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Wray TB, Chan PA, Klausner JD, Ward LM, Ocean EMS, Carr DJ, Guigayoma JP, Nadkarni S. The effects of regular home delivery of HIV self-testing and follow-up counselling on HIV testing and prevention outcomes in men who have sex with men who test infrequently in the United States: a pragmatic, virtual randomized controlled trial. J Int AIDS Soc 2024; 27:e26318. [PMID: 39020453 PMCID: PMC11254576 DOI: 10.1002/jia2.26318] [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: 11/15/2023] [Accepted: 06/04/2024] [Indexed: 07/19/2024] Open
Abstract
INTRODUCTION Past research shows that HIV self-testing (HIVST) can increase testing and facilitate more HIV diagnoses relative to clinic testing. However, in the United States, the use of HIVSTs is limited due to concerns that those who use HIVST could be less likely to be linked to care. METHODS From January 2019 to April 2022, we recruited 811 men who have sex with men (MSM) in the United States who tested infrequently using an online marketing campaign and randomized them 1:1:1 to receive one of the following every 3 months for a year: (1) text message reminders to get tested at a local clinic (control); (2) mailed HIVST kits with access to a free helpline (standard HIVST); and (3) mailed HIVST kits with counselling provided within 24 hours of opening a kit (eTest). Quarterly follow-up surveys assessed HIV testing, sexually transmitted infection (STI) testing, pre-exposure prophylaxis (PrEP) use and sexual risk behaviour. FINDINGS Eight participants were diagnosed with HIV, and all but one were through HIVST. Participants in either HIVST condition, standard or eTest, had significantly higher odds of any testing (OR = 7.9, 95% CI = 4.9-12.9 and OR = 6.6, 95% CI = 4.2-10.5) and repeat testing (>1 test; OR = 8.5, 95% CI = 5.7-12.6; OR = 8.9, 95% CI = 6.1-13.4) over 12 months relative to the control group. Rates of STI testing and PrEP uptake did not differ across study condition, but those in the eTest condition reported 27% fewer sexual risk events across the study period relative to other groups. CONCLUSIONS HIVST vastly increased testing, encouraged more regular testing among MSM, and identified nearly all new cases, suggesting that HIVST could diagnose HIV acquisition earlier. Providing timely follow-up counselling after HIVST did not increase rates of STI testing or PrEP use, but some evidence suggested that counselling may have reduced sexual risk behaviour. To encourage more optimal testing, programmes should incorporate HIVST and ship kits directly to recipients at regular intervals.
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Affiliation(s)
- Tyler B. Wray
- Department of Behavioral and Social SciencesBrown University School of Public HealthProvidenceRhode IslandUSA
| | - Philip A. Chan
- Department of MedicineWarren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
| | - Jeffrey D. Klausner
- Department of Population and Public Health SciencesKeck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Lori M. Ward
- Department of Population Health ScienceJohn D. Bower School of Population HealthUniversity of Mississippi Medical CenterJacksonMississippiUSA
| | - Erik M. S. Ocean
- Department of Behavioral and Social SciencesBrown University School of Public HealthProvidenceRhode IslandUSA
| | | | - John P. Guigayoma
- Department of Behavioral and Social SciencesBrown University School of Public HealthProvidenceRhode IslandUSA
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Sheinfil AZ, Firkey M, Bucci V, Gjoka M, Woolf-King SE. A Mixed-Methods Approach to Develop a Combined Model of U.S. College Student Alcohol-Associated Condomless Sex. ARCHIVES OF SEXUAL BEHAVIOR 2024; 53:1499-1518. [PMID: 38429569 DOI: 10.1007/s10508-024-02826-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 01/17/2024] [Accepted: 01/30/2024] [Indexed: 03/03/2024]
Abstract
Unhealthy alcohol use and sexually transmitted infections (STIs) are significant public health concerns for US college students. Because alcohol use and condomless sex often co-occur in this population, alcohol-associated condomless sex has been identified as a behavioral intervention target. Existing theoretical frameworks have not garnered sufficient empirical support to serve as the foundation for interventions. The primary goal of the current study was to use a mixed-methods approach to develop a model of college student alcohol-associated condomless sex that combines elements from well-established health behavior theories. In Aim 1, multilevel modeling was used to predict condomless vaginal sex in a sample of heterosexual college student drinkers (N = 53). Aim 2 consisted of in-depth interviews (n = 18) to gather perceptions about the role of alcohol in sexual activity and identify supplemental constructs omitted from theories in Aim 1. The multilevel model explained a significant proportion of variance in condomless vaginal sex at the between- and within-person level. Themes derived from the in-depth interviews identified complementary elements of condom use decision-making. Findings from both aims were synthesized to construct a combined model of alcohol-associated condomless sex. This model can be further refined and ultimately serve as the foundation of an alcohol-STI prevention-intervention.
