We examine the classical productional planning model, where a capacity decision that has to be made at the beginning of the planning horizon is the primary means to protect against demand uncertainty. We provide a critique on the model focusing on its profit maximizing objective, its underlying assumptions on demand and related forecasting scheme, and its overall business relevance (or the lack thereof); and we do so in the context of data, risk and analytics. Specifically, we will consider minimizing a shortfall risk relative to a profit target, with a demand model that captures impacts from the financial market and can be learned from data sets that are application specific. With a jointly optimized production and hedging strategy, we show the new model outperforms traditional approaches in risk mitigation as well as in expected profit.
Emerging Technology & Advances in Supply Chain Finance & Risk Management reflects the state-of-the-art in research thought leadership in supply chain finance and risk management, and it contains great expository pieces on how advanced technologies are shaping supply chains and risk management within them. You will also find ideas on how supply chain finance and risk management can be best taught in our classrooms.
The volume is divided into three parts, each part reflecting a major active research area of the field including: Part 1: Supply Chain Finance; Part 2: Financial Hedging and Commodity Risks; Part 3: Operational Strategies and Risk Management.
Part 1 deals with the broad area of supply chain finance and programs that will better allow for working capital management within supply chains. Part 2 introduces concepts of hedging financial and operational risks due to uncertain commodity prices, fluctuating exchange rates, and volatile interest rates. Emphasis is placed on understanding how financial hedges can be used for hedging relevant supply chain risks in a way that reflects modern view of financial risk management. Part 3 examines topics and solution approaches reflecting the more traditional treatments in the contemporary literature of operational and supply chain risks. This volume provides rich implications for future research directions in efforts to master the new complexities and uncertainties of the global business environment and better understand the impact of advanced technologies in global supply chains.
Foundations and Trends® in Technology, Information and Operations Management, Volume 12, Issue 2-3 Special Issue: Emerging Technology & Advances in Supply Chain Finance & Risk Management
See the other articles that are also part of this special issue.