International Journal of Accounting Information Systems · 2022 · 53 citations · 76 references
BusinessAccountancyAccountingCorporate DisclosureCorporate ReportingMachine LearningAnnual ReportingCorporate Sustainability DisclosureDisclosureFinancial ReportingFinancial StatementsSustainability ReportingAnnual Financial ReportsAnnual Performance ReportsArtificial Intelligence ReportingCorporate Financial DisclosureDisclosure Of AutomationFinancial Disclosure AnalysisFirm-level Sustainability DisclosureTransparency In Corporate Reporting
Over the last decade, the use of different artificial intelligence (AI) tools has increased. To shed some light on the emerging trend of AI disclosure, the aim of this paper is to analyse the current practices of major Western European companies regarding the automated decision-making (ADM) disclosure in their annual or sustainability reports. This paper proposes a methodology based on bigrams that enables the automatic extraction of the information on ADM that companies disclose. The sample consisted of 962 annual/sustainability reports, published in 2018 and 2019, of 337 companies listed on 13 Western European countries’ stock markets. Our findings show that ADM disclosure is still at an early stage and that the first adopters are mostly companies operating in the financial sector.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Managing Legitimacy: Strategic and Institutional Approaches
Mark C. Suchman · Academy of Management Review · 1995 · 9.8K citations
The global landscape of AI ethics guidelines
Anna Jobin, Marcello Ienca, Effy Vayena · Nature Machine Intelligence · 2019 · 5K citations · Full text
Corporate social and environmental reporting
Rob Gray, Reza Kouhy, Simon Lavers · Accounting Auditing & Accountability Journal · 1995 · 3.3K citations
Business, Accountancy, Accounting +11