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Affiliation(s)
- Alan Z Sheinfil
- Center of Innovation in Quality, Effectiveness, and Safety, Michael E. DeBakey Veterans Affairs Medical Center, 2450 Holcombe Blvd., Houston, TX, 77021, USA.
- Department of Veterans Affairs, South Central Mental Illness Research Education Clinical Center, Houston, TX, USA.
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA.
| | - Madison Firkey
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - Veronica Bucci
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - Mikaela Gjoka
- Department of Psychology, Syracuse University, Syracuse, NY, USA
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3
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Hareskov Jensen N, Vallentin-Holbech L, Dash GF, Feldstein Ewing SW, Rømer Thomsen K. Validity of an online, self-administered Timeline Followback for alcohol use with adolescents. Front Psychiatry 2023; 14:1221487. [PMID: 38098631 PMCID: PMC10720705 DOI: 10.3389/fpsyt.2023.1221487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/13/2023] [Indexed: 12/17/2023] Open
Abstract
Objective The Timeline Followback (TLFB) is a widely used and well-validated interview-based tool for assessing patterns of recent health risk behavior. There is some evidence of the validity of the TLFB as a self-administered online tool for assessing alcohol use, but further research is needed to establish its validity in younger populations and populations outside the United States. Further, it is unknown how self-administered online TLFB formats compare to more timesaving and commonly used single-item alcohol questions. The primary aim of the current study was to validate a new online, self-administered TLFB for alcohol use against the TLFB interview in a sample of European (Danish) adolescents aged 16-18 years (N = 30). Methods Participants completed a TLFB telephone interview, a self-administered online version of the TLFB, and single-item alcohol questions. Assessments were administered using a within-subject, counter-balanced design. Estimates of number of drinking days, binge-drinking days, maximum drinks consumed on one occasion, total drinks, and drinks per drinking day were compared across metrics. Results All correlations between the drinking outcomes assessed via the TLFB interview and the TLFB online were positive, and statistically significant (rss = 0.86-0.94, p < 0.01). Wilcoxon signed-rank tests showed no significant differences between the TLFB interview and the TLFB online on drinking days, binge drinking days, max drinks, and total drinks. Participants reported drinking significantly more drinks per drinking day on the TLFB online (M = 4.66) compared to on the TLFB interview (M = 4.12; p = 0.009). Conclusion Overall, the results support the validity of the online, self-administered TLFB in a sample of European (Danish) adolescents.
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Affiliation(s)
- Natascha Hareskov Jensen
- Center for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
| | - Lotte Vallentin-Holbech
- Center for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
| | - Genevieve F. Dash
- Department of Psychological Sciences, University of Missouri, Columbia, MO, United States
| | - Sarah W. Feldstein Ewing
- Center for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
- Department of Psychology, University of Rhode Island, Kingston, RI, United States
| | - Kristine Rømer Thomsen
- Center for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
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Freeman LK, Haney AM, Griffin SA, Fleming MN, Vebares TJ, Motschman CA, Trull TJ. Agreement between momentary and retrospective reports of cannabis use and alcohol use: Comparison of ecological momentary assessment and timeline followback indices. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2023; 37:606-615. [PMID: 36442018 PMCID: PMC10225010 DOI: 10.1037/adb0000897] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2023]
Abstract
