Research Appraisalobservational

Comparing Perceptions of ChatGPT Use in Health Attitude Contexts Among Users and Nonusers: Cross-Sectional Study

JMIR formative researchAl Suwaidan, Hessah, Althumairi, Arwa, Al-Rayes, Saja A et al.27 Apr 2026DOI

Clinical Snapshot

60CEBM
Evidence: Weakobservational

PICO Framework

P — PopulationAdults aged 18 years and older in Saudi Arabia (n=337)
I — InterventionChatGPT use for health-related purposes
C — ComparatorNon-users of ChatGPT for health purposes
O — OutcomesPerceived usefulness, risks, anxiety, and social influence of ChatGPT on health attitudes

Bottom Line

This cross-sectional study from Saudi Arabia found that while 76% of respondents used ChatGPT for health purposes, significant concerns about privacy (55%) and reliability (45%) persist among users. The study provides useful insights into consumer attitudes toward AI health tools but has methodological limitations including unclear sampling, lack of confounder adjustment, and absence of precision measures. For Australian clinicians, these findings highlight the importance of addressing patient concerns about AI tool security and reliability when considering integration into practice. However, cultural and healthcare system differences limit direct generalizability. The study underscores the need for robust regulatory frameworks and evidence-based guidelines for AI health applications.

Evidence: Weak

Key Findings

  • P Value: P>.05 for sociodemographic differences between groups

  • Effect Size: Not reported

  • Primary Outcome: 76.1% of respondents used ChatGPT, with users finding it useful but expressing privacy and reliability concerns

  • Nnt Or Sensitivity: 54.7% of users concerned about privacy, 44.9% about reliability, 63.9% of nonusers cited security risks as barrier

  • Confidence Interval: Not reported

Clinical Application

Limited by privacy, security, and reliability concerns identified in study Relevant for TGA considerations of AI medical devices and RACGP digital health guidelines, though cultural differences may limit direct applicability Healthcare consumers and professionals considering AI chatbot integration

Abstract

BACKGROUND: In light of the growing use of artificial intelligence (AI) in health care, individuals' access to and use of health information are transforming. ChatGPT, an AI chatbot, provides immediate responses to health queries, with the potential to influence health-related attitudes, thereby raising concerns related to privacy, reliability, and security. OBJECTIVE: This study aimed to investigate the perceived usefulness, risks, anxiety, and social influence of ChatGPT on health attitudes among users and nonusers in Saudi Arabia. METHODS: A cross-sectional study was conducted using an online survey based on a validated tool. In total, 337 participants aged 18 years and older responded to questions assessing their perceptions of ChatGPT on health-related attitudes. RESULTS: Data showed that 76.1% (194/255) of the respondents used ChatGPT, with the majority being younger and more highly educated. The main uses for health-related purposes were health education (43/194, 22.2%) and physical activity guidance (31/194, 16%). The analysis showed that users considered ChatGPT useful for health-related decisions, with 45.9% (89/194) finding it easy to learn and use, but concerns about privacy (106/194, 54.7%) and reliability (87/194, 44.9%) remained. Among nonusers, security risks (39/61, 63.9%) were the major barrier to using AI-based tools for health purposes, and 68.9% (42/61) found such tools attractive and engaging. There were no statistically significant differences between users and nonusers across all examined sociodemographic characteristics (P>.05). CONCLUSIONS: The study established the potential of ChatGPT in improving health decision-making and revealed cultural, privacy, and trust issues that may affect its implementation. These findings underscore the importance of strengthening the security of AI-based applications to enhance public acceptability of related health policies and to support the safe integration of tools such as ChatGPT into the health care system.

References

  1. 1.Al Suwaidan, H., Althumairi, A., Al-Rayes, S. A., & Alkhurayji, K. (2026). Comparing perceptions of ChatGPT use in health attitude contexts among users and nonusers: Cross-sectional study. JMIR Formative Research. https://doi.org/10.2196/79276
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