https://orcid.org/0000-0002-2995-1534
Figures
Abstract
Background
Key populations (KP) are disproportionately infected with HIV and experience barriers to HIV care. KP include men who have sex with men (MSM), female sex workers (FSW), persons who inject drugs (PWID) and transgender people (TG). We implemented three different approaches to the delivery of community-based antiretroviral therapy for KP (KP-CBART) in Benue State Nigeria, including One Stop Shop clinics (OSS), community drop-in-centres (DIC), and outreach venues. OSS are community-based health facilities serving KP only. DIC are small facilities led by lay healthcare providers and supported by an outreach team. Outreach venues are places in the community served by the outreach team. We studied long-term attrition of KP and virological non-suppression.
Method
This is a retrospective cohort study of KP living with HIV (KPLHIV) starting ART between 2016 and 2019 in 3 0SS, 2 DIC and 8 outreach venues. Attrition included lost to follow-up (LTFU) and death. A viral load >1000 copies/mL showed viral non-suppression. Survival analysis was used to assess retention on ART. Cox regression and Firth logistic regression were used to assess risk factors for attrition and virological non-suppression respectively.
Result
Of 3495 KPLHIV initiated on ART in KP-CBART, 51.8% (n = 1812) were enrolled in OSS, 28.1% (n = 982) in DIC, and 20.1% (n = 701) through outreach venues. The majority of participants were FSW—54.2% (n = 1896), while 29.8% (n = 1040), 15.8% (n = 551) and 0.2% (n = 8) were MSM, PWID, and TG respectively. The overall retention in the programme was 63.5%, 55.4%, 51.2%, and 46.7% at 1 year, 2 years, 3 years, and 4 years on ART. Of 1650 with attrition, 2.5% (n = 41) died and others were LTFU. Once adjusted for other factors (age, sex, place of residence, year of ART enrollment, WHO clinical stage, type of KP group, and KP-CBART approach), KP-CBART approach did not predict attrition. MSM were at a higher risk of attrition (vs FSW; adjusted hazard ratio (aHR) 1.27; 95%CI: 1.14–1.42). Of 3495 patients, 48.4% (n = 1691) had a viral load test. Of those, 97.8% (n = 1654) were virally suppressed.
Conclusion
Although long-term retention in care is low, the virological suppression was optimal for KP on ART and retained in community-based ART care. However, viral load testing coverage was sub-optimal. Future research should explore the perspectives of clients on reasons for LTFU and how to adapt approach to CBART to meet individual client needs.
Citation: Ibiloye O, Jwanle P, Masquillier C, Van Belle S, Jaachi E, Amoo O, et al. (2021) Long-term retention and predictors of attrition for key populations receiving antiretroviral treatment through community-based ART in Benue State Nigeria: A retrospective cohort study. PLoS ONE 16(11): e0260557. https://doi.org/10.1371/journal.pone.0260557
Editor: Andrew Scheibe, University of Pretoria, SOUTH AFRICA
Received: October 4, 2021; Accepted: November 11, 2021; Published: November 30, 2021
Copyright: © 2021 Ibiloye et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: Data for this study were extracted from the electronic medical record of an ongoing HIV programme for KP. The dataset includes patient level data and sexual orientation of a vulnerable group of participants and as such the Strategic Health Information Unit was averse to sharing sensitive program data in an unrestricted manner. Study participants did not consent to sharing of their patient-level data. Therefore, we would compromise participant privacy and breach patient confidentiality if we made this study dataset public without restriction. For investigators who are interested in evaluating data as secondary use, a research proposal will have to be submitted to the APIN Institutional Research Board of APIN Public Health Initiatives (IRB@apin.org.ng) or to the corresponding author for review, including specific information on data requested and evaluation plans. For approved applications, the organization will ensure all data are stripped of identifying information before transmittal and shared data files will be password-protected.
Funding: The first Author (OI) received a PhD scholarship grant from the Institute of Tropical Medicine, Antwerp supported by the Belgian Directorate General for Development (DGD). The funder had no role in the conceptualisation, study design, data collection, analysis, data interpretation, and in the writing of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
The World Health Organization (WHO) guidelines on HIV prevention, diagnosis, care, and treatment for key populations (KP) identified female sex workers (FSW), men who have sex with men (MSM), prisoners, persons who inject drugs (PWID), and transgender people (TG) as key populations, at substantial risk for becoming infected with HIV and also potentially driving HIV transmission [1]. The burden of HIV among KP is disproportionately high compared to that of the general population. In 2020, KP and their sex partners accounted for 65% of new HIV infections globally and 39% in sub-Saharan Africa [2]. Compared to the general population, The risk of HIV acquisition is 25, 35, 26 and 34 times times higher for MSM, PWID, FSW and TG respectively [2].
