کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7255808 1472375 2018 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations
ترجمه فارسی عنوان
تجزیه و تحلیل داده های بزرگ: درک قابلیت های آن و مزایای بالقوه برای سازمان های مراقبت های بهداشتی
موضوعات مرتبط
علوم انسانی و اجتماعی مدیریت، کسب و کار و حسابداری کسب و کار و مدیریت بین المللی
چکیده انگلیسی
To date, health care industry has not fully grasped the potential benefits to be gained from big data analytics. While the constantly growing body of academic research on big data analytics is mostly technology oriented, a better understanding of the strategic implications of big data is urgently needed. To address this lack, this study examines the historical development, architectural design and component functionalities of big data analytics. From content analysis of 26 big data implementation cases in healthcare, we were able to identify five big data analytics capabilities: analytical capability for patterns of care, unstructured data analytical capability, decision support capability, predictive capability, and traceability. We also mapped the benefits driven by big data analytics in terms of information technology (IT) infrastructure, operational, organizational, managerial and strategic areas. In addition, we recommend five strategies for healthcare organizations that are considering to adopt big data analytics technologies. Our findings will help healthcare organizations understand the big data analytics capabilities and potential benefits and support them seeking to formulate more effective data-driven analytics strategies.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Technological Forecasting and Social Change - Volume 126, January 2018, Pages 3-13
نویسندگان
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