Ecological momentary assessment

生态瞬间评价
  • 文章类型: Journal Article
    OBJECTIVE: The present study aimed to examine: (a) whether distinct momentary emotion dysregulation dimensions differentially mediated momentary associations between affect and disordered eating behaviours (DEBs) in the natural environment; (b) whether these associations differed based on affect, emotion dysregulation, and DEB type.
    METHODS: 150 women with eating disorder pathology (Mage = 20.95, SD = 4.14) completed 4 surveys targeting affect, emotion dysregulation, and DEBs each day for a 10-day ecological momentary assessment period. Multilevel structural equation models examined whether four momentary emotion dysregulation dimensions (difficulties with emotional and behavioural modulation, lack of emotional acceptance, awareness, and clarity) mediated momentary associations between negative and positive affect (PA), and loss of control eating, overeating, and dietary restriction.
    RESULTS: Momentary difficulties with emotional and behavioural modulation mediated momentary associations between negative affect (NA) and women\'s loss of control eating and overeating. These findings did not extend to PA, the other emotion dysregulation dimensions, or dietary restriction.
    CONCLUSIONS: Collectively, these results support emotional and behavioural modulation deficits in the natural environment as potential transdiagnostic maintenance mechanisms of overeating and loss of control eating. These findings also support the potential benefits of targeting NA and this type of emotion dysregulation in existing and novel real-time eating disorders interventions.
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  • 文章类型: Journal Article
    目的:在这项观察性研究中,我们使用来自FeverApp注册表的数据确定了mHealth应用程序(app)在德国的分布情况.
    方法:对注册表数据进行处理,以评估应用程序分发的总体月度趋势,并分解了季节自回归综合移动平均模型来研究时间序列。进行了样本比较,将来自冷呼叫的数据与FeverApp的自我注册分销商进行匹配。
    结果:在881名儿科和青少年医疗实践中,在2019年至2023年8月之间招募了27,300名应用程序用户。每月招募的用户人数稳步增加。观察到季节性趋势,在冬季表现出更高的分布。自我注册的儿科实践并没有比冷称的实践招募更多的应用程序用户,两组中大约每25个家庭都被招募。
    结论:冬季更多应用程序注册的趋势可能与德国的流感季节有关。实践的内在和外在动机因素似乎对分布有很大的影响。我们观察到应用程序分布的积极趋势。季节性发热感染和实践中的个体分布方法会影响FeverApp在德国的分布。家庭因素可能比分配实践的动机具有更大的影响。
    OBJECTIVE: In this observational study, we determined the distribution of mHealth applications (apps) in Germany using data from the FeverApp registry.
    METHODS: The registry data were processed to assess general monthly trends in app distribution, and a seasonal autoregressive integrated moving average model was decomposed to investigate time series. A sample comparison was made matching data from cold-called against self-registered distributers of the FeverApp.
    RESULTS: Among 881 pediatric and adolescent medical practices, 27,300 app users were recruited between 2019 and August 2023. The number of monthly recruited users increased steadily. A seasonal trend was observed, showing a higher distribution in winter months. Self-registered pediatric practices did not recruit significantly more app users than cold-called practices, with approximately every 25th family recruited in both groups.
    CONCLUSIONS: The trend of more app sign-ups during winter is likely related to the flu season in Germany. Intrinsic and extrinsic motivational factors of the practices seem to have a large impact on the distribution. We observed a positive trend in the app distribution. Seasonal febrile infections and individual distribution methods among practices influence the distribution of the FeverApp in Germany. Family factors may have a greater influence than the motivation of distributing practices.
