HCAICYETSep 18, 2025

Can I Trust This Chatbot? Assessing User Privacy in AI-Healthcare Chatbot Applications

arXiv:2509.14581v13 citationsh-index: 2Proc Assoc Inf Sci Technol
Originality Synthesis-oriented
AI Analysis

This addresses privacy concerns for users of AI healthcare chatbots, but it is incremental as it builds on prior security research with a specific focus on privacy.

The study assessed privacy practices in 12 widely downloaded AI healthcare chatbot apps, finding significant gaps such as half lacking a privacy policy during sign-up and minimal user control over personal data.

As Conversational Artificial Intelligence (AI) becomes more integrated into everyday life, AI-powered chatbot mobile applications are increasingly adopted across industries, particularly in the healthcare domain. These chatbots offer accessible and 24/7 support, yet their collection and processing of sensitive health data present critical privacy concerns. While prior research has examined chatbot security, privacy issues specific to AI healthcare chatbots have received limited attention. Our study evaluates the privacy practices of 12 widely downloaded AI healthcare chatbot apps available on the App Store and Google Play in the United States. We conducted a three-step assessment analyzing: (1) privacy settings during sign-up, (2) in-app privacy controls, and (3) the content of privacy policies. The analysis identified significant gaps in user data protection. Our findings reveal that half of the examined apps did not present a privacy policy during sign up, and only two provided an option to disable data sharing at that stage. The majority of apps' privacy policies failed to address data protection measures. Moreover, users had minimal control over their personal data. The study provides key insights for information science researchers, developers, and policymakers to improve privacy protections in AI healthcare chatbot apps.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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