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Improving Safety, Efficiency, Cost, and Satisfaction Across a Musculoskeletal Pathway Using the Digital Assessment Routing Tool for Triage: Quality Improvement Study

The following Quality Improvement Study was designed, conducted, and reported in accordance with the Standards for Quality Improvement Reporting Excellence Framework (SQUIRE 2.0) [1]. Musculoskeletal (MSK) conditions are prevalent and increasing, associated with an aging population and reducing levels of physical activity in Western-style economies [2,3].

Cabella Lowe, Laura Atherton, Peter Lloyd, Anna Waters, Dylan Morrissey

J Med Internet Res 2025;27:e67269

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Enhancing the Innovation Ecosystem: Overcoming Challenges to Introducing Information-Driven Technologies in Health Care

The recommendations presented in this paper are intended to be broadly applicable across various types of innovation and improvement efforts in diverse ecosystems. The current strain on the health care system highlights the necessity for improving quality of care, with a specific emphasis on promoting effectiveness and efficiency in a manner that best serves the needs of patients and populations while promoting the well-being of health care staff members.

Julie Reed, Petra Svedberg, Jens Nygren

J Med Internet Res 2025;27:e56836

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How a National Organization Works in Partnership With People Who Have Lived Experience in Mental Health Improvement Programs: Protocol for an Exploratory Case Study

There are several national organizations in Scotland with an improvement focus, including the Centre for Sustainable Delivery, the Health and Social Care Alliance Scotland, the Improvement Service, and Healthcare Improvement Scotland (HIS).

Ciara Robertson, Carina Hibberd, Ashley Shepherd, Gordon Johnston

JMIR Res Protoc 2024;13:e51779

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Improvements in Neoplasm Classification in the International Classification of Diseases, Eleventh Revision: Systematic Comparative Study With the Chinese Clinical Modification of the International Classification of Diseases, Tenth Revision

improvement

Yicong Xu, Jingya Zhou, Hongxia Li, Dong Cai, Huanbing Zhu, Shengdong Pan

Interact J Med Res 2024;13:e52296

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Comparison of the Performance of GPT-3.5 and GPT-4 With That of Medical Students on the Written German Medical Licensing Examination: Observational Study

GPT-4, unlike GPT-3.5, also did not answer questions containing images on repetition, showing an improvement in the previously incorrect content produced by GPT-4’s predecessor [17]. Thus, health care professionals could potentially benefit, especially from GPT-4’s conclusive and often nonobvious insights to multiple-choice questions, as these users have the ability to verify crucial details [13,14,41].

Annika Meyer, Janik Riese, Thomas Streichert

JMIR Med Educ 2024;10:e50965

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Administrative Dashboard for Monitoring Use of a Web-Based Parent Training Intervention: Usability Study

These program usage metrics enable administrators to make data-driven decisions, identify areas for improvement, and provide critical support to program and research staff when offering personalized guidance to users [10].

Susan M Breitenstein, Julia Berteletti, Shea Smoske, Charles Barger, Kyrie Tipps, Nathan P Helsabeck

JMIR Form Res 2024;8:e53439

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Security Implications of AI Chatbots in Health Care

improvement

Jingquan Li

J Med Internet Res 2023;25:e47551

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Strengthening Digital Transformation and Innovation in the Health Care System: Protocol for the Design and Implementation of a Multidisciplinary National Health Innovation Research School

A major challenge when it comes to the use of digital innovations for the transformation of health care is the dissemination and implementation in practice and to make sure it results in actual improvement and value for patients and the health care system [18,19]. The prolonged time for translating research into practice needs attention and improvements to be based on increased influence from patients, clients, and practitioners [20].

Jens M Nygren, Lina Lundgren, Ingela Bäckström, Petra Svedberg

JMIR Res Protoc 2023;12:e46595

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Factors Associated With the Acceptance of an eHealth App for Electronic Health Record Sharing System: Population-Based Study

The benefits of e HRSS are facilitation of patient communication, improvement of patient care continuity, accuracy of drug prescription, and enablement of holistic management [3]. Stage 2 development of the e HRSS started in July 2017, which further expanded the benefits to the relevant stakeholders and users. These include the broadening of the scope of sharable data by the system; provision of patients’ choice over data sharing scope; and their access to some of the data in the e HRSS [4].

Junjie Huang, Wing Sze Pang, Yuet Yan Wong, Fung Yu Mak, Florence S W Chan, Clement S K Cheung, Wing Nam Wong, Ngai Tseung Cheung, Martin C S Wong