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Paredes JL, Arenas-Pinto A, McAlpine C, Matthews R, Milinkovic A, Suonpera E. Depression is associated with poor self-reported adherence to antiretroviral therapy among people living with HIV attending an HIV clinic in the UK: results from a cross-sectional study. AIDS Care 2024; 36:1392-1399. [PMID: 38289649 DOI: 10.1080/09540121.2024.2303969] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 01/04/2024] [Indexed: 08/25/2024]
Abstract
Contemporary evidence is needed to assess whether the prevalence of depression remains high among people living with HIV in the United Kingdom despite recent efforts to improve patients' mental health, and if depression is negatively associated with individuals' adherence to antiretroviral therapy. In a secondary analysis of a cross-sectional clinic-based survey of alcohol consumption and associated health behaviour among people living with HIV in London, of the 221 respondents, 106 (48%) had poor self-reported adherence to antiretroviral therapy (CASE Index) and 69 (31%) screened positive for depression (PHQ-9). Poor self-reported adherence to ART was 72% higher among participants who screened positive for depression in comparison with participants who screened negative. Respondents who were younger, unemployed, and reported problematic drug use were more likely to screen positive for depression. Screening and management of depression as a part of routine HIV care may support adherence to antiretroviral therapy.
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Affiliation(s)
- Jose Luis Paredes
- Centre for Clinical Research in Infection and Sexual Health, Institute for Global Health, University College London, London, UK
| | - Alejandro Arenas-Pinto
- Centre for Clinical Research in Infection and Sexual Health, Institute for Global Health, University College London, London, UK
- MRC Clinical Trials Unit, University College London, London, UK
- Central and North West London NHS Foundation Trust, London, UK
| | - Connor McAlpine
- Centre for Clinical Research in Infection and Sexual Health, Institute for Global Health, University College London, London, UK
- MRC Clinical Trials Unit, University College London, London, UK
| | - Rebecca Matthews
- Centre for Clinical Research in Infection and Sexual Health, Institute for Global Health, University College London, London, UK
| | - Ana Milinkovic
- Chelsea and Westminster Hospital NHS Foundation Trust, London, UK
| | - Emmi Suonpera
- Centre for Clinical Research in Infection and Sexual Health, Institute for Global Health, University College London, London, UK
- Central and North West London NHS Foundation Trust, London, UK
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Zhan S, Ouyang F, Zhai W, Yang H. Prevalence of mental disorders among young people living with HIV: a systematic review and meta-analysis. Front Public Health 2024; 12:1392872. [PMID: 39234077 PMCID: PMC11372585 DOI: 10.3389/fpubh.2024.1392872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 07/29/2024] [Indexed: 09/06/2024] Open
Abstract
Objective This meta-analysis aims to evaluate the global prevalence of mental disorders among young people living with HIV. Methods A comprehensive search was conducted of the PubMed, Embase, and Cochrane Library databases for articles relevant to the study, published between January 2013 and June 2023. To identify sources of heterogeneity and compare prevalence estimates among various groups, subgroup analyses were conducted. Study heterogeneity was assessed using Cochran's Q and the I 2 tests. The robustness of the findings was ascertained through sensitivity analyses, while publication bias was evaluated with funnel plots and Egger's test. Results Sixty studies were included in this meta-analysis. It revealed that approximately one-quarter of YLWH experience depression, with a prevalence of 24.6% (95% CI: 21.1-28.2%). The prevalence of anxiety was found to be 17.0% (95% CI: 11.4-22.6%). Regarding suicidality, the prevalence of suicidal ideation and lifetime suicidal ideation in YLWH was 16.8% (95% CI: 11.3-22.4%) and 29.7% (95% CI: 23.7-35.7%), respectively. Additionally, the prevalence rates for suicidal attempts and lifetime suicidal attempts were 9.7% (95% CI: 4.0-15.4%) and 12.9% (95% CI: 2.8-23.1%), respectively. The prevalence of Post-Traumatic Stress Disorder and Attention Deficit Hyperactivity Disorder was identified as 10.5% (95% CI: 5.8-15.2%) and 5.0% (95% CI: 3.1-7.0%), respectively. Conclusion The findings indicate a heightened risk of mental disorders among YLWH, underscoring the necessity for targeted intervention strategies to mitigate their suffering and potentially diminish the adverse impacts. Systematic Review Registration PROSPERO, identifier CRD42023470050, https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42023470050.
