人工智能产品重塑会计:是时候重新培训了

Kathie J. Shaffer, C. Gaumer, Kiersten Bradley
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引用次数: 15

摘要

目的管理者被期望以最具成本效益的方式提高生产力,利用所有可用的资源,“更聪明地工作”。随着技术的进步,管理人员有更大的动机投资于自动化成本低于人力资本高成本的选择。当重复的任务可以通过自动化精确地复制时,决策就变成了既成事实。人工智能(AI)或模拟人类智力功能的合成智能的进步,在服务领域具有巨大的影响潜力。本文考察了通过人工智能寻求的生产力效率和对再培训的需求,特别是在会计行业。设计/方法/方法这是一篇概念性论文,适用于没有研究方法的实践者。10年后的会计行业将与现在有明显的不同。拥抱人工智能等新技术的会计师将通过变得更加专业化而生存下来,甚至茁壮成长。这将需要培训,在某些情况下还需要重新培训。组织必须愿意承担这些开发成本。我希望应届毕业生进入这个行业时,能掌握最新的技能,为多年前进入这个行业的组织和雇主提供额外的价值。最大的挑战可能在于对从业多年的会计师进行再培训,以及应对变革阻力。雇主首先必须以身作则,接受不可避免的事情,然后鼓励和支持员工提高和更新他们的技能。此外,他们还必须指导员工完成变革,并保证那些接受变革的员工被解雇的可能性更小。采用现有的技术将使公司能够更有效地为客户提供最新的业务解决方案,而不管所提供的服务是什么。研究局限性/启示本文未进行实证研究。这是一个概念性的作品,着眼于会计组织的变化,特别是由于人工智能。实际意义专注于基本会计职能的会计师事务所应该寻找新的服务。可以为相同的客户端提供服务,但是在更高的级别上。会计师将通过发现模式和趋势为客户提供更多的价值,当更多的时间可以用于分析。除了准备文件之外,帮助客户需要会计师了解当前的市场状况和通货膨胀的潜在影响,并在能够教客户并帮助他们在更高层次上理解的同时,进行更多的批判性思考。正如会计的责任和义务将通过人工智能的整合而改变一样,会计教育也必须改变。与工作场所相关的社会影响仅在本文中讨论。独创性/价值它不完全是原创的。它是一项研究的汇编,作为一种手段,在技术进步的情况下,解决会计领域关键的劳动力培训需求。
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Artificial intelligence products reshape accounting: time to re-train
Purpose Managers are expected to increase productivity in the most cost-efficient manner, using all available resources and, “work smarter.” As technology improves, there is greater incentive for managers to invest in options where automation becomes less expensive than the high cost of human capital. When repetitive tasks can be accurately duplicated through automation, the decision becomes a fait accompli. Advances in artificial intelligence (AI) or synthetic intelligence that simulates human intellectual function has significant impact potential in the service sector. This paper examines productivity efficiencies sought through artificial intelligence and the need for re-training, specifically in the accounting profession. Design/methodology/approach This is a conceptual paper for practitioners without research methodology. Findings The accounting profession 10 years from now will look noticeably different than it does now. The accountants, who embrace the new technologies, like artificial intelligence, will survive and even thrive by becoming more specialized. This will require training and, in some instances, re-training. Organizations must be willing to absorb those development costs. I hope that new graduates will enter the profession with updated skills providing added value for organizations and employers who started into the profession many years ago. The biggest challenge may lie in the re-training of accountants who have been in practice for many years and managing the resistance to change. Employers must first set the example by accepting the inevitable and then encourage and support employees to improve and update their skills. Additionally, they will have to coach employees through the changes with reassurance that those who embrace the change will experience less chance of job elimination. Embracing the available technology will enable firms to serve clients more efficiently and effectively by providing up to date business solutions regardless of the services being offered. Research limitations/implications There is no empirical research in this paper. It is a conceptual piece looking at the changing organization in accounting, specifically due to artificial intelligence. Practical implications Accounting firms that focus on basic accounting functions should find new services to offer. The same clients can be served, but at a higher-level. Accountants will offer more value to clients by detecting patterns and trends when more time can be devoted to analysis. Helping clients beyond the preparation of documents requires that accountants understand the current market conditions and potential effects of inflation and, engage in more critical thinking while at the same time be able to teach clients and help them understand at the higher level. Just as accountants’ responsibilities and duties will be transformed through the integration of AI, accounting education must be altered. Social implications Implications related to the workplace are only discussed in this paper. Originality/value It is not completely original. It is a compilation of research that is out there as a means to address critical workforce training needs in accounting as technology moves forward.
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来源期刊
Development and Learning in Organizations
Development and Learning in Organizations Social Sciences-Library and Information Sciences
CiteScore
0.80
自引率
0.00%
发文量
74
期刊介绍: Development and Learning in Organizations: An International Journal is a unique management information resource for today"s busy managers who are seeking to develop their organization in the right direction. Case studies on leading companies and viewpoints from some of the best thinkers in the area of organizational development and learning combine to make this journal a very welcome addition to the management literature. In addition, as part of our special service, we scour through the mass of academic and non-academic literature to ensure that we keep up to date with the best and newest ideas. We then distil this information for our readers and present the most meaningful implications for managers in easy-to-digest reviews and commentaries.
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