1
|
MacLeod WB, Bor J, Candy S, Maskew M, Fox MP, Bulekova K, Brennan AT, Potter J, Nattey C, Onoya D, Mlisana K, Stevens W, Carmona S. Cohort profile: the South African National Health Laboratory Service (NHLS) National HIV Cohort. BMJ Open 2022; 12:e066671. [PMID: 36261238 PMCID: PMC9582381 DOI: 10.1136/bmjopen-2022-066671] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
PURPOSE South Africa's National Health Laboratory Service (NHLS) National HIV Cohort was established in 2015 to facilitate monitoring, evaluation and research on South Africa's National HIV Treatment Programme. In South Africa, 84.8% of people living with HIV know their HIV status; 70.7% who know their status are on ART; and 87.4% on ART are virologically suppressed. PARTICIPANTS The NHLS National HIV Cohort includes the laboratory data of nearly all patients receiving HIV care in the public sector since April 2004. Patients are included in the cohort if they have received a CD4 count or HIV RNA viral load (VL) test. Using an anonymised unique patient identifier that we have developed and validated to linked test results, we observe patients prospectively through their laboratory results as they receive HIV care and treatment. Patients in HIV care are seen for laboratory monitoring every 6-12 months. Data collected include age, sex, facility location and test results for CD4 counts, VLs and laboratory tests used to screen for potential treatment complications. FINDINGS TO DATE From April 2004 to April 2018, 63 million CD4 count and VL tests were conducted at 5483 facilities. 12.6 million unique patients had at least one CD4 count or VL, indicating they had accessed HIV care, and 7.1 million patients had a VL test indicating they had started antiretroviral therapy. The creation of NHLS National HIV Cohort has enabled longitudinal research on all lab-monitored patients in South Africa's national HIV programme, including analyses of (1) patient health at presentation; (2) care outcomes such as 'CD4 recovery', 'retention in care' and 'viral resuppression'; (3) patterns of transfer and re-entry into care; (4) facility-level variation in care outcomes; and (5) impacts of policies and guideline changes. FUTURE PLANS Continuous updating of the cohort, integration with available clinical data, and expansion to include tuberculosis and other lab-monitored comorbidities.
Collapse
Affiliation(s)
- William B MacLeod
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Jacob Bor
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
- Departments of Global Health and Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Sue Candy
- Centre for HIV and STIs, National Institute for Communicable Diseases, Sandringham, South Africa
| | - Mhairi Maskew
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Matthew P Fox
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
- Departments of Global Health and Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Katia Bulekova
- Research Computing Services, IS&T, Boston University, Boston, Massachusetts, USA
| | - Alana T Brennan
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
- Departments of Global Health and Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - James Potter
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Cornelius Nattey
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Dorina Onoya
- Health Economics and Epidemiology Research Office, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Koleka Mlisana
- Academic Affairs, Research & Quality Assurance, National Health Laboratory Service, Johannesburg, South Africa
| | - Wendy Stevens
- Department of Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
- National Priority Programmes, National Health Laboratory Service, Sandringham, South Africa
| | - Sergio Carmona
- Department of Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| |
Collapse
|
2
|
Yapa HM, Kim HY, Petoumenos K, Post FA, Jiamsakul A, De Neve JW, Tanser F, Iwuji C, Baisley K, Shahmanesh M, Pillay D, Siedner MJ, Bärnighausen T, Bor J. CD4+ T-Cell Count at Antiretroviral Therapy Initiation in the "Treat-All" Era in Rural South Africa: An Interrupted Time Series Analysis. Clin Infect Dis 2021; 74:1350-1359. [PMID: 34309633 PMCID: PMC9049265 DOI: 10.1093/cid/ciab650] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND South Africa implemented universal test and treat (UTT) in September 2016 in an effort to encourage earlier initiation of antiretroviral therapy (ART). METHODS We therefore conducted an interrupted time series (ITS) analysis to assess the impact of UTT on mean CD4 count at ART initiation among adults aged ≥16 years attending 17 public sector primary care clinics in rural South Africa, between July 2014 and March 2019. RESULTS Among 20 599 individuals (69% women), CD4 counts were available for 74%. Mean CD4 at ART initiation increased from 317.1 cells/μL (95% confidence interval [CI], 308.6 to 325.6) 1 to 8 months prior to UTT to 421.0 cells/μL (95% CI, 413.0 to 429.0) 1 to 12 months after UTT, including an immediate increase of 124.2 cells/μL (95% CI, 102.2 to 146.1). However, mean CD4 count subsequently fell to 389.5 cells/μL (95% CI, 381.8 to 397.1) 13 to 30 months after UTT but remained above pre-UTT levels. Men initiated ART at lower CD4 counts than women (-118.2 cells/μL, 95% CI, -125.5 to -111.0) throughout the study. CONCLUSIONS Although UTT led to an immediate increase in CD4 count at ART initiation in this rural community, the long-term effects were modest. More efforts are needed to increase initiation of ART early in those living with human immunodeficiency virus, particularly men.
