Evaluating the Effectiveness of Generative AI for the Creation of Patient Education Materials on Coronary Heart Disease: A Comparative Study
Generative AI significantly improved the efficiency of developing PEMs for patients with CHD. The materials generated by ChatGPT-4o and DeepSeek R1 were comparable to the professionally written ones in terms of readability, understandability, and actionability. However, improvements related to reducing the number of difficult words and increasing content word frequency are needed to enhance readability. The accuracy of AI-generated materials still poses concerns, including potential AI "hallucinations," and requires review by health care professionals. Generative AI holds considerable potential for generating PEMs, and future research should assess its applicability and effectiveness in real-world patient and family contexts.
Authors
- Ren Cha (ORCID: https://orcid.org/0000-0002-0943-1355)
- Xiawen Mao (ORCID: https://orcid.org/0000-0003-3504-7047)
- Lili Wu (ORCID: https://orcid.org/0009-0007-9033-0984)
- Jingbang Liu (ORCID: https://orcid.org/0009-0007-1693-8481)
- Songyuan Dai (ORCID: https://orcid.org/0009-0007-2442-5854)
- Xiaofang Jiang (ORCID: https://orcid.org/0000-0001-7065-4956)
Institutions
- Sir Run Run Shaw Hospital (CN)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2025-10-27
- DOI
- https://doi.org/10.2196/78816
- Citations
- 1
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 0.65