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Chen H, Long R, Hu T, Chen Y, Wang R, Liu Y, Liu S, Xu C, Yu X, Chang R, Wang H, Zhang K, Hu F, Cai Y. A model to predict adherence to antiretroviral therapy among people living with HIV. Sex Transm Infect 2021; 98:438-444. [PMID: 34873028 DOI: 10.1136/sextrans-2021-055222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 11/08/2021] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES Suboptimal adherence to antiretroviral therapy (ART) dramatically hampers the achievement of the UNAIDS HIV treatment targets. This study aimed to develop a theory-informed predictive model for ART adherence based on data from Chinese. METHODS A cross-sectional study was conducted in Shenzhen, China, in December 2020. Participants were recruited through snowball sampling, completing a survey that included sociodemographic characteristics, HIV clinical information, Information-Motivation-Behavioural Skills (IMB) constructs and adherence to ART. CD4 counts and HIV viral load were extracted from medical records. A model to predict ART adherence was developed from a multivariable logistic regression with significant predictors selected by Least Absolute Shrinkage and Selection Operator (LASSO) regression. To evaluate the performance of the model, we tested the discriminatory capacity using the concordance index (C-index) and calibration accuracy using the Hosmer and Lemeshow test. RESULTS The average age of the 651 people living with HIV (PLHIV) in the training group was 34.1±8.4 years, with 20.1% reporting suboptimal adherence. The mean age of the 276 PLHIV in the validation group was 33.9±8.2 years, and the prevalence of poor adherence was 22.1%. The suboptimal adherence model incorporates five predictors: education level, alcohol use, side effects, objective abilities and self-efficacy. Constructed by those predictors, the model showed a C-index of 0.739 (95% CI 0.703 to 0.772) in internal validation, which was confirmed be 0.717 via bootstrapping validation and remained modest in temporal validation (C-index 0.676). The calibration capacity was acceptable both in the training and in the validation groups (p>0.05). CONCLUSIONS Our model accurately estimates ART adherence behaviours. The prediction tool can help identify individuals at greater risk for poor adherence and guide tailored interventions to optimise adherence.
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Affiliation(s)
- Hui Chen
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rusi Long
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tian Hu
- Shenzhen Longhua District Center for Disease Control and Prevention, Shenzhen, China
| | - Yaqi Chen
- Shenzhen Longhua District Center for Disease Control and Prevention, Shenzhen, China
| | - Rongxi Wang
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yujie Liu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shangbin Liu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chen Xu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaoyue Yu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ruijie Chang
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Huwen Wang
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,The Chinese University of Hong Kong The Jockey Club School of Public Health and Primary Care, Hong Kong Special Administrative Region, China, Hong Kong
| | - Kechun Zhang
- Shenzhen Longhua District Center for Disease Control and Prevention, Shenzhen, China
| | - Fan Hu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yong Cai
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Jin Y, Assanangkornchai S, Fang M, Guan W, Tian B, Yu M, Du Y. Measuring the uptake of continuous care among people living with HIV receiving antiretroviral therapy and social determinants of the uptake of continuous care in the southwest of China: a cross-sectional study. BMC Infect Dis 2021; 21:943. [PMID: 34511077 PMCID: PMC8436458 DOI: 10.1186/s12879-021-06644-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 08/28/2021] [Indexed: 11/13/2022] Open
Abstract
Background Continuous care is essential for people living with HIV. This study aimed to measure continuous care uptake and investigate the association between higher uptake of continuous care and behavioral and social factors, including HIV-acquisition risk and socioeconomic characteristics. Methods A hospital-based cross-sectional study was conducted from April to November 2019 in an HIV treatment center of a specialized hospital in Kunming city, China. Fourteen service indicators were used to calculate composite care scores, which were classified into three levels (low, middle, and high), using principal component analysis. The Behavioral Model for Vulnerable Populations was employed to examine predisposing, enabling, and need factors associated with composite care scores among people living with HIV. Results A total of 702 participants living with HIV aged ≥ 18 years (median age: 41.0 years, 69.4% male) who had been on ART for 1–5 years were recruited. Based on ordinal logistic regression modeling, predisposing factors: being employed (adjusted odds ratio (AOR): 1.54, 95% confidence interval (CI): 1.13–2.11), heterosexuals (AOR: 1.58, 95% CI: 1.11–2.25) and men who have sex with men (AOR: 2.05, 95% CI: 1.39–3.02) and enabling factors: Urban Employee Basic Medical Insurance (AOR: 1.90, 95% CI: 1.03–3.54), middle socioeconomic status (SES) (AOR: 1.42, 95% CI: 1.01–2.01), were positively associated with the higher level of continuous care uptake, compared to the unemployed, people who inject drugs, those with no medical insurance and low SES, respectively. Conclusion There were large differences in continuous care uptake among people living with HIV. HIV-acquisition risk categories and socioeconomic factors were significant determinants of uptake of continuous care. Our findings could inform the development of evidence-based strategies that promote equitable healthcare for all people living with HIV.
