Literature DB >> 30179707

Estimating the quantity and time course of alcohol consumption from transdermal alcohol sensor data: A combined laboratory-ambulatory study.

Catharine E Fairbairn1, I Gary Rosen2, Susan E Luczak3, Walter J Venerable4.   

Abstract

Transdermal alcohol sensors offer enormous promise for the continuous, objective assessment of alcohol use. Although these sensors have been employed as abstinence monitors for some time now, it is only recently that models have been developed aimed at allowing researchers to derive estimates of the precise amount and time course of drinking, directly from transdermal data. Using data from a combined laboratory-ambulatory study, the current research aims to examine the validity of recently developed methods for estimating BrAC (breath alcohol concentration) directly from transdermal data. Forty-eight heavy social drinkers engaged in 7 days of ambulatory assessment outside the laboratory, and also participated in a laboratory alcohol-administration session. Participants wore the SCRAM transdermal sensor throughout the study, and during the 7 days of ambulatory assessment, they provided daily self-reports of their drinking and also took randomly prompted photographs 6 times per day, which were then evaluated for evidence of alcohol consumption. Results indicated strong associations between daily self-reports of drinking quantity and estimates of BrAC derived from transdermal sensors at both the between- and within-subject level. Data from randomly prompted photos indicated that the time course of estimated BrAC also had validity. Results offer promise for novel methods of estimating BrAC from transdermal data, including those taking a nomothetic (population-based) approach to this estimation, thus potentially adding to our arsenal of techniques for understanding, diagnosing, and ultimately treating alcohol use disorder.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Alcohol; Ambulatory methods; BrAC; Laboratory; Measurement; Transdermal

Year:  2018        PMID: 30179707      PMCID: PMC6395533          DOI: 10.1016/j.alcohol.2018.08.015

Source DB:  PubMed          Journal:  Alcohol        ISSN: 0741-8329            Impact factor:   2.405


  23 in total

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Journal:  Alcohol Clin Exp Res       Date:  2000-04       Impact factor: 3.455

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4.  Contingency management for alcohol use reduction: a pilot study using a transdermal alcohol sensor.

Authors:  Nancy P Barnett; Jennifer Tidey; James G Murphy; Robert Swift; Suzanne M Colby
Journal:  Drug Alcohol Depend       Date:  2011-06-12       Impact factor: 4.492

Review 5.  Continuous objective monitoring of alcohol use: twenty-first century measurement using transdermal sensors.

Authors:  Thad R Leffingwell; Nathaniel J Cooney; James G Murphy; Susan Luczak; Gary Rosen; Donald M Dougherty; Nancy P Barnett
Journal:  Alcohol Clin Exp Res       Date:  2012-07-23       Impact factor: 3.455

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Authors:  Ying Yang; Catherine Fairbairn; Jeffrey F Cohn
Journal:  IEEE Trans Affect Comput       Date:  2013-07-11       Impact factor: 10.506

7.  Time Delays in Transdermal Alcohol Concentrations Relative to Breath Alcohol Concentrations.

Authors:  Tara E Karns-Wright; John D Roache; Nathalie Hill-Kapturczak; Yuanyuan Liang; Jillian Mullen; Donald M Dougherty
Journal:  Alcohol Alcohol       Date:  2016-08-13       Impact factor: 2.826

Review 8.  Ecological momentary assessment (EMA) in studies of substance use.

Authors:  Saul Shiffman
Journal:  Psychol Assess       Date:  2009-12

9.  Blind Deconvolution for Distributed Parameter Systems with Unbounded Input and Output and Determining Blood Alcohol Concentration from Transdermal Biosensor Data.

Authors:  I G Rosen; Susan E Luczak; Jordan Weiss
Journal:  Appl Math Comput       Date:  2014-03-15       Impact factor: 4.091

10.  A multimodal investigation of contextual effects on alcohol's emotional rewards.

Authors:  Catharine E Fairbairn; Konrad Bresin; Dahyeon Kang; I Gary Rosen; Talia Ariss; Susan E Luczak; Nancy P Barnett; Nathaniel S Eckland
Journal:  J Abnorm Psychol       Date:  2018-05
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  10 in total

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Authors:  Thomas M Piasecki
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2.  Temporal Dynamics of Transdermal Alcohol Concentration Measured via New-Generation Wrist-Worn Biosensor.

Authors:  Catharine E Fairbairn; Dahyeon Kang
Journal:  Alcohol Clin Exp Res       Date:  2019-08-30       Impact factor: 3.455

Review 3.  Validating transdermal alcohol biosensors: a meta-analysis of associations between blood/breath-based measures and transdermal alcohol sensor output.

Authors:  Jiachen Yu; Catharine E Fairbairn; Laura Gurrieri; Eddie P Caumiant
Journal:  Addiction       Date:  2022-06-12       Impact factor: 7.256

4.  A multimodal, longitudinal investigation of alcohol's emotional rewards and drinking over time in young adults.

Authors:  Walter J Venerable; Catharine E Fairbairn
Journal:  Psychol Addict Behav       Date:  2020-03-02

5.  The Association Between Negative and Positive Affect and Alcohol Use: An Ambulatory Study.

Authors:  Konrad Bresin; Catharine E Fairbairn
Journal:  J Stud Alcohol Drugs       Date:  2019-11       Impact factor: 2.582

6.  Applying a novel population-based model approach to estimating breath alcohol concentration (BrAC) from transdermal alcohol concentration (TAC) biosensor data.

Authors:  Melike Sirlanci; I Gary Rosen; Tamara L Wall; Susan E Luczak
Journal:  Alcohol       Date:  2018-09-20       Impact factor: 2.405

7.  Effects of stomach content on the breath alcohol concentration-transdermal alcohol concentration relationship.

Authors:  Emily B Saldich; Chunming Wang; I Gary Rosen; Jay Bartroff; Susan E Luczak
Journal:  Drug Alcohol Rev       Date:  2021-03-12

8.  Transdermal sensor features correlate with ecological momentary assessment drinking reports and predict alcohol-related consequences in young adults' natural settings.

Authors:  Michael A Russell; Robert J Turrisi; Joshua M Smyth
Journal:  Alcohol Clin Exp Res       Date:  2022-01-23       Impact factor: 3.455

Review 9.  Accuracy of Wearable Transdermal Alcohol Sensors: Systematic Review.

Authors:  Eileen Brobbin; Paolo Deluca; Sofia Hemrage; Colin Drummond
Journal:  J Med Internet Res       Date:  2022-04-14       Impact factor: 7.076

10.  Ecological Momentary Assessment of Alcohol Consumption and Its Concordance with Transdermal Alcohol Detection and Timeline Follow-Back Self-report Among Adults Experiencing Homelessness.

Authors:  Eun-Young Mun; Xiaoyin Li; Michael S Businelle; Emily T Hébert; Zhengqi Tan; Nancy P Barnett; Scott T Walters
Journal:  Alcohol Clin Exp Res       Date:  2021-03-03       Impact factor: 3.455

  10 in total

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