TY - JOUR
T1 - Chatbot-Based Mindfulness-Based Stress Reduction Program for University Students With Depressive Symptoms
T2 - Intervention Development and Pilot Evaluation
AU - Li, Yan
AU - Chung, Tsz Yu
AU - Lu, Wenze
AU - Li, Mengqi
AU - Ho, Ying Wai Bryan
AU - He, Mengting
AU - Mei, Xiaoxiao
AU - Chen, Dapeng
AU - Bressington, Daniel
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024
Y1 - 2024
N2 - Background: Depression is a growing concern among university students. Chatbots provide flexible, accessible, personalized psychosocial support. Delivering Mindfulness-Based Stress Reduction (MBSR) sessions via chatbots may reduce depressive symptoms in university students. Aim: This study aims to evaluate the feasibility, acceptability, safety, and preliminary efficacy of a chatbot-based MBSR intervention for university students with depressive symptoms. Methods: A rule-based MBSR chatbot was developed and evaluated with a single-group pretest–posttest study for university students in Hong Kong (N = 30) reporting depressive symptoms, followed by the collection of their subjective feedback. The intervention lasted eight weeks. The primary clinical outcome was depression levels, with a range of secondary outcomes. Results: The chatbot-based MBSR program demonstrated satisfying recruitment, retention, and adherence rates. The safety of the program was confirmed by the absence of any adverse events directly related to the intervention, tracked from the onset of the intervention to the completion of data assessment. Significant improvements were observed in both primary and secondary outcomes. Participant feedback highlighted the benefits of the program and its effects on depressive symptoms. Conclusions: The program has shown feasibility, acceptability, safety, and preliminary efficacy in reducing depressive symptoms among 30 university students in Hong Kong. The intervention should now be evaluated in a randomized controlled trial with follow-up. This study highlights the potential role of chatbot-based interventions in mental health promotion, nursing, and clinical practice and will inform the subsequent development of innovative digital interventions to address mental health challenges faced by university students.
AB - Background: Depression is a growing concern among university students. Chatbots provide flexible, accessible, personalized psychosocial support. Delivering Mindfulness-Based Stress Reduction (MBSR) sessions via chatbots may reduce depressive symptoms in university students. Aim: This study aims to evaluate the feasibility, acceptability, safety, and preliminary efficacy of a chatbot-based MBSR intervention for university students with depressive symptoms. Methods: A rule-based MBSR chatbot was developed and evaluated with a single-group pretest–posttest study for university students in Hong Kong (N = 30) reporting depressive symptoms, followed by the collection of their subjective feedback. The intervention lasted eight weeks. The primary clinical outcome was depression levels, with a range of secondary outcomes. Results: The chatbot-based MBSR program demonstrated satisfying recruitment, retention, and adherence rates. The safety of the program was confirmed by the absence of any adverse events directly related to the intervention, tracked from the onset of the intervention to the completion of data assessment. Significant improvements were observed in both primary and secondary outcomes. Participant feedback highlighted the benefits of the program and its effects on depressive symptoms. Conclusions: The program has shown feasibility, acceptability, safety, and preliminary efficacy in reducing depressive symptoms among 30 university students in Hong Kong. The intervention should now be evaluated in a randomized controlled trial with follow-up. This study highlights the potential role of chatbot-based interventions in mental health promotion, nursing, and clinical practice and will inform the subsequent development of innovative digital interventions to address mental health challenges faced by university students.
KW - chatbot
KW - depression
KW - intervention development
KW - mindfulness-based stress reduction
KW - pilot evaluation
KW - university student
UR - http://www.scopus.com/inward/record.url?scp=85212705604&partnerID=8YFLogxK
U2 - 10.1177/10783903241302092
DO - 10.1177/10783903241302092
M3 - Journal article
AN - SCOPUS:85212705604
SN - 1078-3903
JO - Journal of the American Psychiatric Nurses Association
JF - Journal of the American Psychiatric Nurses Association
ER -