AIDS. 2012;26:2059–67.

    Article  CAS  PubMed  Google Scholar 

  31. Fox M, Larson B, Rosen S. Defining retention and attrition in pre-antiretroviral HIV care: proposal based on experience in Africa. Trop Med Int Health. 2012;17:1234–44.

    Article  Google Scholar 

  32. Dawad S, Hoffman S, de Menezes ID, Mngomezulu N, Blanchard K, Stiefvater E, et al. Linkage to care: Barriers and facilitators from the perspective of counselors and clients. XIX International AIDS Conference Washington, D.C., July 22–27, 2012.

  33. Phillip J, Stiefvater E, Holt K, Sithole N, Mngomezulu N, Mantell J, et al. HIV care-seeking among men and women in Durban, South Africa: A qualitative analysis. South African AIDS Conference; Durban, South Africa, June 7–11, 2011.

  34. Braitstein PBA, Nash D, Brinkhof MWG, Dabis F, Laurent C, Schechter M, Tuboi SH, Sprinz E, Miotti P, Hosseinipour M, May M, Egger M, Bangsberg DR, Low N. Gender and the use of antiretroviral treatment in resource-constrained settings: findings from a multicenter collaboration. J Women’s Health. 2008;17(1):47–55.

    Article  Google Scholar 

  35. Nattrass N. AIDS, gender and access to antiretroviral treatment in South Africa. Cape Town: Center for Social Science Research, University of Cape Town; 2006.

    Google Scholar 

  36. Whiteside A. Poverty and HIV/AIDS in Africa. Third World Q. 2002;23(2):313–32.

    Article  Google Scholar 

  37. Cameron E. Witness to AIDS. Cape Town: Tafelberg; 2005.

    Google Scholar 

  38. Ogden J, Nyblade L. Common at its core: HIV-related stigma across contexts. International Center for Research on Women, 2005.

  39. Kalichman SC, Simbayi LC, Jooste S, Toefy Y, Cain D, Cherry C, et al. Development of a brief scale to measure AIDS-related stigma in South Africa. AIDS Behav. 2005;9(2):135–43.

    Article  PubMed  Google Scholar 

  40. Genberg BL, Kawichai S, Chingono A, Sendah M, Chariyalertsak S, Konda KA, Celentano DD. Assessing HIV/AIDS stigma and discrimination in developing countries. AIDS Behav. 2008;12(5):772–80.

    Article  PubMed  Google Scholar 

  41. Holzemer WL, Uys LR, Chirwa ML, Greeff M, Makoae LN, Kohi TW, et al. Validation of the HIV/AIDS stigma instrument—PLWA (HASI-P). AIDS Care. 2007;19(8):1002–12.

    Article  PubMed  Google Scholar 

  42. World Health Organization. Antiretroviral therapy for HIV infection in adults and adolescents. Recommendations for a public health approach. Geneva: World Health Organization; 2006.

    Google Scholar 

  43. Nattrass N. Mortal combat: AIDS denialism and the struggle for antiretrovirals in South Africa. Durban: University of Natal Press; 2007.

    Google Scholar 

  44. Fisher JD, Fisher WA. Theoretical approaches to individual level change in HIV risk behavior. In: Peterson J, DiClemente R, editors. HIV prevention handbook. Boston: Springer; 2000. p. 3–55.

    Chapter  Google Scholar 

  45. Carver CS. You want to measure coping but your protocol’s too long: consider the brief COPE. Int J Behav Med. 1997;24:92–100.

    Article  Google Scholar 

  46. Glymour MM. Using causal diagrams to understand common problems in social epidemiology. In: Oakes JM, Kaufman JS, editors. Methods in social epidemiology. 2nd ed. Hoboken: Wiley; 2017. p. 458–92.

    Google Scholar 

  47. Motsoaledi A. Health Dept Budget Vote Speech 2016/17 [Internet]. Department of Health, South Africa; 2016. 2016/17 p. http://www.gov.za/speeches/debate-health-budget-vote-national-assembly-10-may-2016-dr-aaron-motsoaledi-minister-health.

  48. Pillay D, Pillay A. Memo on implementation of the universal test and treat strategy for HIV-positive patient and differentiated care for stable patients. Pretoria: Department of Health Republic of South Africa; 2016.

    Google Scholar 

  49. Drain PK, Losina E, Parker G, Giddy J, Ross D, Katz JN, et al. Risk factors for late-stage HIV disease presentation at initial HIV diagnosis in Durban, South Africa. PLoS ONE. 2013;8(1):e55305.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Mall S, Middlekoop K, Mark D, Wood R, Bekker LG. Changing patterns in HIV/AIDS stigma and uptake of voluntary counselling and testing services: the results of two consecutive community serveys conducted in the Western Cape, South Africa. AIDS Care. 2013;2(25):194–201.

