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Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations
تجزیه و تحلیل داده های بزرگ: درک قابلیت های آن و مزایای بالقوه برای سازمان های مراقبت های بهداشتی-2018 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 ana
lytics. 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, deci
sion support capability, predictive capability, and traceability. We also mapped the benefits driven by big data an
alytics 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 an
alytics capabilities and potential benefits and support them seeking to formulate more effective data-driven an
alytics strategies.
Keywords: Big data analytics ، Big data analytics architecture ، Big data analytics capabilities ، Business value of information technology (IT) ، Health care |
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