Silva Almodovar Armando, Surve Swatee, Axon David Rhys, Cooper David, Nahata Milap C
Institute of Therapeutic Innovations and Outcomes, The College of Pharmacy, The Ohio State University, Columbus, OH, United States.
Litesprite, Bellevue, WA, United States.
JMIR Mhealth Uhealth. 2018 Mar 16;6(3):e64. doi: 10.2196/mhealth.9612.
Inadequacies in mental health care coverage remain an enormous problem in the United States. Barriers include scarcity of accessible mental health care professionals. Use of a mental health mobile app incorporating social cognitive theory may help improve confidence in coping skills and improve anxiety and depression. Sinasprite is a mobile app that recruited users via self-referral and clinician referral. Users completed questionnaires to obtain demographic and medical histories. At baseline and 6-week follow-up, users completed the Patient Health Questionnaire 8 (PHQ-8), General Anxiety Disorder 7-Item (GAD-7), and the Coping Self-Efficacy Scale (CSE). It is unknown how self-directed use of a mobile app improves confidence in coping skills and its effects on self-reported depression and anxiety.
The objective of this study was to evaluate the Sinasprite database to assess self-directed engagement and how use of this mobile app impacted self-reported confidence in coping skills and severity of depression and anxiety.
This retrospective longitudinal study involved users recruited via clinician referral and self-referral through social media and news media. Questionnaires were used to record demographic, medical, and prescription medication histories. Mental health status was assessed via PHQ-8, GAD-7, and CSE questionnaires. A deidentified dataset reporting mobile app use data was provided to investigators. Individuals with verifiable usage data and at least one completed questionnaire at 6 weeks of use were included. Mann-Whitney U and Kruskal-Wallis tests were used to assess whether demographic data and psychotherapy were related to baseline questionnaire scores and usage. A Spearman rho (ρ) test was used to assess the relationship between improvement in the CSE and GAD-7 and PHQ-8 questionnaires. Changes in mental health status were assessed using Wilcoxon signed-rank test. A mixed-effects repeated-measures linear regression model assessed the main effects of time, concomitant counseling, and psychotropic prescription medication use on mental health status.
Thirty-four users were eligible for inclusion in the analysis. Users were predominantly female, white, married, and college educated. At baseline, 35% (12/34) of respondents reported the use of individual/group counseling, and 38% (19/34) reported using prescription medications for their mental health. The median user completed 5.7 (interquartile range 2.7-14.1) trackable activities per week. Statistically significant improvements using a Wilcoxon signed-ranked test were observed in the PHQ-8 (P<.001), GAD-7 (P=.002), and CSE (P<.001) questionnaire scores. A strong positive correlation between improvement in the GAD-7 and CSE questionnaire scores (ρ=.572, P=.001, n=28) was observed. The mixed-effects repeated-measures regression model revealed a statistically significant effect of time on improvements in the PHQ-8 (P<.001), GAD-7 (P=.007), and CSE (P=.001).
This 6-week retrospective study showed that self-directed use of the mobile app, Sinasprite, resulted in significant improvements in self-reported questionnaire scores reflecting depression, anxiety, and confidence in coping skills.
在美国,心理健康护理覆盖不足仍然是一个巨大的问题。障碍包括可获得的心理健康护理专业人员短缺。使用一款融入社会认知理论的心理健康移动应用程序可能有助于提高应对技能的信心,并改善焦虑和抑郁状况。Sinasprite是一款通过自我推荐和临床医生推荐招募用户的移动应用程序。用户通过填写问卷来获取人口统计学和病史信息。在基线和6周随访时,用户完成了患者健康问卷8(PHQ - 8)、广泛性焦虑障碍7项量表(GAD - 7)和应对自我效能量表(CSE)。尚不清楚自我使用移动应用程序如何提高应对技能的信心及其对自我报告的抑郁和焦虑的影响。
本研究的目的是评估Sinasprite数据库,以评估自我导向参与情况,以及这款移动应用程序的使用如何影响自我报告的应对技能信心以及抑郁和焦虑的严重程度。
这项回顾性纵向研究涉及通过临床医生推荐以及通过社交媒体和新闻媒体自我推荐招募的用户。使用问卷记录人口统计学、医疗和处方药病史。通过PHQ - 8、GAD - 7和CSE问卷评估心理健康状况。向研究人员提供了一个去识别化的数据集,报告移动应用程序的使用数据。纳入了具有可验证使用数据且在使用6周时至少完成一份问卷的个体。使用曼 - 惠特尼U检验和克鲁斯卡尔 - 沃利斯检验来评估人口统计学数据和心理治疗是否与基线问卷分数及使用情况相关。使用斯皮尔曼等级相关系数(ρ)检验来评估CSE与GAD - 7和PHQ - 8问卷改善情况之间的关系。使用威尔科克森符号秩检验评估心理健康状况的变化。混合效应重复测量线性回归模型评估时间、伴随咨询以及使用精神类处方药对心理健康状况的主要影响。
34名用户符合纳入分析的条件。用户主要为女性、白人、已婚且受过大学教育。在基线时,35%(12/34)的受访者报告使用过个体/团体咨询,38%(19/34)报告为心理健康问题使用过处方药。用户每周完成可追踪活动的中位数为5.7次(四分位间距2.7 - 14.1)。使用威尔科克森符号秩检验观察到,PHQ - 8(P <.001))、GAD - 7(P =.002)和CSE(P <.001)问卷分数有统计学显著改善。观察到GAD - 7和CSE问卷分数改善之间存在强正相关(ρ =.572,P =.001,n = 28)。混合效应重复测量回归模型显示,时间对PHQ - 8(P <.001)、GAD - 7(P =.007)和CSE(P =.001)的改善有统计学显著影响。
这项为期6周的回顾性研究表明,自我使用移动应用程序Sinasprite可使反映抑郁、焦虑和应对技能信心的自我报告问卷分数有显著改善。