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Sheehan DM, Ramírez-Ortiz D, Gwanzura T, Lewis PS, Ertl MM, Duncan DT, Swendeman D, Muñoz-Laboy M, Devieux JG, Trepka MJ. Daily Factors Associated with Antiretroviral Therapy Adherence Among Young Latino Sexual Minority Men with HIV: A 28-Day Daily Diary Study. AIDS Behav 2025:10.1007/s10461-025-04756-1. [PMID: 40369303 DOI: 10.1007/s10461-025-04756-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/30/2025] [Indexed: 05/16/2025]
Abstract
We assessed the relationship between same-day and next-day antiretroviral therapy (ART) adherence and adherence self-efficacy, daily routine disruptions, mental health, sleep, social support, substance use, and contextual factors in an ecological momentary assessment (EMA) study. Twenty-eight days of data from a convenience sample of 54 18-34-year-old young Latino sexual minority men (YLSMM) was used in generalized mixed models. Participants adhered to ARTs on 96% of 1,306 person-days. Daily motivation to stay healthy, to prevent HIV transmission, and ART self-efficacy were associated with same-day adherence. Routine disruptions, poor sleep, and drug use were associated with same-day non-adherence. Stress was associated with next-day non-adherence, and increased routine disruptions with non-adherence. Findings suggest an opportunity to design and test innovative interventions for YLSMM to improve ART adherence that increase daily adherence motivation and self-efficacy and provide real-time assistance during changes in routine, poor sleep, drug use, and stress.
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Affiliation(s)
- Diana M Sheehan
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 SW 8th St, AHC 5, Room 479, Miami, FL, 33199, USA.
| | - Daisy Ramírez-Ortiz
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 SW 8th St, AHC 5, Room 479, Miami, FL, 33199, USA
| | - Tendai Gwanzura
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 SW 8th St, AHC 5, Room 479, Miami, FL, 33199, USA
| | - Patrice S Lewis
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 SW 8th St, AHC 5, Room 479, Miami, FL, 33199, USA
| | - Melissa M Ertl
- Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | - Dustin T Duncan
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Dallas Swendeman
- Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, CA, USA
| | | | - Jessy G Devieux
- Department of Health Promotion and Disease Prevention, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL, USA
| | - Mary Jo Trepka
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 SW 8th St, AHC 5, Room 479, Miami, FL, 33199, USA
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Mergenova G, Davis A, Gilbert L, El‐Bassel N, Terlikbayeva A, Primbetova S, Nugmanova Z, Pala AN, Gustafson D, Rosenthal SL, Denebayeva AY, DeHovitz J. Mental health and cognition in relation to adherence to antiretroviral therapy among people living with HIV in Kazakhstan: a cross-sectional study. J Int AIDS Soc 2024; 27 Suppl 3:e26320. [PMID: 39030875 PMCID: PMC11258456 DOI: 10.1002/jia2.26320] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 06/06/2024] [Indexed: 07/22/2024] Open
Abstract
INTRODUCTION There is a research gap in how mental health and cognition are associated with antiretroviral treatment (ART) adherence among people living with HIV (PLWH) in Kazakhstan. METHODS We randomly selected and enrolled 230 PLWH from the Almaty City AIDS Center registry (June-November 2019) into a cross-sectional study. We examined associations between self-reported ART adherence for the last 1 and 2 weeks; the Adherence Self-Efficacy Scale (ASES) and symptoms of depression (Patient Health Questionnaire-9 [PHQ-9]), anxiety (Generalized Anxiety Disorder tool [GAD-7]), post-traumatic stress disorder (PTSD Checklist [PTSD]); cognitive function (PROMIS v2.0 Adult Cognitive Function 8a short form) and forgetfulness (Forgetfulness Assessment Inventory). We used cut points of ≥5 for at least mild and ≥10 for at least moderate symptom severity for PHQ-9 and GAD-7 and of ≥44 for PTSD. Logistic and linear regression analyses were used. RESULTS Participants' median age was 40.0 (IQR: 34-47) with 40.9% (n = 94) of females in the sample. Those who missed at least one pill for the last 2 weeks had higher odds of reporting at least mild depression (aOR = 3.34, 95% CI: 1.22-9.11, p < 0.05); mild anxiety (aOR = 3.27, 95% CI: 1.20-8.92, p < 0.05); and PTSD (aOR = 4.04, 95% CI: 1.15-14.21, p < 0.05) symptoms. Participants who missed at least one pill for the last week had higher odds of at least mild depression (aOR = 7.74, 95% CI: 1.31-45.7, p < 0.05), moderate anxiety (aOR = 21.33, 95% CI: 3.24-140.33, p < 0.005) and PTSD (aOR = 13.81, 95% CI: 2.36-80.84, p < 0.005) symptoms. Participants with better cognitive function had lower odds of non-adherence over the last week (aOR = 0.88, 95% CI: 0.81-0.96, p < 0.005) and higher ASES scores (β = 0.26, 95% CI: 0.13-0.40, p < 0.005). Poor memory was associated with higher odds of non-adherence over the last week (aOR = 4.64, 95% CI: 1.76-12.24, p < 0.005) and lower ASES score (β = -0.31, 95% CI: -0.45 to 0.16, p < 0.005). Those who had at least mild depression (β = -0.21, 95% CI: -0.35 to -0.07, p < 0.005); moderate anxiety (β = -0.21, 95% CI: -0.34 to -0.07, p < 0.005) and PTSD (β = -0.19, 95% CI: -0.33 to -0.05, p < 0.005) symptoms had lower ASES scores. CONCLUSIONS Depression, anxiety and PTSD symptoms, poorer cognition, and forgetfulness were associated with poorer ART adherence and worse adherence self-efficacy. It is crucial to assess and treat mental illness and provide support for PLWH with worsened cognition to enhance ART adherence.
