Using Biosensor Devices and Ecological Momentary Assessment to Measure Emotion Regulation Processes: Pilot Observational Study With Dialectical Behavior Therapy.

IF 4.8 2区 医学 Q1 PSYCHIATRY Jmir Mental Health Pub Date : 2024-10-09 DOI:10.2196/60035
Shireen L Rizvi, Allison K Ruork, Qingqing Yin, April Yeager, Madison E Taylor, Evan M Kleiman
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Abstract

Background: Novel technologies, such as ecological momentary assessment (EMA) and wearable biosensor wristwatches, are increasingly being used to assess outcomes and mechanisms of change in psychological treatments. However, there is still a dearth of information on the feasibility and acceptability of these technologies and whether they can be reliably used to measure variables of interest.

Objective: Our objectives were to assess the feasibility and acceptability of incorporating these technologies into dialectical behavior therapy and conduct a pilot evaluation of whether these technologies can be used to assess emotion regulation processes and associated problems over the course of treatment.

Methods: A total of 20 adults with borderline personality disorder were enrolled in a 6-month course of dialectical behavior therapy. For 1 week out of every treatment month, participants were asked to complete EMA 6 times a day and to wear a biosensor watch. Each EMA assessment included measures of several negative affect and suicidal thinking, among other items. We used multilevel correlations to assess the contemporaneous association between electrodermal activity and 11 negative emotional states reported via EMA. A multilevel regression was conducted in which changes in composite ratings of suicidal thinking were regressed onto changes in negative affect.

Results: On average, participants completed 54.39% (SD 33.1%) of all EMA (range 4.7%-92.4%). They also wore the device for an average of 9.52 (SD 6.47) hours per day and for 92.6% of all days. Importantly, no associations were found between emotional state and electrodermal activity, whether examining a composite of all high-arousal negative emotions or individual emotional states (within-person r ranged from -0.026 to -0.109). Smaller changes in negative affect composite scores were associated with greater suicidal thinking ratings at the subsequent timepoint, beyond the effect of suicidal thinking at the initial timepoint.

Conclusions: Results indicated moderate overall compliance with EMA and wearing the watch; however, there was no concurrence between EMA and wristwatch data on emotions. This pilot study raises questions about the reliability and validity of these technologies incorporated into treatment studies to evaluate emotion regulation mechanisms.

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使用生物传感器设备和生态瞬间评估来测量情绪调节过程:辩证行为疗法试点观察研究。
背景:生态瞬间评估(EMA)和可穿戴生物传感器腕表等新技术正越来越多地被用于评估心理治疗的结果和变化机制。然而,关于这些技术的可行性和可接受性以及它们是否能可靠地用于测量相关变量的信息仍然匮乏:我们的目标是评估将这些技术纳入辩证行为疗法的可行性和可接受性,并对这些技术是否可用于评估治疗过程中的情绪调节过程和相关问题进行试点评估:共有 20 名患有边缘型人格障碍的成年人参加了为期 6 个月的辩证行为疗法。在每个治疗月中的一周,参与者被要求每天完成 6 次 EMA 评估,并佩戴生物传感器手表。每次 EMA 评估都包括一些负面情绪和自杀想法等项目的测量。我们使用多层次相关性来评估皮肤电活动与通过 EMA 报告的 11 种负面情绪状态之间的同期关联。我们还进行了多层次回归,将自杀想法综合评分的变化与负面情绪的变化进行回归:参与者平均完成了所有 EMA 的 54.39%(SD 33.1%)(范围为 4.7%-92.4%)。他们平均每天佩戴仪器 9.52 小时(标准差 6.47 小时),占所有天数的 92.6%。重要的是,无论是研究所有高唤醒负面情绪的综合结果,还是研究单个情绪状态,都没有发现情绪状态与电皮活动之间存在关联(人内r值范围为-0.026至-0.109)。负性情绪综合评分的较小变化与随后时间点的自杀想法评级较高有关,超出了最初时间点自杀想法的影响:结果表明,EMA 和佩戴手表的总体依从性尚可;但是,EMA 和手表的情绪数据并不一致。这项试验性研究提出了一些问题,即在治疗研究中采用这些技术来评估情绪调节机制的可靠性和有效性。
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来源期刊
Jmir Mental Health
Jmir Mental Health Medicine-Psychiatry and Mental Health
CiteScore
10.80
自引率
3.80%
发文量
104
审稿时长
16 weeks
期刊介绍: JMIR Mental Health (JMH, ISSN 2368-7959) is a PubMed-indexed, peer-reviewed sister journal of JMIR, the leading eHealth journal (Impact Factor 2016: 5.175). JMIR Mental Health focusses on digital health and Internet interventions, technologies and electronic innovations (software and hardware) for mental health, addictions, online counselling and behaviour change. This includes formative evaluation and system descriptions, theoretical papers, review papers, viewpoint/vision papers, and rigorous evaluations.
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