دانلود مقاله ISI انگلیسی شماره 149825
ترجمه فارسی عنوان مقاله

مدل یکپارچه اطلاعات پیشرفته تجزیه و تحلیل داده ها: کاربرد در مراقبت های بهداشتی

عنوان انگلیسی
An integrated big data analytics-enabled transformation model: Application to health care
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
149825 2018 16 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Information & Management, Volume 55, Issue 1, January 2018, Pages 64-79

پیش نمایش مقاله
پیش نمایش مقاله  مدل یکپارچه اطلاعات پیشرفته تجزیه و تحلیل داده ها: کاربرد در مراقبت های بهداشتی

چکیده انگلیسی

A big data analytics-enabled transformation model based on practice-based view is developed, which reveals the causal relationships among big data analytics capabilities, IT-enabled transformation practices, benefit dimensions, and business values. This model was then tested in healthcare setting. By analyzing big data implementation cases, we sought to understand how big data analytics capabilities transform organizational practices, thereby generating potential benefits. In addition to conceptually defining four big data analytics capabilities, the model offers a strategic view of big data analytics. Three significant path-to-value chains were identified for healthcare organizations by applying the model, which provides practical insights for managers.