Collapse
Affiliation(s)
- H Manisha Yapa
- The Kirby Institute, University of New South WalesSydney, NSW, Australia,Africa Health Research Institute, KwaZulu-Natal, South Africa,Correspondence: H. Manisha Yapa, Level 6, Wallace Wurth Building, University of New South Wales, High Street, Kensington NSW 2052, Australia ()
| | - Hae-Young Kim
- Africa Health Research Institute, KwaZulu-Natal, South Africa,New York University Grossman School of Medicine, New York, New York, USA
| | - Kathy Petoumenos
- The Kirby Institute, University of New South WalesSydney, NSW, Australia
| | - Frank A Post
- King’s College Hospital National Health Service Foundation Trust, London, United Kingdom
| | - Awachana Jiamsakul
- The Kirby Institute, University of New South WalesSydney, NSW, Australia
| | - Jan-Walter De Neve
- Heidelberg Institute of Global Health, Faculty of Medicine and University Hospital, University of Heidelberg, Heidelberg, Germany
| | - Frank Tanser
- Africa Health Research Institute, KwaZulu-Natal, South Africa,College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa,Lincoln International Institute for Rural Health, University of Lincoln, Lincoln, United Kingdom,Centre for the AIDS Programme of Research in South Africa, University of KwaZulu-Natal, Durban, South Africa
| | - Collins Iwuji
- Africa Health Research Institute, KwaZulu-Natal, South Africa,Department of Global Health and Infection, Brighton and Sussex Medical School, Brighton, United Kingdom
| | - Kathy Baisley
- Africa Health Research Institute, KwaZulu-Natal, South Africa,Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Maryam Shahmanesh
- Africa Health Research Institute, KwaZulu-Natal, South Africa,Institute for Global Health, University College London, London, United Kingdom
| | - Deenan Pillay
- Africa Health Research Institute, KwaZulu-Natal, South Africa,Division of Infection & Immunity, University College London, London, United Kingdom
| | - Mark J Siedner
- Africa Health Research Institute, KwaZulu-Natal, South Africa,College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa,Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Till Bärnighausen
- Africa Health Research Institute, KwaZulu-Natal, South Africa,Heidelberg Institute of Global Health, Faculty of Medicine and University Hospital, University of Heidelberg, Heidelberg, Germany,Institute for Global Health, University College London, London, United Kingdom,Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Jacob Bor
- Africa Health Research Institute, KwaZulu-Natal, South Africa,Department of Global Health and Epidemiology, Boston University, Boston, Massachusetts, USA,Health Economics and Epidemiology Research Office, Wits Health Consortium, Faculty of Health Science, University of Witswatersrand, Johannesburg, Gauteng, South Africa
| |
Collapse
|
3
|
Sy KTL, Tariq S, Ramjee G, Blanchard K, Leu CS, Kelvin EA, Exner TM, Gandhi AD, Lince-Deroche N, Mantell JE, O’Sullivan LF, Hoffman S. Predictors of antiretroviral therapy initiation in eThekwini (Durban), South Africa: Findings from a prospective cohort study. PLoS One 2021; 16:e0246744. [PMID: 33606712 PMCID: PMC7895397 DOI: 10.1371/journal.pone.0246744] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 01/25/2021] [Indexed: 01/08/2023] Open
Abstract
