Idiosyncratic Shocks to Firm Underlying Economics and Abnormal Accruals
研究发现企业因差异化战略面临异质性经济冲击,导致行业内应计生成过程不同,降低应计模型拟合度,并加剧异常应计估计的噪声和偏误,最后提出改进模型的方法。
ABSTRACT Economics challenge the specification of discretionary accrual models. Since rent-seeking firms pursue differentiated business strategies, firms in the same industry experience idiosyncratic shocks due to heterogeneous economic fundamentals and hence have different accrual-generating processes. We present evidence that idiosyncratic shocks are widespread, propagate through multiple years of financial statements, and reduce accrual models' goodness of fit. This not only affects abnormal accrual estimates for the firm experiencing shocks, but also affects measurement of abnormal accruals for other firms in the industry. We show that idiosyncratic shocks not only add noise to abnormal accruals, but can also exacerbate bias in both unsigned and signed abnormal accruals. We propose ways to reduce accrual model misspecification. JEL Classifications: G30; M41.