Trust

Patients increasingly consult artificial intelligence (AI) chatbots such as ChatGPT for health information before clinical visits, yet the impact of an actual orthopedic consultation on patient trust in AI-derived information remains unknown. This prospective longitudinal observational study quantifies how a single orthopedic outpatient consultation modifies patient trust in AI chatbots, the concordance between AI-derived and physician-delivered information, and patient anxiety, using a paired pre-post survey design supplemented by a matched physician-side assessment. Adult patients (18 years and older) presenting to two orthopedic outpatient clinics in Cyprus complete a brief pre-consultation questionnaire (T0) capturing demographics, AI use patterns, prior AI consultation regarding the current complaint, baseline trust, expectations, and anxiety. Immediately after their consultation they complete a second questionnaire (T1) assessing concordance with physician advice, trust change, consultation facilitation, post-consultation anxiety, and future intention. The consulting physician completes a brief 30-second post-visit form capturing whether AI was discussed, the medical accuracy of AI-derived information conveyed by the patient, and the effect of the AI discussion on consultation duration. The primary outcomes are the paired within-patient change in AI trust between T0 and T1 and physician-patient concordance on AI versus physician advice. Target enrollment is 180 to obtain 150 paired completed assessments.

The goal of this study is to evaluate patient perception and preference in physician attire. Eligible subjects admitted to medical-surgical hospital unit will complete a survey expressing perceptions and preference regarding physician attire.

The purpose of this research study is to understand how people make trust-related decisions in healthy aging. Participants will be asked to complete one study session on the University of Central Florida (UCF) campus. The study session will be conducted in a private testing room and include a series of computerized cognitive tasks and learning games, as well as surveys of your beliefs, preferences, and past experiences. The study will take a total of approximately 3.5 hours to completed. You will be allowed to take breaks during the session as needed. If you begin the study but do not complete the session, you will receive credit commensurate with your participation.