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Background: Note-taking is a method that has long been used to optimize studying. Recent innovations have seen the introduction of digital note-taking using software apps. Although the current state of digital note-taking has been verified mainly among students, the use and efficacy of digital note-taking by physicians in actual clinical practice remain unknown. Therefore, we sought to understand the characteristics of note-taking residents using a note-taking app and determine whether there is a difference in basic medical knowledge compared to that of nondigital note-taking residents.
Objective: This study investigated the use of a digital note-taking app by Japanese resident physicians.
Methods: This analytical cross-sectional study was conducted in resident physicians during the General Medicine In-Training Examination (GM-ITE), a clinical competency examination for resident physicians. The GM-ITE is a multiple-choice test with a maximum score of 80 points. Using a structured questionnaire, we collected data on the sociodemographic characteristics (sex, age, postgraduate year [PGY], or others), clinical training, GM-ITE scores, and the use of an app for note-taking to record case experience. The GM-ITE evaluated the scores by dividing them into 4 groups (groups 1-4), in order from the lowest to the highest. We conducted a multivariate analysis of sociodemographic, clinical training, and GM-ITE score variables to determine the independent predictors of the use of a digital note-taking app.
Results: This study included 3833 participants; 1242 (32.4%) were female, 1988 (51.8%) were PGY 1 residents, 2628 (68.6%) were training in a rural area, 3236 (84.4%) were in community-based hospitals, and 1750 (45.3%) were app users. The app users were more likely to be in their PGY 2, to work in a community-based hospital, to have general internal medicine rotation experience, to use online medical resources more frequently, and to have more time for self-study. The results showed that the app users group had a higher GM-ITE score than the nonapp users group (adjusted odds ratio 0.74, 95% CI 0.25 to 1.22; P=.003).
Conclusions: To the best of our knowledge, this is the first study to investigate note-taking by physicians in Japan using apps. The app users group had a higher GM-ITE score than the nonapp users, suggesting that they may have higher clinical skills. In the future, we would like to conduct more in-depth research on the facts of note-taking using apps, based on our results.
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http://dx.doi.org/10.2196/55087 | DOI Listing |
BMC Med Educ
August 2025
Sociology Department, University of Sharjah, Sharjah, United Arab Emirates.
Background: Taking notes during lectures plays a vital role in enhancing learning outcomes. With technological advancements, digital note-taking has gained popularity among university students in recent years due to its convenience, ease of storage, sharing, and searching. Different versions of digital note-taking have been introduced, including the use of styluses on tablets, which offer a blend of traditional handwriting and digital advantages.
View Article and Find Full Text PDFCureus
July 2025
Cardiology, Great Western Hospitals NHS Foundation Trust, Swindon, GBR.
With the aim of improving efficiency and addressing limitations in paper-based clinical documentation, two resident doctors developed a customised electronic system for clinical note documentation on hospital wards. Using iterative co-design and active engagement with clinical colleagues, a ward moved from paper-based ward note-taking to electronic documentation. To demonstrate the benefits, the team conducted a comparative trial, assessing the in-house developed electronic patient record (EPR) system against the traditional paper notes in terms of efficiency and impact on working conditions.
View Article and Find Full Text PDFJMIR Diabetes
July 2025
Department of Diabetes, Endocrinology, and Metabolism, University Hospital Galway, Newcastle Rd, Galway, H91 YR71, Ireland, 353 851604880.
Background: Artificial intelligence (AI) chatbots have shown competency in a range of areas, including clinical note taking, diagnosis, research, and emotional support. An obesity epidemic, alongside a growth in novel injectable pharmacological solutions, has put a strain on limited resources.
Objective: This study aimed to investigate the use of a chatbot integrated with a digital avatar to create a "digital clinician.
J Physician Assist Educ
June 2025
Chelsey Hoffmann, PA-C, MS, RD, is a physician assistant of Mayo Clinic, Rochester Minnesota.
Introduction: Research on note-taking strategies in the higher education setting has been in existence since the 1920s. While both pros and cons exist for handwritten and digital note-taking techniques, recent research has focused on novel ways to optimize digital note-taking. With more students using laptops or tablets with a stylus, educators need to be equipped to coach students on evidenced-based ways to improve their digital note-taking.
View Article and Find Full Text PDFBackground: Note-taking is a method that has long been used to optimize studying. Recent innovations have seen the introduction of digital note-taking using software apps. Although the current state of digital note-taking has been verified mainly among students, the use and efficacy of digital note-taking by physicians in actual clinical practice remain unknown.
View Article and Find Full Text PDF