The HIV epidemic in Nigeria is mixed, meaning that HIV prevalence is high in both the KP and general population. Findings from the various surveys showed that KP have a greater HIV burden compared to the general population [3–6]. In 2009, PWID, MSM, and FSW constitute about 3.4% of the adult population and yet almost 23% of all new HIV infections in the country occur in this subgroup [3]. The 2020 HIV integrated biological and behavioural surveillance survey (IBBSS) estimated the HIV prevalence for FSW, MSM, PWID, and TG to 16.7%, 20.9%, 6.2%, and 9.5%, respectively [6], much higher than the 2018 national HIV prevalence of 1.4% among those between 15–49 years old [5]. Despite the high HIV burden among KP in Nigeria, antiretroviral treatment (ART) coverage as of 2020 is still low among FSW (23.7%), PWID (23%), TG (19.5%), and MSM (26.3%) [6].
One of the barriers to effective treatment for KP living with HIV (KPLHIV) is poor access to care. Moreover, retention on ART is a major challenge for many ART programmes, across different settings and populations [7]. Several studies have identified individual, social and environmental barriers to adherence and retention in ART programmes [8–11]. Predictors of disengagement from ART care include male sex, lower educational status, unemployment, advanced HIV disease, distance from a clinic, and non-disclosure of HIV status [7]. More than in the general population, stigma and discrimination, lack of community empowerment, gender inequality, violence, and criminalizing laws and policies hamper access to HIV care for KP [1]. A study conducted in Uganda among FSW identified the following barriers to HIV care: perceived stigma, fear to be seen at outreach HIV clinics, fear and myths about antiretroviral therapy, lack of time to attend clinic, and financial constraints [12].
To overcome barriers to access and engagement in care, the WHO recommended community-based approaches to ART care [1, 7]. Moreover, the WHO proposed National HIV programmes to engage KP to better adapt ART delivery to their needs and as such improve HIV treatment outcomes [1, 7]. These recommendations align well with the Nigerian Government’s National HIV and AIDS Strategic Framework 2017–2022 [3] that outlined community-based ART service delivery models, multi-month drug refill, and peer-led and health care worker (HCW)-led approaches for ART delivery to improve access to care and treatment outcomes among KPLHIV.
A trial and a prospective study in Tanzania showed high retention rates in ART care among FSW receiving ART through a community-based ART programme for Key populations (KP-CBART) [13, 14] However, there are only few studies on how this evidence is translated to less-resourced routine care [9, 15]. These studies reported retention rate in KP-CBART models between 6–12 months on ART. One study documented retention rate of about 73.0% for MSM, FSW, PWID, and TG in a CBART model [16] and another reported 72.2% retention rate at 6 months on ART for MSM receiving ART through a community-based health centre in Nigeria [17]. Furthermore, there is no evidence on long-term treatment outcomes among KP attending KP-CBART.
In Benue State, KP-CBART includes provision of ART through three different approaches. Hereafter referred to as KP-CBART approach. There are three community-based health centres, also known as “One Stop Shop clinic (OSS)”, two drop-in-centres (DIC), and eight community outreach venues. The OSS is a community-based health centre that provides comprehensive HIV care to KP. The Drop-in-Centre is a mini-OSS led by lay healthcare providers. As the term shows, outreach venues do not rely on a physical health infrastructure but deliver services in agreed locations within the community. In community venues medical health care workers (HCW) liaise with a network of KP-led and KP-competent civil society organizations. Both DIC and outreach venues are served by a mobile multidisciplinary health team that ensures medical care.
The aim of this study is to evaluate the performance of KP-CBART in Benue State, in Nigeria using routine programme data. We described the characteristics of KP stratified by KP-CBART approach, explored the HIV virological suppression and attrition rates and the predictors of these outcomes.
Methods
Study design
This is a retrospective cohort study of KP-CBART using routine programmatic data and the report is based on the reporting guidelines of studies conducted using observational routinely-collected health Data (RECORD) [18].
