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What is the prevalence of drug use in the general population? Simulating underreported and unknown use for more accurate national estimates
Levy, Natalie S; Palamar, Joseph J; Mooney, Stephen J; Cleland, Charles M; Keyes, Katherine M
PURPOSE/OBJECTIVE:To outline a method for obtaining more accurate estimates of drug use in the United States (US) general population by correcting survey data for underreported and unknown drug use. METHODS:We simulated a population (n=100,000) reflecting the demographics of the US adult population per the 2018 American Community Survey. Within this population, we simulated the "true" and self-reported prevalence of past-month cannabis and cocaine use by using available estimates of underreporting. We applied our algorithm to samples of the simulated population to correct self-reported estimates and recover the "true" population prevalence, validating our approach. We applied this same method to 2018 National Survey on Drug Use and Health data to produce a range of underreporting-corrected estimates. RESULTS:Simulated self-report sensitivities varied by drug and sampling method (cannabis: 77.6-78.5%, cocaine: 14.3-22.1%). Across repeated samples, mean corrected prevalences (calculated by dividing self-reported prevalence by estimated sensitivity) closely approximated simulated "true" prevalences. Applying our algorithm substantially increased 2018 NSDUH estimates (self-report: cannabis=10.5%, cocaine=0.8%; corrected: cannabis=15.6-16.6%, cocaine=2.7-5.5%). CONCLUSION/CONCLUSIONS:National drug use prevalence estimates can be corrected for underreporting using a simple method. However, valid application of this method requires accurate data on the extent and correlates of misclassification in the general US population.
PMID: 34990827
ISSN: 1873-2585
CID: 5107312
Effectiveness of a multicomponent strategy for implementing guidelines for treating tobacco use in Vietnam Commune Health Centers
Shelley, D; Cleland, C M; Nguyen, T; Van Devanter, N; Siman, N; Van M, Hoang; Nguyen, N T
INTRODUCTION/BACKGROUND:Strategies are needed to increase implementation of evidence-based tobacco dependence treatment (TDT) in health care systems in low-and middle-income countries (LMICs). METHODS:We conducted a two-arm cluster randomized controlled trial to compare the effectiveness of two strategies for implementing TDT guidelines in community health centers (n=26) in Vietnam. Arm 1 included training and a tool kit (e.g., reminder system) to promote and support delivery of the 4As (Ask about tobacco use, Advise to quit, Assess readiness, Assist with brief counseling) (Arm 1). Arm 2 included Arm 1 components plus a system to refer smokers to a community health worker (CHW) for more intensive counseling (4As+R). Provider surveys were conducted at baseline, six- and 12-months to assess the hypothesized effect of the strategies on provider and organizational-level factors. The primary outcome was provider adoption of the 4As. RESULTS:Adoption of the 4As increased significantly across both study arms (all p<.001). Perceived organizational priority for TDT, compatibility with current workflow, and provider attitudes, norms and self-efficacy related to TDT also improved significantly across both arms. In Arm 2 sites, 41% of smokers were referred to a CHW for additional counseling. CONCLUSION/CONCLUSIONS:The study demonstrated the effectiveness of a multicomponent and multilevel strategy (i.e., provider and system) for implementing evidence-based TDT in the Vietnam public health system. Combining provider-delivered brief counseling with opportunities for more in-depth counseling offered by a trained CHW may optimize outcomes and offers a potentially scalable model for increasing access to TDT in health care systems like Vietnam. IMPLICATIONS/CONCLUSIONS:Improving implementation of evidence-based tobacco dependence treatment (TDT) guidelines is a necessary step towards reducing the growing burden of non-communicable disease (NCDs) and premature death in LMICs. The findings provide new evidence on the effectiveness of multilevel strategies for adapting and implementing TDT into routine care in Vietnam, and offers a potentially scalable model for meeting FCTC Article 14 goals in other LMICs with comparable public health systems. The study also demonstrates that combining provider-delivered brief counseling with referral to a community health worker for more in-depth counseling and support can optimize access to evidence-based treatment for tobacco use.
PMID: 34543422
ISSN: 1469-994x
CID: 5088102
Understanding Medical Distrust Among African American/Black and Latino Persons Living With HIV With Sub-Optimal Engagement Along the HIV Care Continuum: A Machine Learning Approach
He, Ning; Cleland, Charles M; Gwadz, Marya; Sherpa, Dawa; Ritchie, Amanda S; Martinez, Belkis Y; Collins, Linda M
Medical distrust is a potent barrier to participation in HIV care and medication use among African American/Black and Latino (AABL) persons living with HIV (PLWH). However, little is known about sociodemographic and risk factors associated with distrust. We recruited adult AABL PLWH from low socio-economic status backgrounds with insufficient engagement in HIV care (N = 512). Participants completed structured assessments on three types of distrust (of health care providers, health care systems, and counter-narratives), HIV history, and mental health. We used a type of machine learning called random forest to explore predictors of trust. On average, participants were 47 years old (SD = 11 years), diagnosed with HIV 18 years prior (SD = 9 years), and mainly male (64%) and African American/Black (69%). Depression and age were the most important predictors of trust. Among those with elevated depressive symptoms, younger participants had less trust than older, while among those without depression, trust was greater across all ages. The present study adds nuance to the literature on medical distrust among AABL PLWH and identifies junctures where interventions to build trust are needed most.