Despite expanded antiretroviral therapy (ART) eligibility in South Africa, many people diagnosed with HIV do not initiate ART promptly, yet understanding of the reasons is limited. Using data from an 8-month prospective cohort interview study of women and men newly-diagnosed with HIV in three public-sector primary care clinics in the eThekwini (Durban) region, South Africa, 2010-2014, we examined if theoretically-relevant social-structural, social-cognitive, psychosocial, and health status indicators were associated with time to ART initiation. Of 459 diagnosed, 350 returned to the clinic for their CD4+ test results (linkage); 153 (33.3%) were ART-eligible according to treatment criteria at the time; 115 (75.2% of those eligible) initiated ART (median = 12.86 weeks [95% CI: 9.75, 15.97] after linkage). In adjusted Cox proportional hazard models, internalized stigma was associated with a 65% decrease in the rate of ART initiation (Adjusted hazard ratio [AHR] 0.35, 95% CI: 0.19-0.80) during the period less than four weeks after linkage to care, but not four or more weeks after linkage to care, suggesting that stigma-reduction interventions implemented shortly after diagnosis may accelerate ART uptake. As reported by others, older age was associated with more rapid ART initiation (AHR for 1-year age increase: 1.04, 95% CI: 1.01-1.07) and higher CD4+ cell count (≥300μL vs. <150μL) was associated with a lower rate of initiation (AHR 0.38, 95% CI: 0.19-0.80). Several other factors that were assessed prior to diagnosis, including stronger belief in traditional medicine, higher endorsement of stigma toward people living with HIV, food insecurity, and higher psychological distress, were found to be in the expected direction of association with ART initiation, but confidence intervals were wide and could not exclude a null finding.
Collapse
Affiliation(s)
- Karla Therese L. Sy
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, United States of America
| | - Shema Tariq
- Institute for Global Health, University College London, London, United Kingdom
| | - Gita Ramjee
- South African Medical Research Council, HIV Prevention Research Unit, Durban, South Africa
| | - Kelly Blanchard
- Ibis Reproductive Health, Cambridge, Massachusetts and Johannesburg, South Africa
| | - Cheng-Shiun Leu
- Division of Gender, Sexuality, and Health, HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, New York, United States of America
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York, United States of America
| | - Elizabeth A. Kelvin
- Department of Epidemiology & Biostatistics, CUNY Graduate School of Public Health and Health Policy, City University of New York, New York, New York, United States of America
- CUNY Institute for Implementation Science in Population Health, City University of New York, New York, New York, United States of America
| | - Theresa M. Exner
- Division of Gender, Sexuality, and Health, HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, New York, United States of America
| | - Anisha D. Gandhi
- Division of Gender, Sexuality, and Health, HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, New York, United States of America
| | - Naomi Lince-Deroche
- Ibis Reproductive Health, Cambridge, Massachusetts and Johannesburg, South Africa
| | - Joanne E. Mantell
- Division of Gender, Sexuality, and Health, HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, New York, United States of America
| | | | - Susie Hoffman
- Division of Gender, Sexuality, and Health, HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, New York, United States of America
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, United States of America
| |
Collapse
|
4
|
Hoffman S, Leu CS, Ramjee G, Blanchard K, Gandhi AD, O'Sullivan L, Kelvin EA, Exner TM, Mantell JE, Lince-Deroche N. 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 2020; 24:1181-1196. [PMID: 31677039 DOI: 10.1007/s10461-019-02688-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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.
Collapse
Affiliation(s)
- Susie Hoffman
- HIV Center for Clinical and Behavioral Studies, Division of Gender, Sexuality, and Health, New York State Psychiatric Institute and Columbia University, 1051 Riverside Dr., Unit 15, New York, NY, 10032, USA.
