业务
审计
选择(遗传算法)
选择偏差
会计
精算学
统计
计算机科学
数学
人工智能
出处
期刊:Social Science Research Network
[Social Science Electronic Publishing]
日期:2018-01-01
摘要
This study examines selection bias in audit firm tenure research. We first illustrate conceptually how selection bias can lead researchers to spuriously estimate a causal effect of audit firm tenure on audit quality when none exists. We then empirically demonstrate the existence of self-selection: longer versus shorter duration client-auditor pairs differ systematically in a variety of ways and these differences exist at the outset of relationships. After including client-audit firm relationship fixed effects to control for selection bias, our longitudinal analysis shows no evidence that audit quality changes with tenure over time within client-audit firm relationships. Overall, the combined evidence suggests that the previously documented association between audit firm tenure and audit quality is largely driven by cross-sectional, rather than longitudinal, variation, which is more consistent with a “selection” outcome rather than a “treatment” effect.
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