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Understanding earnings quality - MIT Sloan School of Management

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Xie (2001) uses the Jones model (discussed later in this section) to decompose accruals into a<br />

normal and abnormal component. The abnormal component is likely to contain more measurement<br />

error and managerial discretion. He finds the persistence parameters on cash flows, normal accruals,<br />

and discretionary accruals are 0.73, 0.7, and 0.57. This result indicates that discretionary accruals<br />

are less persistent than either normal accruals or cash flows, consistent with reliability and<br />

measurement issue concerns. Richardson et al. (2005) develop a model <strong>of</strong> reliability and argue that<br />

operating assets and liabilities are less reliably measured than financial assets and liabilities.<br />

Consistent with their predictions, they find that working capital (operating) accruals have the lowest<br />

reliability, accruals related to financial assets and liability have the highest, and long-term operating<br />

accruals are in the middle. Broadly speaking, they find a positive relation between their ex ante<br />

reliability rankings and return on assets.<br />

Internal control violations under the Sarbanes Oxley act are suggestive <strong>of</strong> measurement error<br />

and problems with the accounting system. Doyle, Ge, and McVay (2007a) find that firms that<br />

disclose they have at least one material weakness during the 2002-2005 period, have less persistent<br />

<strong>earnings</strong>. Finally, Wang (2006) finds a positive association between founding family ownership and<br />

proxies for accrual <strong>quality</strong> and <strong>earnings</strong> persistence.<br />

3.1.1.4 Consequences <strong>of</strong> persistence<br />

The vast majority <strong>of</strong> papers on consequences <strong>of</strong> persistence examine equity market<br />

consequences. A few papers discuss consequences that we refer to collectively as other-than-equity-<br />

market consequences.<br />

Equity market consequences: Researchers hypothesize two distinct equity market consequences <strong>of</strong><br />

persistence. The first prediction is that more persistent <strong>earnings</strong> will yield a higher equity market<br />

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