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Perspectives and Experiences With Large Language Models in Health Care: Survey Study

Perspectives and Experiences With Large Language Models in Health Care: Survey Study

The purpose of this study is to explore professional views on LLM use in health care to inform future deployments. Specifically, we aim to (1) investigate users’ uptake, perceptions, and experiences regarding LLMs in health care and (2) contextualize survey responses by demographics and professional profiles. This study is reported according to the Consensus-Based Checklist for Reporting of Survey Studies (Multimedia Appendix 1) [28].

Jennifer Sumner, Yuchen Wang, Si Ying Tan, Emily Hwee Hoon Chew, Alexander Wenjun Yip

J Med Internet Res 2025;27:e67383

Telemedicine Prescribing by US Mental Health Care Providers: National Cross-Sectional Survey

Telemedicine Prescribing by US Mental Health Care Providers: National Cross-Sectional Survey

However, a better understanding of telemental health care provider’s perspectives and experiences related to prescribing is needed to inform appropriate telemedicine program design, identify key research questions, pursue clinical practice guidelines, and develop curricula for professional educational programs.

Mollie R Cummins, Julia Ivanova, Hiral Soni, Zoe Robbins, Brian E Bunnell, Esteban López, Brandon M Welch

JMIR Form Res 2025;9:e63251

Prioritizing Trust in Podiatrists’ Preference for AI in Supportive Roles Over Diagnostic Roles in Health Care: Qualitative Interview and Focus Group Study

Prioritizing Trust in Podiatrists’ Preference for AI in Supportive Roles Over Diagnostic Roles in Health Care: Qualitative Interview and Focus Group Study

The workflow from patient submission to professional evaluation is illustrated in Figure 2. Rond Om Podiatrists are keenly interested in the potential of AI to enhance their app and streamline decision-making processes. The system does not use AI currently, but there are numerous potential areas where AI could provide substantial benefits. For example, AI could be instrumental in assessing the suitability of submitted photos for evaluation.

Mohammed A Tahtali, Chris C P Snijders, Corné W G M Dirne, Pascale M Le Blanc

JMIR Hum Factors 2025;12:e59010

Regulation and Compliance in Telemedicine: Viewpoint

Regulation and Compliance in Telemedicine: Viewpoint

Similarly, a qualitative analysis of provider experiences in prescribing medications for opioid use disorder indicated both positive—including increased insight into patients’ daily lives—and negative experiences, noting issues with patients viewing telemedicine as a less professional encounter [27]. Providers additionally experienced stress due to their uncertainty regarding prescribing laws [27]. Research on prescribing over telemedicine considered patient outcomes, as well as provider experiences.

Julia Ivanova, Mollie R Cummins, Triton Ong, Hiral Soni, Janelle Barrera, Hattie Wilczewski, Brandon Welch, Brian Bunnell

J Med Internet Res 2025;27:e53558

Personality Types of Medical Students in Terms of Their Choice of Medical Specialty: Cross-Sectional Study

Personality Types of Medical Students in Terms of Their Choice of Medical Specialty: Cross-Sectional Study

In the ICD-11 (International Statistical Classification of Diseases and Related Health Problems, 11th Revision), burnout is classified as an occupational phenomenon, characterized by 3 dimensions: “feelings of energy depletion or exhaustion; increased mental distance from one’s job, or feelings of negativism or cynicism related to one’s job; and reduced professional efficacy” [33].

Małgorzata Tobiaszewska, Tytus Koweszko, Jonasz Jurek, Karolina Mikołap, Jacek Gierus, Jantoni Mikulski, Napoleon Waszkiewicz

Interact J Med Res 2024;13:e60223

A Scalable and Extensible Logical Data Model of Electronic Health Record Audit Logs for Temporal Data Mining (RNteract): Model Conceptualization and Formulation

A Scalable and Extensible Logical Data Model of Electronic Health Record Audit Logs for Temporal Data Mining (RNteract): Model Conceptualization and Formulation

Nurse’s highest professional accreditation, categorical variable (eg, licensed practical nurse, registered nurse [RN], nurse practitioner). 3. Average number of hours worked per week, integer, which is potentially derivable from the EHR audit log (eg, based on first and last EHR interactions in a 24-hour period). 4. Nurse primary assignment, categorical variable (eg, operating room [OR], intensive care, medical/surgical).