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Affiliation(s)
- Gaukhar Mergenova
- Global Health Research Center of Central AsiaAlmatyKazakhstan
- Asfendiyarov Kazakh National Medical UniversityAlmatyKazakhstan
| | - Alissa Davis
- Columbia University School of Social WorkColumbia UniversityNew York CityNew YorkUSA
| | - Louisa Gilbert
- Columbia University School of Social WorkColumbia UniversityNew York CityNew YorkUSA
| | - Nabila El‐Bassel
- Columbia University School of Social WorkColumbia UniversityNew York CityNew YorkUSA
| | | | | | | | - Andrea Norcini Pala
- Columbia University School of Social WorkColumbia UniversityNew York CityNew YorkUSA
| | - Deborah Gustafson
- State University of New York Downstate Health Sciences UniversityBrooklynNew YorkUSA
| | - Susan L. Rosenthal
- Department of Pediatrics and PsychiatryVagelos College of Physicians and SurgeonsColumbia University Irving Medical CenterNew York CityNew YorkUSA
| | | | - Jack DeHovitz
- State University of New York Downstate Health Sciences UniversityBrooklynNew YorkUSA
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Coffman DL, Dziak JJ, Litson K, Chakraborti Y, Piper ME, Li R. A Causal Approach to Functional Mediation Analysis with Application to a Smoking Cessation Intervention. MULTIVARIATE BEHAVIORAL RESEARCH 2023; 58:859-876. [PMID: 36622859 PMCID: PMC10966971 DOI: 10.1080/00273171.2022.2149449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
The increase in the use of mobile and wearable devices now allows dense assessment of mediating processes over time. For example, a pharmacological intervention may have an effect on smoking cessation via reductions in momentary withdrawal symptoms. We define and identify the causal direct and indirect effects in terms of potential outcomes on the mean difference and odds ratio scales, and present a method for estimating and testing the indirect effect of a randomized treatment on a distal binary variable as mediated by the nonparametric trajectory of an intensively measured longitudinal variable (e.g., from ecological momentary assessment). Coverage of a bootstrap test for the indirect effect is demonstrated via simulation. An empirical example is presented based on estimating later smoking abstinence from patterns of craving during smoking cessation treatment. We provide an R package, funmediation, available on CRAN at https://cran.r-project.org/web/packages/funmediation/index.html, to conveniently apply this technique. We conclude by discussing possible extensions to multiple mediators and directions for future research.
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Affiliation(s)
- Donna L Coffman
- Department of Epidemiology and Biostatistics, Temple University
| | - John J Dziak
- Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University
| | - Kaylee Litson
- Instructional Technology & Learning Sciences Department, Utah State University
| | | | - Megan E Piper
- Center for Tobacco Research Intervention, University of Wisconsin
| | - Runze Li
- Department of Statistics, The Pennsylvania State University
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Hart MJ, Brown MJ, Harrison SE, Nkwonta CA, James T, Kaur A. "Is it worth living?" psychosocial challenges of childhood sexual abuse survivors aging with HIV. AIDS Care 2023; 35:359-365. [PMID: 35468013 PMCID: PMC9592683 DOI: 10.1080/09540121.2022.2068494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 04/13/2022] [Indexed: 10/18/2022]
Abstract
Older adults living with HIV (OALH) undergo challenges such as comorbidities, social isolation, and "double stigma" associated with their HIV and aging statuses. Simultaneously, research has shown that experiences of childhood sexual abuse (CSA) continue to impact the quality of life across the lifespan and may pose unique hardships for older adults. Despite the high prevalence of trauma among people living with HIV, research examining the psychosocial challenges of OALH with a CSA history is scant. To address this gap in the literature, this study aimed to explore psychosocial challenges among OALH who are CSA survivors using a qualitative approach. Twenty-four in-depth, semi-structured interviews were completed with OALH (age 50 years and older) who reported histories of CSA. Multiple coders and an inductive coding process were employed for data analysis. Four main themes regarding psychosocial challenges emerged from the analysis: (1) depression and suicidal ideation, (2) fear and anxiety, (3) social support issues, and (4) memory issues. The authors discuss the implications of these findings and the importance of trauma-informed treatment for these individuals.
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Affiliation(s)
- Mackenzie J. Hart
- Department of Psychology, College of Arts and Sciences, University of South Carolina, Columbia, South Carolina
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Monique J. Brown
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
- Rural and Minority Health Research Center, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
- Office for the Study on Aging, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Sayward E. Harrison
- Department of Psychology, College of Arts and Sciences, University of South Carolina, Columbia, South Carolina
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Chigozie A. Nkwonta
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Titilayo James
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
| | - Amandeep Kaur
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
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Freeman R, Gwadz M, Francis K, Hoffeld E. Forgetting to take HIV antiretroviral therapy: a qualitative exploration of medication adherence in the third decade of the HIV epidemic in the United States. SAHARA J 2021; 18:113-130. [PMID: 34654350 PMCID: PMC8525920 DOI: 10.1080/17290376.2021.1989021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Optimal adherence to HIV antiretroviral therapy (ART) is challenging, and racial/ethnic disparities in adherence rates are substantial. The most common reason persons living with HIV (PLWH) give for missed ART doses is forgetting. We took a qualitative exploratory approach to describe, from the perspectives of African American/Black and Hispanic/Latino PLWH, what it means to forget to take ART and factors that influence forgetting. Participants (N = 18) were purposively sampled for maximum variability and engaged in semi-structured/in-depth interviews on HIV/ART management. The analysis took a directed content analysis approach. Participants were mostly male (56%) and African American/Black (79%), between 50 and 69 years old, and had lived with HIV for an average of 21 years. Findings were organised into six inter-related themes: (1) forgetting to take ART was a shorthand description of a complex phenomenon, but rarely a simple lapse of memory; (2) ‘forgetting’ was means of managing negative emotions associated with HIV; (3) life events triggered mental health distress/substance use which disrupted adherence; (4) historical traumatic events (including AZT monotherapy) and recent trauma/loss contributed to forgetting; (5) patient-provider interactions could support or impede adherence; and (6) intrinsic motivation was fundamental. Implications for HIV social service and health care settings are described.
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Affiliation(s)
- R Freeman
- Independent Consultant, Brooklyn, NY, USA
| | - M Gwadz
- New York University Silver School of Social Work, New York, NY, USA.,Centre for Drug Use and HIV Research (CDUHR), New York University School of Global Public Health, New York, NY, USA
| | - K Francis
- New York University Silver School of Social Work, New York, NY, USA
| | - E Hoffeld
- New York University Silver School of Social Work, New York, NY, USA
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Frain J. Considering the Impact of Aging When Caring For and Treating Adults With HIV. J Gerontol Nurs 2021; 46:31-40. [PMID: 32219455 DOI: 10.3928/00989134-20200304-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 11/11/2019] [Indexed: 11/20/2022]
Abstract
The current study investigates how age impacts factors associated with successfully managing HIV. One hundred thirty adults with HIV were recruited for the study. Participants were divided into two groups, those age ≥50 and those age <50. Cognitive impairment and depressive symptoms were seen at higher rates in older adults, and the severity of depressive symptoms was also higher in older adults. Depressive symptoms impacted cognitive function to a higher degree in older adults compared to younger adults (r = -0.293, p = 0.018 vs. r = -0.109, p = 0.387). Polypharmacy was a greater concern in older adults, with 88% having polypharmacy compared with 60% of younger adults. Similarly, the prevalence of comorbidities was more than double in older adults compared to younger adults. Factors associated with aging complicate management of HIV. Gaining insight into the challenges of caring for this population will furnish nurses with information necessary to provide the best possible care for this growing population. [Journal of Gerontological Nursing, 46(4), 31-40.].
