5 Discussion and conclusions
In this paper, we explore the association between auditor characteristics and the likelihood of bankruptcy. We supplement Ohlson’s (1980) bankruptcy prediction model with auditor fees, size, tenure and industry specialization. Our analyses provide evidence that auditor characteristics are predictive signals of fnancial default. Our fndings also suggest that auditor attributes can be applied to increase the predictive ability of default prediction models, which are used in academic research and in practice.
Our paper contributes in several ways to audit-related literature. Prior research about auditing and fnancial distress only focused on qualifed going concern opinions. We show that, in the years preceding a default, several auditor characteristics are associated with bankruptcy. Our fndings suggest that frms, which are audited by large auditors, are less likely to default. Big-X auditors are probably more likely to select solvent client frms who are able to pay for their services in the long term. Large auditors are also better equipped with knowledge and competences to deliver quality audits (Bratten et al. 2013). External investors and lenders perceive frms, which are audited by large auditors, as having more credible earnings and as being less risky. For this reason, such frms beneft from lower borrowing costs and also from investors who expect lower returns. They are also less likely to commit a default (Khurana and Raman 2004; Gul et al. 2013).