The Benue State community-based ART service delivery model for key populations
Benue State has a KP-CBART programme that is part of the national HIV programme since 2016. This model of care was designed for HIV-positive MSM, FSW, PWID, and TG to increase their access to HIV prevention, care, and treatment in the state and to improve their treatment outcomes. This programme is implemented by the Agency for the Control of AIDS, Ministry of Health, and implementing partners with support from PEPFAR through the Centre for Disease Control.
The three OSS are community-based health centres that provide comprehensive HIV services strictly to KP in an environment that aims at being free of stigma and discrimination. The OSS is located in the urban setting. relies on a team of HCW, including medical staff providing HIV testing and clinical care, and lay staff or peer educators for adherence counselling, client tracing, support group meetings, and escort services to the Tuberculosis (TB) treatment centres. HCW participated in a comprehensive ART training including adherence to build their capacity to provide HIV care and treatment services to patients. Besides clinical activities, the OSS serves as a meeting place for KP to engage in recreational activities. OSS also have outreach teams, which consists of an ART clinician, a peer educator, a triage nurse, and/or pharmacist. These outreach teams ensure a comprehensive package of outreach activities at DIC and community outreach venues.
The two DIC are mini-OSS and are safe places where KP can meet to socialize, make friends and also access clinical activities when the outreach team is around. To ensure easy access, DIC are located close to “hotspots” (hotels, brothels, club houses, among others) and are located in semi-urban areas. The main difference between OSS and DIC is that OSS are led by medical HCW while DIC are led by both a Nurse Case Manager and lay healthcare providers (community facilitators). Community facilitators are actively involved in the planning and conduct of outreach, support group meetings, and drug refill by proxy. The DIC do not have their own ART clinician but rely on the outreach team for clinical care. Similar to the OSS, DIC offer a comprehensive package of services, such as HIV-testing services, adherence counselling, condom distribution, ART initiation, ART refill and referral if needed.
Community outreach venues are locations within the community where the outreach teams and community facilitators from the OSS provide ART care to KPLHIV. These venues are located in communities without operational DIC or OSS. OSS and DIC are located in urban and semi-urban areas while outreach venues are mostly found in rural communities. The community facilitators mobilise their peers for HIV diagnosis, ART initiation, ART refill, and other services while treatment officers plan HIV outreach services. In addition, within communities outreach teams visit hotspots to sensitize and mobilise clients for HIV testing and ART initiation. Community facilitators provide voluntary HIV testing and counselling. Community facilitators are engaged by civil society organizations and they work within the community, pay home visits, and render services at outreach venues. Some community facilitators and treatment officers are KP (eg peer educators) and rely on their own experiences of living with HIV. Community facilitators were trained by KP-led and KP-friendly civil society organizations to provide HIV services. They receive HIV counselling and testing (HTC) training for a minimum of 10 days.
Stable patients on ART, adherent to medication/clinic appointments, can benefit from drug pick-up by proxy after 6–12 months of clinical stability. Drug pick-up by proxy is available in OSS, DIC and outreach venues. It involves ART drug dispensing through a diverse group of lay providers (community facilitators and treatment partners) to patients on ART who in turn provide ART to the client.
Patients that are lost to follow-up (LTFU) are tracked through phone calls and home visits. LTFU refers to no clinical contact or drug refill from any of the KP-CBART approaches for more than 28 days since the last expected contact. Lists of patients LTFU are generated using appointment registers at the end of each scheduled outreach/clinic for immediate tracking by the community facilitators.
Patients’ viral load status is assessed in line with the 2020 National Guidelines for HIV Prevention, Care, and Treatment in Nigeria. Viral load testing is conducted for HIV infected persons at 6 and 12 months on antiretroviral treatment, and thereafter annually. In the KP-CBART, clients’ clinic and ART refill appointment are structured to align with viral load testing schedule to ensure that clients do not miss their viral load test.
Study population
Adult (18 years or older) KPLHIV who initiated ART in the KP-CBART programme between January 1, 2016 and December 31, 2019 and who were followed up until January 31, 2021 in Benue State Nigeria. Clients were initiated on ART based on the Test and Treat criteria (ART initiation regardless of CD4 count or WHO clinical staging), coherent with the Nigeria Guidelines for HIV Prevention and Treatment.
