TY - JOUR
T1 - Empowering pediatric, adolescent, and young adult patients with cancer utilizing generative AI chatbots to reduce psychological burden and enhance treatment engagement
T2 - a pilot study
AU - Hasei, Joe
AU - Hanzawa, Mana
AU - Nagano, Akihito
AU - Maeda, Naoko
AU - Yoshida, Shinichirou
AU - Endo, Makoto
AU - Yokoyama, Nobuhiko
AU - Ochi, Motoharu
AU - Ishida, Hisashi
AU - Katayama, Hideki
AU - Fujiwara, Tomohiro
AU - Nakata, Eiji
AU - Nakahara, Ryuichi
AU - Kunisada, Toshiyuki
AU - Tsukahara, Hirokazu
AU - Ozaki, Toshifumi
N1 - Publisher Copyright:
2025 Hasei, Hanzawa, Nagano, Maeda, Yoshida, Endo, Yokoyama, Ochi, Ishida, Katayama, Fujiwara, Nakata, Nakahara, Kunisada, Tsukahara and Ozaki.
PY - 2025
Y1 - 2025
N2 - Background: Pediatric and adolescent/young adult (AYA) cancer patients face profound psychological challenges, exacerbated by limited access to continuous mental health support. While conventional therapeutic interventions often follow structured protocols, the potential of generative artificial intelligence (AI) chatbots to provide continuous conversational support remains unexplored. This study evaluates the feasibility and impact of AI chatbots in alleviating psychological distress and enhancing treatment engagement in this vulnerable population. Methods: Two age-appropriate AI chatbots, leveraging GPT-4, were developed to provide natural, empathetic conversations without structured therapeutic protocols. Five pediatric and AYA cancer patients participated in a two-week intervention, engaging with the chatbots via a messaging platform. Pre- and post-intervention anxiety and stress levels were self-reported, and usage patterns were analyzed to assess the chatbots’ effectiveness. Results: Four out of five participants reported significant reductions in anxiety and stress levels post-intervention. Participants engaged with the chatbot every 2–3 days, with sessions lasting approximately 10 min. All participants noted improved treatment motivation, with 80% disclosing personal concerns to the chatbot they had not shared with healthcare providers. The 24/7 availability particularly benefited patients experiencing nighttime anxiety. Conclusions: This pilot study demonstrates the potential of generative AI chatbots to complement traditional mental health services by addressing unmet psychological needs in pediatric and AYA cancer patients. The findings suggest these tools can serve as accessible, continuous support systems. Further large-scale studies are warranted to validate these promising results.
AB - Background: Pediatric and adolescent/young adult (AYA) cancer patients face profound psychological challenges, exacerbated by limited access to continuous mental health support. While conventional therapeutic interventions often follow structured protocols, the potential of generative artificial intelligence (AI) chatbots to provide continuous conversational support remains unexplored. This study evaluates the feasibility and impact of AI chatbots in alleviating psychological distress and enhancing treatment engagement in this vulnerable population. Methods: Two age-appropriate AI chatbots, leveraging GPT-4, were developed to provide natural, empathetic conversations without structured therapeutic protocols. Five pediatric and AYA cancer patients participated in a two-week intervention, engaging with the chatbots via a messaging platform. Pre- and post-intervention anxiety and stress levels were self-reported, and usage patterns were analyzed to assess the chatbots’ effectiveness. Results: Four out of five participants reported significant reductions in anxiety and stress levels post-intervention. Participants engaged with the chatbot every 2–3 days, with sessions lasting approximately 10 min. All participants noted improved treatment motivation, with 80% disclosing personal concerns to the chatbot they had not shared with healthcare providers. The 24/7 availability particularly benefited patients experiencing nighttime anxiety. Conclusions: This pilot study demonstrates the potential of generative AI chatbots to complement traditional mental health services by addressing unmet psychological needs in pediatric and AYA cancer patients. The findings suggest these tools can serve as accessible, continuous support systems. Further large-scale studies are warranted to validate these promising results.
KW - adolescent and young adult (AYA)
KW - generative AI chatbot
KW - large language model
KW - pediatric cancer
KW - psychological support
UR - https://www.scopus.com/pages/publications/105000234692
UR - https://www.scopus.com/inward/citedby.url?scp=105000234692&partnerID=8YFLogxK
U2 - 10.3389/fdgth.2025.1543543
DO - 10.3389/fdgth.2025.1543543
M3 - Article
AN - SCOPUS:105000234692
SN - 2673-253X
VL - 7
JO - Frontiers in Digital Health
JF - Frontiers in Digital Health
M1 - 1543543
ER -