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The New Science of Retailing: How Analytics are Transforming the Supply Chain and Improving Performance
 
 
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The New Science of Retailing: How Analytics are Transforming the Supply Chain and Improving Performance [Hardcover]

Marshall Fisher (Author), Ananth Raman (Author)
5.0 out of 5 stars  See all reviews (4 customer reviews)

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Book Description

June 22, 2010
Retailers today are drowning in data but lacking in insight: They have huge volumes of information at their disposal. But they're unsure of how to sort through it and use it to make smart decisions. The result? They're struggling with profit-sapping supply chain problems including stock-outs, overstock, and discounting.

It doesn't have to be that way. In The New Science of Retailing, supply chain experts Marshall Fisher and Ananth Raman explain how to use analytics to better manage your inventory for faster turns, fewer discounted offerings, and fatter profit margins.

Featuring case studies of retailing exemplars from around the world, this practical new book shows you how to:


· Mine your sales data to identify "homerun" products you're missing

· Reinvent your forecasting and pricing strategies

· Build end-to-end agility into your supply chain

· Establish incentives that align your supply chain partners behind shared objectives

· Extract maximum value from technologies such as point-of-sale scanners and customer loyalty cards

Highly readable and compelling, The New Science of Retailing is your playbook for turning all that data into a wellspring for new profits and unprecedented efficiency.

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Editorial Reviews

About the Author

Marshall Fisher is the UPS Professor of Operations and Information Management at the Wharton School of the University of Pennsylvania and codirector of the Fishman-Davidson Center for Service and Operations Management. Ananth Raman is UPS Foundation Professor of Business Administration at the Harvard Business School and specializes in supply chain management. They cofounded 4R Systems, Inc., which provides analytic services and software to retail supply chains.

Excerpt. © Reprinted by permission. All rights reserved.




Chapter 1

Retail Valuation: How Investors Value Product Availability and Inventory Management

For years we have heard from managers responsible for operations and supply chain management that they could not get their CEOs and other senior executives excited about operational issues. A common explanation for the CEOs’ lack of interest in operations was because operational issues did not seem to get attention from investors. Frequently, managers have complained to us that investors in their firms do not pay attention to operational metrics like inventory turns. Moreover, they also complain that quarterly pressure to meet short-term earnings precludes their firms from investing in longer leadtime operational-improvement projects, such as improving store operations and customer service. Clearly, investors’ inability or unwillingness to reward operational improvement or investment in operational improvement could be a barrier to implementing rocket-science in retailing.
The good news for managers seeking to improve operational capabilities is that the situation is changing now. In our experience, Wall Street – led by a few fund managers and analysts – is becoming increasingly savvier about evaluating operational performance and capabilities. For example, as we argue in this chapter, we see inventory becoming increasingly important to retailer valuation, and we have interacted with some investors who watch retailers’ inventory very closely for early signs of good or bad news. Such attention from investors is likely to translate to attention from senior executives within the company as well and could be a blessing for operations managers who have craved such attention for a long time. On the other hand, some other operating managers and retailers might be unprepared for this attention from senior executives and investors.
This chapter examines the relationship between retailers’ stock-market valuation and inventory management capabilities. The chapter first explores how inventory affects a retailer’s economics (and therefore should affect the retailer stock price) before looking closely at the inventory turns metric. It then identifies how the metric needs to be modified to control for the impact of other operational variables that are correlated with turns. Finally, we provide evidence that valuation is in fact a function of inventory performance once these other variables are controlled for or some missing performance metrics are revealed.