PMCID:9262282
PMID: 35813871
ISSN: 2158-2440
CID: 5279752
Individual and poly-substance use and condomless sex among HIV-uninfected adults reporting heterosexual sex in a multi-site cohort
Fredericksen, R J; Whitney, B M; Trejo, E; Nance, R M; Fitzsimmons, E; Altice, F L; Carrico, A W; Cleland, C M; Del Rio, C; Duerr, A; El-Sadr, W M; Kahana, S; Kuo, I; Mayer, K; Mehta, S; Ouellet, L J; Quan, V M; Rich, J; Seal, D W; Springer, S; Taxman, F; Wechsberg, W; Crane, H M; Delaney, J A C
BACKGROUND:We analyzed the association between substance use (SU) and condomless sex (CS) among HIV-negative adults reporting heterosexual sex in the Seek, Test, Treat, and Retain (STTR) consortium. We describe the impact of SU as well as person/partner and context-related factors on CS, identifying combinations of factors that indicate the highest likelihood of CS. METHODS:We analyzed data from four US-based STTR studies to examine the effect of SU on CS using two SU exposures: 1) recent SU (within 3 months) and 2) SU before/during sex. Behavioral data were collected via 1:1 or self-administered computerized interviews. Adjusted individual-study, multivariable relative risk regression was used to examine the relationship between CS and SU. We also examined interactions with type of sex and partner HIV status. Pooled effect estimates were calculated using traditional fixed-effects meta-analysis. We analyzed data for recent SU (n = 6781; 82% men, median age = 33 years) and SU before/during sex (n = 2915; 69% men, median age = 40 years). RESULTS:For both exposure classifications, any SU other than cannabis increased the likelihood of CS relative to non-SU (8-16%, p-values< 0.001). In the recent SU group, however, polysubstance use did not increase the likelihood of CS compared to single-substance use. Cannabis use did not increase the likelihood of CS, regardless of frequency of use. Type of sex was associated with CS; those reporting vaginal and anal sex had a higher likelihood of CS compared to vaginal sex only for both exposure classifications (18-21%, p < 0.001). Recent SU increased likelihood of CS among those reporting vaginal sex only (9-10%, p < 0.001); results were similar for those reporting vaginal and anal sex (5-8%, p < 0.01). SU before/during sex increased the likelihood of CS among those reporting vaginal sex only (20%; p < 0.001) and among those reporting vaginal and anal sex (7%; p = 0.002). Single- and poly-SU before/during sex increased the likelihood of CS for those with exclusively HIV-negative partners (7-8%, p ≤ 0.02), and for those reporting HIV-negative and HIV-status unknown partners (9-13%, p ≤ 0.03). CONCLUSION:Except for cannabis, any SU increased the likelihood of CS. CS was associated with having perceived HIV-negative partners and with having had both anal/vaginal sex.
PMCID:8567631
PMID: 34736425
ISSN: 1471-2458
CID: 5068332
Leveraging technology to address unhealthy drug use in primary care: Effectiveness of the Substance use Screening and Intervention Tool (SUSIT)
McNeely, Jennifer; Mazumdar, Medha; Appleton, Noa; Bunting, Amanda M; Polyn, Antonia; Floyd, Steven; Sharma, Akarsh; Shelley, Donna; Cleland, Charles M
BACKGROUND/UNASSIGNED:The SUSIT significantly increased delivery of BI for drug use by PCPs during routine primary care encounters.
