de Looff Pieter Christiaan, Nijman Henk, Didden Robert, Noordzij Matthijs L
Behavioural Science Institute, Radboud University, Nijmegen, Netherlands.
De Borg, Den Dolder, Netherlands.
JMIR Form Res. 2021 May 10;5(5):e18096. doi: 10.2196/18096.
The use of wearable biosensor devices for monitoring and coaching in forensic psychiatric settings yields high expectations for improved self-regulation of emotions and behavior in clients and staff members. More so, if clients have mild intellectual disabilities (IQ 50-85), they might benefit from these biosensors as they are easy to use in everyday life, which ensures that clients can practice with the devices in multiple stress and arousal-inducing situations. However, research on (continuous) use and acceptance of biosensors in forensic psychiatry for clients with mild intellectual disabilities and their caretakers is scarce. Although wearable biosensors show promise for health care, recent research showed that the acceptance and continuous use of wearable devices in consumers is not as was anticipated, probably due to low expectations.
The main goal of this study was to investigate the associations between and determinants of the expectation of usability, the actual experienced usability, and the intention for continuous use of biosensors.
A total of 77 participants (31 forensic clients with mild intellectual disabilities and 46 forensic staff members) participated in a 1-week trial. Preceding the study, we selected 4 devices thought to benefit the participants in domains of self-regulation, physical health, or sleep. Qualitative and quantitative questionnaires were used that explored the determinants of usability, acceptance, and continuous use of biosensors. Questionnaires consisted of the System Usability Scale, the Technology Acceptance Model questionnaire, and the extended expectation confirmation model questionnaire.
Only the experienced usability of the devices was associated with intended continuous use. Forensic clients scored higher on acceptance and intention for continuous use than staff members. Moderate associations were found between usability with acceptance and continuous use. Staff members showed stronger associations between usability and acceptance (r=.80, P<.001) and usability and continuous use (r=.79, P<.001) than clients, who showed more moderate correlations between usability and acceptance (r=.46, P=.01) and usability and continuous use (r=.52, P=.003). The qualitative questionnaires in general indicated that the devices were easy to use and gave clear information.
Contrary to expectations, it was the actual perceived usability of wearing a biosensor that was associated with continuous use and to a much lesser extent the expectancy of usability. Clients scored higher on acceptance and intention for continuous use, but associations between usability and both acceptance and continuous use were markedly stronger in staff members. This study provides clear directions on how to further investigate these associations. For example, whether this is a true effect or due to a social desirability bias in the client group must be investigated. Clients with mild intellectual disabilities might benefit from the ease of use of these devices and their continuing monitoring and coaching apps. For these clients, it is especially important to develop easy-to-use biosensors with a minimum requirement on cognitive capacity to increase usability, acceptance, and continuous use.
在法医精神病学环境中,使用可穿戴生物传感器设备进行监测和指导,对于改善服务对象及工作人员的情绪和行为自我调节寄予了很高期望。更重要的是,如果服务对象有轻度智力障碍(智商50 - 85),他们可能会从这些生物传感器中受益,因为它们在日常生活中易于使用,这确保了服务对象能够在多种压力和诱发唤醒的情况下使用这些设备进行练习。然而,针对法医精神病学中轻度智力障碍服务对象及其照料者对生物传感器的(持续)使用和接受情况的研究却很匮乏。尽管可穿戴生物传感器在医疗保健方面显示出前景,但最近的研究表明,消费者对可穿戴设备的接受度和持续使用率并不如预期,这可能是由于期望较低。
本研究的主要目标是调查生物传感器可用性期望、实际体验到的可用性与持续使用意图之间的关联及决定因素。
共有77名参与者(31名轻度智力障碍的法医精神病学服务对象和46名法医工作人员)参与了为期1周的试验。在研究之前,我们选择了4种被认为能在自我调节、身体健康或睡眠等方面使参与者受益的设备。使用了定性和定量问卷来探究生物传感器可用性、接受度和持续使用的决定因素。问卷包括系统可用性量表、技术接受模型问卷和扩展期望确认模型问卷。
只有设备的实际可用性体验与预期的持续使用相关。法医精神病学服务对象在接受度和持续使用意图方面的得分高于工作人员。在可用性与接受度和持续使用之间发现了中等程度的关联。与服务对象相比,工作人员在可用性与接受度(r = 0.80,P < 0.001)以及可用性与持续使用(r = 0.79,P < 0.001)之间的关联更强,而服务对象在可用性与接受度(r = 0.46,P = 0.01)以及可用性与持续使用(r = 0.52,P = 0.003)之间的相关性则较为中等。定性问卷总体表明这些设备易于使用且能提供清晰信息。
与预期相反,与持续使用相关的是佩戴生物传感器实际感知到的可用性,而可用性期望与之关联程度要小得多。服务对象在接受度和持续使用意图方面得分更高,但工作人员在可用性与接受度以及可用性与持续使用之间的关联明显更强。本研究为如何进一步探究这些关联提供了明确方向。例如,必须调查这是真实效应还是由于服务对象群体中的社会期望偏差所致。轻度智力障碍的服务对象可能会从这些设备的易用性及其持续监测和指导应用程序中受益。对于这些服务对象而言,开发对认知能力要求最低的易用生物传感器以提高可用性、接受度和持续使用率尤为重要。