Inventory Management and Valuation
How should a retailer’s inventory level and inventory management capabilities affect its stock market valuation? A look at a typical retailer’s financial statements highlights the importance of inventory to retailer financial performance. Inventory is a significant portion of most retailers’ assets, and the cost of financing and warehousing inventory can be substantial relative to a retailer’s profit. Moreover, inventory has associated markdown and obsolescence costs and the lack of inventory when consumers want to purchase the product can also be expensive. Include the added bankruptcy risk that additional inventory imposes upon the retailer, and it would lead us to conclude that savvy investors and financial analysts should have a good understanding of the relationship between inventory and stock market valuation and incorporate this understanding in valuing retail companies. However, the relationship between a firm’s inventory management performance and its stock market valuation is not well understood and according to some industry observers often ignored even by otherwise careful investors. “Wall Street does not get it [the relationship between a retailer’s stock market valuation and its inventory level],” David Berman, a hedge-fund manager specializing in retail stocks who looks at inventory turns very closely . Numerous retail executives have echoed the sentiment too; some have even bemoaned the fact that the lack of Wall Street attention implies insufficient senior management attention to this problem. This, we argue, is likely to change soon – inventory management is going to be a vital piece of retailer valuation in the near future.
Inventory levels – on a retailer’s balance sheet -- do not get the weight that one would expect them to get in retailer valuation because investors lack appropriate metrics to reward a firm for managing its inventory well. Retailers should carry an optimum amount of inventory and deviations from this optimum in either direction can be expensive; too little inventory results in additional stockouts and poor customer service while too much inventory leads to additional financing, storage and obsolescence costs. It is hard for an observer external to the firm (such as a financial analyst or an investor) to identify the optimum inventory level for a retailer, let alone to know if a given retailer is at their optimum level. The commonly used metric for evaluating the appropriate level of inventory at a firm – namely, inventory turns – varies widely across even “similar” firms and over time for a single firm. Moreover, the nature of the variation is not well-understood. Consequently –in the absence of knowing the appropriate level of inventory-- it is difficult for investors to evaluate and hence, reward good inventory management performance. Moreover, recent academic research also shows that to reward good inventory management, investors will have to control for the effects of other operational variables (such as gross margins, service levels, and proportion of inventory that is obsolete), some of which can be obtained from public financial statements and others that become apparent only periodically. When investors are able either to control for some of these operational variables, such as gross margin, and when some of these other variables become known (e.g., when a firm marks down inventory), we notice a clear correlation between stock market valuation and inventory levels.

How should Inventory Levels affect a Retailer’s Economics and its Valuation?
• Should a retailer’s stock market valuation be a function of its inventory level if investors are able to project future sales and inventory for the retailer perfectly?

To understand the impact of inventory levels on a retailer’s valuation, we can examine the relationship between inventory levels and a firm’s earnings and also how inventory levels can affect the firm’s expected future cash flows. We consider each of these in sequence.

Impact on Earnings: Even a casual glance at a typical retailer’s financial statements shows the importance of inventory productivity to a retailer’s earnings. Not only does inventory impose substantial costs, including obsolescence and markdown, retailers lose sales and gross margins when they do not have the appropriate inventory. Moreover, inventory increases the risk of bankruptcy at a retailer.

We can illustrate the cost of carrying inventory with a simple example. Just as an example, consider a retailer whose inventory (valued at cost) is around 11% of sales . Assuming (conservatively) that the cost of financing and warehousing this inventory amounts to even 10% per year, the inventory carrying cost amounts to 1.1% of sales, substantial even for well-run retailers like Gap and Staples, where profit before taxes are typically between 5 and 10% of sales. In addition to financing and warehousing, the inventory also incurs markdown and obsolescence costs. These costs have been growing relative to sales for most retailers; for US department stores for example, markdowns have risen from roughly 8% of sales in 1970 to roughly 25% of sales in the mid 1990s.
What is often forgotten --in being concerned with the costs of having too much inventory-- is that the costs of insufficient inventory or stockouts can often be much higher. Assume for example that 90% of the consumers looking for a particular product find it in stock while the others (i.e., those that do not find the product in stock), choose not to purchase anything or purchase the product they want at another retailer. By not having inventory of the product when the consumer wanted to purchase it, the retailer loses sales and gross margins (on the lost sales), which would have flowed directly to the bottom line. In our example, if the retailer operated with 50% gross margin (a reasonable estimate for retailers for many segments, including apparel and footwear), the lost gross margin (and also net margin) would be 5% of sales. In our experience working with retailers, the cost of stockouts typically exceeds the cost associated with markdowns and financing and storing inventory.
In addition to the impact on earnings shown above, retailers also face higher risk of bankruptcy when carrying additional inventory. Retailers face a high risk of bankruptcy; the problem arises because they need to build assets (stores and inventory) in anticipation of sales. When sales are smaller than expected, a retailer’s cash flow can become negative quite easily.