OBJECTIVE This study compares three methods of cannabis and of alcohol use assessment in a sample of regular cannabis users: (a) ecological momentary assessment (EMA) repeated momentary surveys aggregated to the daily level, (b) EMA morning reports (MR) where participants reported on their total use from the previous day, and (c) retrospective timeline followback (TLFB) interviews covering the same period of time as the EMA portion of the study. We assessed the overall correspondence between these methods in terms of cannabis and alcohol use occasions and also investigated predictors of agreement between methods. METHOD Forty-nine individuals aged 18-50 (Mage = 24.49, 49% female, 84% White) who reported regular cannabis use completed a 14-day EMA study. At the end of the EMA period, participants returned to the laboratory to complete a TLFB (administered via computer) corresponding to the same dates of the EMA period. RESULTS Daily aggregated EMA and TLFB reports showed a low to modest agreement for both alcohol and cannabis use. Overall, agreement between EMA and MR was better than agreement between EMA and TLFB, likely because less retrospection is required when only reporting on behavior from the previous day. Quantity and frequency of use differentially predicted agreement across reporting methods when assessing alcohol compared to cannabis. When reporting cannabis use, but not alcohol use, individuals who used more demonstrated higher agreement between EMA and TLFB. CONCLUSIONS Results suggest that retrospective reporting methods assessing alcohol and cannabis should not be considered a direct "substitute" for momentary or daily assessments. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Lindsey K. Freeman
- Department of Psychological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Alison M. Haney
- Department of Psychological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Sarah A. Griffin
- Department of Health Service Psychology & Clinical Psychology, University of Houston Clear Lake, Houston, TX, 77058, USA
| | - Megan N. Fleming
- Department of Psychological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Tayler J. Vebares
- Department of Psychological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Courtney A. Motschman
- Department of Psychological Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Timothy J. Trull
- Department of Psychological Sciences, University of Missouri, Columbia, MO, 65211, USA
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Quaye A, Silvia K, Richard J, Ibrahim Y, Craig WY, Rosen C. A prospective, randomized trial of the effect of buprenorphine continuation versus dose reduction on pain control and post-operative opioid use. Medicine (Baltimore) 2022; 101:e32309. [PMID: 36595741 PMCID: PMC9794322 DOI: 10.1097/md.0000000000032309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
INTRODUCTION An increasing number of individuals are taking buprenorphine for management of opioid use disorder (OUD). Pain control can be challenging when these patients develop acute pain requiring supplemental analgesia. Buprenorphine's pharmacokinetic profile can render supplemental opioid-based analgesia ineffective. There is limited guidance on the optimal management of buprenorphine when acute pain is anticipated. Although there is growing acceptance that the risk of OUD relapse with buprenorphine discontinuation overshadows the risks of increased opioid utilization and difficult pain control with buprenorphine continuation, perioperative courses comparing buprenorphine dose reduction and full dose buprenorphine continuation have yet to be investigated. Here, we describe the protocol for our randomized controlled, prospective trial investigating the effect of buprenorphine continuation compared to buprenorphine dose reduction on pain control, post-operative opioid use, and OUD symptom management in patients on buprenorphine scheduled for elective surgery. METHODS AND ANALYSIS This is a single institution, randomized trial that aims to enroll 80 adults using 12 mg buprenorphine or greater for treatment of OUD, scheduled for elective surgery. Participants will be randomly assigned to receive 8mg of buprenorphine on the day of surgery onwards until postsurgical pain subsides or to have their buprenorphine formulation continued at full dose perioperatively. Primary outcome will be a clinically significant difference in pain scores 24 hours following surgery. Secondary outcomes will be opioid consumption at 24, 48, and 72 hours postoperatively, opioid dispensing up to 30 days following surgery, changes in mood and withdrawal symptoms, opioid cravings, relapse of opioid misuse, and continued use of buprenorphine treatment postoperatively.
