{"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.
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
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