Supply Chain Metrics that Matter

Supply Chain Metrics that Matter
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A high-level, informal look at the different stages of the predictive analytics cycle Understanding the Predictive Analytics Lifecycle covers each phase of the development of a predictive analytics initiative. Through the use of illuminating case studies across a range of industries that include banking, megaresorts, mobile operators, healthcare, manufacturing, and retail, the book successfully illustrates each phase of the predictive analytics cycle to create a playbook for future projects. Predictive business analytics involves a wide variety of inputs that include individuals' skills, technologies, tools, and processes. To create a successful analytics program or project to gain forward-looking insight into making business decisions and actions, all of these factors must properly align. The book focuses on developing new insights and understanding business performance based on extensive use of data, statistical and quantitative analysis, explanatory and predictive modeling, and fact-based management as input for human decisions. The book includes: An overview of all relevant phases: design, prepare, explore, model, communicate, and measure Coverage of the stages of the predictive analytics cycle across different industries and countries A chapter dedicated to each of the phases of the development of a predictive initiative A comprehensive overview of the entire analytic process lifecycle If you're an executive looking to understand the predictive analytics lifecycle, this is a must-read resource and reference guide.

Оглавление

Cecere Lora M.. Supply Chain Metrics that Matter

Foreword

Preface

Acknowledgments

Chapter 1. Starting the Journey

Meet Joe

Setting Metrics Targets

The Journey

Agility

Evolution

Conclusion

Chapter 2. Managing Metrics on the Effective Frontier

The Connection of Metrics to the Business Strategy

Managing Metrics as a Complex System

Using the Metrics Maturity Model to Drive Change

Aligning on Asset Strategies

Managing Change

Conclusion

Chapter 3. Using Value Network Strategies to Move to the Next Level on the Frontier

Managing What You Can't Control

Building the Guiding Coalition

Educating the Organization to Take the First Step

Conclusion

Chapter 4. A Strategy Session on Managing Value Networks

Addressing Organizational Tensions

The Strategy Day

The Journey: Becoming Market-Driven

Risk Management: A Catalyst for Driving Balance and Resiliency?

Can Corporate Social Responsibility Be an Impetus to Drive Alignment and Build Market-Driven Value Networks?

Sales and Operations Planning to Drive Balance and Resiliency

Moving to the Next Level of the Effective Frontier

Conclusion

Chapter 5. What Drives Value in the Value Network? Industry Progress in Consumer Value Chains

The Questions

Leveling the Playing Field

The Supply Chain Index

The Consumer Value Chain Journey

Wrapping Up the Strategy Workshop

Conclusion

Chapter 6. What Drives Value in the Value Network? Industry Progress in the Health-Care Value Chain

What Is Value?

Who Is the Customer?

Where Are We Headed?

The Health-Care Value Chain

Hospitals

Pharmaceutical Industry

Medical Device Manufacturers

Conclusion

Chapter 7. What Drives Value in the Value Network? Industry Progress in the Industrial Value Chain

Understanding the Industrial Value Network

High-Tech and Electronics

Semiconductor Industry

Conclusion

Chapter 8. What Drives Value in the Value Network? Industry Progress in the Automotive Value Chain

Automotive Progress on the Index

Review of the Automotive Industry

Moving Forward with Project Orbit

Chapter 9. The Smoke Clears

Reflections

Joe's Story

Reflections

Appendix

The Methodology

Understanding the Financial Chain Ratios

Index Methodology

About the Author

WILEY END USER LICENSE AGREEMENT

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Supply Chain Metrics That Matter

LORA M. CECERE

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There really is a way forward from the morass of supply chain management. Entrenched behaviors are not modified easily. We have unwittingly been chasing either the wrong metrics or the right ones in the wrong combination. But Lora very convincingly shows us that one of Murphy's corollaries is not universally valid: the light at the end of the tunnel need not be the headlight of an oncoming train. Rather, we see in the distance the prizes of substantially improved performance and competitive position. Lora shows us the way to get there via one of the most creative approaches that I have had the pleasure of reviewing in a long time. That is indeed a substantive contribution.

Joe's mind was cranking on overdrive as he responded, “We have been reducing inventory over the past couple of years, but have had a tough time sustaining it.” He then shook his head side to side as he said, “I know that this is a significant cut; however, when I set a stretch goal, I have such a good team that they are able to deliver. I believe in them, and they make things happen. But, to answer your question directly, no, we have not tested to see if this goal is feasible. My thought is that by setting a stretch goal, then the team can achieve it.”

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