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Bannon S, Greenberg J, Mace RA, Locascio JJ, Vranceanu A. The role of social isolation in physical and emotional outcomes among patients with chronic pain. Gen Hosp Psychiatry 2021; 69:50-54. [PMID: 33540223 PMCID: PMC7979493 DOI: 10.1016/j.genhosppsych.2021.01.009] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 01/13/2021] [Accepted: 01/19/2021] [Indexed: 02/05/2023]
Abstract
OBJECTIVE Social isolation negatively impacts early-disease processes and long-term health. Individuals with chronic pain are more vulnerable to social isolation, which exacerbates symptoms. It is currently unclear whether: 1. group-based programs for chronic pain improve social isolation, 2. improvements in social isolation account for improvements in outcomes. This study involved secondary data analysis of participants in a 10-week mind-body physical activity program. We examined whether social isolation improved during treatment, and whether such improvements accounted for improvements in emotional and physical functioning. METHODS Participants (N = 82) with chronic pain were randomized to a group-based mind-body physical activity intervention with (GetActive-Fitbit; n = 41) or without a Fitbit device (GetActive; n = 41). Participants completed self-reported measures of social isolation, emotional functioning (depression and anxiety symptoms), and multimodal physical functioning (self-report, performance-based, and objective). We used linear mixed effects modeling to examine pre-post treatment changes in social isolation and whether these changes accounted for improvements in emotional and physical functioning. RESULTS Both interventions were associated with significant and comparable improvements in social isolation from baseline to end of treatment, and improvements in social isolation accounted for significant improvements in self-reported emotional and physical functioning. CONCLUSION Interventions may target social isolation in chronic pain to optimize treatment outcomes.
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Affiliation(s)
- Sarah Bannon
- Integrated Brain Health Clinical and Research Program, Massachusetts General Hospital, Boston, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Jonathan Greenberg
- Integrated Brain Health Clinical and Research Program, Massachusetts General Hospital, Boston, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Ryan A. Mace
- Integrated Brain Health Clinical and Research Program, Massachusetts General Hospital, Boston, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Joseph J. Locascio
- Harvard Medical School, Boston, MA, USA,Department of Biostatistics, Massachusetts General Hospital, Boston, MA, USA,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - AnaMaria Vranceanu
- Integrated Brain Health Clinical and Research Program, Massachusetts General Hospital, Boston, MA, USA,Harvard Medical School, Boston, MA, USA,Corresponding author at: Integrated Brain Health Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital/ Harvard Medical School, One Bowdoin Square, 1st Floor, Suite 100, USA., (A.-M. Vranceanu)
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Physical Activity, Depression, and Antiretroviral Therapy Adherence Among People Living With HIV: A Mediation Analysis. J Assoc Nurses AIDS Care 2020; 30:556-562. [PMID: 30633084 DOI: 10.1097/jnc.0000000000000045] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The aim of our study was to explore the relationships between physical activity, depression, and antiretroviral therapy (ART) adherence. Data were obtained from a randomized controlled trial of people living with HIV (N = 658) in China. Ordinal regression and logistic regression analyses were performed to examine associations between ART adherence, depression, and physical activity. A better ART adherence was associated with higher levels of physical activity (adjusted odds ratio [aOR] = 1.36, 95% confidence interval [CI] = 1.02-1.80) and lower levels of depression (aOR = 0.95, 95% CI = 0.92-0.99). Higher levels of physical activity were also associated with lower levels of depression (aOR = 0.50, 95% CI = 0.32-0.76). Sobel Z test indicated the mediating effect of depression between physical activity and ART adherence (Sobel Z = 1.96, p < .05). This study suggests the benefit of appropriate levels of physical activity to promote both psychological health and ART adherence in people living with HIV.
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Wali N, Renzaho A, Wang X, Atkins B, Bhattacharya D. Do interventions to improve adherence to antiretroviral therapy recognise diversity? A systematic review. AIDS Care 2020; 33:1379-1393. [PMID: 32847386 DOI: 10.1080/09540121.2020.1811198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
People living with HIV (PLWH) are often culturally and linguistically diverse populations; these differences are associated with differing barriers to antiretroviral therapy (ART) adherence. Cultural competence measures the extent to which trial design recognises this diversity. This systematic review aimed to determine whether adherence trial participants represent the diversity of PLWH. Randomised Controlled Trials in Organisation for Economic Co-operation and Development countries to improve ART adherence were eligible. We searched MEDLINE, EMBASE, and Cochrane Database of Systematic Reviews. For all included trials, we searched for their development, testing and evaluation studies. We compared trial participant characteristics with nationally reported PLWH data. We appraised trial cultural competence against ten criteria; scoring each criterion as 0, 1 or 2 indicating cultural blindness, pre-competence or competence respectively. For 80 included trials, a further 13 studies presenting development/testing/evaluation data for the included trials were identified. Only one of the 80 included studies reported trial participants representative of the country's population of PLWH. The median (IQ) cultural competence score was 2.5 (1.0, 4.0) out of 20. HIV adherence trial participants are not reflective of the population with HIV, which may be due to limited adoption of culturally competent research methods.
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Affiliation(s)
- Nidhi Wali
- School of Social Sciences and Psychology, Western Sydney University, Sydney, Australia
| | - Andre Renzaho
- School of Social Sciences and Psychology, Western Sydney University, Sydney, Australia
| | - Xia Wang
- School of Pharmacy, University of East Anglia, Norwich, UK
| | - Bethany Atkins
- School of Pharmacy, University of East Anglia, Norwich, UK
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Satinsky EN, Doran K, Felton JW, Kleinman M, Dean D, Magidson JF. Adapting a peer recovery coach-delivered behavioral activation intervention for problematic substance use in a medically underserved community in Baltimore City. PLoS One 2020; 15:e0228084. [PMID: 32004328 PMCID: PMC6993963 DOI: 10.1371/journal.pone.0228084] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 01/07/2020] [Indexed: 01/01/2023] Open
Abstract
Low-income, racial/ethnic minority groups have disproportionately high rates of problematic substance use yet face barriers in accessing evidence-based interventions (EBIs). Peer recovery coaches (PRCs), individuals with lived experience with problematic substance use, may provide an effective approach to reaching these individuals. Traditionally PRCs have focused on bridging to other types of care rather than delivering EBIs themselves. The aim of this study was to assess perceptions of the appropriateness of a PRC-delivered adapted behavioral activation (BA) intervention to reduce problematic substance use for individuals not engaged in care. This study was conducted at a community resource center in Baltimore, Maryland serving low-income and homeless clients who have high rates of problematic substance use yet also face barriers to accessing care. Guided by the ADAPT-ITT framework, we conducted semi-structured key informant interviews with clients (n = 30) with past or present problematic substance use, and a focus group with community providers, including staff at the community resource center (n = 5) and PRCs (n = 6) from the community. Thirty percent (n = 9) of clients interviewed reported past problematic substance use and 70% (n = 21) met criteria for current use, most commonly cocaine and opioids. Clients, center staff, and PRCs shared that PRC-delivered BA could be acceptable and appropriate with suggested adaptations, including adding peer-delivered case-management and linkage to care alongside BA, and tailoring BA to include activities that are accessible and feasible in the community. These findings will inform the adaptation of PRC-delivered BA to address problematic substance use in this setting.
