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Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures

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Cited by:

  1. Blum, Avinoam & Raviv, Alon, 2023. "The effects of the financial crisis and Basel III on banks’ risk disclosure: A textual analysis," Finance Research Letters, Elsevier, vol. 53(C).
  2. Jens Foerderer & Thomas Kude & Sunil Mithas & Armin Heinzl, 2018. "Does Platform Owner’s Entry Crowd Out Innovation? Evidence from Google Photos," Information Systems Research, INFORMS, vol. 29(2), pages 444-460, June.
  3. Huijue Kelly Duan & Hanxin Hu & Yangin (Ben) Yoon & Miklos Vasarhelyi, 2022. "Increasing the utility of performance audit reports: Using textual analytics tools to improve government reporting," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 29(4), pages 201-218, October.
  4. M B & A B & Florian Blaschke, 2021. "The Repercussions of the Digital Twin in the Automotive Industry on the New Marketing Logic," European Journal of Marketing and Economics Articles, Revistia Research and Publishing, vol. 4, January -.
  5. repec:hum:wpaper:sfb649dp2016-051 is not listed on IDEAS
  6. Chen, Cathy Yi-Hsuan & Fengler, Matthias R. & Härdle, Wolfgang Karl & Liu, Yanchu, 2022. "Media-expressed tone, option characteristics, and stock return predictability," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
  7. Hassanein, Ahmed, 2022. "Risk reporting and stock return in the UK: Does market competition Matter?," The North American Journal of Economics and Finance, Elsevier, vol. 59(C).
  8. Linton, Marco & Teo, Ernie Gin Swee & Bommes, Elisabeth & Chen, Cathy Yi-Hsuan & Härdle, Wolfgang Karl, 2016. "Dynamic topic modelling for cryptocurrency community forums," SFB 649 Discussion Papers 2016-051, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  9. Nerissa C. Brown & Richard M. Crowley & W. Brooke Elliott, 2020. "What Are You Saying? Using topic to Detect Financial Misreporting," Journal of Accounting Research, Wiley Blackwell, vol. 58(1), pages 237-291, March.
  10. John L. Campbell & Hye Seung “Grace” Lee & Hsin‐Min Lu & Logan B. Steele, 2020. "Express Yourself: Why Managers' Disclosure Tone Varies Across Time and What Investors Learn From It," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 1140-1171, June.
  11. Thewissen, James & Shrestha, Prabal & Torsin, Wouter & Pastwa, Anna M., 2022. "Unpacking the black box of ICO white papers: A topic modeling approach," Journal of Corporate Finance, Elsevier, vol. 75(C).
  12. Christina Bannier & Thomas Pauls & Andreas Walter, 2019. "Content analysis of business communication: introducing a German dictionary," Journal of Business Economics, Springer, vol. 89(1), pages 79-123, February.
  13. Moumen, Néjia & Ben Othman, Hakim & Hussainey, Khaled, 2016. "Board structure and the informativeness of risk disclosure: Evidence from MENA emerging markets," Advances in accounting, Elsevier, vol. 35(C), pages 82-97.
  14. Wei, Lu & Li, Guowen & Zhu, Xiaoqian & Sun, Xiaolei & Li, Jianping, 2019. "Developing a hierarchical system for energy corporate risk factors based on textual risk disclosures," Energy Economics, Elsevier, vol. 80(C), pages 452-460.
  15. Nimark, Kristoffer P. & Pitschner, Stefan, 2019. "News media and delegated information choice," Journal of Economic Theory, Elsevier, vol. 181(C), pages 160-196.
  16. John Donovan & Jared Jennings & Kevin Koharki & Joshua Lee, 2021. "Measuring credit risk using qualitative disclosure," Review of Accounting Studies, Springer, vol. 26(2), pages 815-863, June.
  17. Li, Jianping & Li, Guowen & Liu, Mingxi & Zhu, Xiaoqian & Wei, Lu, 2022. "A novel text-based framework for forecasting agricultural futures using massive online news headlines," International Journal of Forecasting, Elsevier, vol. 38(1), pages 35-50.
  18. Everett, Jeff & Shiraz Rahaman, Abu & Neu, Dean & Saxton, Gregory, 2024. "Letters to the editor, institutional experimentation, and the public accounting professional," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 99(C).
  19. Laksmana, Indrarini & Harjoto, Maretno A. & Kim, Hoyoung, 2023. "Managing disclosure of political risk: The case of socially responsible firms," Journal of Business Research, Elsevier, vol. 154(C).
  20. He, Yu & Lu, Shanglin & Wei, Ran & Wang, Shixuan, 2024. "Local media sentiment towards pollution and its effect on corporate green innovation," International Review of Financial Analysis, Elsevier, vol. 94(C).