Impact on Future Cash Flows: Some professional investors believe that the relationship between a retailer’s inventory levels and future cash flow is “huge.” We illustrate this relationship with a simple numerical example (consisting of a sequence of scenarios) before explaining briefly the views of David Berman, the hedge-fund manager mentioned earlier. Throughout this numerical example, which consists of a sequence of numerical scenarios, we will make an unrealistic assumption that the investor can project the retailer’s future sales and inventory perfectly.
Scenario 1
Consider an investor seeking to value two apparel retailers, A and B, whose projected performance is summarized in the following table. Gross margins are expected to be 40% of sales at both retailers; SG&A (selling, general and administrative expenses) will be $180 Million per year. Sales at both firms in the...

Product Details

  • Hardcover: 272 pages
  • Publisher: Harvard Business Review Press (June 22, 2010)
  • Language: English
  • ISBN-10: 1422110575
  • ISBN-13: 978-1422110577
  • Product Dimensions: 9.3 x 6 x 1 inches
  • Shipping Weight: 1 pounds (View shipping rates and policies)
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (4 customer reviews)
  • Amazon Best Sellers Rank: #77,888 in Books (See Top 100 in Books)

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5 of 6 people found the following review helpful:
5.0 out of 5 stars Excellent - communicates analytics very well, July 12, 2010
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This review is from: The New Science of Retailing: How Analytics are Transforming the Supply Chain and Improving Performance (Hardcover)
This book describes how to apply modern analytical supply chain tools and concepts to retail management, with particular attention to pitfalls that hinder successful execution. Written for executives in retailing, the book has many quotes from successful retail executives and numerous examples of pitfalls.
For example, it demonstrates with a numerical example why it may be profitable to use airfreight for apparel - the resulting shorter lead time enables a retailer to cope better with demand uncertainty (forecast error).
The authors argue persuasively that appropriate metrics are critical for good supply chain performance. For example, one should use the sales-capture rate instead of the so-called "in-stock rate" (percentage of time an item has positive inventory) since inventory records are notoriously inaccurate; when the computer says there is one item in stock, often that unit isn't in the proper display space so no potential buyers can find it, and hence sales won't occur.
The book is quite well written and understandable and enjoyable to read.
Full disclosure: this reviewer knows both authors personally and holds them in high regard.
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1 of 1 people found the following review helpful:
5.0 out of 5 stars outstanding book for Retail Execs and Practitioners, February 17, 2011
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This review is from: The New Science of Retailing: How Analytics are Transforming the Supply Chain and Improving Performance (Hardcover)
Very well written. Authors address a range of topics related to Retail supply chain planning and store execution with the goal of increased sales while optimally managing inventories and costs. The sections on Assortment Planning, Supply Chain Flexibility, and Store Execution are truly outstanding. Authors blended in several real life examples and case studies to make this book a very interesting read. For retailers challenged with ever growing complexity in SKU assortments, informed consumers, and increasingly volatile economic environment, this book offers practical advise on how to deal with this complexity and variability. For Retail Supply Chain consultants this book contains several emerging trends as well as proven best practices.
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2 of 3 people found the following review helpful:
5.0 out of 5 stars If only I had this book when I was starting in my career., July 13, 2010
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A. Bautista "MClass" (Rotterdam, the Netherlands) - See all my reviews
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This review is from: The New Science of Retailing: How Analytics are Transforming the Supply Chain and Improving Performance (Hardcover)
This book is long overdue. Considering how much travel distance and manufacturing integration is embedded in each SKU, there has been remarkably very little work on identifying proper best practise in retail supply chain operations. This book is recommended for professional retailers as well as for customer-facing managers in the consumer good industry.
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