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Affiliation(s)
- Emily N. Satinsky
- Department of Psychology, University of Maryland, College Park, Maryland, United States of America
| | - Kelly Doran
- Department of Nursing, University of Maryland, Baltimore, Maryland, United States of America
| | - Julia W. Felton
- Department of Public Health, Michigan State University, Flint, Michigan, United States of America
| | - Mary Kleinman
- Department of Psychology, University of Maryland, College Park, Maryland, United States of America
| | - Dwayne Dean
- Department of Nursing, University of Maryland, Baltimore, Maryland, United States of America
| | - Jessica F. Magidson
- Department of Psychology, University of Maryland, College Park, Maryland, United States of America
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Closson K, Osborne C, Smith DM, Kesselring S, Eyawo O, Card K, Sereda P, Jabbari S, Franco-Villalobos C, Ahmed T, Gabler K, Patterson T, Hull M, Montaner JSG, Hogg RS. Correction to: Factors Associated with Mood Disorder Diagnosis Among a Population Based Cohort of Men and Women Living With and Without HIV in British Columbia Between 1998 and 2012. AIDS Behav 2020; 24:345-355. [PMID: 31820184 DOI: 10.1007/s10461-019-02693-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Using data from the Comparison of Outcomes and Service Utilization Trends (COAST) study we examined factors associated with mood disorder diagnosis (MDD) among people living with HIV (PLHIV) and HIV-negative individuals in British Columbia, Canada. MDD cases were identified between 1998 and 2012 using International Classification of Disease 9 and 10 codes. A total of 491,796 individuals were included and 1552 (23.7%) and 60,097 (12.4%) cases of MDD were identified among the HIV-positive and HIV-negative populations, respectively. Results showed HIV status was associated with greater odds of MDD among men and lower odds among women. Among PLHIV, MDD was significantly associated with: identifying as gay, bisexual or other men who have sex with men compared to heterosexuals; higher viral load; history of injection drug use; and concurrent anxiety, dysthymia, and substance use disorders. Findings highlight the need for comprehensive and holistic HIV and mental health care.
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Affiliation(s)
- Kalysha Closson
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada.
| | - Chuck Osborne
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | | | - Sarah Kesselring
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Oghenowede Eyawo
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Kiffer Card
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Paul Sereda
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Shahab Jabbari
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Conrado Franco-Villalobos
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Tareq Ahmed
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Karyn Gabler
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | | | - Mark Hull
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- University of British Columbia, Vancouver, Canada
| | - Julio S G Montaner
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- University of British Columbia, Vancouver, Canada
| | - Robert S Hogg
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
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Moitra E, Tarantino N, Garnaat SL, Pinkston MM, Busch AM, Weisberg RB, Stein MD, Uebelacker LA. Using behavioral psychotherapy techniques to address HIV patients' pain, depression, and well-being. ACTA ACUST UNITED AC 2019; 57:83-89. [PMID: 31670530 DOI: 10.1037/pst0000258] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
For persons with HIV (PWH), aims of psychotherapy can extend beyond HIV-related topics. Issues such as HIV stigmatization and disclosure and HIV-related self-care including treatment adherence might be ongoing concerns, but patients often need support to develop skills to manage other problems, whether functional or psychiatric. In the context of an ongoing randomized clinical trial, we delivered an individual, behavioral activation-based intervention to PWH with comorbid chronic pain and depression. Our primary treatment target was to reduce pain-related interference in physical and psychosocial functioning. Throughout the course of the 7-session intervention, clinicians used 4 core strategies to help patients improve a variety of domains related to their health and well-being: (a) teaching value-based goal setting, (b) developing skills to be an activated and informed patient, (c) focusing on changing behavior despite discomfort, and, (d) facilitating access to care (e.g., flexible scheduling and primarily phone sessions). The application of these strategies to HIV-related and non-HIV-related problems are presented to illustrate how and when clinicians can utilize these strategies. These practical lessons will inform a flexible approach to helping PWH address a myriad of health and functional issues related to their overall well-being. (PsycINFO Database Record (c) 2020 APA, all rights reserved).
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Abstract
Black people living with HIV (BPLWH) are less likely to adhere to antiretroviral treatment than are members of other racial/ethnic groups. Data were combined from two studies of BPLWH (n = 239) to estimate adherence trajectories using a semiparametric, group-based modeling strategy over three time-points (spanning 6 months). Analyses identified three groups of individuals (high-stable, moderately low-stable, low-decreasing). Multinomial logistic regressions were used to predict trajectory membership with multiple levels of socio-ecological factors (structural, institutional/health system, community, interpersonal/network, individual). Older age was associated with being in the high-stable group, whereas substance use, lower perceived treatment effectiveness, and lower quality healthcare ratings were related to being in the moderately low-stable group. In sum, multiple socio-ecological factors contribute to adherence among BPLWH and thus could be targeted in future intervention efforts.
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14
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Hill LM, Golin CE, Gottfredson NC, Pence BW, DiPrete B, Carda-Auten J, Groves JS, Napravnik S, Wohl D, Knight K, Flynn PM. Drug Use Mediates the Relationship Between Depressive Symptoms and Adherence to ART Among Recently Incarcerated People Living with HIV. AIDS Behav 2019; 23:2037-2047. [PMID: 30535731 DOI: 10.1007/s10461-018-2355-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Depression is a known risk factor for antiretroviral therapy (ART) non-adherence, but little is known about the mechanisms explaining this relationship. Identifying these mechanisms among people living with HIV (PLHIV) after release from prison is particularly important, as individuals during this critical period are at high risk for both depression and poor ART adherence. 347 PLHIV recently released from prison in North Carolina and Texas were included in analyses to assess mediation of the relationship between depressive symptoms at 2 weeks post-release and ART adherence (assessed by unannounced telephone pill counts) at weeks 9-21 post-release by the hypothesized explanatory mechanisms of alcohol use, drug use, adherence self-efficacy, and adherence motivation (measured at weeks 6 and 14 post-release). Indirect effects were estimated using structural equation models with maximum likelihood estimation and bootstrapped confidence intervals. On average, participants achieved 79% ART adherence. The indirect effect of depression on adherence through drug use was statistically significant; greater symptoms of depression were associated with greater drug use, which was in turn associated with lower adherence. Lower adherence self-efficacy was associated with depressive symptoms, but not with adherence. Depression screening and targeted mental health and substance use services for depressed individuals at risk of substance use constitute important steps to promote adherence to ART after prison release.
