Abhishek Aggarwal, Shan Qiao, Chih-Hsiang Yang, Slone Taylor, Cheuk Chi Tam, Xiaoming Li
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Quantitative data were collected through brief daily evening surveys (i.e., 28 days) over the 4-week intervention period, and measured affect, cognition, mindfulness, physical activity, and MW engagement. Qualitative data were extracted from the Facebook group's Paradata (i.e., participant feedback, engagement metrics, and all social media interactions). Multilevel modeling was employed for the statistical analysis and a pragmatic approach was used for the qualitative analysis. The participants reported a high feasibility score (mean=4.93/7, SD=1.88), which was comprised of perceived usefulness, satisfaction, and ease of use. Those who engaged in MW, on any given day, frequently reported better psychosocial moods with more positive affect (β=0.89, p<0.01), less negative affect (β=-0.83, p<0.01), higher perceived cognitive ability (β=0.52, p<0.05), and more physical activity (β=0.41, p<0.05). Additionally, participants who practiced MW more consistently during the study reported higher levels of momentary mindfulness (β=0.3 p<0.01). Participants expressed satisfaction with the intervention, reporting benefits such as better symptom management and an overall improvement in wellbeing. Despite the small sample size, the digital delivery of our MW intervention via Facebook showed high acceptability. Preliminary efficacy findings indicate improved mental wellbeing and physical activity among long haulers. Larger-scale RCTs are needed in the future to improve the robustness and applicability of findings.</p>","PeriodicalId":74465,"journal":{"name":"PLOS digital health","volume":"4 4","pages":"e0000794"},"PeriodicalIF":0.0000,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11978064/pdf/","citationCount":"0","resultStr":"{\"title\":\"Feasibility and preliminary efficacy of an online mindful walking intervention among COVID-19 long haulers: A mixed methods study including daily diary surveys.\",\"authors\":\"Abhishek Aggarwal, Shan Qiao, Chih-Hsiang Yang, Slone Taylor, Cheuk Chi Tam, Xiaoming Li\",\"doi\":\"10.1371/journal.pdig.0000794\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>COVID-19 long haulers face profound psychosocial stressors (e.g., depression, anxiety, PTSD) and physical health challenges (e.g., brain fog, fatigue). 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引用次数: 0
摘要
COVID-19长途跋涉者面临深刻的社会心理压力源(如抑郁、焦虑、创伤后应激障碍)和身体健康挑战(如脑雾、疲劳)。本研究测试了数字化正念行走(MW)干预对改善COVID-19长途运输人员身体和心理健康的可行性和初步影响。我们在2021年3月至11月期间通过Facebook群组招募了23名参与者,进行为期4周的在线冥想干预(即每周2次正念练习),完全通过Facebook研究群组进行。采用混合方法评估干预措施。在为期4周的干预期内,通过简短的每日晚间调查(即28天)收集定量数据,并测量影响、认知、正念、身体活动和MW参与。定性数据是从Facebook小组的Paradata中提取的(即参与者反馈、参与度指标和所有社交媒体互动)。统计分析采用多层次模型,定性分析采用语用方法。参与者报告了较高的可行性评分(平均=4.93/7,SD=1.88),该评分由感知有用性、满意度和易用性组成。在任何给定的日子里,那些参与MW的人经常报告有更好的社会心理情绪和更多的积极影响(β=0.89, p
Feasibility and preliminary efficacy of an online mindful walking intervention among COVID-19 long haulers: A mixed methods study including daily diary surveys.
COVID-19 long haulers face profound psychosocial stressors (e.g., depression, anxiety, PTSD) and physical health challenges (e.g., brain fog, fatigue). This study tests the feasibility and initial impact of a digitally delivered mindful-walking (MW) intervention for improving the physical and psychosocial wellbeing of COVID-19 long haulers. We recruited 23 participants via Facebook groups, between March and November 2021, for a 4-week online MW intervention (i.e., 2 mindfulness practice sessions per week), that was delivered entirely through the study Facebook group. The intervention was assessed using mixed methods. Quantitative data were collected through brief daily evening surveys (i.e., 28 days) over the 4-week intervention period, and measured affect, cognition, mindfulness, physical activity, and MW engagement. Qualitative data were extracted from the Facebook group's Paradata (i.e., participant feedback, engagement metrics, and all social media interactions). Multilevel modeling was employed for the statistical analysis and a pragmatic approach was used for the qualitative analysis. The participants reported a high feasibility score (mean=4.93/7, SD=1.88), which was comprised of perceived usefulness, satisfaction, and ease of use. Those who engaged in MW, on any given day, frequently reported better psychosocial moods with more positive affect (β=0.89, p<0.01), less negative affect (β=-0.83, p<0.01), higher perceived cognitive ability (β=0.52, p<0.05), and more physical activity (β=0.41, p<0.05). Additionally, participants who practiced MW more consistently during the study reported higher levels of momentary mindfulness (β=0.3 p<0.01). Participants expressed satisfaction with the intervention, reporting benefits such as better symptom management and an overall improvement in wellbeing. Despite the small sample size, the digital delivery of our MW intervention via Facebook showed high acceptability. Preliminary efficacy findings indicate improved mental wellbeing and physical activity among long haulers. Larger-scale RCTs are needed in the future to improve the robustness and applicability of findings.