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How can you predict which brick-and-mortar retailers are worth investing in and which should be avoided? It's a tough group. They not only have formidable store-front rivals but face strong on-line competition as well. Yet, some brick-and-mortars have thrived: Home Depot (NYSE:HD) is up 47% while Walmart (NYSE:WMT), and Costco (NASDAQ:COST) have climbed over 12%, 17% and 20% respectively in a year. In contrast, two others - Sears (NASDAQ:SHLD) and J.C. Penney (NYSE:JCP) - have been miserable for shareholders.

I've used the metric "Days In Inventory" to successfully predict a retailer's future share price. In fact, I correctly forecast the fate of these five retailers' share prices a year later. Five out of five isn't bad. That's testament to the power of this metric.

To refresh: Days In Inventory measures the length of time it takes a company to move its goods.

Days In Inventory = Inventory/Cost of goods x 365 days

The thesis: In retail, it's the kiss of death to have inventory linger on the floors. The longer a company holds its inventory, the longer its cash is tied up. Worse, retailers are often forced to mark down their goods to unload excessive inventory. When you are competing against a strong on-line retailer like Amazon (NASDAQ:AMZN), high Days In Inventory is a recipe for disaster.

But really, does it work?

In the words of the late great Louis Rukeyser: "You betcha!"

Last year, I predicted that Sears and J.C. Penney would get slaughtered while Costco, Walmart, and Home Depot would thrive. Why? Because Sears and J.C. Penney had much higher Days of Inventory than Costco, Walmart and Home Depot.

Per that article:

Make no mistake: Sears and J.C. Penney act more like museums than retailers. They've become simply corridors to get to the rest of the mall. The tip off: The two can't unload their inventory. Goods move at a trickling pace and it's killing the bottom line.

Indeed, Sears and J.C. Penney have embarrassingly high Days of Inventory - red flags that should send investors running to the exits. Neither company has been able to improve its inventory management.

SHLD Days Inventory Outstanding Chart

The graph below contrasts how each of these 5 retailers have done since my article. My prediction using Days In Inventory to forecast share price proved spot-on. Since the article, Sears and J.C. Penney cratered 36% and 47% respectively while Home Depot, Walmart, and Costco performed well.

Uncannily accurate or just dumb luck? I'll let you be the judge. My suggestion: Days In Inventory should be assessed before purchasing any brick-and-mortar retailer.

SHLD Chart

Until Sears and J.C. Penney find a way to markedly improve their inventory management, avoid them. These two retailers have really become corridors to get to the rest of the mall.

Disclosure: I have no positions in any stocks mentioned, and no plans to initiate any positions within the next 72 hours. I wrote this article myself, and it expresses my own opinions. I am not receiving compensation for it (other than from Seeking Alpha). I have no business relationship with any company whose stock is mentioned in this article.

Additional disclosure: The opinions in this document are for informational and educational purposes only and should not be construed as a recommendation to buy or sell the stocks mentioned. Past performance of the companies discussed may not continue and the companies may not achieve the earnings growth as predicted. The information in this document is believed to be accurate, but under no circumstances should a person act upon the information contained within. We do not recommend that anyone act upon any investment information without first consulting an investment advisor as to the suitability of such investments for his specific situation.

Source: J.C. Penney And Sears: More Museum Than Store