在审计实践中实施人工智能的挑战与机遇:尼日利亚会计师事务所案例研究

Oluyinka Oluwagbade, Olayinka Dominion Boluwaji, Oyebanji Abiola Azeez, Lakori Micah Njengo
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引用次数: 0

摘要

在技术进步的推动下,全球商业领域不断发展变化,人工智能(AI)正成为重新定义传统方法的核心力量。本研究旨在确定和剖析尼日利亚会计师事务所在将人工智能纳入其审计流程时所遇到的挑战,并阐明在审计领域利用人工智能能力所带来的机遇。本研究采用了调查研究设计。研究采用了一份结构合理的调查问卷,从熟悉其位于尼日利亚经济商业中心拉各斯的会计师事务所内人工智能使用情况的法定审计师那里收集数据。研究涵盖了尼日利亚拉各斯州所有 35 家注册会计师事务所,采用普查抽样技术确定样本量,占总人口的 100%。考虑到人口的相对规模,从每家会计师事务所选出五名受访者,共计 175 名受访者。研究共收到 153 份答复,占样本量的 87%。对收集到的数据进行了描述性和推论性统计分析。研究结果表明,人工智能(包括机器学习、自然语言处理和专家系统)在确定挑战和突出机遇方面做出了重大贡献。研究结果强调了人工智能在应对挑战方面的积极作用,并揭示了尼日利亚会计师事务所在审计实践方面的潜在进步。研究得出结论,人工智能,尤其是机器学习,有望为尼日利亚会计师事务所应对挑战并促进审计实践的进步。鉴于机器学习的重大积极影响,尼日利亚的会计师事务所应考虑优先将机器学习技术整合到其审计实践中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Challenges and Opportunities of Implementing Artificial Intelligence in Auditing Practices: A Case Study of Nigerian Accounting Firms
The ever-evolving nature of the worldwide business arena is undergoing a significant change propelled by technological progress, where artificial intelligence (AI) is emerging as a central force redefining conventional methodologies. This research intends to identify and dissect the challenges encountered by Nigerian accounting firms in incorporating AI into their auditing processes, and to illuminate the opportunities that arise from leveraging AI capabilities in the auditing domain. This research utilized a survey research design. A well-structured questionnaire was employed to gather data from statutory auditors familiar with the use of artificial intelligence within their accounting firms situated in Lagos, the commercial hub of the Nigerian economy. The study encompassed all 35 registered accounting firms in Lagos State, Nigeria, employing a census sampling technique to determine the sample size, representing 100% of the population. Given the relative size of the population, five respondents were chosen from each accounting firm, totaling 175 respondents. The study received 153 responses, constituting 87% of the sample size. Descriptive and inferential statistics were applied to analyze the collected data. The outcomes reveal that AI, encompassing machine learning, natural language processing, and expert systems, significantly contributes to identifying challenges and highlighting opportunities in this context. The results underscore the positive role of AI in addressing challenges and revealing potential advancements in auditing practices within Nigerian accounting firms. The study concludes that AI, particularly machine learning, holds promise for addressing challenges and fostering advancements in auditing practices for Nigerian accounting firms. Given the significant positive impact of machine learning, accounting firms in Nigeria should consider prioritizing the integration of machine learning technologies into their auditing practices.
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