  21. Stefania Veltri & Francesco De Luca & Ho‐Tan‐Phat Phan, 2020. "Do investors value companies' mandatory nonfinancial risk disclosure? An empirical analysis of the Italian context after the EU Directive," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2226-2237, September.
  22. Lin, Sin-Jin & Zeng, Jhih-Hong & Chang, Te-Min & Hsu, Ming-Fu, 2024. "Linguistic complexity consideration for advanced risk decision making and handling," Research in International Business and Finance, Elsevier, vol. 69(C).
  23. Stefan Feuerriegel & Nicolas Prollochs, 2018. "Investor Reaction to Financial Disclosures Across Topics: An Application of Latent Dirichlet Allocation," Papers 1805.03308, arXiv.org.
  24. Li, Guowen & Jing, Zhongbo & Li, Jingyu & Feng, Yuyao, 2023. "Drivers of risk correlation among financial institutions: A study based on a textual risk disclosure perspective," Economic Modelling, Elsevier, vol. 128(C).
  25. Li, He & No, Won Gyun & Wang, Tawei, 2018. "SEC's cybersecurity disclosure guidance and disclosed cybersecurity risk factors," International Journal of Accounting Information Systems, Elsevier, vol. 30(C), pages 40-55.
  26. Frankel, Richard & Jennings, Jared & Lee, Joshua, 2016. "Using unstructured and qualitative disclosures to explain accruals," Journal of Accounting and Economics, Elsevier, vol. 62(2), pages 209-227.
  27. Shi, Yong & Qu, Yi & Chen, Zhensong & Mi, Yunlong & Wang, Yunong, 2024. "Improved credit risk prediction based on an integrated graph representation learning approach with graph transformation," European Journal of Operational Research, Elsevier, vol. 315(2), pages 786-801.
  28. Yuan Song & Hongwei Wang & Maoran Zhu, 2018. "Sustainable strategy for corporate governance based on the sentiment analysis of financial reports with CSR," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-14, December.
  29. Han Jiang & Zhiyi Wang & Lusi Yang & Jia Shen & Jungpil Hahn, 2021. "How Rewarding Are Your Rewards? A Value-Based View of Crowdfunding Rewards and Crowdfunding Performance," Entrepreneurship Theory and Practice, , vol. 45(3), pages 562-599, May.
  30. Carrizosa, Emilio & Guerrero, Vanesa & Romero Morales, Dolores, 2019. "Visualization of complex dynamic datasets by means of mathematical optimization," Omega, Elsevier, vol. 86(C), pages 125-136.
  31. Sheng, Jie & Amankwah-Amoah, Joseph & Wang, Xiaojun, 2019. "Technology in the 21st century: New challenges and opportunities," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 321-335.
  32. Fengler, Matthias & Phan, Minh Tri, 2023. "A Topic Model for 10-K Management Disclosures," Economics Working Paper Series 2307, University of St. Gallen, School of Economics and Political Science.
  33. Lu Wei & Chen Han & Yinhong Yao, 2022. "The Bias Analysis of Oil and Gas Companies’ Credit Ratings Based on Textual Risk Disclosures," Energies, MDPI, vol. 15(7), pages 1-12, March.
  34. Friberg, Richard & Seiler, Thomas, 2017. "Risk and ambiguity in 10-Ks: An examination of cash holding and derivatives use," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 608-631.
  35. Rahman, Sohanur & Sinnewe, Elisabeth & Chapple, Larelle, 2024. "Environment-specific political risk discourse and expected crash risk: The role of political activism," International Review of Financial Analysis, Elsevier, vol. 95(PB).
  36. Lopez-Lira, Alejandro, 2021. "Why do managers disclose risks accurately? Textual analysis, disclosures, and risk exposures," Economics Letters, Elsevier, vol. 204(C).
  37. James P. Ryans, 2021. "Textual classification of SEC comment letters," Review of Accounting Studies, Springer, vol. 26(1), pages 37-80, March.
  38. Vestrelli, Roberto & Fronzetti Colladon, Andrea & Pisello, Anna Laura, 2024. "When attention to climate change matters: The impact of climate risk disclosure on firm market value," Energy Policy, Elsevier, vol. 185(C).
  39. Ingrid E. Fisher & Margaret R. Garnsey & Mark E. Hughes, 2016. "Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 23(3), pages 157-214, July.
  40. Kevin C. Smith & Eric C. So, 2022. "Measuring Risk Information," Journal of Accounting Research, Wiley Blackwell, vol. 60(2), pages 375-426, May.
  41. Carolina Camassa, 2023. "Legal NLP Meets MiCAR: Advancing the Analysis of Crypto White Papers," Papers 2310.10333, arXiv.org, revised Oct 2023.
