Exploring the Influence of Chatbots in Healthcare: Systematic Review (#1671)
Read ArticleDate of Conference
July 17-19, 2024
Published In
"Sustainable Engineering for a Diverse, Equitable, and Inclusive Future at the Service of Education, Research, and Industry for a Society 5.0."
Location of Conference
Costa Rica
Authors
Boza Bocanegra, Claudia
Peña, Diego
Yapuchura, Enrique R.
Villena-Reyes, David
Abstract
This RSL (Systematic Literature Review) explores the impact of chatbots on online healthcare, with a focus on patients who for various reasons use online healthcare services. The objectives included evaluating the effectiveness of chatbots and identifying their uses and challenges; Likewise, propose recommendations for its implementation. The search strategy was based on the PICO method or framework of questions that help us structure and focus the bibliographic search. Likewise, the Scopus database was used as a bibliographic source. 58 articles were reviewed, selecting 15 relevant for the analysis. The studies highlighted the versatility of chatbots in medical contexts, their ability to improve the quality of care and patient satisfaction, especially in perinatal mental care. Accuracy measurements, such as P@1, R@3, and MRR, demonstrated the effectiveness of chatbots in providing relevant answers. The conclusions highlight the need for specific regulation for LLMs (Large Scale Language Models) and the importance of scalability for the success of chatbots. Future research focused on specific populations and practical integration of chatbots into clinical settings was suggested. This RSL provides a comprehensive view of the emerging role of chatbots in online healthcare, identifying trends and key areas for future study.