PMID: 34586976
ISSN: 1547-0164
CID: 5067472
Association between cumulative risk and protective factors with mental distress among female military spouses
Sullivan, Kathrine S; Park, Yangjin; Cleland, Charles M; Merrill, Julie C; Clarke-Walper, Kristina; Riviere, Lyndon A
OBJECTIVE:Guided by a resilience framework, this study examines the accumulation of risk and protective factors, as well as the potential buffering effects of protective factors on mental distress among female military spouses. BACKGROUND:Most research with this population has focused on individual risk factors affecting military spouses. Less frequently have the effects of cumulative risk, risk factors not specifically associated with military service, or protective factors been examined, though there is evidence for their importance. METHOD/METHODS:This study used secondary survey data from 334 female Army spouses collected in 2012 as part of the Land Combat Study 2. Cumulative risk and protective factor scores as well as scores within risk (intrapersonal, family, and military-specific) and protective (individual and environmental) factor domains were calculated. Four structural equation models were run to examine main and interaction effects on mental distress, a latent variable representing depression, anxiety, and trauma symptoms. RESULTS:In cumulative risk and protective factor models, cumulative risk was directly, positively associated with mental distress. This relationship was moderated by cumulative protection. In domain-specific models, only family risk was directly associated with mental distress. This relationship was moderated by environmental protective factors. CONCLUSION/CONCLUSIONS:Findings indicate mental distress among military spouses is associated with exposure to cumulative risk and attenuated by the presence of certain domains of protective factors. Family risk factors including marital distress and work-family conflict may be particularly pernicious stressors, but informal and structural supports may be important targets for prevention and intervention efforts. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
PMID: 34351195
ISSN: 1939-0025
CID: 5063022
Pre-Exposure Prophylaxis (PrEP) Awareness Among Black Men Who Have Sex with Men with a History of Criminal Justice Involvement in Six U.S. Cities: Findings from the HPTN 061 Study
Feelemyer, Jonathan P; Khan, Maria R; Dyer, Typhanye V; Turpin, Rodman E; Hucks-Ortiz, Christopher; Cleland, Charles M; Scheidell, Joy D; Hoff, Lee; Mayer, Kenneth H; Brewer, Russell A
Transition from detention to the community for Black men who have sex with men with criminal justice involvement (BMSM-CJI) represents a particularly vulnerable period for HIV acquisition and transmission. We examined levels of HIV PrEP awareness among BMSM-CJI. PrEP awareness among BMSM-CJI was low (7.9%) with evidence of lower awareness levels among those with STI. There was evidence that HIV testing history was associated with higher PrEP awareness. Study findings highlight needs for further assessment of PrEP knowledge among BMSM-CJI. The strong association between HIV testing and PrEP awareness underscores an opportunity to integrate PrEP education within HIV/STI testing services.
PMCID:8568669
PMID: 34427848
ISSN: 1573-2800
CID: 5048662
HIV Diagnosis and the Clinical Course of COVID-19 Among Patients Seeking Care Within the New York City Public Hospital System During the Initial Pandemic Peak
Kaplan-Lewis, Emma; Banga, Jaspreet; Khan, Maria; Casey, Eunice; Mazumdar, Medha; Bratu, Simona; Abdallah, Marie; Pitts, Robert; Leider, Jason; Hennessey, Karen; Cohen, Gabriel M; Cleland, Charles M; Salama, Carlos
Reports conflict on how HIV infection influences the clinical course of COVID-19. The New York City (NYC) public hospital system provides care for over 14,000 people with HIV, was central in responding to the COVID-19 pandemic, and is therefore in a unique position to evaluate the intersection of these concurrent infections. Retrospective chart review of patients presenting to NYC Health and Hospitals (NYC H+H) diagnosed with COVID-19 infection from March 1, 2020, through April 28, 2020, compared people living with HIV (PLWH) and a propensity-matched (PM) control group of patients without HIV to evaluate associations between HIV status and COVID-19 outcomes. Two hundred thirty-four PLWH presented for COVID-19 testing and 110 (47%) were diagnosed with COVID-19. Among 17,413 patients with COVID-19 and without HIV, 1:n nearest neighbor propensity score matching identified 194 patients matched on age, sex, race, and any comorbidity. In the sample with COVID-19 (N = 304), PLWH (9.1%) had lower rates of mortality than controls [19.1%; PM odds ratio (PM-OR): 0.41, 95% confidence interval (CI): 0.19-0.86]. Among hospitalized COVID-19 patients (N = 179), HIV infection was associated with lower rates of mechanical ventilation (PM-OR: 0.31, 95% CI: 0.11-0.84) and mortality (PM-OR: 0.40, 95% CI: 0. 17-0.95). In the extended pandemic period through April 2021, aggregate data by HIV status suggested elevated hospitalization and mortality rates in PLWH versus people without HIV. These results suggest that the direct biological impacts of the HIV virus do not negatively influence COVID-19-related outcomes when controlling for comorbidity and demographic variables.