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  • 文章类型: Journal Article
    背景:积极应对技能的使用已证明对非自杀自我伤害(NSSI)参与具有保护作用;但是,横断面证据表明,共存条件的存在,如酒精使用障碍,可以否定这些好处。目的:本研究利用生态瞬时评估(EMA)来检查积极应对策略和NSSI风险之间的人与人之间的关系。方法:本科生(n=56)完成了21天的EMA方案,他们每天完成四项调查,询问他们使用几种积极应对策略和NSSI风险。结果:社交是对NSSI风险具有保护作用的唯一应对策略。或者,寻找视角的应对策略,积极思考,和坐着的感觉,直到他们通过所有增加的NSSI风险。局限性:当前的研究在解决与从事NSSI和NSSI行为的冲动之间的关系方面能力不足。结论:结果表明,使用可能存在身体障碍的应对技巧来参与NSSI可能对降低瞬时NSSI风险有效。
    Background: The use of positive coping skills has demonstrated protective effects with regard to Nonsuicidal Self-Injury (NSSI) engagement; however, cross-sectional evidence suggests that the presence of comorbid conditions, such as alcohol use disorders, may negate these benefits. Aims: The current study leverages ecological momentary assessment (EMA) to examine the between-person and within-person relationships between positive coping strategies and NSSI risk among individuals with problematic alcohol use. Method: Undergraduate students (n = 56) completed a 21-day EMA protocol, in which they completed four surveys per day asking about their use of several positive coping strategies and NSSI risk. Results: Socializing was the only coping strategy to demonstrate a protective effect on NSSI risk. Alternatively, the coping strategies of finding perspective, positive thinking, and sitting with feelings until they pass all increased risk for NSSI. Limitations: The current study was underpowered to disentangle relationships with urges to engage in NSSI and NSSI behaviors. Conclusion: The results suggest that using coping skills that may present physical barriers to engaging in NSSI may be effective for reducing momentary NSSI risk.
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  • 文章类型: Journal Article
    背景:自杀意念是由多个相互作用的危险因素随着时间的推移复杂的相互作用引起的。最近,生态瞬时评估(EMA)增加了我们对与实时自杀意念相关因素的理解,以及那些在小时和天的水平上预测想法的人。在这里,我们使用统计网络方法来调查哪些认知情感风险和保护因素与自杀意念的时间动态相关。
    方法:SAFE研究是一项纵向队列研究,包括82名目前有自杀意念的参与者,他们在21天内完成了4次/天的EMA。我们对三个自杀意念成分的同期(t)和时间(t+1)关联进行了建模(被动意念,积极的想法,和后天能力)及其预测因素(积极和消极影响,焦虑,绝望,孤独,繁重,和乐观)使用多级向量自回归模型。
    结果:同时,被动自杀意念与悲伤呈正相关,绝望,孤独,和繁重,对幸福产生负面影响,冷静,和乐观;主动自杀意念与被动自杀意念呈正相关,悲伤,和羞耻;以及只有被动和主动自杀意念的后天能力。习得能力和绝望在t+1时正向预测被动意念,进而预测主动意念;习得能力在t+1时通过羞耻得到正向预测,负负担。
    结论:我们的研究结果表明,自杀意念与其预测因素之间存在系统的实时关联,不同的因素可能会独特地影响思维的不同组成部分。这些因素可能代表安全规划和风险检测的重要目标。
    BACKGROUND: Suicidal ideation arises from a complex interplay of multiple interacting risk factors over time. Recently, ecological momentary assessment (EMA) has increased our understanding of factors associated with real-time suicidal ideation, as well as those predicting ideation at the level of hours and days. Here we used statistical network methods to investigate which cognitive-affective risk and protective factors are associated with the temporal dynamics of suicidal ideation.
    METHODS: The SAFE study is a longitudinal cohort study of 82 participants with current suicidal ideation who completed 4×/day EMA over 21 days. We modeled contemporaneous (t) and temporal (t + 1) associations of three suicidal ideation components (passive ideation, active ideation, and acquired capability) and their predictors (positive and negative affect, anxiety, hopelessness, loneliness, burdensomeness, and optimism) using multilevel vector auto-regression models.
    RESULTS: Contemporaneously, passive suicidal ideation was positively associated with sadness, hopelessness, loneliness, and burdensomeness, and negatively with happiness, calmness, and optimism; active suicidal ideation was positively associated with passive suicidal ideation, sadness, and shame; and acquired capability only with passive and active suicidal ideation. Acquired capability and hopelessness positively predicted passive ideation at t + 1, which in turn predicted active ideation; acquired capability was positively predicted at t + 1 by shame, and negatively by burdensomeness.
    CONCLUSIONS: Our findings show that systematic real-time associations exist between suicidal ideation and its predictors, and that different factors may uniquely influence distinct components of ideation. These factors may represent important targets for safety planning and risk detection.