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Affiliation(s)
- Shenao Zhan
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Fei Ouyang
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Wenjing Zhai
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Haitao Yang
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
- Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, China
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Gebru T, Ejara D, Yalew A, Deyessa N. Prevalence of depression and associated factors among HIV/AIDS patients attending antiretroviral therapy clinic at Adama Hospital Medical College, Adama, Central Ethiopia. Sci Rep 2024; 14:1642. [PMID: 38238489 PMCID: PMC10796940 DOI: 10.1038/s41598-024-52142-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 01/14/2024] [Indexed: 01/22/2024] Open
Abstract
Depression is the most frequently detected and preventable mental illness among people with human immunodeficiency syndrome, with rates two to four times higher than in the general population. Currently, depression is estimated to affect 350 million people worldwide. To assess the prevalence of depression and associated factors among HIV/AIDS patients attending antiretroviral therapy clinic at Adama Hospital Medical College, Adama, Central Ethiopia. An institutional-based cross-sectional study was conducted from April 01 to September 30, 2021, at Adama Hospital Medical College, Adama, Ethiopia. A total of 420 individuals were selected using a systematic random sampling technique. After informed consent was obtained from each study participant, data were collected through face-to-face interviews, observations, and document reviews. Subsequently, the data were entered into EPI-Info Version 7 and analyzed by Statistical Package for the Social Sciences version 21. Variables with p-values less than 0.25 in the univariable logistic regression analysis were subsequently included in the multivariable logistic regression analysis to account for potential confounding factors. The association was measured using adjusted odds ratio (AOR) with a 95% confidence interval (CI), and variables with p-values less than 0.05 were considered statistically significant. The prevalence of depression was 52.4% (95% CI 47.6-57.1). Factors significantly associated with depression among HIV-positive patients on antiretroviral therapy included employment status [AOR = 0.22(95% CI 0.13-0.36)], the patient's most CD4 count [AOR = 6.99 (95% CI 2.81-17.38)], duration of months on antiretroviral therapy [AOR = 5.05 (95% CI 2.38-10.74)] and presence of chronic non-communicable diseases [AOR = 7.90 (95% CI 4.21-14.85)]. The highest proportion of HIV-positive patients taking antiretroviral drugs exhibited depression. Employment was identified as a preventive factor, whereas having a low CD4 count, recently initiating antiretroviral therapy, and having chronic non-communicable diseases were associated with increased odds of depression among HIV-positive patients on antiretroviral therapy. There need to strengthen mental health screening and treat depression among HIV-positive patients, particularly by targeting identified factors.
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Affiliation(s)
- Tessema Gebru
- HIV Directorate, Oromia Regional Health Bureau, Addis Ababa, Ethiopia
| | - Daba Ejara
- Department of Nursing, Shashamene Campus, Madda Walabu University, Shashamene, Ethiopia.
| | - Aster Yalew
- Department of Nursing, Shashamene Campus, Madda Walabu University, Shashamene, Ethiopia
| | - Negussie Deyessa
- School of Public Health, College Health Science, Addis Ababa University, Addis Ababa, Ethiopia
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Msefula MC, Umar E. Correlates of Depression in ART Adherence among Youths in Lilongwe, Malawi. Trop Med Infect Dis 2023; 9:2. [PMID: 38276632 PMCID: PMC10818860 DOI: 10.3390/tropicalmed9010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 12/11/2023] [Accepted: 12/12/2023] [Indexed: 01/27/2024] Open
Abstract
Despite collaborative efforts to improve mental health services among youths living with HIV (YLHIVs) aged 15-24, evidence shows that many suffer from depression. We established the correlates of depression and how it affects ART adherence. Structured questionnaires, a Patient Health Questionnaire 9 depression scale assessment, in-depth interviews, and Electronic Medical Record reviews were conducted at the Lighthouse Trust Martin Preus Centre (MPC) ART clinic in Lilongwe from April 2021 to October 2022. A total of 303 YLHIVs aged 15-24 were on ART, and 7 key informants were recruited. Bivariate and multivariate logistic regression analyses were performed using STATA V14.1. A thematic content analysis was used for qualitative data. Forty-six per cent of recruits were male, and fifty-four per cent were female. Seventy-one per cent were aged 20-24, and twenty-nine per cent were aged 15-19. Twenty-three per cent of the YLHIVs had depression symptoms, of whom seventy-nine per cent were aged 20-24 years. Twenty-two per cent had an unsuppressed viral load (non-adherent). Sixty-seven per cent of non-adherent participants were aged 20-24. There was no factor associated with ART non-adherence. Source of income (p = 0.003), alcohol consumption (p = 0.010), and sexual behaviour (p = 0.014) were associated with depression. Sexual behaviour was statistically significantly associated with depression (p = 0.024. The themes were a lack of basic needs, a lack of privacy, psychological trauma, incomplete disclosure, a shortage of psychosocial providers, and a knowledge deficit of ART providers to screen for depression. This study shows that depression is considerably high among YLHIVs in Malawi and linked to ART non-adherence. Strengthening mental health training for providers and routinely screening YLHIVs for depression would help in the early identification and management of depression, thereby improving ART adherence.