Data collection and analysis
Individual-level data of patients enrolled into the KP-CBART programme between January 2016 and December 2019 were extracted from the electronic medical record (EMR) into a standardized excel-based data extraction template. EMR data were triangulated with patient record in the folders and registers for missing data. Variables that were extracted included demographic data (age, sex, education, occupation, residence), clinical variables (HIV status, date of HIV diagnosis, linkage to care, ART status, WHO stage, TB status, viral load suppression) and treatment outcomes (LTFU, dead, transferred out, active in care).
Attrition referred to those who died (either by direct observation or by family or close contact report) or were LTFU. LTFU was defined as no clinical contact or drug refill from any of the above described approaches for more than 28 days since the last expected contact. Retention in care on ART was defined as the proportion of patients that are active in care and on ART, among those who commenced ART and those transferred out to another HIV programme or facility. Virological non-suppression was defined as having a last viral load higher than 1000 copies/mL.
Baseline characteristics were summarised stratified by KP-CBART approach. Proportions were calculated for categorical variables while medians and interquartile ranges were calculated for continuous variables. The Chi-squared test was used to identify associations between categorical variables.
We employed bivariable and multivariable Cox regression to estimate the association between explanatory variables and attrition on ART. Patients transferred out were censored on the date they were transferred out. Patients retained in care at the end of the study period were censored on the last contact with the KP-CBART programme. We considered patients who were LTFU and those that died as having experienced the event and were censored on the date of their last ART refill appointment or on the date of their death. In patients with a viral load result, Firth’s logistic regression for rare events was used to determine the association between explanatory variables and virological non-suppression. Also, we estimated factors associated with not having a viral load test done among patients retained in care at the end of the study period. For both the Cox and logistic regression first saturated multivariable models were constructed. These were then stepwise simplified until only the variables of interest (KP-CBART approach and KP type) and variables associated with the event remained. Kaplan–Meier techniques [19] were employed to estimate retention by KP-CBART approach. The Log-rank test was used to estimate the differences in Kaplan-Meier curves between subgroups. Statistical significance was based on p-value < 0.05. Statistical analysis was done using SPSS (version 16) and Stata (version 16.1) software.
Ethics
The study was approved by the Institutional Research Board of APIN Public Health Initiatives (IRB022-FR), Benue State Ministry of Health and Human Services, and the Institute of Tropical Medicine Antwerp (1503/21), providing a waiver for the obligation to seek informed consent. Study participants were protected as all data were anonymized before accessing them. The database did not include personal identifiers such as names or addresses.
Results
Baseline characteristics
In this study, we extracted data for 3495 KPLHIV initiated on ART in the CBART programme between 2016 and 2019. An estimated 51.8% (n = 1812) of participants were enrolled in OSS while 28.1% (n = 982) were enrolled in the community DIC and 20.1% (n = 701) through community outreach (Table 1).
At baseline, the median age of participants was 34 years (IQR: 29–40) and more than half (60.6%, n = 2118) of all participants were female. About 45.6% (n = 1595) of the participants were living in the urban area while 13.6% (n = 475) and 37.8% (n = 1321) lived in semi-urban and rural areas respectively. The vast majority of participants were in the early stage of HIV disease at the time of diagnosis and enrolment: 91% (n = 3179) of them were diagnosed with WHO Stage 1 HIV disease.
The majority of participants enrolled in KP-CBART were FSW (54.2%, n = 1896), while 29.8% (n = 1040), 15.8% (n = 551) and 0.2% (n = 8) were MSM, PWID, and TG, respectively. In OSS and community outreach the proportion of KP that were FSW were nearly the same (57.5% vs 56.6%). The proportion of KP that were MSM (26.2%) in OSS was lower than in DIC (35.6%). Overall, only 0.2% (n = 8) TG were enrolled in the programme: 7 in DIC and 1 in community outreach. In community outreach the proportion (12.6%) of KP that were PWID was the lowest.
Retention
Overall, retention in care was 63.5%, 55.4%, 51.2%, and 46.7% at 1 year, 2 years, 3 years, and 4 years on ART (Table 2). Of 1650 patients with attrition, 41 (2.5%) were reported as having died, while 97.5% (n = 1609) were LTFU.