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  • 文章类型: Journal Article
    背景:许多进食障碍(ED)患者从事过度和强迫性的体育锻炼(病理性锻炼,体育)调节负面情绪或“燃烧卡路里”。“PE会导致负面的健康后果。非运动活动(NEA)具有作为干预目标的潜力,可以抵消PE和有问题的饮食行为,因为它与积极的情绪效应有关。然而,到目前为止,目前还没有关于在健康人群中看到的NEA和情绪之间的正相关是否转化为ED患者的调查。
    方法:为了研究ED中NEA和情绪的潜在关联,我们对29例ED患者和35例健康对照(HCs)进行了为期7天的动态评估研究.我们通过加速度计测量了NEA,并通过基于事件的混合采样策略在电子智能手机日记上反复评估了情绪,活动和时间。NEA对情绪的主体内部和主体之间的影响,体育作为主持人,并通过多水平建模分析了影响的时间过程。
    结果:NEA增加了效价(β=2.12,p<0.001)和能量唤醒(β=4.02,p<0.001),但对镇静没有显着影响。NEA对能量唤醒的影响,其中HCs(βHC=6.26,p<0.001)明显强于ED(βED=4.02,p<0.001;β相互作用=2.24,p=0.0135)。NEA的影响在NEA的大多数时间范围内都是稳健的,并且受到PE的显着调节,也就是说,较低的PE水平对能量唤醒表现出较强的NEA效应。
    结论:患有ED和HC的患者从NEA中表现出情感益处,部分取决于PE水平。如果在实验日常生活研究中复制,这些证据可能为应对负面情绪的快速NEA干预铺平道路.如果将干预措施作为即时适应性干预措施(JITAI)进行,则干预措施可能特别有希望,并且应根据PE水平进行调整。
    BACKGROUND: Many patients with eating disorders (EDs) engage in excessive and compulsive physical activity (pathological exercise, PE) to regulate negative mood or to \"burn calories.\" PE can lead to negative health consequences. Non-exercise activity (NEA) bears the potential to serve as intervention target to counteract PE and problematic eating behaviors since it has been associated with positive mood effects. However, to date, there is no investigation on whether the positive link between NEA and mood seen in the healthy translates to patients with ED.
    METHODS: To study potential associations of NEA and mood in ED, we subjected 29 ED-patients and 35 healthy controls (HCs) to an ambulatory assessment study across 7 days. We measured NEA via accelerometers and repeatedly assessed mood on electronic smartphone diaries via a mixed sampling strategy based on events, activity and time. Within- and between-subject effects of NEA on mood, PE as moderator, and the temporal course of effects were analyzed via multilevel modeling.
    RESULTS: NEA increased valence (β = 2.12, p < 0.001) and energetic arousal (β = 4.02, p < 0.001) but showed no significant effect on calmness. The effects of NEA on energetic arousal where significantly stronger for HCs (βHC = 6.26, p < 0.001) than for EDs (βED = 4.02, p < 0.001; βinteraction = 2.24, p = 0.0135). Effects of NEA were robust across most timeframes of NEA and significantly moderated by PE, that is, Lower PE levels exhibited stronger NEA effects on energetic arousal.
    CONCLUSIONS: Patients with ED and HC show an affective benefit from NEA, partly depending on the level of PE. If replicated in experimental daily life studies, this evidence may pave the way towards expedient NEA interventions to cope with negative mood. Interventions could be especially promising if delivered as Just-in-time adaptive interventions (JITAIs) and should be tailored according to the PE level.
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  • 文章类型: Journal Article
    葡萄糖变异性(GV)-葡萄糖水平在一定时间内的波动程度-正在成为动态血糖控制的重要参数。据报道,反复的血糖波动与糖尿病并发症有关。这项前瞻性观察性研究旨在:(1)确定与高GV相关的多层次风险因素(个人和社会环境因素);(2)利用人内数据确定高GV的“人内预测因子”,以告知未来的个性化糖尿病干预措施;(3)检查哪些生活方式因素介导或调节了2型糖尿病(T2D)成人中情绪健康与GV之间的关系。我们将从社区招募200名T2D成年人。所有参与者将完成评估人口统计的基线调查,生活方式,社会建设环境,和临床因素。将使用连续葡萄糖监测(CGM)测量实时动态葡萄糖水平。Sleep,身体活动,饮食/饮食,和情绪健康将测量与活动记录设备和实时自我报告工具(生态瞬时评估[EMA])在14天。两个24小时的饮食召回数据将通过在线视频通话收集。广义线性模型,多层次模型,并将开发结构方程模型来实现研究目标。该研究的结果将确定高GV的高危人群,他们将从CGM中受益,以改善糖尿病的预后,并通过对GV的理解和支持,为未来针对生活方式行为的个性化及时干预措施的发展提供信息。
    Glucose variability (GV)-the degree of fluctuation in glucose levels over a certain period of time-is emerging as an important parameter of dynamic glycemic control. Repeated glycemic oscillations have been reported to be the link to diabetes complications. This prospective observational study aims to: (1) identify multilevel risk factors (personal and social-built environmental factors) associated with high GV; (2) identify \"within-person predictors\" of high GV leveraging the intra-person data to inform future personalized diabetes interventions; and (3) examine which lifestyle factors either mediate or moderate the relationship between emotional well-being and GV among diverse adults with type 2 diabetes (T2D). We will recruit 200 adults with T2D from the community. All participants will complete baseline surveys assessing demographics, lifestyle, social-built environmental, and clinical factors. Real-time dynamic glucose levels will be measured using continuous glucose monitoring (CGM). Sleep, physical activity, diet/eating, and emotional well-being will be measured with an actigraphy device and a real-time self-report tool (ecological momentary assessment [EMA]) across 14 days. Two 24-h dietary recall data will be collected by online video calls. Generalized linear models, multilevel models, and structural equation models will be developed to achieve the study aims. The findings from the study will identify high-risk groups of high GV who would benefit from CGM to improve diabetes outcomes and inform the future development of personalized just-in-time interventions targeting lifestyle behaviors with an increased understanding of GV and by supporting healthcare providers\' clinical decisions.
