How Research in Production and Operations Management May Evolve in the Era of Big Data

Forthcoming in Production and Operations Management

29 Pages Posted: 20 Dec 2017

See all articles by Qi Feng

Qi Feng

Mitchell E. Daniels, Jr School of Business, Purdue University

J. George Shanthikumar

Purdue University - Krannert School of Management

Date Written: December 16, 2017

Abstract

We are living in an era in which data is generated in huge volume with high velocity and variety. Big Data and technology are reshaping our life and business. Our research inevitably needs to catch up with these changes. In this short essay, we focus on two aspects of supply chain management, namely, demand management and manufacturing. We feel that, while rapidly growing research on these two areas is contributed by scholars in computer science and engineering, the developments made by production and operations management society have been insufficient. We believe that our field has the expertise and talent to push for advancements in the theory and practice of demand management and manufacturing (of course, among many other areas) along unique dimensions. We summarize some relevant concepts emerged with Big Data and present several prototype models to demonstrate how these concepts can lead to rethinking of our research. Our intention is to generate interests and guide directions for new research in production and operations management in the era of Big Data.

Keywords: Big Data; Demand learning and planning; Manufacturing; Individualization; Mass customization

Suggested Citation

Feng, Qi and Shanthikumar, J. George, How Research in Production and Operations Management May Evolve in the Era of Big Data (December 16, 2017). Forthcoming in Production and Operations Management, Available at SSRN: https://ssrn.com/abstract=3089257 or http://dx.doi.org/10.2139/ssrn.3089257

Qi Feng (Contact Author)

Mitchell E. Daniels, Jr School of Business, Purdue University ( email )

403 Mitch Daniels Blvd.
West Lafayette, IN 47907
United States

J. George Shanthikumar

Purdue University - Krannert School of Management ( email )

1310 Krannert Building
West Lafayette, IN 47907-1310
United States

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