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成人短信戒烟干预项目保留率的预测因素:队列研究。

Predictors of Retention in an Adult Text Messaging Smoking Cessation Intervention Program: Cohort Study.

机构信息

Tobacco Control Research Branch, Behavioral Research Program, National Cancer Institute, Bethesda, MD, United States.

ICF, Fairfax, VA, United States.

出版信息

JMIR Mhealth Uhealth. 2019 Aug 1;7(8):e13712. doi: 10.2196/13712.

Abstract

BACKGROUND

Mobile health tools such as text messaging programs can support smoking cessation. However, high rates of disengagement from these tools decrease their effectiveness.

OBJECTIVE

The purpose of this study was to identify user characteristics associated with retention in an adult text messaging smoking cessation intervention.

METHODS

Adults initiating a quit attempt using the publicly available program SmokefreeTXT between March 6 and June 21, 2016 (n=6215), were included. Data were collected to assess nicotine dependence, frequency of being around other smokers, time of the day for cigarette cravings, extrinsic and intrinsic motivation to quit smoking, confidence in quitting, and long-term intention to be smoke free. Multivariable survival analysis modeling for time to opt out was conducted to identify characteristics associated with opting out over the course of the intervention, adjusting for age, sex, and smoking frequency, reset of the quit date by the user, and the number of days enrolled before initiating the quit attempt. Among those who opted out, multivariable multinomial logistic regression analysis was used to identify predictors of opting out early (within 3 days and between 4 and 7 days into the quit attempt) compared to opting out late (more than 7 days into the quit attempt), adjusting for the same confounders.

RESULTS

Survival analyses indicated that younger age, female sex, higher levels of nicotine dependence, lower intention to be smoke free, and enrolling in SmokefreeTXT ≤1 week before initiating the quit attempt were associated with an increased risk of opting out. For example, users who smoked within 5 minutes of waking up were 1.17 times more likely to opt out than those who smoked more than 5 minutes after waking up (95% CI 1.01-1.35). Among users who opted out from SmokefreeTXT, logistic regression modeling indicated that compared to users who were never or rarely around other smokers, those who were sometimes around other smokers had 1.96 times more likely to opt out within the first 3 days of the quit attempt (95% CI 1.18-3.25). In addition, compared to users with high levels of long-term quit intention, users with lower levels of intention had 1.80 times the odds of opting out between 4 and 7 days into the quit attempt (95% CI 1.02-3.18). Users who reset their quit date after initiating a quit attempt were less likely to opt out at either time point compared with those who did not reset their quit date.

CONCLUSIONS

Several user characteristics are associated with retention in an adult text messaging smoking cessation program. These results provide guidance on potential characteristics that should be addressed in future text messaging smoking cessation programs. Providing additional support to users with these characteristics may increase retention in text messaging programs and ultimately lead to smoking cessation.

摘要

背景

移动健康工具,如短信程序,可以支持戒烟。然而,这些工具的高退出率降低了它们的效果。

目的

本研究的目的是确定与成人短信戒烟干预保留相关的用户特征。

方法

2016 年 3 月 6 日至 6 月 21 日期间,使用公开提供的程序 SmokefreeTXT 开始戒烟尝试的成年人(n=6215)被纳入研究。收集数据以评估尼古丁依赖、与其他吸烟者接触的频率、吸烟欲望出现的时间、戒烟的外在和内在动机、戒烟信心以及长期无烟意图。对退出选项进行多变量生存分析模型,以确定与干预过程中退出相关的特征,调整年龄、性别和吸烟频率、用户重置戒烟日期以及开始戒烟尝试前的登记天数。对于那些选择退出的人,使用多变量多项逻辑回归分析来确定与早期退出(戒烟尝试的前 3 天和 4-7 天)相比,晚期退出(戒烟尝试的 7 天以上)的预测因素,调整了相同的混杂因素。

结果

生存分析表明,年龄较小、女性、尼古丁依赖程度较高、无烟意图较低以及在开始戒烟尝试前≤1 周内注册 SmokefreeTXT 与退出风险增加相关。例如,与醒来后吸烟超过 5 分钟的用户相比,醒来后 5 分钟内吸烟的用户选择退出的可能性高 1.17 倍(95%CI 1.01-1.35)。在从 SmokefreeTXT 中选择退出的用户中,逻辑回归模型表明,与从未或很少与其他吸烟者在一起的用户相比,有时与其他吸烟者在一起的用户在前 3 天戒烟尝试中选择退出的可能性高 1.96 倍(95%CI 1.18-3.25)。此外,与长期戒烟意图水平较高的用户相比,意图水平较低的用户在戒烟尝试的第 4-7 天选择退出的可能性高 1.80 倍(95%CI 1.02-3.18)。与未重置戒烟日期的用户相比,在开始戒烟尝试后重置戒烟日期的用户在任何时间点选择退出的可能性都较低。

结论

一些用户特征与成人短信戒烟计划的保留相关。这些结果为未来的短信戒烟计划提供了关于可能需要解决的特征的指导。为具有这些特征的用户提供额外的支持可能会增加短信计划的保留率,并最终导致戒烟。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dcdd/6694733/fc251ce183c4/mhealth_v7i8e13712_fig1.jpg

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