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LoadingA survey-based study to map how AI chatbots are currently being used across healthcare settings — by patients, clinicians, and institutions.
Artificial intelligence chatbots are being adopted across healthcare at an accelerating pace — but there is little systematic understanding of how, where, and by whom they are actually being used. This project aims to change that.
We are designing and distributing a structured survey to map patterns of AI chatbot use in healthcare. The survey targets three groups:
Before we can evaluate whether AI chatbots are helping or harming healthcare outcomes, we need to understand what is actually happening on the ground. Most existing literature is either anecdotal or focused on narrow use cases. This survey will generate a broader picture.
Active — survey design phase.
This is self-published work from WHPC. It has not been peer reviewed, and no external reviewer has checked its methods, data, or conclusions. Read it as a working document rather than as settled evidence. How we publish →
Cite as
WHPC (2026). Mapping AI Chatbot Integration in Healthcare. WHPC Working Papers. https://findingluca.com/projects/ai-chatbot-healthcare-mapping