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Affiliation(s)
- Mary Carolyne Msefula
- Department of Health Sciences, School of Global and Public Health, Kamuzu University of Health Sciences (KUHeS), Blantyre P.O. Box 360, Malawi;
- Lighthouse Trust Malawi, Lilongwe P.O. Box 106, Malawi
| | - Eric Umar
- Department of Health Sciences, School of Global and Public Health, Kamuzu University of Health Sciences (KUHeS), Blantyre P.O. Box 360, Malawi;
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Debusho LK, Bedaso NG. Bayesian Spatial Modelling of HIV Prevalence in Jimma Zone, Ethiopia. Diseases 2023; 11:diseases11010046. [PMID: 36975595 PMCID: PMC10047877 DOI: 10.3390/diseases11010046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 02/28/2023] [Accepted: 03/05/2023] [Indexed: 03/11/2023] Open
Abstract
Background: Although the human immunodeficiency virus (HIV) is spatially heterogeneous in Ethiopia, current regional estimates of HIV prevalence hide the epidemic’s heterogeneity. A thorough examination of the prevalence of HIV infection using district-level data could assist to develop HIV prevention strategies. The aims of this study were to examine the spatial clustering of HIV prevalence in Jimma Zone at district level and assess the effects of patient characteristics on the prevalence of HIV infection. Methods: The 8440 files of patients who underwent HIV testing in the 22 Districts of Jimma Zone between September 2018 and August 2019 were the source of data for this study. The global Moran’s index, Getis–Ord Gi* local statistic, and Bayesian hierarchical spatial modelling approach were applied to address the research objectives. Results: Positive spatial autocorrelation was observed in the districts and the local indicators of spatial analysis using the Getis–Ord statistic also identified three districts, namely Agaro, Gomma and Nono Benja, as hotspots, and two districts, namely Mancho and Omo Beyam, as coldspots with 95% and 90% confidence levels, respectively, for HIV prevalence. The results also showed eight patient-related characteristics that were considered in the study were associated with HIV prevalence in the study area. Furthermore, after accounting for these characteristics in the fitted model, there was no spatial clustering of HIV prevalence suggesting the patient characteristics had explained most of the heterogeneity in HIV prevalence in Jimma Zone for the study data. Conclusions: The identification of hotspot districts and the spatial dynamic of HIV infection in Jimma Zone at district level may allow health policymakers in the zone or Oromiya region or at national level to develop geographically specific strategies to prevent HIV transmission. Because clinic register data were used in the study, it is important to use caution when interpreting the results. The results are restricted to Jimma Zone districts and may not be generalizable to Ethiopia or the Oromiya region.
