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User experience design to enhance the effectiveness of mobile technologies for the treatment of mental health

机译:用户体验设计可增强移动技术在治疗心理健康方面的有效性

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In America, half of the population experiences mental health issues in their lifetime. Less than one third, however, will receive treatment. The National Institute of Mental Health calls for research on new, scalable methods for treating mental illness. Cognitive Bias Modification (CBM) is used to alter responses to situations that make participants feel anxious or upset. In this paper, we analyze data from an online, session-based, CBM training program for anxiety in order to make recommendations to improve the user experience increasing engagement and adherence to the program. Our objectives include maximizing user value, decreasing attrition, and minimizing user burden. To meet our objectives, we are analyzing data related to attrition and user engagement and implementing principles of user experience design such as improved visuals and typography and elements of gamification. Preliminary analyses indicate that the highest number of dropouts were less educated participants leaving the program and the highest rates of attrition were shown towards the beginning of the sessions. Additionally, a redesigned interface will be deployed and future data will be collected to determine its effect on attrition.
机译:在美国,有一半人口在一生中都经历过心理健康问题。然而,不到三分之一的人会得到治疗。美国国家精神卫生研究所呼吁研究治疗精神疾病的新型,可扩展方法。认知偏差修正(CBM)用于更改对使参与者感到焦虑或不安的情况的响应。在本文中,我们分析了基于在线,基于会话的CBM培训计划中的焦虑数据,以便提出建议以改善用户体验,从而增加对该计划的参与度和依从性。我们的目标包括最大程度地提高用户价值,减少损耗并最大程度地减少用户负担。为了实现我们的目标,我们正在分析与损耗和用户参与有关的数据,并实施用户体验设计的原则,例如改进的视觉效果和版式以及游戏化元素。初步分析表明,辍学人数最多的是受教育程度较低的参与者退出该计划,而流失率最高的是会议开始时。此外,将部署重新设计的界面,并收集将来的数据以确定其对损耗的影响。

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