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Evolving Perceptions and Attitudes to Adopting Generative AI in Professional Settings: Multicenter Longitudinal Qualitative Study of Senior Chinese Hospital Leaders

Evolving Perceptions and Attitudes to Adopting Generative AI in Professional Settings: Multicenter Longitudinal Qualitative Study of Senior Chinese Hospital Leaders

All participants, regardless of their leadership roles, expressed a baseline supportive attitude toward Gen AI. Many described Gen AI as an innovative tool with transformative potential for streamlining processes and enhancing efficiency. They recognized the benefits of personal experimentation and adoption of the technology and believed that its integration could eventually lead to broader institutional improvements: Technologies such as this (Gen AI) are inevitable.

Zheng Zhi, Jing Zhao, Qiang Li, Qingxia Li, Meifang Xu, Yan Zuo, Ming Wang, Jiankang Liu, Jingyi Guan, Jia Wang

J Med Internet Res 2025;27:e75531

Understanding Dermatologists’ Acceptance of Digital Health Interventions: Cross-Sectional Survey and Cluster Analysis

Understanding Dermatologists’ Acceptance of Digital Health Interventions: Cross-Sectional Survey and Cluster Analysis

The Adopters (mean age 46.9, SD 11.7 y) were significantly younger compared to both the Indecisives (mean age 51.4, SD 7.9 y; P=.03) and Rejectors (mean age 58.8, SD 6.7 y; P The analysis of individual items revealed distinct profiles of the three clusters on their attitude toward DHIs. The following paragraphs describe selected items for each factor and cluster. A comprehensive overview of all item ratings is presented in Figure 1.

Patrick Reinders, Matthias Augustin, Marina Otten

JMIR Hum Factors 2025;12:e59757

Intrinsic Motivation, Attitudes, and Practices of Young Physicians Regarding Scientific Research: Cross-Sectional Study in China

Intrinsic Motivation, Attitudes, and Practices of Young Physicians Regarding Scientific Research: Cross-Sectional Study in China

Descriptive analysis was performed to summarize participants’ demographic characteristics and scores for intrinsic motivation, attitude, and practice. All continuous variables, including intrinsic motivation, attitude, and practice scores, were expressed as mean (SD), while categorical data, including demographic characteristics and individual question responses, were presented as n (%).

Liwei Wang, Jiajia Ren, Song Zhang, Yu’e Sun, Yu Ding, Congxian Yang, Chan Zheng, Zhenduo Shi, Yangzi Zhu

J Med Internet Res 2025;27:e72633

Factors Determining Acceptance of Internet of Things in Medical Education: Mixed Methods Study

Factors Determining Acceptance of Internet of Things in Medical Education: Mixed Methods Study

Similarly, technological optimism can significantly impact a student’s attitude. Io T acceptance is greater for learners who are enthusiastic about experimenting with novel innovations. Technological innovators infrequently perceive new innovations as being challenging or outside their comprehension. Individuals are more inclined to regret not having the freedom to play around with novel technologies [45]. As a result, a number of hypotheses are put forth: H1: TOP affects positively the PE.

Khadija Alhumaid, Kevin Ayoubi, Maha Khalifa, Said Salloum

JMIR Hum Factors 2025;12:e58377

Older Adults’ Perspectives on Participating in a Synchronous Online Exercise Program: Qualitative Study

Older Adults’ Perspectives on Participating in a Synchronous Online Exercise Program: Qualitative Study

I have the attitude exercise is important for everybody, but it’s especially important as we get older. I need physical exercise. My body feels better. Two participants discussed the reasons for seeking out opportunities to increase their PA. If I joined the program at least it would give me a reason to get up and get started in exercise. Since I’ve retired, I’m trying to find some kind of routine that would keep me active, and [help with] losing weight and trying to get healthy for longevity.

Giulia Coletta, Kenneth S Noguchi, Kayla Beaudoin, Angelica McQuarrie, Ada Tang, Rebecca Ganann, Stuart M Phillips, Meridith Griffin

JMIR Aging 2025;8:e66473