In the bivariable Cox regression analysis, age, sex, residence, year of ART initiation, KP type, and KP-CBART approach were significantly associated with attrition (Table 3, p-value< 0.05).
In the multivariable Cox regression analysis, there was no statistically significant difference between the risk of attrition and KP-CBART approach. In addition, sex and WHO staging were not significantly associated with attrition in multivariable analysis (p-value> 0.05). The hazard of attrition was higher among participants aged 25–39 years (vs those who were 40 years and older; adjusted hazard ratio (aHR) 1.27; 95%CI: 1.13–1.43), among MSM (vs FSW; aHR 1.27; 95%CI: 1.14–1.42), among participants started on ART in the 2017 (aHR 1.68; 95%CI: 1.35–2.10) and 2018 cohort (aHR 1.56; 95%CI: 1.24–1.97) as compared to those who started ART 2019, and among KP living in rural (aHR 1.70; 95%CI: 1.34–2.15) and urban areas (aHR 1.98; 95%CI: 1.52–2.60) as compared to those living in the semi-urban areas.
Virological coverage and non-suppression
Of 3495 patients 48.4% (n = 1691) had a VL (Table 4). Of 1691 with a VL, 97.8% (n = 1654) had a viral load <1000 copies/mL.
S1 Table shows the factors associated with lack of viral load test in the KP-CBART approach. Predictors of lack of viral load test among patients that were retained in care at the end of the study period include being younger than 25 years old (aOR = 1.74, 95%CI: 1.02–2.96), 25–39 years old (aOR = 1.41, 95%CI: 1.02–1.96) and the type of CBART approach in which patients enrolled in (DIC- aOR = 0.25, 95%CI: 0.16–0.40), (Outreach–aOR = 2.59, 95%CI: 1.94–3.46).
In bivariable logistic regression, sex, place of residence, and WHO Stage at ART enrolment were significantly associated with virological non-suppression.
In the multivariable logistic regression model, virological non-suppression was associated with WHO Stage 2 (adjusted odds ratio (aOR) 3.76, 95%CI: 1.45–9.75) compared to WHO stage 1 at baseline. The type of KP population group and the KP-CBART approach were not associated with virological non-suppression (Table 5).
Discussion
We studied long-term retention and predictors of attrition among KP receiving ART through KP-CBART in Benue State Nigeria. Attrition rates increased with increasing duration on ART, with less than half retained after 4 years since the start of treatment. Attrition mainly consisted of patients LTFU. Once adjusted for other predictors, type of KP or the approach to KP-CBART did not predict attrition. The high LTFU rate among KP enrolled into the CBART models explains the sub-optimal viral load coverage in the programme. However, among clients with recent viral test result, viral load suppression was optimal. The rate of viral suppression in the Benue KP-CBART model is higher compared to previous CBART studies among KP and the general population [16, 17, 20, 21]. Even though attrition is problematic, adherence among those retained in care and with VL test results in the KP-CBART is not compromised.
Our study showed data for all KP subgroups and showed data on long-term retention. Most previous CBART studies were designed for a specific KP subgroup, without data for retention after 12 months on ART [14, 17]. One study assessed a model serving all KP sub-groups but only reported early retention, with 73.2% retention after a median follow-up time of 7 months on ART [16]. Only one previous study assessed long-term retention on ART in KP-CBART: a retrospective cohort study from Ivory Coast showed a low level of retention among MSM and FSW on ART was 68% at 12 months, 55% at 24 months, and 47% at 36 months [9]. In Nigeria another study showed 56% LTFU after a median follow-up time of 12 months among MSM and TG receiving HIV care in community venues [8]. These study findings are coherent with our own findings, showing a low level of retention. One-year retention among KP in CBART was much lower than 98% retention in the general population served by CBART in Nigeria [21]. On the other hand retention in KP-CBART was comparable to retention in care in other vulnerable populations, such as children and adolescents in Nigeria [10]. One pediatric study reported an overall attrition of 49.4% among those under 17 years old and enrolled on ART [10].