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Affiliation(s)
- Lauren M Hill
- Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Carol E Golin
- Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Nisha C Gottfredson
- Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Brian W Pence
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Bethany DiPrete
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jessica Carda-Auten
- Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jennifer S Groves
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sonia Napravnik
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David Wohl
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kevin Knight
- Department of Psychology, Texas Christian University, Fort Worth, TX, USA
| | - Patrick M Flynn
- Department of Psychology, Texas Christian University, Fort Worth, TX, USA
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15
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Hanass-Hancock J, Carpenter B, Myezwa H. The missing link: exploring the intersection of gender, capabilities, and depressive symptoms in the context of chronic HIV. Women Health 2019; 59:1212-1226. [PMID: 31043146 DOI: 10.1080/03630242.2019.1607799] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Depressive symptoms occur frequently among people living with HIV, especially women. These symptoms are associated with human, social, financial, and physical/natural capabilities and life stressors that differ between women and men. However, the link between depressive symptoms and functional limitations/disability is seldom discussed in the context of HIV, especially for gender-specific relationships. A cross-sectional survey of 1042 people living with HIV and using long-term antiretroviral therapy (ART) in South Africa was conducted from June to August 2014 to investigate the associations of disability, human, social, physical/natural, and financial capabilities, health, and adherence to ART, including possible gender-specific factors. Socio-demographic information, capabilities, health indicators, functional limitations/disability, and depressive symptoms (CES-D 10) were measured. We applied descriptive and bivariate statistics and multiple regression. Overall, 26% of people presented with depressive symptoms. Greater functional limitations and health symptoms and lower food security were strongly associated with depressive symptoms, while associations with financial capital and body mass index were gender-specific. The results call for the improvement of comprehensive care, including gender-sensitive mental health interventions. The results further indicate that functional limitations/disability needs to be considered, along with linking rehabilitation and livelihood programs with comprehensive HIV-care, in particular for those who experience depressive symptoms.
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Affiliation(s)
- Jill Hanass-Hancock
- HIV Prevention Research Unit, South African Medical Research Council, Cape Town, South Africa.,College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Bradley Carpenter
- HIV Prevention Research Unit, South African Medical Research Council, Cape Town, South Africa.,College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Hellen Myezwa
- Department of Physiotherapy, University of the Witwatersrand, Johannesburg, South Africa
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16
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Pokhrel KN, Pokhrel KG, Sharma VD, Poudel KC, Neupane SR, Mlunde LB, Jimba M. Mental health disorders and substance use among people living with HIV in Nepal: their influence on non-adherence to anti-retroviral therapy. AIDS Care 2019; 31:923-931. [PMID: 30835503 DOI: 10.1080/09540121.2019.1587365] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
People living with HIV often experience mental health disorders and engage in substance use. Evidence, however, is limited about the influence of mental health disorders and substance use on non-adherence to ART. We conducted a cross-sectional study among 682 HIV-positive people on ART in Nepal. We measured their depressive symptoms, anxiety, stress levels, substance use, and non-adherence to ART. We developed logistic regression models to examine the association of mental health disorders and substance use with non-adherence to ART. Experiencing depressive symptoms was positively associated with ART non-adherence among HIV-positive people (men: AOR = 2.77, p = .001; women: AOR = 3.69, p = .001). Additionally, both men and women were more likely to have non-adherence to ART when they had anxiety (men: AOR = 2.19, p = .022; women AOR = 2.83, p = .001) and higher stress scores (men: AOR = 1.11, p = .001; women: AOR = 1.08, p = .001). While substance use was associated with non-adherence only in HIV-positive men (AOR = 3.12, p < .001). Depressive symptoms, anxiety, and high level of stress had negative roles on adherence in HIV-positive men and women. While substance use had a negative role on ART adherence among men only. Results highlight that the HIV-positive people should be screened and provided treatment and psychosocial support while providing ART services to improve their medication adherence.
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Affiliation(s)
| | | | - Vidya Dev Sharma
- b Department Psychiatry and Mental Health , Institute of Medicine, Tribhuwan University , Kathmandu , Nepal
| | - Krishna Chandra Poudel
- c Department of Health Promotion and Policy , School of Public Health and Health Sciences, University of Massachusetts , Amherst , MA , USA
| | | | | | - Masamine Jimba
- e Department of Community and Global Health , Graduate School of Medicine, The University of Tokyo , Tokyo , Japan
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17
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Hartman L, Lems WF, Boers M. Outcome measures for adherence data from a medication event monitoring system: A literature review. J Clin Pharm Ther 2018; 44:1-5. [PMID: 30171815 PMCID: PMC7379515 DOI: 10.1111/jcpt.12757] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 07/12/2018] [Accepted: 07/26/2018] [Indexed: 12/14/2022]
Abstract
WHAT IS KNOWN Currently, medication bottles with an electronic cap are frequently used to measure medication adherence. This system is termed medication event monitoring system (MEMS). To our knowledge, the optimal method to summarize data from MEMS has not yet been determined. OBJECTIVE Look for best practices on how to quantify adherence data from MEMS. METHODS Review of PubMed, Embase and Cochrane databases for the articles on medication adherence with MEMS. RESULTS Of 1493 identified articles, 207 were included in this review. The MEMS cap was used for a median of 3 months (IQR: 4; range: 1 week to 24 months) in various health conditions. Many different outcome measures were used. Most studies computed an adherence score, expressed as the percentage of days on which the correct dose of medication was taken. The threshold to mark people as adherent was most frequently, arbitrarily, set at 80% (range: 67%-95%). We found no data to support a specific threshold. DISCUSSION Although the commonly used definition of adherence has face validity, we found no validation studies, and not all studies used the same cut-off for adherence. Ideally, a cut-off should be defined and validated in the context of the specific drug and its pharmacokinetic and dynamic characteristics, and perhaps other contextual factors, rather than generically. In addition, there was large heterogeneity in the definition of what "correct intake" of medication is. WHAT IS NEW AND CONCLUSION Outcome measures for MEMS data lacked standardization, and no demonstrable effort to validate any definition against a relevant clinical outcome is available. Consensus on the definition of adherence is urgently needed.