Victoria L Tiase, Katherine A Sward, Julio C Facelli

JMIR Nursing 2024;7:e55793

Development of a Medical Social Media Ethics Scale and Assessment of #IRad, #CardioTwitter, and #MedTwitter Posts: Mixed Methods Study

Development of a Medical Social Media Ethics Scale and Assessment of #IRad, #CardioTwitter, and #MedTwitter Posts: Mixed Methods Study

The digital footprint of clinicians on social media has increased over the past 10 years with an estimated 90% and 65% of clinicians using social media for personal and professional purposes, respectively [1]. Medical social media (So Me) has blossomed, offering clinicians opportunities to collaborate across distances, debate treatment approaches for challenging cases, and engage in public health advocacy [2-4].

Vongai Christine Mlambo, Eric Keller, Caroline Mussatto, Gloria Hwang

JMIR Infodemiology 2024;4:e47770

Coping Strategies Used by Health Care Workers in Ecuador During the COVID-19 Pandemic: Observational Study to Enhance Resilience and Develop Training Tools

Coping Strategies Used by Health Care Workers in Ecuador During the COVID-19 Pandemic: Observational Study to Enhance Resilience and Develop Training Tools

What factors served as deterrents to surrendering, and how did they discover avenues for recuperation and redirect their focus toward fulfilling their professional obligations? The secondary aim was to develop a multimedia psychological tool to train leaders of professional groups, enhancing their ability to support their teams and reinforce individual and team resilience. This observational study was conducted in 2 phases.

María Asunción Vicente, Eva Gil Hernández, Irene Carrillo, César Fernández, Adriana López-Pineda, Mercedes Guilabert, Jimmy Martín-Delgado, Carlos Solis, Karla Camba, Wilson Ricardo Cañizares Fuentes, José Joaquín Mira

JMIR Hum Factors 2023;10:e47702

Still Exhausted: The Role of Residual Caregiving Fatigue on Women in Medicine and Science Across the Pipeline

Still Exhausted: The Role of Residual Caregiving Fatigue on Women in Medicine and Science Across the Pipeline

With increases in patient volume and the closing of child and adult care facilities, women in the health care field experienced a disproportionate increase in their professional and personal caregiving and reported feeling that there was not enough support for them to care for their families from their organizations [2]. In a recent study, 49% of health care workers reported that emergency childcare needs disrupted their work, including canceled clinics and surgeries [7].

Katherine A Meese, Laurence M Boitet, Katherine L Sweeney, Lauren Nassetta, Michael Mugavero, Bertha Hidalgo, Rebecca Reamey, David A Rogers

J Med Internet Res 2023;25:e47629

The Perceived Ease of Use and Perceived Usefulness of a Web-Based Interprofessional Communication and Collaboration Platform in the Hospital Setting: Interview Study With Health Care Providers

The Perceived Ease of Use and Perceived Usefulness of a Web-Based Interprofessional Communication and Collaboration Platform in the Hospital Setting: Interview Study With Health Care Providers

For example, an allied health professional expressed frustration with a specific assessment form that was not supported by the electronic tool: I think one of the things specifically to me that I find a little bit frustrating in my work is kind of the double charting that we do. So basically we have an [assessment form] that we fill out for every new assessment that has all the information on the patient’s background and then what we found in the assessment and what our recommendations are.

Jason Xin Nie, Christine Heidebrecht, Andrea Zettler, Jacklyn Pearce, Rafael Cunha, Sherman Quan, Elizabeth Mansfield, Terence Tang

JMIR Hum Factors 2023;10:e39051