Posted
Dec 2008
Discounted Diapers and Stockpiles of Soup
Managing earnings through marketing
Based on the research of Craig J. Chapman And Thomas J. Steenburgh
What did Enron, WorldCom, and Tyco all have in common? Accounting abuses on a grand scale and massive financial deception from the very highest levels of management. As investors lost billions of dollars, the earnings management game with its fuzzy math and earnings magic came under fire, and stronger, sweeping legislation was enacted to reform American business practices.
While much has been made of the opportunistic exercise of accounting discretion, a second type of earnings management strategy has gone largely ignored: the opportunistic structuring of real transactions. New research by Craig Chapman of the Kellogg School’s accounting and information management department examines the ways in which managers use retail-level marketing actions to influence the timing of consumer purchases in relation to their firms’ fiscal calendars and financial performance.
In a new paper entitled An Investigation of Earnings Management through Marketing Actions, Chapman and his colleague, Thomas Steenburgh (Harvard Business School), report evidence that soup makers use tactics such as price discounts to improve earnings at the end of a reporting period. The authors underscore that the companies do so despite the fact that “the resulting gains come at the expense of long-term profits and may not be in the strategic interest of the firm.”
Patterns of Price Discounting
Chapman came across the phenomenon while buying supplies for his infant son. “I began to notice a regular pattern of price discounting on diapers and baby formula,” he recalls. “I found myself stockpiling product and making purchases only when items were offered at special prices. At the same time, Chrysler, Ford, and General Motors were all reporting significant sales growth associated with offers of employee discounts for all. In each case, it appeared that price reductions close to the end of the fiscal period were boosting sales in the current period that might adversely affect sales levels in the future.”
Chapman did more than take personal advantage of the discounts. He decided to explore how companies might use such marketing as an earnings management strategy. He and Steenburgh chose to focus on soup because, they report, it “is easily stockpiled and is purchased in greater quantities when it is offered at a discount.” In addition, Chapman notes, “there are multiple manufacturers with cross-sectional variation in their fiscal calendars, allowing us to control for seasonality effects.”
While steep discounts often cost the company, the practices offer savings opportunities for consumers and red flags for investors.Alternative products had built-in disadvantages. “I believe the same thing happens with cars, but you get rid of your car. And if you filled your fridge with beer, you’d probably drink more; I’m not sure that’s the case with soup,” he continues. “You need something that shows changes in demand. I chose an item with as few variables as possible.”
For their data, the researchers relied on information on the buying patterns of households in Sioux Falls, South Dakota, and Springfield, Missouri, between 1985 and 1988 gathered by the ERIM marketing testing service. Based on that data, they then collected information on soup makers’ promotions and financial performances, in some cases from the companies themselves.
Tactical Timing of Market Promotions
In contrast to prior literature suggesting that firms reduce marketing expenditures in order to boost reported earnings, Chapman and Steenburgh found that soup manufacturers roughly double the frequency of all marketing promotions (price discounts, feature advertisements, and aisle displays) at the fiscal year-end, and that the firms engage in similar behavior following periods of poor financial performance. The authors observed that firms generally offer deeper and more frequent discounts to manage earnings upwards during these periods.
Chapman and Steenburgh point out that the use of such marketing practices effectively enables firms to artificially inflate their reported revenues, but since the extra products have been sent to end consumers, the firms escape scrutiny from the United States Securities and Exchange Commission.
“We estimate that soup manufacturers use price reduction to legally boost sales revenue and quarterly earnings by almost 20 percent,” they report. “Nevertheless, there is a price to pay, as we estimate that quarterly EPS [earnings per share] falls by 23.5 percent in the subsequent reporting period, resulting in a net loss of 3.5 percent of the quarterly EPS to the manufacturer.”
Chapman sums up the situation when he observes, “They’re promoting a product and selling it at a lower price today that they might have sold at a higher price tomorrow. The process involves extra costs.”
When the study was completed, Chapman found plenty of anecdotal evidence to support its results. “You mean the ‘can can’ effect,” the executive of a New England trucking company told him, explaining that supermarket chains complained that his trucks were not strong enough because they were overloaded at the end of every quarter.
Chapman suggests that the effect applies to a host of durable products that are easily stored and have a high contribution margin along with sufficiently high price elasticity.
“The more I’ve presented the paper, the more it’s clear that everybody—from software companies to cars to contractors—is doing this to make their financial targets,” Chapman says. “It’s a basic tool of business.”
Brand Managers Overruled
The study also revealed that decisions to use marketing as a tool of earnings management are made at high levels in the executive suite. “We observe that firms switch their promotional slots from smaller revenue brands to larger brands in periods when we predict them to have incentives to manage earnings upwards,” Chapman and Steenburgh report. “Since it is highly unlikely that a brand manager would voluntarily give up promotional support, this change is consistent with the actions being directed by parties higher in the organization than brand managers.” Chapman’s conversations with brand managers have confirmed that fact. “They complain about how their head offices keep interfering with their planning process with short-term plans,” he says.
