3392 
2427机器人被誉为“制造业皇冠顶端的明珠”，面向数字经济治理的重要需求，企业应用人工智能技术能否对外部审计师决策产生溢出效应成为当下亟待解决的重要议题。文章以2011—2019年中国A股制造业上市公司为样本，基于技术—经济范式理论和审计定价理论，探究了企业层面工业机器人应用与审计收费的关系。研究发现：企业工业机器人应用显著降低了审计收费水平，主要通过减少审计资源投入和缓解审计风险感知对审计收费产生抑制作用，特别是在劳动密集型、技术密集型和审计师任期较短的企业中更显著，而且机器人应用对异常审计收费的治理效果强于正常审计收费。研究结论对政府完善机器人产业政策、企业推进高端化智能制造以及审计师优化定价决策具有重要的借鉴意义。
工业机器人应用对审计收费的溢出效应——来自制造业上市公司的证据
摘要
参考文献
24 Acemoglu D, Restrepo P. Robots and jobs: Evidence from US labor markets[J]. Journal of Political Economy,2020,128(6):2188–2244. DOI:10.1086/705716
25 Appelbaum D, Kogan A, Vasarhelyi M A. Big data and analytics in the modern audit engagement: Research needs[J]. AUDITING:A Journal of Practice & Theory,2017,36(4):1–27.
26 Beneish M D, Billings M B, Hodder L D. Internal control weaknesses and information uncertainty[J]. The Accounting Review,2008,83(3):665–703. DOI:10.2308/accr.2008.83.3.665
27 Bloom N, Garicano L, Sadun R, et al. The distinct effects of information technology and communication technology on firm organization[J]. Management Science,2014,60(12):2859–2885. DOI:10.1287/mnsc.2014.2013
28 DeFond M, Zhang J Y. A review of archival auditing research[J]. Journal of Accounting and Economics,2014,58(2–3):275–326. DOI:10.1016/j.jacceco.2014.09.002
29 Francoeur C, Li Y T, Singer Z, et al. Earnings forecasts of female CEOs: Quality and consequences[J]. Review of Accounting Studies,2023,28(3):1721–1764. DOI:10.1007/s11142-021-09669-7
30 Graetz G, Michaels G. Robots at work[J]. The Review of Economics and Statistics,2018,100(5):753–768. DOI:10.1162/rest_a_00754
31 Kim Y, Li H D, Li S Q. CEO equity incentives and audit fees[J]. Contemporary Accounting Research,2015,32(2):608–638. DOI:10.1111/1911-3846.12096
32 Koch M, Manuylov I, Smolka M. Robots and firms[J]. The Economic Journal,2021,131(638):2553–2584. DOI:10.1093/ej/ueab009
33 Lyon J D, Maher M W. The importance of business risk in setting audit fees: Evidence from cases of client misconduct[J]. Journal of Accounting Research,2005,43(1):133–151. DOI:10.1111/j.1475-679x.2005.00165.x
34 Perez C. Technological revolutions and techno-economic paradigms[J]. Cambridge Journal of Economics,2010,34(1):185–202. DOI:10.1093/cje/bep051
35 Simunic D A. The pricing of audit services: Theory and evidence[J]. Journal of Accounting Research,1980,18(1):161–190. DOI:10.2307/2490397
36 Simunic D A, Stein M T. The impact of litigation risk on audit pricing: A review of the economics and the evidence[J]. Auditing:A Journal of Practice & Theory,1996,15:119–134.
37 Venkataraman R, Weber J P, Willenborg M. Litigation risk, audit quality, and audit fees: Evidence from initial public offerings[J]. The Accounting Review,2008,83(5):1315–1345. DOI:10.2308/accr.2008.83.5.1315
38 Zhong R. Transparency and firm innovation[J]. Journal of Accounting and Economics,2018,66(1):67–93. DOI:10.1016/j.jacceco.2018.02.001
引用本文
杜亚光, 何瑛, 田马飞. 工业机器人应用对审计收费的溢出效应——来自制造业上市公司的证据[J]. 上海财经大学学报, 2023, 25(6): 104-118.
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