PMID: 34780305
ISSN: 1557-7449
CID: 5046482
Characterisation of social support following incarceration among black sexual minority men and transgender women in the HPTN 061 cohort study
Scheidell, Joy D; Dyer, Typhanye V; Hucks-Ortiz, Christopher; Abrams, Jasmyn; Mazumdar, Medha; Cleland, Charles; Irvine, Natalia; Turpin, Rodman E; Severe, MacRegga; Mayer, Kenneth; Khan, Maria
OBJECTIVE:To examine longitudinal associations between recent incarceration and subsequent social support among black sexual minority men and transgender women, and whether associations differed between those who did and did not have support prior to incarceration. DESIGN:A secondary analysis in 2020 of data from the HIV Prevention Trials Network 061, a cohort study of black sexual minority men and transgender women recruited in 2009-2010 and followed for 12 months. SETTING:Six US cities (Atlanta, Boston, Los Angeles, New York City, San Francisco and Washington DC). PARTICIPANTS:Individuals ≥18 years of age who identified as black, reported being male or assigned male at birth, reported ≥1 unprotected anal intercourse event with a male partner in the past 6 months, and reported on incarceration at the 6-month follow-up visit. EXPOSURE:Having spent ≥1 night in jail/prison in the past 6 months reported at the 6-month follow-up visit. OUTCOME:Social support measured using a six-item scale assessing frequency of emotional/informational, affectionate and tangible support (range 6-30); and dichotomous indicators of low support for each item (ie, receiving that form of support none/little of the time). RESULTS:Among participants who returned for the 6-month visit (N=1169), 14% had experienced incarceration in the past 6 months. Mean support score was 20.9; 18.9 among those with recent incarceration versus 21.2 among those without. Recent incarceration predicted lower support (adjusted β -2.40, 95% CI -3.94 to -0.85). Those recently incarcerated had increased risk of lacking emotional/informational (eg, no one to talk to adjusted risk ratio (aRR) 1.55, 95% CI 1.13 to 2.13) and affectionate (aRR 1.51, 95% CI 1.11 to 2.04) but not tangible support. Effects appeared somewhat stronger among those who had support at baseline. CONCLUSIONS:Incarceration may reduce support on re-entry among black sexual minority men and transgender women, populations unequally targeted for incarceration and at risk for low support.
PMCID:8483031
PMID: 34588263
ISSN: 2044-6055
CID: 5037642
Adaptation and Assessment of a Text Messaging Smoking Cessation Intervention in Vietnam: Pilot Randomized Controlled Trial
Jiang, Nan; Nguyen, Nam; Siman, Nina; Cleland, Charles M; Nguyen, Trang; Doan, Hue Thi; Abroms, Lorien C; Shelley, Donna R
BACKGROUND:Text message (ie, short message service, SMS) smoking cessation interventions have demonstrated efficacy in high-income countries but are less well studied in low- and middle-income countries, including Vietnam. OBJECTIVE:The goal of the research is to assess the feasibility, acceptability, and preliminary efficacy of a fully automated bidirectional SMS cessation intervention adapted for Vietnamese smokers. METHODS:The study was conducted in 3 phases. In phase 1, we adapted the SMS library from US-based SMS cessation programs (ie, SmokefreeTXT and Text2Quit). The adaptation process consisted of 7 focus groups with 58 smokers to provide data on culturally relevant patterns of tobacco use and assess message preferences. In phase 2, we conducted a single-arm pilot test of the SMS intervention with 40 smokers followed by in-depth interviews with 10 participants to inform additional changes to the SMS library. In phase 3, we conducted a 2-arm pilot randomized controlled trial (RCT) with 100 smokers. Participants received either the SMS program (intervention; n=50) or weekly text assessment on smoking status (control; n=50). The 6-week SMS program consisted of a 2-week prequit period and a 4-week postquit period. Participants received 2 to 4 automated messages per day. The main outcomes were engagement and acceptability which were assessed at 6 weeks (end of intervention). We assessed biochemically confirmed smoking abstinence at 6 weeks and 12 weeks. Postintervention in-depth interviews explored user experiences among a random sample of 16 participants in the intervention arm. RESULTS:Participants in both arms reported high levels of engagement and acceptability. Participants reported using the program for an average of 36.4 (SD 3.4) days for the intervention arm and 36.0 (SD 3.9) days for the control arm. Four of the 50 participants in the intervention arm (8%) reset the quit date and 19 (38%) texted the keyword TIPS. The majority of participants in both arms reported that they always or usually read the text messages. Compared to the control arm, a higher proportion of participants in the intervention arm reported being satisfied with the program (98% [49/50] vs 82% [41/50]). Biochemically verified abstinence was higher in the intervention arm at 6 weeks (20% [10/50] vs 2% [1/50]; P=.01), but the effect was not significant at 12 weeks (12% [6/50] vs 6% [3/50]; P=.49). In-depth interviews conducted after the RCT suggested additional modifications to enhance the program including tailoring the timing of messages, adding more opportunities to interact with the program, and placing a greater emphasis on messages that described the harms of smoking. CONCLUSIONS:The study supported the feasibility and acceptability of an SMS program adapted for Vietnamese smokers. Future studies need to assess whether, with additional modifications, the program is associated with prolonged abstinence. TRIAL REGISTRATION/BACKGROUND:ClinicalTrials.gov NCT03219541; https://clinicaltrials.gov/ct2/show/NCT03219541.
PMID: 34623318
ISSN: 2291-5222
CID: 5031592