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Affiliation(s)
- Linda Hartman
- Amsterdam Rheumatology and Immunology Center, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Willem F Lems
- Amsterdam Rheumatology and Immunology Center, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Maarten Boers
- Amsterdam Rheumatology and Immunology Center, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.,Department of Epidemiology and Biostatistics, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
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18
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Yu Y, Luo D, Chen X, Huang Z, Wang M, Xiao S. Medication adherence to antiretroviral therapy among newly treated people living with HIV. BMC Public Health 2018; 18:825. [PMID: 29973167 PMCID: PMC6030792 DOI: 10.1186/s12889-018-5731-z] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 06/21/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Free antiretroviral therapy has been implemented in China since 2004, but adherence to antiretroviral therapy among people living with HIV is suboptimal. The effectiveness of antiretroviral therapy is subject to medication adherence, which decreases with prolonged treatment times. The aim of this study was to investigate medication adherence and related factors among people living with HIV with newly initiated antiretroviral therapy. METHODS This observational study was conducted in consecutive samples of people living with HIV who had newly initiated antiretroviral therapy. Participants were recruited between March 1, 2013, and August 31, 2014, from the local Center for Disease Control and Prevention and Infectious Disease hospital in a capital city in central China. A standard set of questionnaires was adopted, including the Community Programs for Clinical Research on AIDS Antiretroviral Medications and Self-Report Questionnaire (CPCRA), the Patient Health Questionnaire-9 (PHQ-9) and the 7-item Generalized Anxiety Disorder Scale (GAD-7). T-test, Chi square test and multivariate logistic regression analysis with backward stepwise were performed to explore factors that might influence medication adherence. RESULTS Of the 207 participants, 85.5% of the participants (177/207) were categorized with good adherence, and 14.5% (30/207) with poor adherence. The multivariate logistic regression analyses showed that participants with positive depression (OR = 5.95, 95% CI: 2.34-15.11) and without disclosure of their HIV status to others (OR = 2.62, 95% CI: 1.06-6.50) were more susceptible to poor adherence. CONCLUSIONS One-sixth of the participants reported suboptimal medication adherence within the first 6 months. Factors associated with poor adherence included non-disclosure of their HIV status, had positive depression. Tailored interventions, such as effective psychological coping strategies, should be implemented for people living with HIV with newly initiated antiretroviral therapy to improve their medication adherence.
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Affiliation(s)
- Yang Yu
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha, 410078 China
| | - Dan Luo
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha, 410078 China
| | - Xi Chen
- Hunan Provincial Center for Disease Prevention and Control, Changsha, China
| | - Zhulin Huang
- Changsha Center for Disease Prevention and Control, Changsha, China
| | - Min Wang
- HIV/AIDS Research Institute, The First Hospital of Changsha, Changsha, China
| | - Shuiyuan Xiao
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha, 410078 China
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19
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Closson K, Osborne C, Smith DM, Kesselring S, Eyawo O, Card K, Sereda P, Jabbari S, Franco-Villalobos C, Ahmed T, Gabler K, Patterson T, Hull M, Montaner JSG, Hogg RS. Factors Associated with Mood Disorder Diagnosis Among a Population Based Cohort of Men and Women Living With and Without HIV in British Columbia Between 1998 and 2012. AIDS Behav 2018; 22:1530-1540. [PMID: 28612214 DOI: 10.1007/s10461-017-1825-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Using data from the Comparison of Outcomes and Service Utilization Trends (COAST) study we examined factors associated with mood disorder diagnosis (MDD) among people living with HIV (PLHIV) and HIV-negative individuals in British Columbia, Canada. MDD cases were identified between 1998 and 2012 using International Classification of Disease 9 and 10 codes. A total of 491,796 individuals were included and 1552 (23.7%) and 60,097 (12.4%) cases of MDD were identified among the HIV-positive and HIV-negative populations, respectively. Results showed HIV status was associated with greater odds of MDD among men and lower odds among women. Among PLHIV, MDD was significantly associated with: identifying as gay, bisexual or other men who have sex with men compared to heterosexuals; higher viral load; history of injection drug use; and concurrent anxiety, dysthymia, and substance use disorders. Findings highlight the need for comprehensive and holistic HIV and mental health care.
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20
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Miočević M, Gonzalez O, Valente MJ, MacKinnon DP. A Tutorial in Bayesian Potential Outcomes Mediation Analysis. STRUCTURAL EQUATION MODELING : A MULTIDISCIPLINARY JOURNAL 2018; 25:121-136. [PMID: 29910595 PMCID: PMC5999040 DOI: 10.1080/10705511.2017.1342541] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Statistical mediation analysis is used to investigate intermediate variables in the relation between independent and dependent variables. Causal interpretation of mediation analyses is challenging because randomization of subjects to levels of the independent variable does not rule out the possibility of unmeasured confounders of the mediator to outcome relation. Furthermore, commonly used frequentist methods for mediation analysis compute the probability of the data given the null hypothesis, which is not the probability of a hypothesis given the data as in Bayesian analysis. Under certain assumptions, applying the potential outcomes framework to mediation analysis allows for the computation of causal effects, and statistical mediation in the Bayesian framework gives indirect effects probabilistic interpretations. This tutorial combines causal inference and Bayesian methods for mediation analysis so the indirect and direct effects have both causal and probabilistic interpretations. Steps in Bayesian causal mediation analysis are shown in the application to an empirical example.
