دانلود مقاله ISI انگلیسی شماره 43204
عنوان فارسی مقاله

تاثیر تجزیه و تحلیل پیشرفته و دقت داده ها بر روی عملکرد عملیاتی: دیدگاه تئوری مبتنی بر منابع مشروط (RBT)

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
43204 2014 8 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
The impact of advanced analytics and data accuracy on operational performance: A contingent resource based theory (RBT) perspective
منبع

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

Journal : Decision Support Systems, Volume 59, March 2014, Pages 119–126

کلمات کلیدی
تجزیه و تحلیل زنجیره تامین - دقت و صحت داده - طرح های SCM - اثر تعدیلی - GMRG
پیش نمایش مقاله
پیش نمایش مقاله تاثیر تجزیه و تحلیل پیشرفته و دقت داده ها بر روی عملکرد عملیاتی: دیدگاه تئوری مبتنی بر منابع مشروط (RBT)

چکیده انگلیسی

This study is interested in the impact of two specific business analytic (BA) resources—accurate manufacturing data and advanced analytics—on a firms' operational performance. The use of advanced analytics, such as mathematical optimization techniques, and the importance of manufacturing data accuracy have long been recognized as potential organizational resources or assets for improving the quality of manufacturing planning and control and of a firms' overall operational performance. This research adopted a contingent resource based theory (RBT), suggesting the moderating and mediating role of fact-based SCM initiatives as complementary resources. This research proposition was tested using Global Manufacturing Research Group (GMRG) survey data and was analyzed using partial least squares/structured equation modeling. The research findings shed light on the critical role of fact-based SCM initiatives as complementary resources, which moderate the impact of data accuracy on manufacturing planning quality and mediate the impact of advanced analytics on operational performance. The implication is that the impact of business analytics for manufacturing is contingent on contexts, specifically, the use of fact-based SCM initiatives such as TQM, JIT, and statistical process control. Moreover, in order for manufacturers to take advantage of the use of data and analytics for better operational performance, complementary resources such as fact-based SCM initiatives must be combined with BA initiatives focusing on data quality and advanced analytics.

خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.