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表征感知可用性及其与戒烟的相关性:对戒烟应用程序quitSTART用户评估的分析

Characterizing perceived usability and its correlation with smoking cessation: An analysis of user assessments of the smoking cessation app quitSTART.

作者信息

Chen Ziyan, Siegel Leeann N, Prutzman Yvonne M, Wiseman Kara P

机构信息

University of Virginia School of Medicine, Charlottesville, VA, USA.

National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.

出版信息

Internet Interv. 2024 Jan 17;35:100714. doi: 10.1016/j.invent.2024.100714. eCollection 2024 Mar.

Abstract

BACKGROUND

As smartphone ownership has become common in all demographic groups in the United States, smartphone applications (apps) for smoking cessation have grown in popularity due to their potential for supporting the diverse populations in the United States who are attempting to quit smoking. Usability is commonly assessed in mobile health (mHealth) technology as an important aspect of the user experience that could influence users' adherence to a health app and health outcomes. However, the variation of perceived usability across demographic groups, and the implications of that variation for app success, have not been well studied.

OBJECTIVE

The aims of this study were to characterize variation in the perceived usability of the National Cancer Institute Smokefree.gov Initiative smoking cessation app quitSTART across demographic groups, and to assess the correlation between perceived usability and short-term smoking cessation.

METHODS

We conducted a secondary analysis of data from a randomized controlled trial conducted from 2020 to 2021, which used a 16-item modified version of the mHealth App Usability Questionnaire (MAUQ) to quantify perceived usability four weeks after app download among 131 smokers attempting to quit. Responses were coded on a 5-point Likert-type scale ranging from strongly disagree (1) to strongly agree (5) and total perceived usability was calculated as the sum of all 16 items (range: 16-80). Associations between participant demographic characteristics (gender, race, education level, age, etc.) and total usability were determined using an ANCOVA model. A multivariable logistic regression model was used to assess the association between usability and smoking cessation, also assessed 4 weeks after app download.

RESULTS

The ANCOVA model demonstrated that race was associated with perceived usability, with participants from a racial minority group reporting higher total usability than White participants (p < 0.001). White participants had an adjusted mean total usability of 55.8 (95 % CI: 52.8, 58.8) while racial minority group participants had an adjusted mean total usability of 66.5 (95 % CI: 61.2, 71.6). Other participant demographic characteristics, such as gender and sexual minority status, were not associated with mean total usability. Total usability was positively associated with smoking cessation (OR: 1.04, 95 % CI: 1.00, 1.08, p = 0.031).

CONCLUSIONS

Total perceived usability of quitSTART was higher among adults from a racial minority group compared to White adults, and perceived usability was positively associated with cessation success. These findings emphasize the importance of ensuring high usability of mHealth smoking cessation apps for diverse populations.

摘要

背景

随着智能手机在美国所有人口群体中变得普遍,用于戒烟的智能手机应用程序(应用)越来越受欢迎,因为它们有潜力支持美国试图戒烟的不同人群。可用性通常在移动健康(mHealth)技术中作为用户体验的一个重要方面进行评估,这可能会影响用户对健康应用程序的坚持程度和健康结果。然而,不同人口群体之间感知可用性的差异以及这种差异对应用程序成功的影响尚未得到充分研究。

目的

本研究的目的是描述美国国立癌症研究所Smokefree.gov倡议的戒烟应用程序quitSTART在不同人口群体中感知可用性的差异,并评估感知可用性与短期戒烟之间的相关性。

方法

我们对2020年至2021年进行的一项随机对照试验的数据进行了二次分析,该试验使用了移动健康应用程序可用性问卷(MAUQ)的16项修改版,在131名试图戒烟的吸烟者下载应用程序四周后量化感知可用性。回答采用5点李克特量表进行编码,从强烈不同意(1)到强烈同意(5),总感知可用性计算为所有16项的总和(范围:16 - 80)。使用协方差分析(ANCOVA)模型确定参与者人口统计学特征(性别、种族、教育水平、年龄等)与总可用性之间的关联。使用多变量逻辑回归模型评估可用性与戒烟之间的关联,同样在应用程序下载4周后进行评估。

结果

ANCOVA模型表明,种族与感知可用性相关,少数族裔群体的参与者报告的总可用性高于白人参与者(p < 0.001)。白人参与者调整后的平均总可用性为55.8(95%置信区间:52.8,58.8),而少数族裔群体参与者调整后的平均总可用性为66.5(95%置信区间:61.2,71.6)。其他参与者人口统计学特征,如性别和性少数群体身份,与平均总可用性无关。总可用性与戒烟呈正相关(比值比:1.04,95%置信区间:1.00,1.08,p = 0.031)。

结论

与白人成年人相比,少数族裔群体成年人对quitSTART的总感知可用性更高,且感知可用性与戒烟成功呈正相关。这些发现强调了确保移动健康戒烟应用程序对不同人群具有高可用性的重要性。

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Tobacco Product Use Among Adults - United States, 2021.成年人烟草制品使用情况 - 美国,2021 年。
MMWR Morb Mortal Wkly Rep. 2023 May 5;72(18):475-483. doi: 10.15585/mmwr.mm7218a1.

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