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Affiliation(s)
- Milica Miočević
- Department of Methodology and Statistics, Utrecht University
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21
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Gwadz MV, Collins LM, Cleland CM, Leonard NR, Wilton L, Gandhi M, Scott Braithwaite R, Perlman DC, Kutnick A, Ritchie AS. Using the multiphase optimization strategy (MOST) to optimize an HIV care continuum intervention for vulnerable populations: a study protocol. BMC Public Health 2017; 17:383. [PMID: 28472928 PMCID: PMC5418718 DOI: 10.1186/s12889-017-4279-7] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 04/21/2017] [Indexed: 12/10/2023] Open
Abstract
BACKGROUND More than half of persons living with HIV (PLWH) in the United States are insufficiently engaged in HIV primary care and not taking antiretroviral therapy (ART), mainly African Americans/Blacks and Hispanics. In the proposed project, a potent and innovative research methodology, the multiphase optimization strategy (MOST), will be employed to develop a highly efficacious, efficient, scalable, and cost-effective intervention to increase engagement along the HIV care continuum. Whereas randomized controlled trials are valuable for evaluating the efficacy of multi-component interventions as a package, they are not designed to evaluate which specific components contribute to efficacy. MOST, a pioneering, engineering-inspired framework, addresses this problem through highly efficient randomized experimentation to assess the performance of individual intervention components and their interactions. We propose to use MOST to engineer an intervention to increase engagement along the HIV care continuum for African American/Black and Hispanic PLWH not well engaged in care and not taking ART. Further, the intervention will be optimized for cost-effectiveness. A similar set of multi-level factors impede both HIV care and ART initiation for African American/Black and Hispanic PLWH, primary among them individual- (e.g., substance use, distrust, fear), social- (e.g., stigma), and structural-level barriers (e.g., difficulties accessing ancillary services). Guided by a multi-level social cognitive theory, and using the motivational interviewing approach, the study will evaluate five distinct culturally based intervention components (i.e., counseling sessions, pre-adherence preparation, support groups, peer mentorship, and patient navigation), each designed to address a specific barrier to HIV care and ART initiation. These components are well-grounded in the empirical literature and were found acceptable, feasible, and promising with respect to efficacy in a preliminary study. METHODS/DESIGN Study aims are: 1) using a highly efficient fractional factorial experimental design, identify which of five intervention components contribute meaningfully to improvement in HIV viral suppression, and secondary outcomes of ART adherence and engagement in HIV primary care; 2) identify mediators and moderators of intervention component efficacy; and 3) using a mathematical modeling approach, build the most cost-effective and efficient intervention package from the efficacious components. A heterogeneous sample of African American/Black and Hispanic PLWH (with respect to age, substance use, and sexual minority status) will be recruited with a proven hybrid sampling method using targeted sampling in community settings and peer recruitment (N = 512). DISCUSSION This is the first study to apply the MOST framework in the field of HIV prevention and treatment. This innovative study will produce a culturally based HIV care continuum intervention for the nation's most vulnerable PLWH, optimized for cost-effectiveness, and with exceptional levels of efficacy, efficiency, and scalability. TRIAL REGISTRATION ClinicalTrials.gov, NCT02801747 , Registered June 8, 2016.
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Affiliation(s)
- Marya Viorst Gwadz
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA.
| | - Linda M Collins
- The Methodology Center and Department of Human Development and Family Studies, Pennsylvania State University, State College, Pennsylvania, PA, USA
| | - Charles M Cleland
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Noelle R Leonard
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Leo Wilton
- Department of Human Development, State University of New York at Binghamton, Binghamton, NY, USA
- Faculty of Humanities, University of Johannesburg, Johannesburg, South Africa
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, School of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - R Scott Braithwaite
- Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - David C Perlman
- Department of Infectious Diseases, Mount Sinai Beth Israel, New York, NY, USA
| | - Alexandra Kutnick
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Amanda S Ritchie
- Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA
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22
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Corless IB, Hoyt AJ, Tyer-Viola L, Sefcik E, Kemppainen J, Holzemer WL, Eller LS, Nokes K, Phillips JC, Dawson-Rose C, Rivero-Mendez M, Iipinge S, Chaiphibalsarisdi P, Portillo CJ, Chen WT, Webel AR, Brion J, Johnson MO, Voss J, Hamilton MJ, Sullivan KM, Kirksey KM, Nicholas PK. 90-90-90-Plus: Maintaining Adherence to Antiretroviral Therapies. AIDS Patient Care STDS 2017; 31:227-236. [PMID: 28514193 DOI: 10.1089/apc.2017.0009] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Medication adherence is the "Plus" in the global challenge to have 90% of HIV-infected individuals tested, 90% of those who are HIV positive treated, and 90% of those treated achieve an undetectable viral load. The latter indicates viral suppression, the goal for clinicians treating people living with HIV (PLWH). The comparative importance of different psychosocial scales in predicting the level of antiretroviral adherence, however, has been little studied. Using data from a cross-sectional study of medication adherence with an international convenience sample of 1811 PLWH, we categorized respondent medication adherence as None (0%), Low (1-60%), Moderate (61-94%), and High (95-100%) adherence based on self-report. The survey contained 13 psychosocial scales/indices, all of which were correlated with one another (p < 0.05 or less) and had differing degrees of association with the levels of adherence. Controlling for the influence of race, gender, education, and ability to pay for care, all scales/indices were associated with adherence, with the exception of Berger's perceived stigma scale. Using forward selection stepwise regression, we found that adherence self-efficacy, depression, stressful life events, and perceived stigma were significant predictors of medication adherence. Among the demographic variables entered into the model, nonwhite race was associated with double the odds of being in the None rather than in the High adherence category, suggesting these individuals may require additional support. In addition, asking about self-efficacy, depression, stigma, and stressful life events also will be beneficial in identifying patients requiring greater adherence support. This support is essential to medication adherence, the Plus to 90-90-90.
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Affiliation(s)
- Inge B Corless
- 1 MGH Institute of Health Professions School of Nursing , Boston, Massachusetts
| | - Alex J Hoyt
- 1 MGH Institute of Health Professions School of Nursing , Boston, Massachusetts
| | | | | | - Jeanne Kemppainen
- 4 University of North Carolina-Wilmington School of Nursing , Wilmington, North Carolina
| | | | | | - Kathleen Nokes
- 6 Hunter-Bellevue School of Nursing , CUNY, New York, New York
| | | | | | | | | | | | | | - Wei-Ti Chen
- 12 School of Nursing, Yale University , New Haven, Connecticut
| | - Allison R Webel
- 13 Bolton School of Nursing, Case Western University , Cleveland, Ohio
| | - John Brion
- 14 College of Nursing, The Ohio State University , Columbus, Ohio
| | | | - Joachim Voss
- 13 Bolton School of Nursing, Case Western University , Cleveland, Ohio
| | | | | | | | - Patrice K Nicholas
- 1 MGH Institute of Health Professions School of Nursing , Boston, Massachusetts
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23
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Comulada WS, Desmond KA, Gildner JL, Leibowitz AA. Transitioning From Medicaid Disability Coverage to Long-Term Medicare Coverage: The Case of People Living With HIV/AIDS in California. AIDS EDUCATION AND PREVENTION : OFFICIAL PUBLICATION OF THE INTERNATIONAL SOCIETY FOR AIDS EDUCATION 2017; 29:49-61. [PMID: 28195778 PMCID: PMC5741182 DOI: 10.1521/aeap.2017.29.1.49] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Medicaid can serve as a bridge to Medicare coverage for the long-term disabled with sufficient covered work experience. We perform multinomial logistic regression on 2007-2010 Medicare and Medicaid claims data to examine transitions to Medicare for people living with HIV/AIDS (PLWHA) in California who had Medicaid coverage in 2007. We find only 16% had obtained Medicare coverage by 2010. African-Americans, women, individuals with schizophrenia diagnoses, alcohol or substance abuse disorders, and any physical comorbidity were significantly less likely than others to obtain Medicare (p < 0.001). This study contributes new information on the impact of eligibility requirements for Medicare long-term disability insurance for PLWHA. About one-third of PLWHA under age 65 are covered by Medicaid. Many PLWHA get stuck in Medicaid because their disability prevents them from obtaining the additional employment experience needed to qualify for Medicare.
