title: Medical student use of digital learning resources.
abstract: University students expect to use technology as part of their studies, yet health professional teachers can struggle with the change in student learning habits fuelled by technology. Our research aimed to document the learning habits of contemporary medical students during a clinical rotation by exploring the use of locally and externally developed digital and print self-directed learning resources, and study groups.
  
  
  
  We investigated the learning habits of final-stage medical students during their clinical paediatric rotation using mixed methods, involving learning analytics and a student questionnaire. Learning analytics tracked aggregate student usage statistics of locally produced e-learning resources on two learning management systems and mobile learning resources. The questionnaire recorded student-reported use of digital and print learning resources and study groups.
  
  
  
  The students made extensive use of digital self-directed learning resources, especially in the 2 weeks before the examination, which peaked the day before the written examination. All students used locally produced digital formative assessment, and most (74/98; 76%) also used digital resources developed by other institutions. Most reported finding locally produced e-learning resources beneficial for learning. In terms of traditional forms of self-directed learning, one-third (28/94; 30%) indicated that they never read the course textbook, and few students used face-to-face 39/98 (40%) or online 6/98 (6%) study groups.
  
  
  
  Learning analytics and student questionnaire data confirmed the extensive use of digital resources for self-directed learning. Through clarification of learning habits and experiences, we think teachers can help students to optimise effective learning strategies; however, the impact of contemporary learning habits on learning efficacy requires further evaluation. Health professional teachers can struggle with the change in student learning habits fuelled by technology.
authors.affiliation: Discipline of Child and Adolescent Health, University of Sydney, New South Wales, Australia.
authors.forename: Karen
authors.initials: K
authors.lastname: Scott
authors.affiliation: Discipline of Child and Adolescent Health, University of Sydney, New South Wales, Australia.
authors.forename: Anne
authors.initials: A
authors.lastname: Morris
authors.affiliation: Discipline of Child and Adolescent Health, University of Sydney, New South Wales, Australia.|Marie Bashir Institute for Infectious Diseases and Biosecurity, University of Sydney, New South Wales, Australia.
authors.forename: Ben
authors.initials: B
authors.lastname: Marais
mesh_terms: D004504:Education, Medical, Undergraduate / Q000379:methods; D006801:Humans; D020407:Internet; D007858:Learning; D000073819:Self-Directed Learning as Topic; D013337:Students, Medical; D011795:Surveys and Questionnaires