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Keywords: textual analysis
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Journal Articles

Use of Corporate Disclosures to Identify the Stage of Blockchain Adoption

Theophanis C. Stratopoulos, Victor Xiaoqi Wang, Hua (Jonathan) Ye
Journal: Accounting Horizons
Accounting Horizons (2022) 36 (1): 197–220.
DOI: https://doi.org/10.2308/HORIZONS-19-101
Published: 01 March 2022
... 2022 blockchain technology adoption corporate disclosures revealed expectations textual analysis topic modeling Moreover, we provide a granular analysis of firms' interest in blockchain based on whether the firms are on the supply-side or the demand-side, and how firms evaluate the risk...
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Includes: Supplementary data
Journal Articles

Transfer Learning and Textual Analysis of Accounting Disclosures: Applying Big Data Methods to Small(er) Datasets

Federico Siano, Peter Wysocki
Journal: Accounting Horizons
Accounting Horizons (2021) 35 (3): 217–244.
DOI: https://doi.org/10.2308/HORIZONS-19-161
Published: 01 September 2021
... performance relative to existing textual analysis tools in accounting. We conclude with suggestions for opportunities to apply transfer learning to address important accounting research questions. Data Availability: Data are available from the public sources cited in the text. JEL Classifications: G31...
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Journal Articles

Does an Analyst's Access to Information Vary with the Favorableness of Their Language When Speaking to Management?

Jonathan A. Milian, Antoinette L. Smith, Elio Alfonso
Journal: Accounting Horizons
Accounting Horizons (2017) 31 (4): 13–31.
DOI: https://doi.org/10.2308/acch-51798
Published: 01 December 2017
... (discussant), Andrew Leone for instruction on textual analysis, and Mohammed Nazrul Islam, Martin Kim, and Sheng Yi for excellent research assistance. Editor's note: Accepted by Lynn Rees. May 2016 March 2017 2017 forecast accuracy conference calls textual analysis Regulation...
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