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA.
| | - Cheng-Shiun Leu
- HIV Center for Clinical and Behavioral Studies, Division of Gender, Sexuality, and Health, New York State Psychiatric Institute and Columbia University, 1051 Riverside Dr., Unit 15, New York, NY, 10032, USA
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Gita Ramjee
- HIV Prevention Research Unit, South African Medical Research Council, Durban, South Africa
| | - Kelly Blanchard
- Ibis Reproductive Health, Cambridge, MA, USA
- Ibis Reproductive Health, Johannesburg, South Africa
| | - Anisha D Gandhi
- HIV Center for Clinical and Behavioral Studies, Division of Gender, Sexuality, and Health, New York State Psychiatric Institute and Columbia University, 1051 Riverside Dr., Unit 15, New York, NY, 10032, USA
| | - Lucia O'Sullivan
- Department of Psychology, University of New Brunswick, Fredericton, Canada
| | - Elizabeth A Kelvin
- Epidemiology & Biostatistics Program, CUNY Graduate School of Public Health and Health Policy, City University of New York, New York, NY, USA
| | - Theresa M Exner
- HIV Center for Clinical and Behavioral Studies, Division of Gender, Sexuality, and Health, New York State Psychiatric Institute and Columbia University, 1051 Riverside Dr., Unit 15, New York, NY, 10032, USA
| | - Joanne E Mantell
- HIV Center for Clinical and Behavioral Studies, Division of Gender, Sexuality, and Health, New York State Psychiatric Institute and Columbia University, 1051 Riverside Dr., Unit 15, New York, NY, 10032, USA
| | - Naomi Lince-Deroche
- Ibis Reproductive Health, Cambridge, MA, USA
- Ibis Reproductive Health, Johannesburg, South Africa
| |
Collapse
|
5
|
Tymejczyk O, Brazier E, Yiannoutsos CT, Vinikoor M, van Lettow M, Nalugoda F, Urassa M, Sinayobye JD, Rebeiro PF, Wools-Kaloustian K, Davies MA, Zaniewski E, Anderegg N, Liu G, Ford N, Nash D. Changes in rapid HIV treatment initiation after national "treat all" policy adoption in 6 sub-Saharan African countries: Regression discontinuity analysis. PLoS Med 2019; 16:e1002822. [PMID: 31181056 PMCID: PMC6557472 DOI: 10.1371/journal.pmed.1002822] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Accepted: 05/10/2019] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Most countries have formally adopted the World Health Organization's 2015 recommendation of universal HIV treatment ("treat all"). However, there are few rigorous assessments of the real-world impact of treat all policies on antiretroviral treatment (ART) uptake across different contexts. METHODS AND FINDINGS We used longitudinal data for 814,603 patients enrolling in HIV care between 1 January 2004 and 10 July 2018 in 6 countries participating in the global International epidemiology Databases to Evaluate AIDS (IeDEA) consortium: Burundi (N = 11,176), Kenya (N = 179,941), Malawi (N = 84,558), Rwanda (N = 17,396), Uganda (N = 96,286), and Zambia (N = 425,246). Using a quasi-experimental regression discontinuity design, we assessed the change in the proportion initiating ART within 30 days of enrollment in HIV care (rapid ART initiation) after country-level adoption of the treat all policy. A modified Poisson model was used to identify factors associated with failure to initiate ART rapidly under treat all. In each of the 6 countries, over 60% of included patients were female, and median age at enrollment ranged from 32 to 36 years. In all countries studied, national adoption of treat all was associated with large increases in rapid ART initiation. Significant increases in rapid ART initiation immediately after treat all policy adoption were observed in Rwanda, from 44.4% to 78.9% of patients (34.5 percentage points [pp], 95% CI 27.2 to 41.7; p < 0.001), Kenya (25.7 pp, 95% CI 21.8 to 29.5; p < 0.001), Burundi (17.7 pp, 95% CI 6.5 to 28.9; p = 0.002), and Malawi (12.5 pp, 95% CI 7.5 to 17.5; p < 0.001), while no immediate increase was observed in Zambia (0.4 pp, 95% CI -2.9 to 3.8; p = 0.804) and Uganda (-4.2 pp, 95% CI -9.0 to 0.7; p = 0.090). The rate of rapid ART initiation accelerated sharply following treat all policy adoption in Malawi, Uganda, and Zambia; slowed in Kenya; and did not change in Rwanda and Burundi. In post hoc analyses restricted to patients enrolling under treat all, young adults (16-24 years) and men were at increased risk of not rapidly initiating ART (compared to older patients and women, respectively). However, rapid ART initiation following enrollment increased for all groups as more time elapsed since treat all policy adoption. Study limitations include incomplete data on potential ART eligibility criteria, such as clinical status, pregnancy, and enrollment CD4 count, which precluded the assessment of rapid ART initiation specifically among patients known to be eligible for ART before treat all. CONCLUSIONS Our analysis indicates that adoption of treat all policies had a strong effect on increasing rates of rapid ART initiation, and that these increases followed different trajectories across the 6 countries. Young adults and men still require additional attention to further improve rapid ART initiation.