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  • 文章类型: Journal Article
    精神病谱系障碍(PSD)与不良的社会功能有关。在这项研究中,我们调查了两种不同类型的为期2个月的培训课程中哪一种在改善日常互动和生活质量方面更有效.
    患有精神病谱系障碍的参与者将被随机分配到两个培训课程之一。社会功能,日常活动,社会认知和症状将在多个时间点进行评估,包括基线,治疗中点,治疗结束和2个月随访。一个培训的重点是如何对其他人在社交场合的想法或感受做出良好的判断,以及为什么人们会在不同的情况下以某种方式行事。其他培训侧重于处理日常问题和压力源的不同策略。这两种培训都是在与研究人员的一对一会议中完成的。将有16-20个培训课程,每个约45-60分钟长。调查人员将要求参与者每周参加2次培训课程,所以总的培训时间应该是2个月左右。
    PROSPERO,标识符NCT04557124。
    UNASSIGNED: Psychotic spectrum disorders (PSD) are associated with poor social function. In this study, we investigate which of two different types of 2-month long training courses is more effective in improving day-to-day interactions and quality of life.
    UNASSIGNED: Participants with psychotic spectrum disorders will be randomly assigned to one of two training courses. Social functioning, everyday activities, social cognition and symptoms will be assessed at multiple timepoints, including baseline, treatment midpoint, end of treatment and 2-month follow-up. One training focuses on how to make good judgments about what other people may be thinking or feeling in social situations, and why people might act in certain ways in different situations. The other training focuses on different strategies for handling everyday problems and stressors. Both trainings are done in one-on-one sessions with a research staff member. There will be 16-20 training sessions, each about 45-60 minutes long. The investigators will ask participants to attend 2 training sessions per week, so the total training time should be about 2 months.
    UNASSIGNED: PROSPERO, identifier NCT04557124.
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  • 文章类型: Journal Article
    背景:不健康的饮酒对艾滋病毒感染者(PLWH)的发病率和死亡率构成重大风险,部分通过其对艾滋病毒管理的影响。慢性疼痛,常见的合并症,加剧了对艾滋病毒护理连续体的次优参与,并对酒精结局产生不利影响。没有一体化,迄今为止,解决PLWH之间这些合并症的可访问方法。本文介绍了一项综合远程健康干预的研究协议,以减少PLWH(酒精和疼痛的动机和认知行为管理[INTV])中的不健康饮酒和慢性疼痛。
    方法:将通过在线广告在全国范围内招募250名不健康饮酒和慢性疼痛的PLWH。知情同意和基线评估远程进行,接下来是15天的生态瞬时评估,以评估酒精使用情况,慢性疼痛,功能,和行为改变的机制。接下来,参与者将被随机分为INTV或对照(CTL)条件.两种情况下的个人将在随机化后通过视频会议与健康顾问会面,处于INTV状态的人将获得6个额外的会话。在基线后3个月和6个月,参与者将完成结果评估。假设与CTL状况相比,INTV状况将导致不健康的酒精使用和疼痛等级降低。
    结论:本协议论文描述了一项随机对照试验,该试验测试了一种新型,综合远程保健方法,减少PLWH的不健康酒精使用和慢性疼痛,影响HIV治疗级联的两种常见合并症。
    结果:
    NCT05503173。
    BACKGROUND: Unhealthy alcohol use represents a significant risk for morbidity and mortality among people living with HIV (PLWH), in part through its impact on HIV management. Chronic pain, a common comorbidity, exacerbates suboptimal engagement in the HIV care continuum and has reciprocal detrimental effects on alcohol outcomes. There are no integrated, accessible approaches that address these comorbid conditions among PLWH to date. This paper describes a research study protocol of an integrated telehealth intervention to reduce unhealthy drinking and chronic pain among PLWH (Motivational and Cognitive-Behavioral Management for Alcohol and Pain [INTV]).
