Motivation-based approach for tailoring persuasive mental health applications

被引:11
作者
Alqahtani, Felwah [1 ,2 ]
Orji, Rita [1 ]
Riper, Heleen [3 ,4 ]
Mccleary, Nicola [5 ,6 ]
Witteman, Holly [7 ]
Mcgrath, Patrick [8 ]
机构
[1] Dalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
[2] King Khalid Univ, Fac Comp Sci, Abha, Saudi Arabia
[3] Vrije Univ Amsterdam, Dept Clin Neuro & Dev Psychol, Amsterdam, Netherlands
[4] Vrije Univ Amsterdam Med Ctr, Amsterdam Publ Hlth Res Inst, Dept Psychiat, Amsterdam, Netherlands
[5] Ottawa Hosp Res Inst, Clin Epidemiol Program, Ottawa, ON, Canada
[6] Univ Ottawa, Sch Epidemiol & Publ Hlth, Ottawa, ON, Canada
[7] Univ Laval, Dept Family & Emergency Med, Quebec City, PQ, Canada
[8] Dalhousie Univ, IWK Hlth Ctr, Nova Scotia Hlth Author, Halifax, NS, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Persuasive technology; mental health; personalization; persuasive features; self-determination theory; SELF-DETERMINATION; BEHAVIOR-CHANGE; MODEL; PERSONALITY; STRATEGIES; DESIGN; TECHNOLOGIES; DEPRESSION; TAXONOMY; GAMES;
D O I
10.1080/0144929X.2022.2031296
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The growing number of people with mental health issues and the worldwide shortage of professionals emphasise the need for tailored persuasive interventions. This paper explores the relationships between the types of motivation individuals experience and their preferences for various features that are widely used in persuasive apps for mental and emotional well-being. First, we reviewed 103 mental health apps from app stores and identified various persuasive features and then conducted focus-group studies of 32 participants. Finally, we implemented the common features in persuasive mental health app prototypes and conducted a large-scale study of 561 users to evaluate their perceived effectiveness. The results reveal that people's motivation types significantly influence the perceived persuasiveness of different features. People high in intrinsic motivation are more motivated by apps that offer relaxation exercises while providing opportunities to track various mental health-related information. We offer design guidelines for tailoring persuasive mental health apps based on motivation types.
引用
收藏
页码:569 / 595
页数:27
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