The definition of LTFU in our study is more stringent compared to most studies that defined LTFU as being 2–6 months late for their last clinic appointment [8, 9, 16, 21], which may partially explain the difference in attrition reported between different studies. In our study retention in care worsened steadily with increasing duration on ART, with many LTFU before the end of the study period. Hence, the high proportion of LTFU cannot solely be explained by the LTFU definition. While some patients LTFU might have died, and while others probably truly stopped ART, some patients LTFU may in fact be in care elsewhere [22]. Indeed, previous studies showed that high mobility of KP, especially among FSW, explained poor retention in care [9, 23]. The high level of virological suppression among those retained suggests that clients do give importance to ART and adhere to treatment. The implementation of biometric systems, which allows correcting for silent transfers [24], at present falsely reported as LTFU, may be another step towards improving monitoring and reporting attrition in this highly mobile population of KP. However, how to assure confidentiality and privacy when collecting strictly personal data remains a challenge.
The three approaches to KP-CBART described in this study are examples of differentiated service delivery (DSD). DSD is defined as ‘‘a person-centred approach that simplifies and adapts HIV services across the cascade in ways that both serve the needs of people living with and vulnerable to HIV and optimize available resources in health systems” [7, 25]. In our study, we found that factors such as age, place of residence, year of ART enrolment, and type of KP were associated with attrition. These findings are consistent with previous studies on predictors of attrition among KPLHIV enrolled on ART [8, 16]. In Benue state, the choice of KP-CBART approach was dependent on clients’ place of residence because only one approach was available per geographical area. To improve adherence and retention on ART, there is need to modify the current models of differentiated service delivery to accommodate better (the individual clients’) needs and preferences. Qualitative research is needed to explore these needs and preferences. For example, how factors such as harassment of sex workers by security personnel and periodic relocation of HIV infected FSW after few months or years in a setting for better patronage does affect their engagement in HIV care needs to be explored. Possibly KP may benefit from further differentiation of ART service delivery (adaptation) in the program. Evidence has shown that provision of people-centred care (such as individualised adherence counselling, shared decision-making and planning for ART initiation, and supporting change in provider attitudes towards those who have interrupted their treatment) can improve HIV treatment outcomes [7, 26]. People-centred health services are ‘‘an approach to care that consciously adopts the perspectives of individuals, families and communities and sees them as participants and beneficiaries of trusted health systems that respond to their needs and preferences in humane and holistic ways” [7]. MSM are at higher risk of attrition compared to FSW. This can be explained by contextual factors that include greater stigma and discrimination that MSM face in the community [27]. Also, provision of ART to all the KP subgroups through the same model of ART care may have promoted stigma/discrimination between KP subgroups. Having a separate model of ART care for each of the KP subgroup may promote privacy and confidentiality and improve health outcomes. Therefore, we recommend that future qualitative research will also explore whether clients prefer ART delivery serving only one KP subgroup.
The strengths of this study include a large study cohort and long duration of follow-up in a non-research setting. The outcomes of this study reflect the real challenges influencing treatment outcomes of KP in the CBART. A major limitation of this study was that we could not verify the true outcomes of those reported as LTFU. Previous studies showed that some patients LTFU are underreported deaths, while a substantial proportion is active in care elsewhere, thus erroneously reported as LTFU [22]. We reported on a limited number of predictors, as data were not complete for occupation, marital status, level of education, and TB status at ART enrolment. There was selection bias due to sub-optimal viral load testing coverage in the programme and thereby limiting the validity of the viral load findings. A qualitative research is planned to explore the experiences and views of clients and to understand the facilitators and barriers to accessing VL testing in KP-CBART in Benue State. Findings from our study maybe transferable to other states in Nortcentral Nigeria. Similar studies across the country and in other countries will inform if our findings can be generalised to other settings.
Conclusion
In conclusion, long-term attrition on ART is high among KP in CBART in Benue state, while virological suppression was high among those retained in care. How to reach best vulnerable groups remains unresolved. Further differentiation may be required, offering a true choice to individuals. Qualitative research should explore how to adapt KP-CBART for each of the KP subgroups. Moreover, the risks and benefits of innovative monitoring systems that correct for silent transfers should be studied.
Supporting information
S1 Table. Lack of viral load test and its predictors among key-populations retained in care and attending community-based ART services in Benue State, Nigeria.
https://doi.org/10.1371/journal.pone.0260557.s002
(DOCX)
Acknowledgments
The authors acknowledge the members of KP whose data were extracted and analysed for this study and program staff providing HIV services in the PEPFAR/CDC supported HIV programme in Benue State Nigeria. We thank APIN Public Health Initiatives, the lead HIV implementing partner in Benue State for providing the enabling environment for this study.
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