    METHODS: Two-hundred and fifty PLWH with unhealthy drinking and chronic pain will be recruited nationally via online advertisement. Informed consent and baseline assessments occur remotely, followed by 15 days of ecological momentary assessment to assess alcohol use, chronic pain, functioning, and mechanisms of behavior change. Next, participants will be randomized to either the INTV or Control (CTL) condition. Individuals in both conditions will meet with a health counselor through videoconferencing following randomization, and those in the INTV condition will receive 6 additional sessions. At 3- and 6-months post-baseline, participants will complete outcome assessments. It is hypothesized that the INTV condition will result in reduced unhealthy alcohol use and pain ratings compared to the CTL condition.
    CONCLUSIONS: This protocol paper describes a randomized controlled trial which tests the efficacy of a novel, integrated telehealth approach to reduce unhealthy alcohol use and chronic pain for PLWH, two common comorbid conditions that influence the HIV treatment cascade.
    RESULTS:
    UNASSIGNED: NCT05503173.
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  • 文章类型: Journal Article
    父母在孩子的情绪调节(ER)能力中起着重要作用。自闭症谱系障碍(ASD)儿童通常难以调节他们的情绪,这可以表现为外部化的行为问题。ASD儿童的父母促进他们孩子的ER发展,以应对独特的挑战和压力源,经常发展弹性,但其他时候会导致孩子的失调和行为挑战。目前尚不清楚有多少瞬时压力会削弱父母对儿童ER的情感促进及其对儿童行为功能的影响。使用生态瞬时评估方法,当前的研究通过考虑ASD儿童的父母如何通过(1)父母的ER能力来促进儿童ER来探索这一过程,(2)情感社会化风格,(3)表达的情感。多水平模型探索了亲本ER促进对瞬时亲本应激与行为强度之间关联的相对影响。结果表明,父母的ER能力和特定的情感社会化方式与父母的瞬时压力和孩子的行为相互作用,而家庭的情绪气氛更直接地影响孩子的行为。在父母压力和患有ASD和行为问题的儿童的背景下,父母ER促进的作用是复杂和多方面的。讨论了通过父母参与进一步支持儿童情绪发展的含义。
    Parents play a substantial role in their children\'s emotion regulation (ER) abilities. Children with autism spectrum disorder (ASD) often have difficulties regulating their emotions, which can manifest as externalizing behavioral issues. Parents of children with ASD facilitate their children\'s ER development in response to unique challenges and stressors, often developing resiliency but other times contributing to their children\'s dysregulation and behavioral challenges. It is unclear how much momentary stress attenuates parents\' emotional facilitation of child ER and its effect on child behavioral functioning. Using an ecological momentary assessment approach, the current study explores this process by considering how parents of children with ASD facilitate child ER through (1) parent ER ability, (2) emotion socialization style, and (3) expressed emotion. Multilevel models explored the relative influences of parent ER facilitation on the association between momentary parent stress and behavioral intensity. Results suggest that parent ER abilities and specific emotion socialization styles interact with momentary parent stress and child behavior, whereas emotional climate of the home impacts child behavior more directly. The role of parent ER facilitation in the context of parent stress and children with ASD and behavioral problems is complex and multifaceted. Implications for further supporting children\'s emotional development via parent involvement are discussed.
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  • 文章类型: Journal Article
    背景:酒精营销暴露之间的关系,酒精使用,和购买已经被广泛研究。然而,使用移动健康工具在现实环境中考察因果关系的前瞻性研究是有限的.