Collapse
Affiliation(s)
- Olga Tymejczyk
- Institute for Implementation Science in Population Health, City University of New York, New York, New York, United States of America
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, United States of America
| | - Ellen Brazier
- Institute for Implementation Science in Population Health, City University of New York, New York, New York, United States of America
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, United States of America
| | - Constantin T. Yiannoutsos
- Richard M. Fairbanks School of Public Health, Indiana University, Indianapolis, Indiana, United States of America
| | - Michael Vinikoor
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Department of Medicine, University of Alabama, Birmingham, Alabama, United States of America
| | - Monique van Lettow
- Dignitas International, Zomba, Malawi
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Fred Nalugoda
- Rakai Health Sciences Program, Kalisizo and Entebbe, Uganda
| | - Mark Urassa
- Mwanza Intervention Trials Unit, National Institute for Medical Research, Mwanza, Tanzania
| | | | - Peter F. Rebeiro
- Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Kara Wools-Kaloustian
- Division of Infectious Diseases, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Mary-Ann Davies
- Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Elizabeth Zaniewski
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Nanina Anderegg
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Grace Liu
- Institute for Implementation Science in Population Health, City University of New York, New York, New York, United States of America
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, United States of America
| | - Nathan Ford
- Global Hepatitis Programme, HIV/AIDS Department, World Health Organization, Geneva, Switzerland
| | - Denis Nash
- Institute for Implementation Science in Population Health, City University of New York, New York, New York, United States of America
- Graduate School of Public Health and Health Policy, City University of New York, New York, New York, United States of America
| | | |
Collapse
|
6
|
Yang CJ, Tsai SH, Chien WC, Chung CH, Dai NT, Tzeng YS, Chen SJ, Wu DC, Chen CJ. The crowd-out effect of a mass casualty incident: Experience from a dust explosion with multiple burn injuries. Medicine (Baltimore) 2019; 98:e15457. [PMID: 31045819 PMCID: PMC6504323 DOI: 10.1097/md.0000000000015457] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
A mass casualty incident (MCI) can have an enormous impact on an already crowded emergency department (ED), affecting the quality of health care provided to non-MCI ED patients. On June 26, 2015, a burn MCI (BMCI) occurred due to a cornstarch explosion at a party at a water park. The competing needs of the BMCI patients might have crowded out the needs of the non-BMCI patients. Although crowd-out effects have been previously documented in a variety of health care situations, they have not been extensively evaluated during MCIs. We aimed to determine whether the outcomes of the non-MCI patients were compromised during this incident.We conducted a retrospective observational study comparing several health care parameters and outcomes between non-BMCI patients and historical controls during the designated period using institutional electronic records and the National Health Insurance Research Database.On the night of the incident, 53 patients were sent to our ED; most of them arrived within 3 hours after the BMCI. There was a significant increase in the wait time for ICU beds among non-BMCI patients compared to the wait times during the corresponding week of the previous year (8.09 ± 4.21 hours vs 3.77 ± 2.15 hours, P = .008). At the hospital level, there was a significantly increased length of hospital stay (LOS) in the ICU after the MCI compared with the LOS in the ICU in the same week of the preceding year (median days: 15 vs 8, P ≤ .001). At the regional level, there were no significant differences between the 2 periods in the LOS in acute care, LOS in the ICU or mortality rates at the involved medical centers.Crowd-out effects from the MCI occurred in the ED and at the institutional level. Although there was an increased wait time for admission to the ICU and a longer LOS in the ICU, the LOS in acute care beds, treatment of time-sensitive diseases, and mortality rates were not compromised by the current MCI protocol at either the institutional or regional levels.