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Affiliation(s)
- Aurora Quaye
- Department of Anesthesiology and Perioperative Medicine, Maine Medical Center, Portland, ME
- Spectrum Healthcare Partners, South Portland, ME
- * Correspondence: Aurora Quaye, Department of Anesthesiology and Perioperative Medicine, Maine Medical Center, 22 Bramhall St, Portland, ME 04102 (e-mail: )
| | - Kristen Silvia
- Division of Addiction Medicine, Maine Medical Center, Portland, ME
| | - Janelle Richard
- Department of Anesthesiology and Perioperative Medicine, Maine Medical Center, Portland, ME
| | - Yussr Ibrahim
- Department of Anesthesiology and Perioperative Medicine, Maine Medical Center, Portland, ME
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Waddell JT, King SE, Okey SA, Meier MH, Metrik J, Corbin WR. The anticipated effects of simultaneous alcohol and cannabis use: Initial development and preliminary validation. Psychol Assess 2022; 34:811-826. [PMID: 35549368 PMCID: PMC10029147 DOI: 10.1037/pas0001147] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Social learning theories suggest that outcome expectancies are strong determinants of behavior, and studies find that alcohol and cannabis expectancies are associated with negative substance use outcomes. However, there are no measures to date that assess expectancies for simultaneous alcohol and cannabis use (SAM), often referred to as SAM, despite strong links with negative consequences and rising time trends. The present study sought to provide initial validation of test scores for the Anticipated Effects of Simultaneous Alcohol and Cannabis Use Scale (AE-SAM), using a sample of past month college student simultaneous users (N = 434). Exploratory factor analysis and confirmatory factor analysis conducted in random half samples suggested five expectancy factors, representing high arousal positive, high arousal negative (alcohol driven), high arousal negative (cannabis driven), low arousal positive, and low arousal negative expectancies. The factor structure was invariant across sex, race/ethnicity, and simultaneous use frequency, and demonstrated convergent and discriminant validity with other alcohol/cannabis expectancy measures. AE-SAM high arousal positive expectancies were associated with simultaneous use frequency and heavier drinking/cannabis use, AE-SAM high arousal negative (cannabis driven) expectancies were associated with less frequent simultaneous use and more negative alcohol consequences, and AE-SAM low arousal negative expectancies were associated with less cannabis use. Effects of AE-SAM high arousal positive and high arousal negative (cannabis driven) expectancies remained, above and beyond other expectancy measures, suggesting that AE-SAM expectancies provide additional information beyond single substance expectancies. The results demonstrate the feasibility and utility of assessing simultaneous use expectancies, and lay groundwork for future research on simultaneous use expectancies in relation to alcohol and cannabis couse outcomes. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
| | | | | | | | - Jane Metrik
- Center for Alcohol and Addictions Studies, Brown University School of Public Health
- Providence VA Medical Center, Providence, Rhode Island, United States
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Thornton L, Osman B, Champion K, Green O, Wescott AB, Gardner LA, Stewart C, Visontay R, Whife J, Parmenter B, Birrell L, Bryant Z, Chapman C, Lubans D, Slade T, Torous J, Teesson M, Van de Ven P. Measurement Properties of Smartphone Approaches to Assess Diet, Alcohol Use, and Tobacco Use: Systematic Review. JMIR Mhealth Uhealth 2022; 10:e27337. [PMID: 35175212 PMCID: PMC8895282 DOI: 10.2196/27337] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 06/23/2021] [Accepted: 09/16/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Poor diet, alcohol use, and tobacco smoking have been identified as strong determinants of chronic diseases, such as cardiovascular disease, diabetes, and cancer. Smartphones have the potential to provide a real-time, pervasive, unobtrusive, and cost-effective way to measure these health behaviors and deliver instant feedback to users. Despite this, the validity of using smartphones to measure these behaviors is largely unknown. OBJECTIVE The aim of our review is to identify existing smartphone-based approaches to measure these health behaviors and critically appraise the quality of their measurement properties. METHODS We conducted a systematic search of the Ovid MEDLINE, Embase (Elsevier), Cochrane Library (Wiley), PsycINFO (EBSCOhost), CINAHL (EBSCOHost), Web of Science (Clarivate), SPORTDiscus (EBSCOhost), and IEEE Xplore Digital Library databases in March 2020. Articles that were written in English; reported measuring diet, alcohol use, or tobacco use via a smartphone; and reported on at least one measurement property (eg, validity, reliability, and responsiveness) were eligible. The methodological quality of the included studies was assessed using the Consensus-Based Standards for the Selection of Health Measurement Instruments Risk of Bias checklist. Outcomes were summarized in a narrative synthesis. This systematic review was registered with PROSPERO, identifier CRD42019122242. RESULTS Of 12,261 records, 72 studies describing the measurement properties of smartphone-based approaches to measure diet (48/72, 67%), alcohol use (16/72, 22%), and tobacco use (8/72, 11%) were identified and included in this review. Across the health behaviors, 18 different measurement techniques were used in smartphones. The measurement properties most commonly examined were construct validity, measurement error, and criterion validity. The results varied by behavior and measurement approach, and the methodological quality of the studies varied widely. Most studies investigating the measurement of diet and alcohol received very good or adequate methodological quality ratings, that is, 73% (35/48) and 69% (11/16), respectively, whereas only 13% (1/8) investigating the measurement of tobacco use received a very good or adequate rating. CONCLUSIONS This review is the first to provide evidence regarding the different types of smartphone-based approaches currently used to measure key behavioral risk factors for chronic diseases (diet, alcohol use, and tobacco use) and the quality of their measurement properties. A total of 19 measurement techniques were identified, most of which assessed dietary behaviors (48/72, 67%). Some evidence exists to support the reliability and validity of using smartphones to assess these behaviors; however, the results varied by behavior and measurement approach. The methodological quality of the included studies also varied. Overall, more high-quality studies validating smartphone-based approaches against criterion measures are needed. Further research investigating the use of smartphones to assess alcohol and tobacco use and objective measurement approaches is also needed. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-https://doi.org/10.1186/s13643-020-01375-w.
