Section 1: Demographic Information Gender: ☐ Male ☐ Female ☐ Other Age: ☐ 20–30 years ☐ 31–40 years ☐ 41–50 years ☐ Above 50 years Occupation: ☐ Physician ☐ Nurse ☐ Administrative Staff Nationality: ☐ Local ☐ Expatriate (if yes select region of your origin below) ☐ South Asia ☐ Southeast Asia ☐ Middle East ☐ Western Countries ☐ Others Years of Experience in Healthcare: ☐ Less than 5 years ☐ 5–10 years ☐ 11–20 years ☐ More than 20 years

(5-point Likert scale, 1 = Strongly Disagree, 5 Strongly Agree)

Section 2: AI Interventions The AI system in our hospital provides real-time alerts for critical patient conditions. Healthcare professionals often use AI tools to support clinical decision-making. The hospital utilizes predictive analytics for patient diagnosis AI-powered decision support tools usually used in treatment recommendations. The hospital uses AI for real-time patient monitoring and early warning alerts. The hospital uses AI-driven technologies to carry out administrative tasks in hospital operations. The hospital uses AI-based technologies for resource allocation and staffing in our hospital Section 3: Operational Efficiency 8.The system effectively assists in reducing task duplication. 9.The system contributes to faster decision-making in the process of patient care. 10.Operational bottlenecks are usually addressed with AI interventions. 11.The workflow digitalization minimizes delays in patient treatment. 12.The integration of AI reduces administrative workload and improves process efficiency. Section 4: Digital Competence 13.I can use the digital devices in our hospital without difficulty. 14.I can organize and store digital information efficiently. 15.I can adapt to new digital tools and technologies quickly. 16.I feel confident using AI-powered healthcare applications. 17.I have received sufficient training to effectively use AI-based systems. 18.I can troubleshoot basic technical problems when using AI systems. 19.I can integrate AI tools into my daily workflow without difficulty. 20.I am comfortable interpreting AI-generated recommendations for patient care. 21.I can critically evaluate the reliability of AI-generated clinical data. 22.I actively seek training or resources to improve my digital skills in healthcare. 23.I can navigate electronic health records (EHR) and AI-assisted documentation efficiently. 24.I understand how AI-powered decision-support systems influence patient outcomes. Section 5: Patient Safety 25.Healthcare professionals actively engage in activities to improve patient safety. 26.Hospital management provides a work climate that promotes patient safety. 27.AI-assisted decision-making reduces the chances of diagnostic errors. 28.Staff members feel comfortable speaking up if they see something that may negatively affect patient care. 29.AI-powered monitoring systems help prevent medical errors and adverse events. 30.AI integration improves communication and coordination among healthcare teams