Thematic Analysis of ChatGPT's Menopause-Related Patient Education Responses from a Women's Health Nursing Perspective

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Authors: Hatice Bulut, Samar Alotaibi
Cited by: 1

Abstract

Introduction: This study aimed to evaluate ChatGPT's patient education content on menopause from the perspective of women's health nursing and to identify emerging themes in its responses.Methods: A qualitative design was employed.Fifteen scenarios covering common nursing counselling topics in menopause were developed and presented to ChatGPT with instructions to use "patient-friendly language." The responses were analysed using Braun and Clarke's six-phase thematic analysis method.Results: Four main themes emerged: (1) Symptom-focused practical suggestions, (2) lifestyle modification and preventive health, (3) psychosocial support and relationships, and (4) safety and compliance.Most responses demonstrated empathy but lacked sufficient scientific references and evidence-based support.Discussion and Conclusion: ChatGPT can provide useful and understandable suggestions for patient education in menopause from a nursing perspective.However, improvements are needed in providing evidence-based references and addressing certain topics (e.g., sexual health) more comprehensively.Women's health nurses should verify the accuracy of AI-generated content before using it in patient education.These findings highlight the importance of developing nurses' skills in critically appraising, validating, and appropriately integrating AI-generated educational content into women's health counselling and patient education.

Fields of Study & Subjects

Artificial Intelligence in Healthcare and Education Health Education and Validation Simulation-Based Education in Healthcare

Publication details

Journal / source
Lokman Hekim Health Sciences
Publisher
Kare Publishing
Pages
179–187
Publication date
1 January 2026