Collapse
Affiliation(s)
- Chih-Jen Yang
- Department of Emergency Medicine, Tri-Service General Hospital, National Defense Medical Center
| | - Shih-Hung Tsai
- Department of Emergency Medicine, Tri-Service General Hospital, National Defense Medical Center
- Department of Physiology and Biophysics, Graduate Institute of Physiology, National Defense Medical Center
| | - Wu-Chien Chien
- Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center
- School of Public Health, National Defense Medical Center
- Taiwanese Injury Prevention and Safety Promotion Association
| | - Chi-Hsiang Chung
- Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center
- School of Public Health, National Defense Medical Center
- Taiwanese Injury Prevention and Safety Promotion Association
| | - Niann-Tzyy Dai
- Division of Plastic Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical Center
| | - Yuan-Sheng Tzeng
- Division of Plastic Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical Center
| | - Sy-Jou Chen
- Department of Emergency Medicine, Tri-Service General Hospital, National Defense Medical Center
| | - Ding-Chung Wu
- Medical Records Office, Tri-Service General Hospital, National Defense Medical Center
| | - Cheng-Jueng Chen
- Deputy Superintendent, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| |
Collapse
|
7
|
Ross J, Sinayobye JD, Yotebieng M, Hoover DR, Shi Q, Ribakare M, Remera E, Bachhuber MA, Murenzi G, Sugira V, Nash D, Anastos K. Early outcomes after implementation of treat all in Rwanda: an interrupted time series study. J Int AIDS Soc 2019; 22:e25279. [PMID: 30993854 PMCID: PMC6468264 DOI: 10.1002/jia2.25279] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 03/29/2019] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Nearly all countries in sub-Saharan Africa have adopted policies to provide antiretroviral therapy (ART) to all persons living with HIV (Treat All), though HIV care outcomes of these programmes are not well-described. We estimated changes in ART initiation and retention in care following Treat All implementation in Rwanda in July 2016. METHODS We conducted an interrupted time series analysis of adults enrolling in HIV care at ten Rwandan health centres from July 2014 to September 2017. Using segmented linear regression, we assessed changes in levels and trends of 30-day ART initiation and six-month retention in care before and after Treat All implementation. We compared modelled outcomes with counterfactual estimates calculated by extrapolating baseline trends. Modified Poisson regression models identified predictors of outcomes among patients enrolling after Treat All implementation. RESULTS Among 2885 patients, 1803 (62.5%) enrolled in care before and 1082 (37.5%) after Treat All implementation. Immediately after Treat All implementation, there was a 31.3 percentage point increase in the predicted probability of 30-day ART initiation (95% CI 15.5, 47.2), with a subsequent increase of 1.1 percentage points per month (95% CI 0.1, 2.1). At the end of the study period, 30-day ART initiation was 47.8 percentage points (95% CI 8.1, 87.8) above what would have been expected under the pre-Treat All trend. For six-month retention, neither the immediate change nor monthly trend after Treat All were statistically significant. While 30-day ART initiation and six-month retention were less likely among patients 15 to 24 versus >24 years, the predicted probability of both outcomes increased significantly for younger patients in each month after Treat All implementation. CONCLUSIONS Implementation of Treat All in Rwanda was associated with a substantial increase in timely ART initiation without negatively impacting care retention. These early findings support Treat All as a strategy to help achieve global HIV targets.