    Article  Google Scholar 

  51. Treves-Kagan S, El Ayadi A, Pettifor A, MacPhail C, Twine R, Maman S, et al. Gender, HIV testing and stigma: the association of HIV testing behaviors and community-level and individual-level stigma in rural South Africa differ for men and women. AIDS Behav. 2017;21(9):2579–88.

    Article  PubMed  PubMed Central  Google Scholar 

  52. Katz IT, Ryu AE, Onuegbu AG, Psaros C, Weiser SD, Bangsberg DR, et al. Impact of HIV-related stigma on treatment adherence: systematic review and meta-synthesis. J Int AIDS Soc. 2013;16(3 Suppl 2):18640.

    Article  PubMed  PubMed Central  Google Scholar 

  53. Horter S, Thabede Z, Dlamini V, Bernays S, Stringer B, Mazibuko S, et al. “Life is so easy on ART, once you accept it”: acceptance, denial and linkage to HIV care in Shiselweni, Swaziland. Soc Sci Med. 2017;176:52–9.

    Article  PubMed  Google Scholar 

  54. Rane MS, Hong T, Govere S, Thulare H, Moosa MY, Celum C, Drain PK. Depression and anxiety as risk factors for delayed care-seeking behavior in Human Immunodeficiency Virus-infected individuals in South Africa. Clin Infect Dis. 2018;67(9):1411–8.

    Article  PubMed  PubMed Central  Google Scholar 

  55. Lankowski AJ, Siedner MJ, Bangsberg DR, Tsai AC. Impact of geographic and transportation-related barriers on hiv outcomes in Sub-Saharan Africa: a systematic review. AIDS Behav. 2014;18(7):1199–223.

    Article  PubMed  PubMed Central  Google Scholar 

  56. Seeley J, Bond V, Yang B, Floyd S, MacLeod D, Viljoen L, et al. Understanding the time needed to link to care and start ART in seven HPTN 071 (PopART) study communities in Zambia and South Africa. AIDS Behav. 2019;23:929–46. https://doi.org/10.1007/s10461-018-2335-7.

    Article  PubMed  Google Scholar 

  57. Jewkes R. The Stepping Stones study, Baseline women’s questionnaire.

  58. Liddel C, Giles M, Rae G. The culture of condoms: culturally grounded variables and their association with attitudes to condoms. Psychosomatic Med. 2008;70(496):496–504.

    Article  Google Scholar 

Download references

Acknowledgements

We gratefully acknowledge the study participants who shared their experiences with study team members, the Medical Research Council HIV Prevention Research Unit (HPRU), interviewers, data managers, and transcribers who worked on the Pathways Study, the volunteers and staff at Ibis Reproductive Health and the students at Columbia University Mailman School of Public Health who assisted with data management and coding. Special thanks to Suraya Dawad for directing data collection activities, to Neetha Morar for overall study support, and to Bridgit Burns for data management supervision. This manuscript is dedicated to the memory of Drs. Alan Berkman and Urvashi Vasant, both of whom contributed to the conception of this study but tragically died before it was completed.

Funding

This research was supported by the National Institute of Mental Health, (R01 MH83561 and R01 MH083561-03S1; Principal Investigator: Susie Hoffman, DrPH; by a center grant from the National Institute of Mental Health to the HIV Center for Clinical and Behavioral Studies at NY State Psychiatric Institute and Columbia University [P30-MH43520; Principal Investigators: Anke A. Ehrhardt (1987-2013)/Robert H. Remien, Ph.D. (2013-2018)]. Dr. Gandhi was supported by a training grant from the National Institute of Mental Health (T32 MH19139, Behavioral Sciences Research in HIV Infection; Principal Investigator: Theo Sandfort, Ph.D.). Additional support was provided by the South African Medical Research Council HIV Prevention Research Unit (MRC HPRU). The content is solely the responsibility of the authors and does not necessarily represent the official views of NIMH or the MRC HPRU.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Susie Hoffman.

Ethics declarations

Conflict of interest

The authors declare no conflicts of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Gita Ramjee, Anisha D. Gandhi and Naomi Lince-Deroche—affiliation at the time this work was conducted.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 68 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hoffman, S., Leu, CS., Ramjee, G. et al. Linkage to Care Following an HIV Diagnosis in Three Public Sector Clinics in eThekwini (Durban), South Africa: Findings from a Prospective Cohort Study. AIDS Behav 24, 1181–1196 (2020). https://doi.org/10.1007/s10461-019-02688-1

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10461-019-02688-1

Keywords

Navigation