Research Appraisalother

AI chatbots for health information seeking among Chinese patients with precancerous ENT lesions: a descriptive qualitative study

BMJ openHuang, Ying, Liang, Qian, Lin, Zhifeng et al.12 May 2026DOI

Clinical Snapshot

75CEBM
Evidence: Moderateother

PICO Framework

P — PopulationChinese adult patients with clinically diagnosed precancerous ear, nose and throat (ENT) lesions who had used AI-driven chatbots for health information seeking
I — InterventionUse of AI-driven chatbots for health-related information seeking
C — ComparatorConventional search engines and healthcare professional consultations (implicit comparison)
O — OutcomesPatient experiences, perceived benefits, challenges, and influences on information-seeking practices when using AI chatbots

Bottom Line

This qualitative study explores Chinese patients' experiences using AI chatbots for health information about precancerous ENT lesions. Patients valued chatbots as accessible, conversational information sources that felt emotionally safer for sensitive questions compared to direct healthcare provider consultation. However, effectiveness depended on users developing prompting skills. While findings suggest potential complementary role for AI chatbots in patient education, the study has methodological limitations including small sample size, single-centre design, and insufficient detail on analytical rigour. The research addresses an important contemporary issue but requires replication in diverse populations and integration with studies evaluating chatbot accuracy and safety before clinical implementation recommendations can be made.

Evidence: Moderate

Key Findings

  • P Value: Not applicable for qualitative research

  • Effect Size: Not applicable for qualitative research

  • Primary Outcome: Four themes identified: AI chatbots as immediate accessible information source; shift from search engines to conversational seeking; importance of effective prompting skills; emotional safety in asking sensitive questions

  • Nnt Or Sensitivity: Not applicable - qualitative study exploring patient experiences rather than diagnostic or therapeutic outcomes

  • Confidence Interval: Not applicable for qualitative research

Clinical Application

Moderate feasibility - requires patient digital literacy and access to AI chatbots. Implementation would need integration with existing patient education pathways Relevant to Australian practice given increasing AI adoption in healthcare. Would need consideration of TGA regulations for AI medical devices and integration with existing patient information resources. Cultural differences from Chinese context may affect transferability Patients with precancerous conditions seeking health information, particularly those comfortable with digital technology and conversational interfaces

Abstract

OBJECTIVE: To explore how Chinese patients with precancerous ear, nose and throat (ENT) lesions experience using artificial intelligence (AI)-driven chatbots for health-related information seeking, with particular attention to perceived benefits, challenges and influences on information-seeking practices. DESIGN: Descriptive qualitative study. SETTING: Department of Otolaryngology, West China Hospital, Sichuan University, China. PARTICIPANTS: 12 adult patients with clinically diagnosed precancerous ENT lesions who had used AI-driven chatbots at least three times in the previous 30 days to seek health-related information about their condition were purposively recruited. Face-to-face, semistructured interviews were conducted between 11 October 2024 and 10 November 2024. RESULTS: Interviews were analysed using Colaizzi's method. Four themes were identified. First, participants described AI chatbots as an immediate and accessible source of health information, particularly when questions arose outside clinical encounters or during periods of uncertainty. Second, many reported moving away from conventional search engines towards conversational information seeking, valuing direct and synthesised responses over link-based retrieval. Third, participants emphasised that obtaining useful answers depended on learning to ask clear and specific questions, suggesting that effective prompting was an important user skill. Fourth, some participants perceived chatbot interaction as emotionally safer than asking healthcare professionals certain questions, particularly when they felt embarrassed, worried about asking repetitive questions or feared being judged. CONCLUSIONS: Among this sample of Chinese patients with precancerous ENT lesions, AI-driven chatbots were perceived as a convenient and conversational supplementary source of health information. Participants valued their accessibility and interactional ease, but also indicated that their usefulness depended partly on users' ability to formulate effective prompts. Some participants additionally perceived chatbots as a more comfortable channel for asking sensitive or basic questions. The findings suggest that AI chatbots may have a complementary role in patient information support, but further research is needed to evaluate response accuracy, safety and appropriate integration into clinician-led care.

References

  1. 1.Huang, Y., Liang, Q., Lin, Z., Zhang, M., Liu, X., Ding, L., Peng, R., & Yu, R. (2026). AI chatbots for health information seeking among Chinese patients with precancerous ENT lesions: a descriptive qualitative study. BMJ Open. https://doi.org/10.1136/bmjopen-2025-102637
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