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Affiliation(s)
- Louise Thornton
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
- School of Medicine and Public Health, The University of Newcastle, Newcastle, Australia
- School of Public Health and Community Medicine, University of New South Wales, Kensington, Australia
| | - Bridie Osman
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Katrina Champion
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Olivia Green
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Annie B Wescott
- Galter Health Sciences Library & Learning Center, Northwestern University, Feinberg School of Medicine, Chicago, IL, United States
| | - Lauren A Gardner
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Courtney Stewart
- National Drug Research Institute, Curtin University, Perth, Australia
| | - Rachel Visontay
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Jesse Whife
- National Drug Research Institute, Curtin University, Perth, Australia
| | - Belinda Parmenter
- School of Health Sciences, The University of New South Wales, Sydney, Australia
| | - Louise Birrell
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Zachary Bryant
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Cath Chapman
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - David Lubans
- Priority Research Centre for Physical Activity and Nutrition, The University of Newcastle, Newcastle, Australia
| | - Tim Slade
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - John Torous
- Beth Israel Deaconness Medical Centre, Harvard Medical School, Boston, MA, United States
| | - Maree Teesson
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Pepijn Van de Ven
- Health Research Institute, University of Limerick, Limerick, Ireland
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Merrill JE, Fan P, Wray TB, Miranda R. Assessment of Alcohol Use and Consequences: Comparison of Data Collected Via Timeline Followback Interview and Daily Reports. J Stud Alcohol Drugs 2020. [PMID: 32359051 DOI: 10.15288/jsad.2020.81.212] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE The aim of this study was to compare data on both alcohol use and alcohol-related consequences between intensive longitudinal data collection and the retrospective Timeline Followback (TLFB) interview. METHOD Heavy drinking college students (n = 96; 52% women) completed daily reports across a 28-day period to assess alcohol use and positive and negative consequences of drinking. They returned to the lab at the end of this period to complete a TLFB assessing behavior over those same 28 days. First, t tests were used to compare variables aggregated across the full 28 days at the between-person level. Next, hierarchical linear modeling was used to examine within-person differences between methods for each variable in weekly and daily increments. RESULTS Many alcohol use and consequence variables were significantly different when derived from self-reports during TLFB versus daily reports. In contrast to prior work, we found that higher estimates of drinking were reported retrospectively on the TLFB than on the daily reports. In addition, discrepancies were greater on some variables for heavier drinkers and when more time had elapsed between the end of the daily reporting period and TLFB collection. CONCLUSIONS Recall of drinking behavior during TLFB and daily reports may differ in systematic ways, with discrepancies varying based on participant and methodological characteristics.
