Fernández Olga, Pérez J Carola, Fernández Sofía, Krause Mariane, Cáceres Cristián, Espinosa-Duque Daniel
Departamento de Psiquiatría y Salud Mental, Facultad de Medicina, Universidad de Chile, Santiago, Chile.
Facultad de Psicología, Instituto de Bienestar Socioemocional, Universidad del Desarrollo, Santiago, Chile.
Digit Health. 2023 Sep 29;9:20552076231203920. doi: 10.1177/20552076231203920. eCollection 2023 Jan-Dec.
There is sufficient evidence about the effectiveness of internet-based interventions; however, the users' level of adoption and utilization remains low, with this phenomenon requiring adequate explanation.
The aim of this qualitative study was to explore the users' perceptions and experience of a web-based program (ASCENSO), designed to complement (usual) in-person depression treatment.
Twelve participants of the ASCENSO program, comprised of adult individuals ( = 44.3, = 13.4) of both genders (67% women) undergoing treatment for depression, were interviewed through semi-structured interviews. The data obtained from these interviews were analyzed utilizing a constructivist grounded theory approach. The interviews were transcribed and analyzed by trained coders. A constant comparative analysis of emergent themes was conducted.
These show that users employ and appreciate the program when their interaction with it emulates a "humanized relationship," that is, when the program is proactive in assisting users with their requests and when it responds in a pertinent and individualized manner to their emotional states and needs.
Our findings highlight the challenges associated with the development of algorithms capable of attracting different potential users. These should be designed to generate a virtual relationship that emulates human interaction and targets the characteristics of each user, for example, considering the specific phenomenology of their health condition, their present emotional states, and perceived needs. Elements that will vary as mental symptomatology evolve.
关于基于互联网的干预措施的有效性已有充分证据;然而,用户的采用和使用水平仍然较低,这一现象需要充分解释。
这项定性研究的目的是探讨用户对一个基于网络的项目(ASCENSO)的认知和体验,该项目旨在补充(常规的)面对面抑郁症治疗。
通过半结构化访谈对ASCENSO项目的12名参与者进行了访谈,这些参与者包括正在接受抑郁症治疗的成年个体(平均年龄=44.3岁,标准差=13.4岁),男女皆有(67%为女性)。利用建构主义扎根理论方法对从这些访谈中获得的数据进行分析。访谈由经过培训的编码员进行转录和分析。对出现的主题进行了持续的比较分析。
结果表明,当用户与该项目的互动模拟“人性化关系”时,即当项目积极主动地协助用户提出的请求,并以相关且个性化的方式回应他们的情绪状态和需求时,用户会使用并欣赏该项目。
我们的研究结果凸显了开发能够吸引不同潜在用户的算法所面临的挑战。这些算法应设计成能产生一种模拟人际互动的虚拟关系,并针对每个用户特点,例如考虑其健康状况的具体现象学、当前情绪状态和感知需求。这些因素会随着精神症状的演变而变化。