The Use of Multistate Models to Examine Associations of Stress and Adherence With Transitions Among HIV Care States Observed in a Clinical HIV Cohort. (1st November 2017)
- Record Type:
- Journal Article
- Title:
- The Use of Multistate Models to Examine Associations of Stress and Adherence With Transitions Among HIV Care States Observed in a Clinical HIV Cohort. (1st November 2017)
- Main Title:
- The Use of Multistate Models to Examine Associations of Stress and Adherence With Transitions Among HIV Care States Observed in a Clinical HIV Cohort
- Authors:
- Blitz, Sandra
Antoniou, Tony
Burchell, Ann
Walmsley, Sharon
Light, Lucia
Gardner, Sandra
Rourke, Sean
Cooper, Curtis
Kendall, Claire
Loutfy, Mona
Rachlis, Anita
Wobeser, Wendy
Benoit, Anita
Raboud, Janet - Abstract:
- Abstract : Background: The "cascade of care" is a framework for quantifying the trajectory of people with HIV along the continuum of HIV care. We extended this framework to recognize that individuals may transition back and forth between states of care and to identify factors associated with movement among states of care over time, with particular focus on stress, depression, and adherence. Methods: The Ontario HIV Treatment Network Cohort Study is a multisite HIV clinical cohort. We analyzed data from participants who had initiated antiretroviral therapy, achieved virologic suppression, completed ≥1 study questionnaire including psychosocial data, and had ≥1 viral load (VL) result within 2 years of a questionnaire. Follow-up time from the first suppressed VL was divided into 6-month intervals and classified into 1 of 3 states for HIV care retention: (1) suppressed VL (VL <50 copies/mL), (2) unsuppressed VL (VL >50 copies/mL), and (3) unobserved . Multistate models were used to determine the association of transitioning between states and time-updated demographic and clinical characteristics. Results: In total, 1842 participants were included. After multivariable adjustment, poor adherence [hazard ratio (HR) 1.88, 95% confidence interval (CI): 1.19 to 2.98) and stress (HR = 1.38; 95% CI: 1.04 to 1.83) were associated with transitions from suppressed to unsuppressed VL. Similarly, low adherence (HR = 1.52; 95% CI: 1.14 to 2.04) and stress (HR = 1.25; 95%: 1.03, 1.51) wereAbstract : Background: The "cascade of care" is a framework for quantifying the trajectory of people with HIV along the continuum of HIV care. We extended this framework to recognize that individuals may transition back and forth between states of care and to identify factors associated with movement among states of care over time, with particular focus on stress, depression, and adherence. Methods: The Ontario HIV Treatment Network Cohort Study is a multisite HIV clinical cohort. We analyzed data from participants who had initiated antiretroviral therapy, achieved virologic suppression, completed ≥1 study questionnaire including psychosocial data, and had ≥1 viral load (VL) result within 2 years of a questionnaire. Follow-up time from the first suppressed VL was divided into 6-month intervals and classified into 1 of 3 states for HIV care retention: (1) suppressed VL (VL <50 copies/mL), (2) unsuppressed VL (VL >50 copies/mL), and (3) unobserved . Multistate models were used to determine the association of transitioning between states and time-updated demographic and clinical characteristics. Results: In total, 1842 participants were included. After multivariable adjustment, poor adherence [hazard ratio (HR) 1.88, 95% confidence interval (CI): 1.19 to 2.98) and stress (HR = 1.38; 95% CI: 1.04 to 1.83) were associated with transitions from suppressed to unsuppressed VL. Similarly, low adherence (HR = 1.52; 95% CI: 1.14 to 2.04) and stress (HR = 1.25; 95%: 1.03, 1.51) were associated with transitions from suppressed to unobserved states. Conclusions: Higher levels of stress and low adherence are associated with transitions to less favorable states of care. Interventions to manage stress and facilitate adherence may improve engagement in HIV care. Abstract : Supplemental Digital Content is Available in the Text. … (more)
- Is Part Of:
- Journal of acquired immune deficiency syndromes. Volume 76:Number 3(2017)
- Journal:
- Journal of acquired immune deficiency syndromes
- Issue:
- Volume 76:Number 3(2017)
- Issue Display:
- Volume 76, Issue 3 (2017)
- Year:
- 2017
- Volume:
- 76
- Issue:
- 3
- Issue Sort Value:
- 2017-0076-0003-0000
- Page Start:
- Page End:
- Publication Date:
- 2017-11-01
- Subjects:
- HIV -- engagement in care -- multi-state model
AIDS (Disease) -- Periodicals
Acquired Immunodeficiency Syndrome -- Periodicals
AIDS (Disease)
Periodicals
616.9792005 - Journal URLs:
- http://journals.lww.com/jaids/pages/default.aspx ↗
http://www.jaids.com ↗
http://journals.lww.com ↗ - DOI:
- 10.1097/QAI.0000000000001493 ↗
- Languages:
- English
- ISSNs:
- 1525-4135
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4644.422000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 8322.xml