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Affiliation(s)
- Yongmei Jin
- Department of Infectious Diseases, The Third People's Hospital of Kunming City, Kunming, Yunnan, People's Republic of China.,Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Sawitri Assanangkornchai
- Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand.
| | - Meiqin Fang
- Department of Infectious Diseases, The Third People's Hospital of Kunming City, Kunming, Yunnan, People's Republic of China
| | - Wei Guan
- Department of Infectious Diseases, The Third People's Hospital of Kunming City, Kunming, Yunnan, People's Republic of China
| | - Bo Tian
- Department of Infectious Diseases, The Third People's Hospital of Kunming City, Kunming, Yunnan, People's Republic of China
| | - Min Yu
- Department of Infectious Diseases, The Third People's Hospital of Kunming City, Kunming, Yunnan, People's Republic of China
| | - Yingrong Du
- Department of Infectious Diseases, The Third People's Hospital of Kunming City, Kunming, Yunnan, People's Republic of China
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Jin Y, Assanangkornchai S, Du Y, Liu J, Bai J, Yang Y. Measuring and explaining inequality of continuous care for people living with HIV receiving antiretroviral therapy in Kunming, China. PLoS One 2021; 16:e0251252. [PMID: 33974670 PMCID: PMC8112695 DOI: 10.1371/journal.pone.0251252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 04/23/2021] [Indexed: 11/16/2022] Open
Abstract
Background In the context of scaling up free antiretroviral therapy (ART), healthcare equality is essential for people living with HIV. We aimed to assess socioeconomic-related inequalities in uptake of continuous care for people living with HIV receiving ART, including retention in care in the last six months, routine toxicity monitoring, adequate immunological and virological monitoring, and uptake of mental health assessment in the last 12 months. We also determined the contributions of socioeconomic factors to the degree of inequalities. Methods A hospital-based cross-sectional survey was conducted among consecutive clients visiting an HIV treatment center in Kunming, China in 2019. Participants were 702 people living with HIV aged ≥18 years (median age: 41.0 years, 69.4% male) who had been on ART for 1–5 years. Socioeconomic-related inequality and its contributing factors were assessed by a normalized concentration index (CIn) with a decomposition approach. Results The uptake of mental health assessment was low (15%) but significantly higher among the rich (CIn 0.1337, 95% CI: 0.0140, 0.2534). Retention in care, toxicity, and immunological monitoring were over 80% but non-significant in favor of the rich (CIn: 0.0117, 0.0315, 0.0736, respectively). The uptake of adequate virological monitoring was 15% and higher among the poor (CIn = -0.0308). Socioeconomic status positively contributed to inequalities of all care indicators, with the highest contribution for mental health assessment (124.9%) and lowest for virological monitoring (2.7%). Conclusions These findings suggest virological monitoring and mental health assessment be given more attention in long-term HIV care. Policies allocating need-oriented resources geared toward improving equality of continuous care should be developed.