Collapse
Affiliation(s)
- Jonathan Ross
- Department of MedicineMontefiore Medical Center/Albert Einstein College of MedicineBronxNYUSA
| | | | - Marcel Yotebieng
- Division of EpidemiologyCollege of Public HealthOhio State UniversityColumbusOHUSA
| | - Donald R Hoover
- Department of Statistics and Biostatistics and Institute for HealthHealth Care Policy and Aging ResearchRutgers the State University of New JerseyPiscatawayNJUSA
| | - Qiuhu Shi
- Department of Epidemiology and Community HealthNew York Medical CollegeValhallaNYUSA
| | | | | | - Marcus A Bachhuber
- Department of MedicineMontefiore Medical Center/Albert Einstein College of MedicineBronxNYUSA
| | - Gad Murenzi
- Research DivisionRwanda Military HospitalKigaliRwanda
| | | | - Denis Nash
- Institute for Implementation Science in Population HealthCity University of New YorkNew YorkNYUSA
| | - Kathryn Anastos
- Department of MedicineMontefiore Medical Center/Albert Einstein College of MedicineBronxNYUSA
| | | |
Collapse
|
8
|
Kimmel AD, Bono RS, Keiser O, Sinayobye JD, Estill J, Mujwara D, Tymejczyk O, Nash D. Mathematical modelling to inform 'treat all' implementation in sub-Saharan Africa: a scoping review. J Virus Erad 2018; 4:47-54. [PMID: 30515314 PMCID: PMC6248854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Abstract
OBJECTIVE Despite widespread uptake, only half of sub-Saharan African countries have fully implemented the World Health Organization's 'treat all' policy, hindering achievement of global HIV targets. We examined literature on mathematical modelling studies that sought to inform scale-up and implementation of 'treat all' in sub-Saharan Africa. METHODS We conducted a scoping review, a research synthesis to assess emerging evidence and identify gaps, of peer-reviewed literature, extracting study characteristics on 'treat all' policies and assumptions, setting, key populations, outcomes and findings. Studies were narratively summarised and potential gaps characterised. RESULTS We identified 16 studies examining 'treat all' alone (n=12) or with expanded testing (n=7) and/or care continuum improvements (n=6). Twelve studies examined 'treat all' for Southern African countries, while none did so for Central Africa. Four included the role of resistance; one evaluated any key population. A range of health and economic outcomes were reported, although fewer studies formally assessed budget impact. Fourteen studies involved co-authors with any in-country affiliation; one study also had co-authors with local government affiliation. Overall, 'treat all' improves health outcomes and is cost-effective compared to deferred HIV treatment; 'treat all' with expanded testing or care continuum improvements may provide further health benefits. However, studies generally used optimistic assumptions about the implementation of expanded testing or care continuum improvements. CONCLUSIONS The modelling literature demonstrates improved health and economic benefits of 'treat all'. Using mathematical modelling to inform real-world implementation of 'treat all' requires realistic assumptions about expanded testing and care continuum interventions across a wide range of settings and populations.
