Efficacy of Individualized Sensory-Based mHealth Interventions to Improve Distress Coping in Healthcare Professionals: A Multi-Arm Parallel-Group Randomized Controlled Trial

被引:9
作者
Baumann, Hannes [1 ,2 ,3 ]
Heuel, Luis [1 ]
Bischoff, Laura Louise [2 ]
Wollesen, Bettina [2 ]
机构
[1] Tech Univ Berlin, Dept Biopsychol & Neuroergon, D-10623 Berlin, Germany
[2] Univ Hamburg, Inst Human Movement Sci, D-20146 Hamburg, Germany
[3] Med Sch Hamburg, Inst Interdisciplinary Exercise Sci & Sports Med, D-20457 Hamburg, Germany
关键词
biofeedback; tailoring; digital health; nurses; ECG; sensor; eHealth; heart rate variability; accelerometry; health app; HEART-RATE-VARIABILITY; AUTONOMIC NERVOUS-SYSTEM; PHYSICAL-ACTIVITY INTERVENTION; BODY-MASS INDEX; WORK STRESS; TRAINING-PROGRAM; BLOOD-PRESSURE; NURSES; MINDFULNESS; METAANALYSIS;
D O I
10.3390/s23042322
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Detrimental effects of chronic stress on healthcare professionals have been well-established, but the implementation and evaluation of effective interventions aimed at improving distress coping remains inadequate. Individualized mHealth interventions incorporating sensor feedback have been proposed as a promising approach. This study aimed to investigate the impact of individualized, sensor-based mHealth interventions focusing on stress and physical activity on distress coping in healthcare professionals. The study utilized a multi-arm, parallel group randomized controlled trial design, comparing five intervention groups (three variations of web-based training and two variations of an app training) that represented varying levels of individualization to a control group. Both self-reported questionnaire data (collected using Limesurvey) as well as electrocardiography and accelerometry-based sensory data (collected using Mesana Sensor) were assessed at baseline and post-intervention (after eight weeks). Of the 995 eligible participants, 170 (26%) completed the post-intervention measurement (Group 1: N = 21; Group 2: N = 23; Group 3: N = 7; Group 4: N = 34; Group 5: N = 16; Control Group: N = 69). MANOVA results indicated small to moderate time-by-group interaction effects for physical activity-related outcomes, including moderate to vigorous physical activity (F(1,5) = 5.8, p = <= 0.001, eta(2)p = 0.057) and inactivity disruption (F(1,5) = 11.2, p = <0.001, eta(2)p = 0.100), in the app-based intervention groups, but not for step counts and inactivity. No changes were observed in stress-related heart rate variability parameters over time. Despite a high dropout rate and a complex study design, the individualized interventions showed initial positive effects on physical activity. However, no significant changes in stress-related outcomes were observed, suggesting that the intervention duration was insufficient to induce physiological adaptations that would result in improved distress coping.
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页数:21
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