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Affiliation(s)
- Yongmei Jin
- Department of Infectious Diseases, The Third People’s Hospital of Kunming City, Kunming, Yunnan, People’s Republic of China
- Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Sawitri Assanangkornchai
- Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
- * E-mail:
| | - Yingrong Du
- Department of Infectious Diseases, The Third People’s Hospital of Kunming City, Kunming, Yunnan, People’s Republic of China
| | - Jun Liu
- Department of Infectious Diseases, The Third People’s Hospital of Kunming City, Kunming, Yunnan, People’s Republic of China
| | - Jingsong Bai
- Department of Infectious Diseases, The Third People’s Hospital of Kunming City, Kunming, Yunnan, People’s Republic of China
| | - Yongrui Yang
- Department of Infectious Diseases, The Third People’s Hospital of Kunming City, Kunming, Yunnan, People’s Republic of China
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Le PM, Nguyen PT, Nguyen HV, Bui DH, Vo SH, Nguyen NV, Nguyen TV, Tran AT, Le AD, Ha NM, Dao AT, Gilmour S. Adherence to highly active antiretroviral therapy among people living with HIV and associated high-risk behaviours and clinical characteristics: A cross-sectional survey in Vietnam. Int J STD AIDS 2021; 32:911-918. [PMID: 33861666 DOI: 10.1177/09564624211002405] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Although Vietnam has promoted the utilisation of highly active antiretroviral therapy (HAART) towards HIV elimination targets, adherence to treatment has remained under-investigated. We aimed to describe high-risk behaviours and clinical characteristics by adherence status and to identify the factors associated with non-adherence. We included 426 people living with HIV (PLWH) currently or previously involved in HAART. Most participants were men (75.4%), young (33.6 years), with low income and low education levels. Non-adherent PLWH (11.5%) were more likely to have a larger number of sex partners (p-value = 0.053), sex without condom use (p-value = 0.007) and not receive result at hospital or voluntary test centre (p-value = 0.001). Multiple logistic regression analysis showed that demographic (education levels), sexual risk behaviours (multiple sex partners and sex without using condom) and clinical characteristics (time and facility at first time received HIV-positive result) were associated with HAART non-adherence. There are differences in associated factors between women (education levels and place of HIV testing) and men (multiple sex partners). Gender-specific programs, changing risky behaviours and reducing harms among PLWH may benefit adherence. We highlight the need to improve the quantity and quality of HIV/AIDS services in Vietnam, especially in pre- and post-test counselling, to achieve better HAART adherence, working towards ending AIDS in 2030.
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Affiliation(s)
- Phuong M Le
- Graduate School of Public Health, 83911St Luke's International University, Tokyo, Japan
| | - Phuong T Nguyen
- Graduate School of Public Health, 83911St Luke's International University, Tokyo, Japan
| | - Huy V Nguyen
- Graduate School of Public Health, 83911St Luke's International University, Tokyo, Japan.,Department of Population and Quantitative Health Sciences, 12262University of Massachusetts Medical School, Worcester, USA
| | - Duc H Bui
- Division on Surveillance, Monitoring, Evaluation and Laboratory, Vietnam Authority of HIV/AIDS Control, 63739Ministry of Health of Vietnam, Hanoi, Vietnam
| | - Son H Vo
- Division on Surveillance, Monitoring, Evaluation and Laboratory, Vietnam Authority of HIV/AIDS Control, 63739Ministry of Health of Vietnam, Hanoi, Vietnam
| | - Nga V Nguyen
- Division on Surveillance, Monitoring, Evaluation and Laboratory, Vietnam Authority of HIV/AIDS Control, 63739Ministry of Health of Vietnam, Hanoi, Vietnam
| | - Tien V Nguyen
- 71382Thai Binh Medical University, Thai Binh, Vietnam
| | - Anh Tn Tran
- Graduate School of Cancer Science and Policy, 70317National Cancer Center, Goyang, Korea
| | - Anh Dm Le
- Institute for Preventive Medicine and Public Health, 106156Hanoi Medical University, Hanoi, Vietnam
| | - Nguyet Mt Ha
- Monitoring and Evaluation Department, Center for Community Health Research and Development, Hanoi, Vietnam
| | - An Tm Dao
- Institute for Preventive Medicine and Public Health, 106156Hanoi Medical University, Hanoi, Vietnam
| | - Stuart Gilmour
- Graduate School of Public Health, 83911St Luke's International University, Tokyo, Japan
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