AI in management control: Emergent forms, practices, and infrastructures

IF 8.3 2区管理学 Q1 BUSINESS, FINANCE Critical Perspectives on Accounting Pub Date : 2024-03-01 DOI:10.1016/j.cpa.2023.102701

Andreas Sundström

{"title":"AI in management control: Emergent forms, practices, and infrastructures","authors":"Andreas Sundström","doi":"10.1016/j.cpa.2023.102701","DOIUrl":null,"url":null,"abstract":"<div><p>This paper discusses the significance of Artificial Intelligence (AI), particularly Machine Learning (ML) and Large Language Processing (LLP), in the context of management control. The key concern is the epistemological shift from traditional deductive approaches to an inductive approach brought about by AI technologies. The paper elaborates on shifts related to the <em>forms</em>, <em>practices</em>, and <em>infrastructures</em> of management control, discussing new avenues for research in social studies of accounting. The discussion outlines how the integration of AI in accounting not only changes accounting practice but also fuels the relevance of some of the prior insights about social aspects of calculative practices. On a final note, the paper also suggests that, given the speed and scope at which new calculative technology is being introduced in virtually all parts of society, accounting scholars may draw upon prior insights and contribute to wider debates about the social impact of AI in society.</p></div>","PeriodicalId":48078,"journal":{"name":"Critical Perspectives on Accounting","volume":"99 ","pages":"Article 102701"},"PeriodicalIF":8.3000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1045235423001624/pdfft?md5=16c1d0d0b43dd1ce3602bce29156013d&pid=1-s2.0-S1045235423001624-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Critical Perspectives on Accounting","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1045235423001624","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}

引用次数: 0

Abstract

This paper discusses the significance of Artificial Intelligence (AI), particularly Machine Learning (ML) and Large Language Processing (LLP), in the context of management control. The key concern is the epistemological shift from traditional deductive approaches to an inductive approach brought about by AI technologies. The paper elaborates on shifts related to the forms, practices, and infrastructures of management control, discussing new avenues for research in social studies of accounting. The discussion outlines how the integration of AI in accounting not only changes accounting practice but also fuels the relevance of some of the prior insights about social aspects of calculative practices. On a final note, the paper also suggests that, given the speed and scope at which new calculative technology is being introduced in virtually all parts of society, accounting scholars may draw upon prior insights and contribute to wider debates about the social impact of AI in society.

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

管理控制中的人工智能：新出现的形式、做法和基础设施

本文讨论了人工智能（AI），特别是机器学习（ML）和大型语言处理（LLP）在管理控制方面的意义。关键问题在于人工智能技术带来的从传统演绎法到归纳法的认识论转变。论文阐述了与管理控制的形式、实践和基础设施相关的转变，讨论了会计社会研究的新途径。讨论概述了人工智能与会计的结合如何不仅改变了会计实践，而且还增强了之前关于计算实践的社会方面的一些见解的相关性。最后，本文还建议，鉴于新计算技术在社会几乎所有领域的引入速度和范围，会计学者可以借鉴先前的见解，为有关人工智能对社会影响的更广泛辩论做出贡献。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文去求助

来源期刊

Critical Perspectives on Accounting BUSINESS, FINANCE-

CiteScore

9.40

自引率

7.80%

发文量

期刊介绍： Critical Perspectives on Accounting aims to provide a forum for the growing number of accounting researchers and practitioners who realize that conventional theory and practice is ill-suited to the challenges of the modern environment, and that accounting practices and corporate behavior are inextricably connected with many allocative, distributive, social, and ecological problems of our era. From such concerns, a new literature is emerging that seeks to reformulate corporate, social, and political activity, and the theoretical and practical means by which we apprehend and affect that activity. Research Areas Include: • Studies involving the political economy of accounting, critical accounting, radical accounting, and accounting''s implication in the exercise of power • Financial accounting''s role in the processes of international capital formation, including its impact on stock market stability and international banking activities • Management accounting''s role in organizing the labor process • The relationship between accounting and the state in various social formations • Studies of accounting''s historical role, as a means of "remembering" the subject''s social and conflictual character • The role of accounting in establishing "real" democracy at work and other domains of life • Accounting''s adjudicative function in international exchanges, such as that of the Third World debt • Antagonisms between the social and private character of accounting, such as conflicts of interest in the audit process • The identification of new constituencies for radical and critical accounting information • Accounting''s involvement in gender and class conflicts in the workplace • The interplay between accounting, social conflict, industrialization, bureaucracy, and technocracy • Reappraisals of the role of accounting as a science and technology • Critical reviews of "useful" scientific knowledge about organizations