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Affiliation(s)
- Warren S Comulada
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles (UCLA)
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24
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Taylor SW, Psaros C, Pantalone DW, Tinsley J, Elsesser SA, Mayer KH, Safren SA. "Life-Steps" for PrEP Adherence: Demonstration of a CBT-Based Intervention to Increase Adherence to Preexposure Prophylaxis (PrEP) Medication Among Sexual-Minority Men at High Risk for HIV Acquisition. COGNITIVE AND BEHAVIORAL PRACTICE 2017; 24:38-49. [PMID: 28392673 DOI: 10.1016/j.cbpra.2016.02.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
One dramatic advance in human immunodeficiency virus (HIV) prevention efforts has been the prescription of medications typically used for HIV treatment as prophylaxis against acquiring HIV. As a preventative agent, this practice is referred to as "preexposure prophylaxis" (PrEP). The U.S. Federal Drug Administration approved daily PrEP for adults at risk for HIV who do not consistently use condoms during sex with HIV-infected or unknown-status partners. In this paper, we describe a cognitive-behavioral therapy (CBT) PrEP adherence intervention developed for use in high-risk sexual-minority men in the United States, adapted from "Life-Steps," an evidence-based CBT intervention to promote adherence to HIV treatment. Modules include creating a PrEP dosing schedule, adhering to daily PrEP, problem solving barriers to adherence, and sexual risk-reduction techniques. Supplemented with practical video vignettes, this novel intervention may help to enhance the clinical practice of health care providers in outpatient settings to increase PrEP adherence in sexual-minority men.
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Affiliation(s)
| | | | | | | | - Steven A Elsesser
- Fenway Health and Thomas Jefferson University, Sidney Kimmel Medical College
| | - Kenneth H Mayer
- Fenway Health and Harvard Medical School and Massachusetts General Hospital
| | - Steven A Safren
- Fenway Health, Harvard Medical School and Massachusetts General Hospital, and University of Miami
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Zhang L, Li X, Lin Z, Jacques-Tiura AJ, Xu J, Zhou Y, Qiao S, Shen Z, Stanton B. Side effects, adherence self-efficacy, and adherence to antiretroviral treatment: a mediation analysis in a Chinese sample. AIDS Care 2016; 28:919-26. [PMID: 27010870 DOI: 10.1080/09540121.2015.1124984] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Antiretroviral therapy (ART) is a lifelong treatment. To date, ART adherence is suboptimal for most patients in resource-poor settings. Previous research indicates that medication side effects are perceived to be a significant barrier of high ART adherence. Data regarding the role of adherence self-efficacy in mediating the relationship between side effects from ART and adherence to ART are limited; thus, this study examines this potential mediational role of self-efficacy. A cross-sectional survey of 2987 people living with HIV aged ≥18 years was conducted in 2012-2013 in Guangxi Autonomous Region (Guangxi) which has one of the fastest-growing HIV rates in China. Of the total sample, 2146 (72.1%) participants had initiated ART. Participants reported the number of days of completing the daily dose of ART in the past month; adherence was defined as completing the daily dose at least 28 days in the last month (≥90%). Side effects were significantly negatively related to adherence to ART. Mediation analyses indicated that adherence self-efficacy significantly mediated the side effects-adherence relationship. Future interventions to increase adherence self-efficacy and effective coping with side effects among HIV patients are needed in order to improve their ART adherence.
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Affiliation(s)
- Liying Zhang
- a The Carman and Ann Adams Department of Pediatrics , Wayne State University School of Medicine , Detroit , MI , USA
| | - Xiaoming Li
- a The Carman and Ann Adams Department of Pediatrics , Wayne State University School of Medicine , Detroit , MI , USA.,b Arnold School of Public Health , University of South Carolina , Columbia , SC , USA
| | - Zhenping Lin
- a The Carman and Ann Adams Department of Pediatrics , Wayne State University School of Medicine , Detroit , MI , USA.,c Center for Health Policy Research , Nanjing Medical University , Nanjing , People's Republic of China
| | - Angela J Jacques-Tiura
- a The Carman and Ann Adams Department of Pediatrics , Wayne State University School of Medicine , Detroit , MI , USA
| | - Jinping Xu
- d Department of Family Medicine and Public Health Sciences , Wayne State University School of Medicine , Detroit , MI , USA
| | - Yuejiao Zhou
- e Guangxi Center for Disease Control and Prevention , Nanning , People's Republic of China
| | - Shan Qiao
- a The Carman and Ann Adams Department of Pediatrics , Wayne State University School of Medicine , Detroit , MI , USA.,b Arnold School of Public Health , University of South Carolina , Columbia , SC , USA
| | - Zhiyong Shen
- e Guangxi Center for Disease Control and Prevention , Nanning , People's Republic of China
| | - Bonita Stanton
- a The Carman and Ann Adams Department of Pediatrics , Wayne State University School of Medicine , Detroit , MI , USA
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Magidson JF, Listhaus A, Seitz-Brown CJ, Safren SA, Lejuez CW, Daughters SB. Can behavioral theory inform the understanding of depression and medication nonadherence among HIV-positive substance users? J Behav Med 2014; 38:337-47. [PMID: 25381605 DOI: 10.1007/s10865-014-9606-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2014] [Accepted: 10/30/2014] [Indexed: 01/05/2023]
Abstract
Medication adherence is highly predictive of health outcomes across chronic conditions, particularly HIV/AIDS. Depression is consistently associated with worse adherence, yet few studies have sought to understand how depression relates to adherence. This study tested three components of behavioral depression theory--goal-directed activation, positive reinforcement, and environmental punishment--as potential indirect effects in the relation between depressive symptoms and medication nonadherence among low-income, predominantly African American substance users (n = 83). Medication nonadherence was assessed as frequency of doses missed across common reasons for nonadherence. Non-parametric bootstrapping was used to evaluate the indirect effects. Of the three intermediary variables, there was only an indirect effect of environmental punishment; depressive symptoms were associated with greater nonadherence through greater environmental punishment. Goal-directed activation and positive reinforcement were unrelated to adherence. Findings suggest the importance of environmental punishment in the relation between depression and medication adherence and may inform future intervention efforts for this population.
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Affiliation(s)
- Jessica F Magidson
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, One Bowdoin Square, 7th Floor, Boston, MA, 02114, USA,
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