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Full-Text Articles in Management Information Systems
The Dynamics And Effects Of Supply Network Structure, Marat Davletshin
The Dynamics And Effects Of Supply Network Structure, Marat Davletshin
Graduate Theses and Dissertations
The rising interest in network theory among supply chain scholars reflects an emerging shift in perspective. To deliver global speed, efficiency, and responsiveness, modern firms’ supply chains are becoming increasingly complex. The patterns of interactions and interdependencies among hundreds of firms interconnected by these complex supply chains cannot be adequately explored from the dyadic perspective, which has dominated supply chain research for decades. Many supply chain scholars agree that the language of networks can provide a syntax and structure to describe and explore this complex reality. The actual application of network theory in supply chain research, however, has been limited. …
Data Science In Supply Chain Management: Data-Related Influences On Demand Planning, Yao Jin
Data Science In Supply Chain Management: Data-Related Influences On Demand Planning, Yao Jin
Graduate Theses and Dissertations
Data-driven decisions have become an important aspect of supply chain management. Demand planners are tasked with analyzing volumes of data that are being collected at a torrential pace from myriad sources in order to translate them into actionable business intelligence. In particular, demand volatilities and planning are vital for effective and efficient decisions. Yet, the accuracy of these metrics is dependent on the proper specification and parameterization of models and measurements. Thus, demand planners need to step away from a "black box" approach to supply chain data science. Utilizing paired weekly point-of-sale (POS) and order data collected at retail distribution …