  42. Sheng, Jie & Amankwah-Amoah, Joseph & Wang, Xiaojun, 2017. "A multidisciplinary perspective of big data in management research," International Journal of Production Economics, Elsevier, vol. 191(C), pages 97-112.
  43. Matteo Cinelli & Valerio Ficcadenti & Jessica Riccioni, 2021. "The interconnectedness of the economic content in the speeches of the US Presidents," Annals of Operations Research, Springer, vol. 299(1), pages 593-615, April.
  44. Mehrzad Azmi Shabestari & Kevin Moffitt & Bharat Sarath, 2020. "Did the banking sector foresee the financial crisis? Evidence from risk factor disclosures," Review of Quantitative Finance and Accounting, Springer, vol. 55(2), pages 647-669, August.
  45. Acheampong, Albert & Elshandidy, Tamer, 2021. "Does soft information determine credit risk? Text-based evidence from European banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
  46. Maryam Firoozi & Sana Mohsni, 2023. "Cybersecurity disclosure in the banking industry: a comparative study," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 20(4), pages 451-477, December.
  47. Mirko S. Heinle & Kevin C. Smith, 2017. "A theory of risk disclosure," Review of Accounting Studies, Springer, vol. 22(4), pages 1459-1491, December.
  48. Wang, Xincheng & Li, Yuan & Tian, Longwei & Hou, Ye, 2023. "Government digital initiatives and firm digital innovation: Evidence from China," Technovation, Elsevier, vol. 119(C).
  49. Gao, Lei & Calderon, Thomas G. & Tang, Fengchun, 2020. "Public companies' cybersecurity risk disclosures," International Journal of Accounting Information Systems, Elsevier, vol. 38(C).
  50. Borchert, Philipp & Coussement, Kristof & De Weerdt, Jochen & De Caigny, Arno, 2024. "Industry-sensitive language modeling for business," European Journal of Operational Research, Elsevier, vol. 315(2), pages 691-702.
  51. Michael J Bommarito II & Daniel Martin Katz, 2016. "Measuring the temperature and diversity of the U.S. regulatory ecosystem," Papers 1612.09244, arXiv.org, revised Jan 2017.
  52. Allen H. Huang & Reuven Lehavy & Amy Y. Zang & Rong Zheng, 2018. "Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach," Management Science, INFORMS, vol. 64(6), pages 2833-2855, June.
  53. Elshandidy, Tamer & Shrives, Philip J., 2016. "Environmental Incentives for and Usefulness of Textual Risk Reporting: Evidence from Germany," The International Journal of Accounting, Elsevier, vol. 51(4), pages 464-486.
  54. Wei, Lu & Miao, Xiyuan & Jing, Haozhe & Liu, Zhidong & Xie, Zezhong, 2023. "Bank risk aggregation based on the triple perspectives of bank managers, credit raters, and financial analysts," Finance Research Letters, Elsevier, vol. 57(C).
  55. Li, Guowen & Wang, Shuai & Feng, Yuyao, 2024. "Making differences work: Financial fraud detection based on multi-subject perceptions," Emerging Markets Review, Elsevier, vol. 60(C).
  56. Matteo Cinelli & Valerio Ficcadenti & Jessica Riccioni, 2020. "The interconnectedness of the economic content in the speeches of the US Presidents," Papers 2002.07880, arXiv.org.
  57. Ibrahim, Salma & Li, Hao & Yan, Yan & Zhao, Jinsha, 2021. "Pay me a single figure! Assessing the impact of single figure regulation on CEO pay," International Review of Financial Analysis, Elsevier, vol. 73(C).
  58. Pastwa, Anna M. & Shrestha, Prabal & Thewissen, James & Torsin, Wouter, 2021. "Unpacking the black box of ICO white papers: a topic modeling approach," LIDAM Discussion Papers LFIN 2021018, Université catholique de Louvain, Louvain Finance (LFIN).
  59. Luca Pareschi & Edoardo Mollona, 2016. "No country for neoliberalism: a topic modeling approach to protean discourses to resist privatizations in Italy," Working Papers 7, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
  60. M. J. Histen, 2022. "Taking Information Seriously: A Firm-side Interpretation of Risk Factor Disclosure," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 28(3), pages 119-131, November.
  61. Blasco-Arcas, Lorena & Lee, Hsin-Hsuan Meg & Kastanakis, Minas N. & Alcañiz, Mariano & Reyes-Menendez, Ana, 2022. "The role of consumer data in marketing: A research agenda," Journal of Business Research, Elsevier, vol. 146(C), pages 436-452.
  62. Nadine Gatzert & Dinah Heidinger, 2020. "An Empirical Analysis of Market Reactions to the First Solvency and Financial Condition Reports in the European Insurance Industry," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 87(2), pages 407-436, June.