Collapse
Affiliation(s)
- April D Kimmel
- Department of Health Behavior and Policy, Virginia Commonwealth University,
Richmond VA,
USA
| | - Rose S Bono
- Department of Health Behavior and Policy, Virginia Commonwealth University,
Richmond VA,
USA
| | - Olivia Keiser
- Institute of Global Health, University of Geneva,
Switzerland
| | - Jean D Sinayobye
- Research and Clinical Education Division, Rwanda Military Hospital,
Kigali,
Rwanda
| | | | - Deo Mujwara
- Department of Health Behavior and Policy, Virginia Commonwealth University,
Richmond VA,
USA
| | | | | |
Collapse
|
9
|
Fox MP, Maskew M, Brennan AT, Evans D, Onoya D, Malete G, MacPhail P, Bassett J, Ebrahim O, Mabotja D, Mashamaite S, Long L, Sanne I. Cohort profile: the Right to Care Clinical HIV Cohort, South Africa. BMJ Open 2017; 7:e015620. [PMID: 28601835 PMCID: PMC5724130 DOI: 10.1136/bmjopen-2016-015620] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Revised: 02/26/2017] [Accepted: 04/03/2017] [Indexed: 02/05/2023] Open
Abstract
PURPOSE The research objectives of the Right to Care Clinical HIV Cohort analyses are to: (1) monitor treatment outcomes (including death, loss to follow-up, viral suppression and CD4 count gain among others) for patients on antiretroviral therapy (ART); (2) evaluate the impact of changes in the national treatment guidelines around when to initiate ART on HIV treatment outcomes; (3) evaluate the impact of changes in the national treatment guidelines around what ART regimens to initiate on drug switches; (4) evaluate the cost and cost-effectiveness of HIV treatment delivery models; (5) evaluate the need for and outcomes on second-line and third-line ART; (6) evaluate the impact of comorbidity with non-communicable diseases on HIV treatment outcomes and (7) evaluate the impact of the switch to initiating all patients onto ART regardless of CD4 count. PARTICIPANTS The Right to Care Clinical HIV Cohort is an open cohort of data from 10 clinics in two provinces within South Africa. All clinics include data from 2004 onwards. The cohort currently has data on over 115 000 patients initiated on HIV treatment and patients are followed up every 3-6 months for clinical and laboratory monitoring. FINDINGS TO DATE Cohort data includes information on demographics, clinical visit, laboratory data, medication history and clinical diagnoses. The data have been used to identify rates and predictors of first-line failure, to identify predictors of mortality for patients on second-line (eg, low CD4 counts) and to show that adolescents and young adults are at increased risk of unsuppressed viral loads compared with adults. FUTURE PLANS Future analyses will inform national models of HIV care and treatment to improve HIV care policy in South Africa.
Collapse
Affiliation(s)
- Matthew P Fox
- Department of Global Health, Boston University School of Public Health, , Boston , , Massachusetts, , USA
- Department of Epidemiology, Boston University, , Boston , , Massachusetts, , USA
- Department of Medicine, Faculty of Health Sciences, Health Economics and Epidemiology Research Office, University of the Witwatersrand, , Johannesburg , , South Africa
| | - Mhairi Maskew
- Department of Medicine, Faculty of Health Sciences, Health Economics and Epidemiology Research Office, University of the Witwatersrand, , Johannesburg , , South Africa
| | - Alana T Brennan
- Department of Global Health, Boston University School of Public Health, , Boston , , Massachusetts, , USA
- Department of Medicine, Faculty of Health Sciences, Health Economics and Epidemiology Research Office, University of the Witwatersrand, , Johannesburg , , South Africa
- Department of Epidemiology, Boston University, , Boston , , Massachusetts, , USA
| | - Denise Evans
- Department of Medicine, Faculty of Health Sciences, Health Economics and Epidemiology Research Office, University of the Witwatersrand, , Johannesburg , , South Africa
| | - Dorina Onoya
- Department of Medicine, Faculty of Health Sciences, Health Economics and Epidemiology Research Office, University of the Witwatersrand, , Johannesburg , , South Africa
| | - Given Malete
- Department of Medicine, Faculty of Health Sciences, Health Economics and Epidemiology Research Office, University of the Witwatersrand, , Johannesburg , , South Africa
| | - Patrick MacPhail
- Right to Care, , Johannesburg , , South Africa
- Department of Medicine, Clinical HIV Research Unit, University of the Witwatersrand, , Johannesburg , , South Africa
| | - Jean Bassett
- Witkoppen Health and Welfare Centre, , Johannesburg , , South Africa
| | | | | | | | - Lawrence Long
- Department of Medicine, Faculty of Health Sciences, Health Economics and Epidemiology Research Office, University of the Witwatersrand, , Johannesburg , , South Africa
| | - Ian Sanne
- Department of Medicine, Clinical HIV Research Unit, University of the Witwatersrand, , Johannesburg , , South Africa
| |
Collapse
|