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Understanding earnings quality - MIT Sloan School of Management

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capital accruals as a proxy. Perry and Williams (1994), however, estimate discretionary accruals<br />

using the Jones model and find lower discretionary accruals prior to the buyout relative to an<br />

industry and size matched control sample for 175 MBOs from 1981-1988. Results using outcome-<br />

based measures <strong>of</strong> <strong>earnings</strong> management such as AAERs and restatements also suggest that capital<br />

raising activities are associated with <strong>earnings</strong> management (Dechow, <strong>Sloan</strong> and Sweeney, 1996;<br />

Efendi, Srivastava, and Swanson, 2007).<br />

Two studies infer capital market incentives for accounting choices. Bowen, Davis, and<br />

Rajgopal (2002) find that internet firms with greater cash burn rates, which they use as a proxy for<br />

external financing needs, are more likely to report advertising barter arrangements on the gross<br />

basis on the income statement, which is preferable for managers who believe they are being<br />

evaluated based on revenues. Lang, Raedy, and Yetman (2003) infer capital market incentives from<br />

cross-listing status and document differences in multiple proxies for EQ across cross-listed firms and<br />

a matched sample <strong>of</strong> firms from the same country. 63 Cross-listed firms appear to engage in less<br />

<strong>earnings</strong> management (measured by <strong>earnings</strong> smoothing, accruals, and frequency <strong>of</strong> small positive<br />

<strong>earnings</strong>), report more conservative <strong>earnings</strong> (measured by timeliness <strong>of</strong> loss recognition), and have<br />

higher ERCs. The differences are caused by both changes around cross-listing and differences in<br />

accounting <strong>quality</strong> before listing. Ndubizu (2007) similarly finds that foreign firms appear to boost<br />

accruals at the time <strong>of</strong> cross-listing their stock in the U.S., however, he finds no differences between<br />

firms that raise capital at the time <strong>of</strong> cross-listing and a control group <strong>of</strong> cross-listing firms that do<br />

not. Finally, Dietrich, Harris, and Muller (2000) find that firms make accounting method choices<br />

regarding fair value estimates <strong>of</strong> investment properties to boost <strong>earnings</strong> and time asset sales to help<br />

smooth <strong>earnings</strong> before raising debt.<br />

63 The <strong>quality</strong> metrics are measured for both samples based on accounting data reported in local markets using locally<br />

generally accepted accounting principles (GAAP).<br />

110

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