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Affiliation(s)
- Legesse Kassa Debusho
- Department of Statistics, College of Science, Engineering and Technology, University of South Africa, Private Bag X6, Florida 1710, South Africa
- Correspondence:
| | - Nemso Geda Bedaso
- Department of Statistics, College of Natural and Computational Science, Madda Walabu University, Bale Robe P.O. Box 247, Ethiopia
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Yeboa NK, Muwanguzi P, Olwit C, Osingada CP, Ngabirano TD. Prevalence and associated factor of postpartum depression among mothers living with HIV at an urban postnatal clinic in Uganda. WOMEN'S HEALTH (LONDON, ENGLAND) 2023; 19:17455057231158471. [PMID: 36852708 PMCID: PMC9986891 DOI: 10.1177/17455057231158471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
BACKGROUND Postpartum depression among mothers living with HIV is a significant public health problem due to its effects on engagement in care, HIV disease progression, and an increased risk of mother-to-child transmission of HIV. OBJECTIVE The objective of this study was to determine the prevalence and factors associated with postpartum depression among mothers living with HIV. DESIGN The study employed a cross-sectional quantitative research design. METHODS In this cross-sectional survey, we consecutively recruited 290 participants among mothers attending postnatal, immunization, and family planning clinics at an urban clinic in Uganda. Using an interviewer-administered questionnaire, we collected data on socio-demographics, obstetric, and HIV-related characteristics. Postpartum depression was assessed using the Patient Health Questionnaire version 9. We classified participants with Patient Health Questionnaire version 9 scores of ⩾10 as having postpartum depression. We conducted logistic regression to examine the association between postpartum depression and independent variables. RESULTS The prevalence of postpartum depression was 15.9%. After controlling for other variables, participants who reported poor male partner support were more likely to experience postpartum depression compared to those who had good partner support (adjusted odds ratio = 4.52, confidence interval = 2.31-8.84, p value < 0.001). CONCLUSION Mothers living with HIV should be routinely assessed for the presence of depression and male partner support. Health care providers of HIV-infected women should design strategies to promote male partner support for better maternal, infant, and HIV treatment outcomes.
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Affiliation(s)
- Naomi Kyeremaa Yeboa
- School of Nursing and Midwifery, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Patience Muwanguzi
- School of Health Sciences, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Connie Olwit
- School of Health Sciences, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Charles Peter Osingada
- School of Health Sciences, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Tom Denis Ngabirano
- School of Health Sciences, College of Health Sciences, Makerere University, Kampala, Uganda
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Magnitude of depression and its associated factors among patients with diabetes mellitus at public hospitals in Southwest Ethiopia, 2021. Sci Rep 2022; 12:22134. [PMID: 36550160 PMCID: PMC9780233 DOI: 10.1038/s41598-022-26330-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
Depression is the third-leading cause of disability measured in terms of disability-adjusted life-years. When depression coexists with diabetes mellitus, it is associated with major health consequences and results in poor health outcomes, decreased quality of life, lost productivity and increased risk of death. The current study aimed to assess the magnitude of depression and its associated factors among adult patients with diabetes mellitus attending follow-up at the public hospitals of Buno Bedele zone, Southwest Ethiopia. A multi-centre cross-sectional study was done among people living with diabetes mellitus at an outpatient clinic of Buno Bedele zone hospitals. The study period was from April to May 2021. A systematic random sampling technique was used to select the study participants. Data were collected using a structured questionnaire. Depression was assessed by the Patient Health Questionnaire-9. Patient Health Questionnaire-9 is a validated tool to assess depression with sensitivity 86% and specificity 67%. The collected data were cleaned, edited, and entered into epi-data version 3.1, and analysed using SPSS version 24. Logistic regression analysis was employed to identify factors associated with depression occurrence. A p value of 0.05 was considered statistically significant. A total of 310 study participants were included in this study. Among study participants, 41.6% fulfilled the criteria for depression. Variables significantly associated with depression were female gender [AOR: 2.26, 95% CI (1.30, 3.95)], duration of diabetes greater than 5 years [AOR: 2.68, 95% CI (1.57, 4.56)], poor social support [AOR: 2.46, 95% CI (1.10, 5.49)], moderate social support [AOR: 2.63, 95% CI (1.34, 5.16)], current alcohol consumption [AOR: 3.55, 95% CI (1.20, 10.52)] and previous alcohol consumption [AOR = 2.81, 95% CI (1.40, 5.60)]. According to this study, depression is relatively common among diabetic individuals. Being a female, having diabetes for a long time, having poor social support, using alcohol now and in the past were factors that substantially linked to depression. Healthcare professionals should consider screening for depression using the Patient Health Questionnaire-9 or other validated tools in all diabetic patients, especially in those who are at higher risk.
