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A Typology of Social Media Use by Human Service Nonprofits: Mixed Methods Study

A Typology of Social Media Use by Human Service Nonprofits: Mixed Methods Study

This study expands upon prior studies of nonprofit organizational communication research by using Twitter-based data (subsequently rebranded as X [X Corp]). Human-labeled tweets were used as training data, and a supervised machine learning approach was used to automatically predict content analytical themes in a Twitter corpus.

Jia Xue, Micheal L Shier, Junxiang Chen, Yirun Wang, Chengda Zheng, Chen Chen

J Med Internet Res 2024;26:e51698

Usability and Feasibility Evaluation of a Web-Based and Offline Cybersecurity Resource for Health Care Organizations (The Essentials of Cybersecurity in Health Care Organizations Framework Resource): Mixed Methods Study

Usability and Feasibility Evaluation of a Web-Based and Offline Cybersecurity Resource for Health Care Organizations (The Essentials of Cybersecurity in Health Care Organizations Framework Resource): Mixed Methods Study

We included additional elements of the technology acceptance model-2 (TAM2) framework, specifically subjective norm (eg, perception of the organizational factors and individuals’ approval or disapproval), job relevance (eg, the extent of relevance of the resource to job function), and attitude (eg, extent of positive perception of the resource topic).

Niki O'Brien, Roberto Fernandez Crespo, Fiona O'Driscoll, Mabel Prendergast, Deeph Chana, Ara Darzi, Saira Ghafur

JMIR Form Res 2024;8:e50968

Developing Health Management Competency for Digital Health Transformation: Protocol for a Qualitative Study

Developing Health Management Competency for Digital Health Transformation: Protocol for a Qualitative Study

Underpinning this understanding is the importance as to how the development of competence can be supported at the organizational level as well as understanding the challenges health service managers face in demonstrating their competence in the digital context. This understanding must be informed by the system level and organizational factors that can support and enable the development and demonstration of competence in this dynamic, digital environment.

Mark Brommeyer, Zhanming Liang, Maxine Whittaker, Mark Mackay

JMIR Res Protoc 2023;12:e51884

Cocreation to Facilitate Communication and Collaboration Between Multidisciplinary Stakeholders in eHealth Research and Development: Case Study of the CARRIER (Coronary Artery Disease: Risk Estimations and Interventions for Prevention and Early Detection) Consortium

Cocreation to Facilitate Communication and Collaboration Between Multidisciplinary Stakeholders in eHealth Research and Development: Case Study of the CARRIER (Coronary Artery Disease: Risk Estimations and Interventions for Prevention and Early Detection) Consortium

The 6 hats each have a color that corresponds to a particular thinking direction—informative thinking (white), intuitive thinking (red), positive thinking (yellow), critical thinking (black), creative thinking (green), and organizational thinking (blue). Informative thinking is meant to ensure objectivity, to collect existing knowledge or facts on the topic, and to determine what remains unknown.

Elizabeth Latuapon, Laura Hochstenbach, Dominik Mahr, Bart Scheenstra, Bas Kietselaer, Marieke Spreeuwenberg

JMIR Hum Factors 2023;10:e45006

Efficiency of Text Message Contact on Medical Safety in Outpatient Surgery: Retrospective Study

Efficiency of Text Message Contact on Medical Safety in Outpatient Surgery: Retrospective Study

In addition, causes of conversion to full-time hospitalization (anesthetic: persisting pain, postoperative nausea and vomiting, sickness, aspiration syndrome; surgical: difficulty or length more than 2 hours; and organizational: entering or exiting operating room after 3:00 pm) and preoperative message (rate of ALERT replies, unexpected replies, undelivered SMS reminders) and postoperative pain (pain evaluation on day 1) data were collected.

Jeremy Peuchot, Etienne Allard, Bertrand Dureuil, Benoit Veber, Vincent Compère

JMIR Mhealth Uhealth 2020;8(9):e14346

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

Both studies analyzed Sepsis Watch in the context of organizational change management. These efforts aimed to identify adoption barriers and facilitators, and unintended social consequences and shifting clinical roles and responsibilities. Preliminary analysis of clinician’s perceptions of evidence, trust, and authority in the early phase of development was completed, and several salient findings emerged [52].

Mark P Sendak, William Ratliff, Dina Sarro, Elizabeth Alderton, Joseph Futoma, Michael Gao, Marshall Nichols, Mike Revoir, Faraz Yashar, Corinne Miller, Kelly Kester, Sahil Sandhu, Kristin Corey, Nathan Brajer, Christelle Tan, Anthony Lin, Tres Brown, Susan Engelbosch, Kevin Anstrom, Madeleine Clare Elish, Katherine Heller, Rebecca Donohoe, Jason Theiling, Eric Poon, Suresh Balu, Armando Bedoya, Cara O'Brien

JMIR Med Inform 2020;8(7):e15182

A Web-Based Patient Portal for Mental Health Care: Benefits Evaluation

A Web-Based Patient Portal for Mental Health Care: Benefits Evaluation

At an organizational level, care providers, health care professionals, information technology, clinical informatics, health information management, and professional practice were involved in the planning and implementation of the portal. CHI provided additional support as project sponsors. They provided a detailed project structure and benefits evaluation delivery model [15] and were available as a resource and guide throughout the course of the project.

Sarah I Kipping, Melanie I Stuckey, Alexandra Hernandez, Tan Nguyen, Sanaz Riahi

J Med Internet Res 2016;18(11):e294