    目的:我们使用生态瞬时评估(EMA)来检查酒精营销暴露对任何酒精使用的人内和人之间的影响,酒精使用量,任何酒精购买,以及大学生购买酒精的频率。
    方法:从2020年1月至6月,我们通过EMA在报告当前饮酒的香港大学生中进行了一项前瞻性队列研究。连续14天,每个参与者完成5个固定间隔,每天通过智能手机应用程序向EMA发送信号。每个EMA都询问了酒精营销暴露的数量和类型,使用的酒精的数量和类型,以及是否购买了酒精,都在过去3小时内。我们使用了两部分模型,包括多级逻辑回归和多级伽马回归,检查酒精营销暴露的数量是否与随后的酒精使用和酒精购买有关。
    结果:共有49名学生参加,33%(16/49)是男性。平均年龄为22.6(SD2.6)岁。他们完成了2360个EMA(完成率:2360/3430,68.8%)。参与者报告接触酒精营销的比例为5.9%(140/2360),酒精使用率为6.1%(145/2360),和酒精购买占所有EMA的2.4%(56/2360)。在人与人之间,暴露于更多的酒精营销预测第二天使用酒精的可能性更高(调整后的奇数比[AOR]=3.51,95%CI1.29-9.54),购买酒精的可能性更高(AOR=4.59,95%CI1.46-14.49).接触更多的酒精营销并没有增加使用或购买酒精的参与者第二天的酒精使用量或酒精购买频率。在个人层面,接触更多的酒精营销与更高的饮酒可能性无关,酒精使用量,购买酒精的可能性更高,或第二天购买酒精的频率(所有Ps>0.05)。在1周内每增加一次酒精营销,就会预测下一周酒精饮料的消费量增加0.85(调整后的B=0.85,95%CI0.09-1.61)。在报告饮酒的日子里,3项酒精营销接受度指标与更多酒精使用或购买无关(所有P>.05).
    结论:通过使用EMA,我们提供了第一个证据,证明酒精营销暴露对当前饮酒大学生开始饮酒和饮酒的影响.我们的发现为减少年轻人的酒精使用和购买提供了酒精营销监管的证据。
    BACKGROUND: The relationships between alcohol marketing exposure, alcohol use, and purchase have been widely studied. However, prospective studies examining the causal relationships in real-world settings using mobile health tools are limited.
    OBJECTIVE: We used ecological momentary assessment (EMA) to examine both the within-person- and between-person-level effects of alcohol marketing exposure on any alcohol use, amount of alcohol use, any alcohol purchase, and frequency of alcohol purchase among university students.
    METHODS: From January to June 2020, we conducted a prospective cohort study via EMA among university students in Hong Kong who reported current drinking. Over 14 consecutive days, each participant completed 5 fixed-interval, signal-contingent EMAs daily via a smartphone app. Each EMA asked about the number and types of alcohol marketing exposures, the amount and types of alcohol used, and whether any alcohol was purchased, all within the past 3 hours. We used 2-part models, including multilevel logistic regressions and multilevel gamma regressions, to examine if the number of alcohol marketing exposure was associated with subsequent alcohol use and alcohol purchase.
    RESULTS: A total of 49 students participated, with 33% (16/49) being male. The mean age was 22.6 (SD 2.6) years. They completed 2360 EMAs (completion rate: 2360/3430, 68.8%). Participants reported exposure to alcohol marketing in 5.9% (140/2360), alcohol use in 6.1% (145/2360), and alcohol purchase in 2.4% (56/2360) of all the EMAs. At the between-person level, exposure to more alcohol marketing predicted a higher likelihood of alcohol use (adjusted odd ratio [AOR]=3.51, 95% CI 1.29-9.54) and a higher likelihood of alcohol purchase (AOR=4.59, 95% CI 1.46-14.49) the following day. Exposure to more alcohol marketing did not increase the amount of alcohol use or frequency of alcohol purchases the following day in participants who used or purchased alcohol. At the within-person level, exposure to more alcohol marketing was not associated with a higher likelihood of alcohol use, amount of alcohol use, higher likelihood of alcohol purchase, or frequency of alcohol purchases the following day (all Ps>.05). Each additional exposure to alcohol marketing within 1 week predicted an increase of 0.85 alcoholic drinks consumed in the following week (adjusted B=0.85, 95% CI 0.09-1.61). On days of reporting alcohol use, the 3 measures for alcohol marketing receptivity were not associated with more alcohol use or purchase (all Ps>.05).
    CONCLUSIONS: By using EMA, we provided the first evidence for the effect of alcohol marketing exposure on initiating alcohol use and purchase in current-drinking university students. Our findings provide evidence of the regulation of alcohol marketing for the reduction of alcohol use and purchase among young adults.
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