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Affiliation(s)
- Jennifer E Merrill
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Pengyang Fan
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Tyler B Wray
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Robert Miranda
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, Rhode Island.,Department of Psychiatry and Human Behavior, Brown University, Providence, Rhode Island
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Wray TB, Luo X, Ke J, Pérez AE, Carr DJ, Monti PM. Using Smartphone Survey Data and Machine Learning to Identify Situational and Contextual Risk Factors for HIV Risk Behavior Among Men Who Have Sex with Men Who Are Not on PrEP. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2020; 20:904-913. [PMID: 31073817 DOI: 10.1007/s11121-019-01019-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
"Just-in-time" interventions (JITs) delivered via smartphones have considerable potential for reducing HIV risk behavior by providing pivotal support at key times prior to sex. However, these programs depend on a thorough understanding of when risk behavior is likely to occur to inform the timing of JITs. It is also critical to understand the most important momentary risk factors that may precede HIV risk behavior, so that interventions can be designed to address them. Applying machine learning (ML) methods to ecological momentary assessment data on HIV risk behaviors can help answer both questions. Eighty HIV-negative men who have sex with men (MSM) who were not on PrEP completed a daily diary survey each morning and an experience sampling survey up to six times per day via a smartphone application for 30 days. Random forest models achieved the highest area under the curve (AUC) values for classifying high-risk condomless anal sex (CAS). These models achieved 80% specificity at a sensitivity value of 74%. Unsurprisingly, the most important contextual risk factors that aided in classification were participants' plans and intentions for sex, sexual arousal, and positive affective states. Findings suggest that survey data collected throughout the day can be used to correctly classify about three of every four high-risk CAS events, while incorrectly classifying one of every five non-CAS days as involving high-risk CAS. A unique set of risk factors also often emerge prior to high-risk CAS events that may be useful targets for JITs.
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Affiliation(s)
- Tyler B Wray
- Department of Behavioral and Social Sciences, Center for Alcohol and Addictions Studies, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02912, USA.
| | - Xi Luo
- Department of Biostatistics, Brown University School of Public Health, Providence, RI, 02906, USA.,Department of Biostatistics and Data Science, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA
| | - Jun Ke
- Department of Biostatistics, Brown University School of Public Health, Providence, RI, 02906, USA
| | - Ashley E Pérez
- Department of Social and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, 94118, USA
| | - Daniel J Carr
- Department of Behavioral and Social Sciences, Center for Alcohol and Addictions Studies, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02912, USA
| | - Peter M Monti
- Department of Behavioral and Social Sciences, Center for Alcohol and Addictions Studies, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02912, USA
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Carr DJ, Adia AC, Wray TB, Celio MA, Pérez AE, Monti PM. Using the Internet to access key populations in ecological momentary assessment research: Comparing adherence, reactivity, and erratic responding across those enrolled remotely versus in-person. Psychol Assess 2020; 32:768-779. [PMID: 32437190 DOI: 10.1037/pas0000847] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Ecological momentary assessment (EMA) is a set of longitudinal methods that researchers can use to understand complex processes (e.g., health, behavior, emotion) in "high resolution." Although technology has made EMA data collection easier, concerns remain about the consistency and quality of data collected from participants who are enrolled and followed online. In this study, we used EMA data from a larger study on HIV-risk behavior among men who have sex with men (MSM) to explore whether several indicators of data consistency/quality differed across those who elected to enroll in-person and those enrolled online. One hundred MSM (age 18-54) completed a 30-day EMA study. Forty-five of these participants chose to enroll online. There were no statistically significant differences in response rates for any survey type (e.g., daily diary [DD], experience sampling [ES], event-contingent [EC]) across participants who enrolled in-person versus online. DD and ES survey response rates were consistent across the study and did not differ between groups. EC response rates fell sharply across the study, but this pattern was also consistent across groups. Participants' responses on the DD were generally consistent with a poststudy follow-up Timeline Followback (TLFB) with some underreporting on the TLFB, but this pattern was consistent across both groups. In this sample of well-educated, mostly White MSM recruited from urban areas, EMA data collected from participants followed online was as consistent, reliable, and valid as data collected from participants followed in-person. These findings yield important insights about best practices for EMA studies with cautions regarding generalizability. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Vulnerable Periods: Characterizing Patterns of Sexual Risk and Substance Use During Lapses in Adherence to HIV Pre-exposure Prophylaxis Among Men Who Have Sex With Men. J Acquir Immune Defic Syndr 2019; 80:276-283. [PMID: 30531302 DOI: 10.1097/qai.0000000000001914] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Pre-exposure prophylaxis (PrEP) is highly efficacious, but some groups of men who have sex with men may have difficulty adhering to daily dosing. Prevention-effective adherence suggests that PrEP's efficacy depends on adherence at the time of HIV exposure; yet, few studies have examined how exposures (ie, high-risk sex) overlap with periods of consecutive missed PrEP doses. Substance use may also play a role in these vulnerable periods. METHODS We used digital pill bottles to monitor the daily adherence of 40 PrEP-experienced patients recruited from an outpatient clinic in the Northeastern US over a six-month period. Participants also completed detailed online diaries every 2 weeks during this time that surveyed their sexual behavior and substance use each day. RESULTS Daily adherence was high overall (M = 83.9%, SD = 18.0%), but 53% (N = 21) had a lapse of > 3 consecutive daily PrEP doses over 6 months. Participants' rate of engaging in high-risk condomless anal sex (CAS) did not differ across lapse days versus continuously adherent days. Alcohol use was not associated with engaging in CAS during a PrEP lapse. However, participants reported engaging in CAS significantly more often during a PrEP adherence lapse on days when they also used stimulant drugs. CONCLUSIONS Men who have sex with men may have periodic difficulty adhering to PrEP at the specific times when they are at risk. Stimulant drug use could play an important role in increasing HIV risk specifically during adherence lapses.
