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Erschienen in: Review of Accounting Studies 4/2010

01.12.2010

The use of advertising activities to meet earnings benchmarks: evidence from monthly data

verfasst von: Daniel Cohen, Raj Mashruwala, Tzachi Zach

Erschienen in: Review of Accounting Studies | Ausgabe 4/2010

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Abstract

Using a unique database of monthly media advertising spending, we examine whether managers engage in real earnings management to meet quarterly financial reporting benchmarks. We extend prior literature by (1) separately analyzing advertising activities, allowing us to explore the possibility that managers could reduce or boost advertising to meet benchmarks; (2) analyzing actual activities as opposed to inferring them from reported expenses, which are also subject to accrual choices; (3) investigating the timing, within a quarter, of altered advertising spending; and (4) examining quarterly earnings benchmarks. We find that managers, on average, reduce advertising spending to avoid losses and earnings decreases. However, we also report that firms in the late stages of their life cycle increase advertising to meet earnings benchmarks. Finally, we find some evidence that firms increase advertising in the third month of a fiscal quarter and in the fourth quarter to beat prior year’s earnings.

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Fußnoten
1
Chapman (2008) examines the pricing behavior of soup manufacturers utilizing a unique data set of supermarket price data. He finds some evidence of meeting earnings benchmarks through the provision of price promotions during the final month of the quarter.
 
2
In the event that the altering of advertising activities does not get reflected in the financial statements in the current period, then one does not expect to find a relation between these advertising activities and financial reporting objectives. This correlation is expected to arise when managers alter their activities and anticipate that their actions would have a direct impact on reported expenses and financial results.
 
3
The feasibility of altering advertising expenditures is also related to the organizational structure of the firm, the incentives provided to the marketing staff and the degree of control over the staff by the CEO.
 
4
This is consistent with the definitions and interpretations of real earnings management in the accounting literature, as advanced recently by Graham et al. (2005) and Roychowdhury (2006).
 
6
“Blockbuster began offering free in-store rentals to subscribers of online rival Netflix Inc. on Tuesday as it tries to take market share from Netflix and reach its year-end subscriber goal. Netflix subscribers can get one free rental at Blockbuster stores for each address label they bring in from their Netflix mailing envelopes. The offer to Netflix subscribers, which runs until December 21, comes after Blockbuster began allowing subscribers to its own online rental service to swap DVDs they received in the mail at Blockbuster stores. The program, called Total Access, highlights the main difference between the two competitive services: Blockbuster has stores where consumers can immediately satisfy a desire for a particular movie. Blockbuster forecasted that it will add about 500,000 subscribers in the current quarter, to reach its year-end goal of 2 million total subscribers.” (Financial Wire, December 6, 2006).
 
7
See Assmus et al. (1984) and Bagwell (2007) for a review of this literature.
 
8
Ideally we would like to empirically capture the life cycle of the product. However, we are limited by the fact that sample firms have multiple products, possibly in different life cycles. We assume that there is a positive correlation between a firm’s life cycle and its products’ average life cycle.
 
9
Zang (2006) argues that there is a pecking order in the tradeoff between earnings management through real activities versus through accrual decisions. Specifically, managers exhaust the options for real earnings management before resorting to earnings management through accruals. In contrast, in our analysis we study the timing of real activities, which may occur before any accrual decisions are made.
 
10
Since we use quarterly data we divide the top of the range defined in Roychowdhury (2006) of 0.005 by a scale of 4.
 
11
See Appendix 2 for a detailed description of each media channel.
 
12
We begin the sample construction with an initial screen in Compustat because the search of our proprietary database requires a manual input of firms and does not allow a restricted search based on the advertising number that is included in the database. As a result, we have to prepare a list of firms from an external source (Compustat) that will form our initial sample. A check of the data indicates that, by employing this cutoff, we include in our initial sample more than 95% of firms with non missing annual advertising expenses in Compustat.
 
13
While this approach tries to minimize the measurement error in our dependent variable, it is certainly not free from such error. However, since this measurement error appears in our dependent variable, its only effect would be manifested in a lower R 2. Clearly, this is not likely to bias the inferences we draw based on the reported results.
 
14
Since we capture only media-related advertising, and not all advertising activities, our results are also consistent with a shift from media spending to other advertising activities. However, we believe that such an interpretation is still consistent with real earnings management, under our maintained assumption that the “mix” of advertising activities was initially optimal.
 
15
The results on the MBE variable are stronger when all observations are included in the analysis. The weaker results for MBE are consistent with the notion that managing real activities towards a moving benchmark, such as analysts’ forecasts, is inherently more difficult.
 
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Metadaten
Titel
The use of advertising activities to meet earnings benchmarks: evidence from monthly data
verfasst von
Daniel Cohen
Raj Mashruwala
Tzachi Zach
Publikationsdatum
01.12.2010
Verlag
Springer US
Erschienen in
Review of Accounting Studies / Ausgabe 4/2010
Print ISSN: 1380-6653
Elektronische ISSN: 1573-7136
DOI
https://doi.org/10.1007/s11142-009-9105-8

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