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Creation of Scientific Response Documents for Addressing Product Medical Information Inquiries: Mixed Method Approach Using Artificial Intelligence

The survey results were analyzed to identify those steps in the development of an SRD where the use of AI may offer maximum benefit. The survey questions were not randomized, and there was no adaptive questioning. There was a total of 10 questions. All questions were displayed on the same page, so no back button or review step was necessary. Only 1 response per company was allowed. Data were analyzed using descriptive statistics. The full survey questionnaire is provided in Multimedia Appendix 2.

Jerry Lau, Shivani Bisht, Robert Horton, Annamaria Crisan, John Jones, Sandeep Gantotti, Evelyn Hermes-DeSantis

JMIR AI 2025;4:e55277

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Benefits and Risks of AI in Health Care: Narrative Review

Future reviews could benefit from incorporating more standardized studies to enhance generalizability. Second, the reliance on published literature from electronic databases introduces potential publication bias. Studies with positive outcomes related to AI integration in health care may be more likely to be published, which could skew perceptions of AI effectiveness and adoption rates. Efforts were made to address this bias by including a broad range of databases and emphasizing recent literature.

Margaret Chustecki

Interact J Med Res 2024;13:e53616

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A Metric of Societal Burden Based on Virus Succession to Determine Economic Losses and Health Benefits of China’s Lockdown Policies: Model Development and Validation

Typically, the disease burden under the condition of total infection or herd immunity can be considered as the possible benefit gained from implementing a lockdown. The difference between a blanket lockdown and local or partial lockdown lies in the scope.

Wenxiu Chen, Bin Zhang, Chen Wang, Wei An, Shashika Kumudumali Guruge, Ho-kwong Chui, Min Yang

JMIR Public Health Surveill 2024;10:e48043

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Extending the Privacy Calculus to the mHealth Domain: Survey Study on the Intention to Use mHealth Apps in Germany

Based on the privacy calculus model, we aim to understand which factors have a concrete influence on the cost-benefit calculation underlying the intention to use m Health apps. Thus far, 3 studies that have examined the intention to use m Health apps based on the privacy calculus model.

Niklas von Kalckreuth, Markus A Feufel

JMIR Hum Factors 2023;10:e45503

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Enhancing Nurse–Robot Engagement: Two-Wave Survey Study

benefit

Gen-Yih Liao, Tzu-Ling Huang, May-Kuen Wong, Yea-Ing Lotus Shyu, Lun-Hui Ho, Chi Wang, T C E Cheng, Ching-I Teng

J Med Internet Res 2023;25:e37731

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An Assessment of the Potential Benefits of Video Consultation in the Emergency Department: Mixed Methods Study

The meetings also aimed to determine the ways in which video consultation could have provided the potential benefit of teleconsultation. The data on admissions to HGH were discussed with the HGH consultants most involved with this activity to determine if they perceived any potential advantage of teleconsultation in the ED before admission. Discussions were also held with HGH ED staff and direct observations were made of activity in the department to understand the logistics of using teleconsultation.

Jane Turner, Malcolm Clarke, Grizelda George, Russell Wynn Jones, Rick Pullinger, Rajesh Kharbanda, James Kennedy, Linda Hands

Interact J Med Res 2022;11(2):e36081

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Personality, Attitudes, and Behaviors Predicting Perceived Benefit in Online Support Groups for Caregivers: Mixed Methods Study

OSGs have shown great promise; however, further investigation is needed to assess factors influencing participation and user well-being, as measured by self-assessed or perceived benefit from the group [9,10]. Many previous efforts in understanding OSGs do not use well-validated measures to predict or assess the characteristics of those who participate and benefit from OSGs [11].

Athena Milios, Ting Xiong, Karen McEwan, Patrick McGrath

JMIR Nursing 2022;5(1):e36167

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Valuing Diversity and Inclusion in Health Care to Equip the Workforce: Survey Study and Pathway Analysis

The two constructs of health systems’ benefits are BUSINESS BENEFIT and SERVICE BENEFIT. These variables were each measured using 7-point Likert scales. We also tested the internal-consistency reliability of these multi-item variables using Cronbach α. The four α values were close to or greater than the recommended acceptable threshold of .70 for exploratory research [50].

Jiban Khuntia, Xue Ning, Wayne Cascio, Rulon Stacey

JMIR Form Res 2022;6(5):e34808

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The Impact and Applications of Social Media Platforms for Public Health Responses Before and During the COVID-19 Pandemic: Systematic Literature Review

The benefit of social media is that it provides real-time big data rapidly to epidemiologists from millions of users worldwide. The utility of epidemiological monitoring using social media during public health emergencies was well illustrated in the H7 N9 avian influenza A virus outbreak using user-generated content (UGC) in the Sina microblog and the daily Baidu Activity Index [20].

Dinesh Visva Gunasekeran, Alton Chew, Eeshwar K Chandrasekar, Priyanka Rajendram, Vasundhara Kandarpa, Mallika Rajendram, Audrey Chia, Helen Smith, Choon Kit Leong