Sargent College of Health and Rehabilitation Sciences, Boston University, 635 Commonwealth Avenue, Boston, MA, 02215, USA.
Psychology Department, San Francisco State University, 1600 Holloway Avenue, San Francisco, CA 94132, USA.
Schizophr Res. 2022 Dec;250:13-21. doi: 10.1016/j.schres.2022.09.025. Epub 2022 Oct 12.
Impaired social functioning contributes to reduced quality of life and is associated with poor physical and psychological well-being in schizophrenia, and thus is a key psychosocial treatment target. Low social motivation contributes to impaired social functioning, but is typically examined using self-report or clinical ratings, which are prone to recall biases and do not adequately capture the dynamic nature of social motivation in daily life. In the current study, we examined the utility of global positioning system (GPS)-based mobility data for capturing social motivation and behavior in people with schizophrenia. Thirty-one participants with schizophrenia engaged in a 60-day mobile intervention designed to increase social motivation and functioning. We examined associations between twice daily self-reports of social motivation and behavior (e.g., number of social interactions) collected via Ecological Momentary Assessment (EMA) and passively collected daily GPS mobility metrics (e.g., number of hours spent at home) in 26 of these participants. Findings suggested that greater mobility on a given day was associated with more EMA-reported social interactions on that day for four out of five examined mobility metrics: number of hours spent at home, number of locations visited, probability of being stationary, and likelihood of following one's typical routine. In addition, greater baseline social functioning was associated with less daily time spent at home and lower probability of following a daily routine during the intervention. GPS-based mobility thus corresponds with social behavior in daily life, suggesting that more social interactions may occur at times of greater mobility in people with schizophrenia, while subjective reports of social interest and motivation are less associated with mobility for this population.
社交功能障碍会降低生活质量,并与精神分裂症患者的身心健康状况不佳相关,因此是心理社会治疗的一个关键目标。社交动机不足会导致社交功能障碍,但通常通过自我报告或临床评估来评估,而这些方法容易受到回忆偏差的影响,并且不能充分捕捉日常生活中社交动机的动态变化。在当前的研究中,我们考察了基于全球定位系统(GPS)的移动数据在捕捉精神分裂症患者社交动机和行为方面的效用。31 名精神分裂症患者参与了一项为期 60 天的移动干预,旨在提高社交动机和功能。我们考察了 26 名参与者中两次每日通过生态瞬时评估(EMA)收集的社交动机和行为(例如社交互动次数)的自我报告,以及通过被动收集的每日 GPS 移动数据指标(例如在家的时间)之间的关联。研究结果表明,在五项被检查的移动数据指标中,有四项指标(在家的时间、访问地点的数量、静止的可能性和遵循日常常规的可能性)显示,在给定的一天中,移动性越大,当天 EMA 报告的社交互动次数就越多。此外,较高的基线社交功能与干预期间每天在家的时间减少和遵循日常常规的可能性降低有关。基于 GPS 的移动性与日常生活中的社交行为相对应,这表明精神分裂症患者在移动性较高的时候可能会有更多的社交互动,而这一人群的社交兴趣和动机的主观报告与移动性的相关性较低。