Preliminary Evaluation of the Engagement and Effectiveness of a Mental Health Chatbot.

Autor:	Daley K; Vitalk, TNH Health, São Paulo, Brazil., Hungerbuehler I; Vitalk, TNH Health, São Paulo, Brazil., Cavanagh K; School of Psychology, University of Sussex, Brighton, United Kingdom., Claro HG; Department of Preventive Medicine, Medical School, University of São Paulo, São Paulo, Brazil.; School of Nursing, University of Campinas, Campinas, Brazil., Swinton PA; School of Health Sciences, Robert Gordon University, Aberdeen, United Kingdom., Kapps M; Vitalk, TNH Health, São Paulo, Brazil.
Jazyk:	angličtina
Zdroj:	Frontiers in digital health [Front Digit Health] 2020 Nov 30; Vol. 2, pp. 576361. Date of Electronic Publication: 2020 Nov 30 (Print Publication: 2020).
DOI:	10.3389/fdgth.2020.576361
Abstrakt:	Background: Mental health difficulties are highly prevalent, yet access to support is limited by barriers of stigma, cost, and availability. These issues are even more prevalent in low- and middle-income countries, and digital technology is one potential way to overcome these barriers. Digital mental health interventions are effective but often struggle with low engagement rates, particularly in the absence of human support. Chatbots could offer a scalable solution, simulating human support at a lower cost. Objective: To complete a preliminary evaluation of engagement and effectiveness of Vitalk, a mental health chatbot, at reducing anxiety, depression and stress. Methods: Real world data was analyzed from 3,629 Vitalk users who had completed the first phase of a Vitalk program ("less anxiety," "less stress" or "better mood"). Programs were delivered through written conversation with a chatbot. Engagement was calculated from the number of responses sent to the chatbot divided by days in the program. Results: Users sent an average of 8.17 responses per day. For all three programs, target outcome scores reduced between baseline and follow up with large effect sizes for anxiety (Cohen's d = -0.85), depression (Cohen's d = -0.91) and stress (Cohen's d = -0.81). Increased engagement resulted in improved post-intervention values for anxiety and depression. Conclusion: This study highlights a chatbot's potential to reduce mental health symptoms in the general population within Brazil. While findings show promise, further research is required. Competing Interests: IH, KD, and MK are employees of TNH Health. TNH Health created the chatbot and paid for the cost of submitting the publication. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. (Copyright © 2020 Daley, Hungerbuehler, Cavanagh, Claro, Swinton and Kapps.)
Databáze:	MEDLINE
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