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在两周的时间内,通过腕戴酒精生物传感器测量的酒精使用情况与通过生态瞬时评估进行的自我报告之间的相关性。

Correspondence between alcohol use measured by a wrist-worn alcohol biosensor and self-report via ecological momentary assessment over a 2-week period.

机构信息

Department of Epidemiology, College of Public Health and Health Profession and College of Medicine, University of Florida, Gainesville, Florida, USA.

Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, University Park, Pennsylvania, USA.

出版信息

Alcohol Clin Exp Res (Hoboken). 2023 Feb;47(2):308-318. doi: 10.1111/acer.14995. Epub 2022 Dec 21.

Abstract

BACKGROUND

Transdermal alcohol biosensors measure alcohol use continuously, passively, and non-invasively. There is little field research on the Skyn biosensor, a new-generation, wrist-worn transdermal alcohol biosensor, and little evaluation of its sensitivity and specificity and the day-level correspondence between transdermal alcohol concentration (TAC) and number of self-reported drinks.

METHODS

Participants (N = 36; 61% male, M  = 34.3) wore the Skyn biosensor and completed ecological momentary assessment (EMA) surveys about their alcohol use over 2 weeks. A total of 497 days of biosensor and EMA data were collected. Skyn-measured drinking episodes were defined by TAC > 5 μg/L. Skyn data were compared to self-reported drinking to calculate sensitivity and specificity (for drinking day vs. nondrinking day). Generalized estimating equations models were used to evaluate the correspondence between TAC features (peak TAC and TAC-area under the curve (AUC)) and number of drinks. Individual-level factors (sex, age, race/ethnicity, body mass index, human immunodeficiency virus status, and hazardous drinking) were examined to explore associations with TAC controlling for number of drinks.

RESULTS

Using a minimum TAC threshold of 5 μg/L plus coder review, the biosensor had sensitivity of 54.7% and specificity of 94.6% for distinguishing drinking from nondrinking days. Without coder review, the sensitivity was 78.1% and the specificity was 55.2%. Peak TAC (β = 0.92, p < 0.0001) and TAC-AUC (β = 1.60, p < 0.0001) were significantly associated with number of drinks. Females had significantly higher TAC levels than males for the same number of drinks.

CONCLUSIONS

Skyn-derived TAC can be used to measure alcohol use under naturalistic drinking conditions, additional research is needed to accurately identify drinking episodes based on Skyn TAC readings.

摘要

背景

经皮酒精生物传感器可连续、被动、无创地测量酒精使用情况。新型腕戴式经皮酒精生物传感器 Skyn 的现场研究较少,对其敏感性和特异性以及经皮酒精浓度(TAC)与自我报告饮酒量之间的日水平对应关系也鲜有评估。

方法

参与者(N=36;61%为男性,M=34.3)佩戴 Skyn 生物传感器,并在两周内通过生态瞬时评估(EMA)调查完成关于其饮酒情况的报告。共收集到 497 天的生物传感器和 EMA 数据。TAC>5μg/L 定义为 Skyn 测量的饮酒事件。将 Skyn 数据与自我报告的饮酒量进行比较,以计算敏感性和特异性(用于区分饮酒日与非饮酒日)。使用广义估计方程模型评估 TAC 特征(TAC 峰值和 TAC 曲线下面积(AUC))与饮酒量之间的对应关系。个体水平因素(性别、年龄、种族/民族、体重指数、人类免疫缺陷病毒状况和危险饮酒)用于在控制饮酒量的情况下探索与 TAC 的关联。

结果

使用最小 TAC 阈值为 5μg/L 加编码审查,生物传感器区分饮酒日与非饮酒日的敏感性为 54.7%,特异性为 94.6%。不进行编码审查时,敏感性为 78.1%,特异性为 55.2%。TAC 峰值(β=0.92,p<0.0001)和 TAC-AUC(β=1.60,p<0.0001)与饮酒量显著相关。对于相同的饮酒量,女性的 TAC 水平显著高于男性。

结论

Skyn 衍生的 TAC 可用于测量自然饮酒条件下的酒精使用情况,需要进一步的研究来根据 Skyn TAC 读数准确识别饮酒事件。

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