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Antelman G, Jahanpour O, Machalo T, Audi C, van de Ven R, Rutaihwa M, Lankiewicz E, Baird S. Adolescent support club attendance and self-efficacy associated with HIV treatment outcomes in Tanzania. PLOS GLOBAL PUBLIC HEALTH 2022; 2:e0000065. [PMID: 36962483 PMCID: PMC10021176 DOI: 10.1371/journal.pgph.0000065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 09/07/2022] [Indexed: 06/18/2023]
Abstract
HIV treatment outcomes may be improved by ameliorating psychosocial challenges adolescents living with HIV (ALHIV) face. This analysis describes participation in existing facility-based adolescent clubs and the associations between club attendance, adolescent well-being and HIV treatment outcomes. Data were collected through interviews with a sub-sample of adolescents age 10-19 years and medical record abstraction of all adolescents attending HIV services at seven clinics in Tanzania. Independent variables included adolescent club attendance, self-esteem, self-efficacy, mental distress, social capital and other health utilization or HIV experience characteristics. Study outcomes included visit adherence, viral suppression (<1000 cp/ml), and retention. Of 645 adolescents attending HIV services, 75% attended clubs at least once with a median of eight club sessions attended over a two-year period. Mental distress was prevalent, with 67% of the adolescents scoring above a recognized cut-off of ≥5. Adolescents who attended 10 or more clubs, compared to those not attending any clubs over a two-year period were at an almost three-fold increased odds of having good visit adherence (odds ratio [OR] 2.72, 95% confidence interval [CI]: 1.25, 5.94). Club attendance was also associated with sustained retention in the following year: adolescents who attended some clubs (1-9) had three-times the odds of being retained (OR 3.01; 95%CI: 1.86, 4.87) while those who attended 10+ had over seven-times the odds (OR 7.29; 95%CI: 4.34, 12.22). Among the 154 adolescents who were interviewed, being in the top self-efficacy tertile was positively associated with viral suppression (OR 3.04, 95%CI: 1.08, 8.60) and retention (OR 4.44, 95%CI: 1.19, 17.40). Attending the HIV clinic with a guardian/treatment supporter (OR 3.29, 95%CI: 1.17, 9.22) was also associated with viral suppression. Self-efficacy, social capital and treatment support are associated with better health outcomes among adolescents. However, many ALHIV either never attended or did not regularly attend clubs.
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Affiliation(s)
| | - Ola Jahanpour
- Elizabeth Glaser Pediatric AID Foundation, Dar es Salaam, Tanzania
| | - Thomas Machalo
- Elizabeth Glaser Pediatric AID Foundation, Dar es Salaam, Tanzania
| | - Cosette Audi
- Elizabeth Glaser Pediatric AID Foundation, Washington, DC, United States of America
| | | | | | - Elise Lankiewicz
- Milken Institute School of Public Health, George Washington University, Washington, DC, United States of America
| | - Sarah Baird
- Milken Institute School of Public Health, George Washington University, Washington, DC, United States of America
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Desalegn M, Gutama T, Merdassa E, Kejela G, Benti W. Family and Social Support Among Patients on Anti-Retroviral Therapy in West Wollega Zone Public Hospitals, Western Ethiopia: A Facility-Based Cross-Sectional Study. HIV AIDS (Auckl) 2022; 14:167-179. [PMID: 35444469 PMCID: PMC9014107 DOI: 10.2147/hiv.s360431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 04/02/2022] [Indexed: 11/26/2022] Open
Abstract
Background Poor family and social support is a problem for patients taking antiretroviral therapy (ART), but it protects them against the negative consequences of stress, reducing morbidity and mortality among peoples living with human immunodeficiency virus (PLWHIV). Objective This study aimed to assess family and social support and the associated factors among patients on antiretroviral therapy in West Wollega Public Hospitals. Methods A facility-based cross-sectional study design was conducted among 329 respondents attending antiretroviral therapy (ARV) clinics in West Wollega Public Hospitals from September 1–30, 2020. Data were collected by simple random sampling methods using an interviewer-administered questionnaire. Bivariate and multivariate logistic regression analysis was used. The strength and presence of statistical association were assessed using adjusted odds ratio with a 95% confidence interval. Results About 266 (66.4%) of the respondents had low family and social support. Being female sex [AOR (95% CI)=0.066 (0.013–0.338)], failing to discuss with family or society [AOR (95% CI)=0.275 (0.100–0.753)], lack of information on support [AOR (95% CI)=0.314 (0.104–0.951)], and non-disclosure of HIV status to family [AOR (95% CI)=0.227 (0.084–0.916)] were associated with family and social support. Conclusion In this study, family and social support to people living with HIV/AIDS is low. Being female sex, feelings of negative treatment, lack of discussion on support, lack of information about support, and failure to disclose HIV status were associated with low family and social support. Information, education, and communication should be intensified to increase the awareness of the community, family, and people living with HIV related to support for people living with HIV.