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Wray TB, Kahler CW, Simpanen EM, Operario D. A Preliminary Randomized Controlled Trial of Game Plan, A Web Application to Help Men Who Have Sex with Men Reduce Their HIV Risk and Alcohol Use. AIDS Behav 2019; 23:1668-1679. [PMID: 30671682 PMCID: PMC6536322 DOI: 10.1007/s10461-019-02396-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Alcohol use is a key risk factor for HIV infection among men who have sex with men (MSM). Past studies show that brief motivational interventions (BMI) can increase the use of prevention methods (e.g., condoms), reduce alcohol use, and can be adapted for web-based delivery. However, few studies have explored these interventions' effects in MSM. Forty high-risk, heavy drinking MSM who sought rapid HIV testing were randomly assigned to receive either (1) standard post-test counseling (SPC) alone, or (2) SPC plus Game Plan (GP), a tablet tablet-based BMI for alcohol use and HIV risk. Over three months of follow-up, GP participants reported 24% fewer heavy drinking days, 17% fewer alcohol problems, and 50% fewer new anal sex partners than controls. GP participants also reported fewer high-risk condomless anal sex events than controls, but these differences were not significant. These initial results suggest that web-based BMIs may be promising tools to help MSM reduce health risk behaviors.
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Affiliation(s)
- Tyler B Wray
- Center for Alcohol and Addictions Studies, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02912, USA.
| | - Christopher W Kahler
- Center for Alcohol and Addictions Studies, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02912, USA
| | - Erik M Simpanen
- Center for Alcohol and Addictions Studies, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02912, USA
| | - Don Operario
- Center for Alcohol and Addictions Studies, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02912, USA
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Wray TB, Chan PA, Simpanen E, Operario D. A Pilot, Randomized Controlled Trial of HIV Self-Testing and Real-Time Post-Test Counseling/Referral on Screening and Preventative Care Among Men Who Have Sex with Men. AIDS Patient Care STDS 2018; 32:360-367. [PMID: 30179528 DOI: 10.1089/apc.2018.0049] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
HIV self-testing (HST) could be an effective strategy for helping those at high risk test more regularly. However, concerns about HST's lack of follow-up care and referral have so far limited its use. In a pilot, randomized controlled trial, high-risk HIV-negative, or status unknown men who have sex with men (MSM; N = 65) were recruited from January 2016 to February 2017 and received (1) HST kits by mail, equipped with devices that detected when kits were opened and prompted a follow-up call from a counselor (eTEST); (2) standard HST kits with no follow-up (standard); or (3) informational letters about HIV testing locations (control) at baseline, 3 months, and 6 months. Monthly surveys over 7 months assessed HIV testing, sexually transmitted infection (STI) testing, access to prevention services, and behavioral risk reduction. All participants (100%) in the eTEST and standard HST groups reported HIV testing at least once during the 7-month period compared with 72% of controls. Repeat testing was higher among those in the HST groups versus controls (79% vs. 41%). Participants in the eTEST group were significantly more likely to receive risk reduction counseling, prevention supplies (e.g., condoms and lube), and PrEP referrals during the study period compared with standard HST and controls. No effects on STI testing or PrEP initiation emerged. Delivering HST kits to high-risk MSM at regular intervals could increase HIV testing rates and encourage more regular testing. Providing active post-test referrals alongside HST might also connect high-risk men with some other important services that encourage prevention behaviors.
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Affiliation(s)
- Tyler B. Wray
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island
| | - Philip A. Chan
- Department of Medicine, Brown University, Providence, Rhode Island
| | - Erik Simpanen
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island
| | - Don Operario
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island
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