Studying Students' Knowledge of the Benefits, Challenges, and Applications of Big Data Analytics in Healthcare
- سال انتشار: 1401
- محل انتشار: فصلنامه بین المللی نوآوری در مهندسی، دوره: 2، شماره: 1
- کد COI اختصاصی: JR_IJIEN-2-1_004
- زبان مقاله: انگلیسی
- تعداد مشاهده: 132
نویسندگان
Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
Department of Industrial Engineering, Tarbiat Modares University, Tehran, Iran
Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
چکیده
The purpose of this study was to evaluate the students' familiarity from different universities of Mashhad with the benefits, applications and challenges of Big Data analysis. This is a cross-sectional study that was conducted on students of different fields, including Medical Engineering, Medical Informatics, Medical Records and Health Information Management in Mashhad-Iran. A questionnaire was designed. The designed questionnaire evaluated the opinion of students regarding benefits, challenges and applications of Big Data analytics. ۲۰۰ students participated and participants' opinions were evaluated descriptively and analytically. Most students were between ۲۰ and ۳۰ years old. ۴۳.۵% had no work experience. Current and previous field of study of most of the students were HIT, HIM, and Medical Records. Most of the participants in this study were undergraduates. ۶۱.۵% were economically active, ۵۴.۵% were exposed to Big Data. The mean scores of participants in benefits, applications, and challenges section were ۳.۷۱, ۳.۶۸, and ۳.۷۱, respectively, and process management was significant in different age groups (p=۰.۰۴۶), information, modelling, research, and health informatics across different fields of studies were significant (p=۰.۰۱۵, ۰.۰۳۳, ۰.۰۰۱, ۰.۰۲۴) Information and research were significantly different between groups (p=۰.۰۴۳ and ۰.۰۱۹), research in groups with / without economic activity was significant (p= ۰.۰۱۷) and information in exposed / non-exposed to Big Data groups was significant (p=۰.۰۲). Despite the importance and benefits of Big Data analytics, students' lack of familiarity with the necessity and importance is significant. The field of study and level of study does not appear to have an effect on the degree of knowledge of individuals regarding Big Data analysis. The design of technical training courses in this field may increase the level of knowledge of individuals regarding Big Data analysis.کلیدواژه ها
Big Data Benefits Challenges Analysis Healthcare Knowledgeاطلاعات بیشتر در مورد COI
COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.
کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.