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Affiliation(s)
- Markos Desalegn
- Department of Public Health, Wollega University, Nekemte Town, West Ethiopia
- Correspondence: Markos Desalegn, Department of Public Health, Wollega University, Nekemte Town, West Ethiopia, Tel +251927619190, Email
| | - Tokuma Gutama
- Department of Public Health, Wollega University, Nekemte Town, West Ethiopia
| | - Emiru Merdassa
- Department of Public Health, Wollega University, Nekemte Town, West Ethiopia
| | - Gemechu Kejela
- Department of Public Health, Wollega University, Nekemte Town, West Ethiopia
| | - Wase Benti
- Department of Public Health, Wollega University, Nekemte Town, West Ethiopia
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Bedaso NG, Debusho LK. Clinics register based HIV prevalence in Jimma zone, Ethiopia: applications of likelihood and Bayesian approaches. BMC Infect Dis 2022; 22:281. [PMID: 35331136 PMCID: PMC8944036 DOI: 10.1186/s12879-021-06965-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 12/01/2021] [Indexed: 11/19/2022] Open
Abstract
Background The distribution of HIV is not uniform in Ethiopia with some regions recording higher prevalence than others. However, reported regional HIV prevalence estimates mask the heterogeneity of the epidemic within regions. The main purpose of this study was to assess the district differences in HIV prevalence and other factors that affect the prevalence of HIV infection in Jimma zone, Oromia region of Ethiopia. We aimed to identify districts which had higher or lower than zone average HIV prevalence. Such in-depth analysis of HIV data at district level may help to develop effective strategies to reduce the HIV transmission rate. Methods Data collected from 8440 patients who were tested for HIV status in government clinics at the 22 Districts between September 2018 to August 2019 in Jimma zone were used for the analyses. A generalized linear mixed effects model with district random effects was applied to assess the factors associated with HIV infection and the best linear unbiased prediction was used to identify districts that had higher or lower HIV infection. Both likelihood and Bayesian methods were considered. Results The statistical test on district random effects variance suggested the need for district random effects in all the models. The results from applying both methods on full data show that the odds of HIV infection are significantly associated with covariates considered in this study. Disaggregation of prevalence by gender also highlighted the persistent features of the HIV epidemic in Jimma zone. After controlling for covariates effects, the results from both techniques revealed that there was heterogeneity in HIV infection prevalence among districts within Jimma zone, where some of them had higher and some had lower HIV infection prevalence compared to the zone average HIV infection prevalence. Conclusions The study recommends government to give attention to those districts which had higher HIV infection and to conduct further research to improve their intervention strategies. Further, related to those districts which had lower infection, it would be advantageous to identify reasons for their performance and may apply them to overcome HIV infection among residents in those districts which had higher HIV infection. The approach used in this study can also help to assess the effect of interventions introduced by the authorities to control the epidemic and it can easily be extended to assess the regions HIV infection rate relative to the rate at the national level, or zones HIV infection rate relative to the rate at a region level. Supplementary Information The online version contains supplementary material available at 10.1186/s12879-021-06965-0.
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Affiliation(s)
- Nemso Geda Bedaso
- Department of Statistics, College of Natural and Computational Science, Madda Walabu University, Bale Robe, Ethiopia
| | - Legesse Kassa Debusho
- Department of Statistics, College of Science, Engineering and Technology, University of South Africa, Johannesburg, South Africa.
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