The results of this study have far-reaching implications. They will not only benefit practitioners negotiating with suppliers and those responsible for setting price and promotion strategy in response to competitor actions, but also those who design incentive-based compensation and regulators who are monitoring reporting of fiscal period-ending promotion.
While earnings management strategies involving steep discounts often cost their users, the practices offer savings opportunities for consumers and red flags for investors. “[Consumers] can save significant amounts of money by timing their purchases,” Chapman advises. “Investors, meanwhile, should be aware that, when they see firms reporting increases in their top line revenues and decreased margins, they should watch carefully for subsequent deterioration in performance.”
Interview with Professor Craig Chapman
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7 Comments
Dec 9 2008
At Stanley works we would do a dog and pony show for the analyst about promotions that were supposed to have a major impact on sales in hopes of positive reception from the analysts…...
Dec 9 2008
And all this time I thought end of year soup discounts were to capitalize in increased demand during the winter months. Who knew?!
Dec 9 2008
The process of year-end or quarterly “loading” is well established and documented in the consumer packaged goods industry—the most well-known case being the tobacco industry. Whether it is loading the consumer pantry or loading the retailer warehouses is a key differentiator however. Many manufacturers are content to simply get the product transferred to the trade. At least the soup companies (and many others) at least make the effort to help retailers move the product on to consumers—where incremental consumption does often take place.
Dec 9 2008
As a Kellogg grad (KGSM ‘82) and a former brand manager I’m a little surprised at the apparent naivete of the writers. This practice has been going on for decades. The grocery trade and consumer goods marketers are both very aware of how to measure their actual ROI when they co-conspire to inventory-load consumers, and other important considerations (what will competitors do and how will their standing with retailers be affected by their actions and performance) aren’t even mentioned as factors. As a result this research comes across as attempting to over-simplify a complex business dynamic.
I would love to hear Prof Stern’s thoughts!
Dec 9 2008
As year end approaches, fixed costs have been carried by units sold. This is an excellent opportunity to increase production in the last quarter because those incremental products must only carry recurrning costs. If one assumes fixed costs are a significant percentage of total costs, one can produce incremental products and sell them at a substantial discount, and still have the same or greater % earnings on those incremental units. A manufacturer can use this strategy to attract customers from competitive brands at little or no cost and boost his EOY revenues at the same time, which is a good thing (until everyone does it, and then the consumer benefits). He can also build into his next year plan a projected dip in sales while customers consume the excess purchased inventory. It’s not unethical or legal. It is simply good business in response to the need for artificial accounting periods (quarters and years) which heavily influence stock prices. Of course, next year is a different matter, but entering the year with increased market share from a low or no cost promotion program is usually seen as a good thing even if there is a temporary business wide slump in sales. Most industries have hot and cold months or quarters at the same time each year. One way to stop this would be to consider time as linear rather than breaking it into discrete intervals for measurment purposes, but that would have even more dire consequences.
Dec 9 2008
I’ve got to question relevance of a study done on 20 year old data in a few small markets ... of course none of this goes on today with Wal-Mart.
Dec 11 2008
As one of the authors of the original research paper, I should like to thank each of you for your additional comments. If any of you have additional comments or would like to discuss your opinions on the research directly, please do not hesitate to post them here or contact me directly at c-chapman@kellogg.northwestern.edu
In response to John’s comment, I am pleased to confirm that more recent data confirms that the behaviors continue to be widespread. At the time that I started this work, it was difficult to persuade large retailers to share recent data on the topic. Fortunately, this has become less of a problem as the research has progressed.
In response to Greg’s comment, I considered the question of competitive response as a separate chapter of my doctoral dissertation (available upon request). Combining two years of new supermarket scanner data for a commodity consumer product with firm-level financial data, I find evidence consistent with the hypothesis of price discounting around the fiscal quarter-end. Firms that just beat prior year quarterly Earnings per Share or Analyst Consensus Earnings Forecasts reduce prices in the final month of the fiscal quarter to do so even when controlling for the effects of a competing hypothesis that firms adjust prices when inventory levels are unusually high.
Also examined are the effects of earnings management related price reductions on subsequent reporting periods and on competitor pricing behavior. I find that price reductions associated with a single earnings management target are persistent over multiple reporting periods and that competitors also reduce prices when a firm has greater incentives to accelerate earnings.
In response to Dave’s comment, this is a good point and is referred to as ‘overproduction’ in the academic literature. It doesn’t matter whether the products are sold this period or not to positively affect earnings since the surplus production can be booked as inventory if unsold (with part of the fixed cost allocation included). The challenge comes when seeking to maintain a particular price point in subsequent periods.