  63. Polewsky, Max & Hankammer, Stephan & Kleer, Robin & Antons, David, 2024. "Degrowth vs. Green Growth. A computational review and interdisciplinary research agenda," Ecological Economics, Elsevier, vol. 217(C).
  64. Dewally, Michaël & Gordon, Rachel, 2022. "Financial impact of partnerships on hospitality firms," Annals of Tourism Research, Elsevier, vol. 95(C).
  65. Li, Yanqiong & Wang, Xiongyuan & He, Jie & Chan, Kam C., 2023. "Supply chain risk disclosure and seasoned equity offering discount," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
  66. Mohamed M. Mostafa, 2023. "A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(4), pages 3905-3935, August.
  67. Elsayed, Mohamed & Elshandidy, Tamer, 2021. "Internal control effectiveness, textual risk disclosure, and their usefulness: U.S. evidence," Advances in accounting, Elsevier, vol. 53(C).
  68. Li, Jianping & Feng, Yuyao & Li, Guowen & Sun, Xiaolei, 2020. "Tourism companies' risk exposures on text disclosure," Annals of Tourism Research, Elsevier, vol. 84(C).
  69. Wei, Lu & Jing, Haozhe & Huang, Jie & Deng, Yuqi & Jing, Zhongbo, 2023. "Do textual risk disclosures reveal corporate risk? Evidence from U.S. fintech corporations," Economic Modelling, Elsevier, vol. 127(C).
  70. Simon Fritzsch & Philipp Scharner & Gregor Weiß, 2021. "Estimating the relation between digitalization and the market value of insurers," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 88(3), pages 529-567, September.
  71. Kim, Hyonok & Yasuda, Yukihiro, 2018. "Business risk disclosure and firm risk: Evidence from Japan," Research in International Business and Finance, Elsevier, vol. 45(C), pages 413-426.
  72. Moumen, Néjia & Ben Othman, Hakim & Hussainey, Khaled, 2015. "The value relevance of risk disclosure in annual reports: Evidence from MENA emerging markets," Research in International Business and Finance, Elsevier, vol. 34(C), pages 177-204.
  73. Hrishikesh Desai, 2022. "Are Firms Biasing Stakeholder Expectations by Attributing Prior Poor Performance to COVID-19?," IIM Kozhikode Society & Management Review, , vol. 11(2), pages 171-182, July.
  74. Düsterhöft, Maximilian & Schiemann, Frank & Walther, Thomas, 2023. "Let’s talk about risk! Stock market effects of risk disclosure for European energy utilities," Energy Economics, Elsevier, vol. 125(C).
  75. Wei, Lu & Li, Guowen & Li, Jianping & Zhu, Xiaoqian, 2019. "Bank risk aggregation with forward-looking textual risk disclosures," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
  76. Senave, Elseline & Jans, Mieke J. & Srivastava, Rajendra P., 2023. "The application of text mining in accounting," International Journal of Accounting Information Systems, Elsevier, vol. 50(C).
  77. Jianping Li & Yinhong Yao & Yuanjie Xu & Jingyu Li & Lu Wei & Xiaoqian Zhu, 2019. "Consumer’s risk perception on the Belt and Road countries: evidence from the cross-border e-commerce," Electronic Commerce Research, Springer, vol. 19(4), pages 823-840, December.
  78. Özgür Arslan‐Ayaydin & James Thewissen & Wouter Torsin, 2021. "Disclosure tone management and labor unions," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(1-2), pages 102-147, January.
  79. Mochen Yang & Gediminas Adomavicius & Gordon Burtch & Yuqing Rena, 2018. "Mind the Gap: Accounting for Measurement Error and Misclassification in Variables Generated via Data Mining," Information Systems Research, INFORMS, vol. 29(1), pages 4-24, March.
  80. Yao, Yanzhen & Wei, Lu & Jing, Haozhe & Chen, Meiqi & Li, Zhan, 2024. "The impact of readability of risk disclosures in bond prospectuses on credit risk premium," Research in International Business and Finance, Elsevier, vol. 70(PA).
  81. Karen Schnatterly & Felipe Calvano & John P. Berns & Chaoqun Deng, 2021. "The effects of board expertise‐risk misalignment and subsequent strategic board reconfiguration on firm performance," Strategic Management Journal, Wiley Blackwell, vol. 42(11), pages 2162-2191, November.
  82. Sun, Xiaowei & Zheng, Tianyu & Wang, Zehao & Li, Peigong, 2024. "Risk factors disclosure and corporate philanthropy," International Review of Financial Analysis, Elsevier, vol. 93(C).
  83. Jennifer Riley & Eileen Taylor, 2018. "The Inconsistent Effects of Plain English Disclosures on Nonprofessional Investors’ Risk Judgments," IJFS, MDPI, vol. 6(1), pages 1-17, March.
  84. Li, Jingyu & Li, Jianping & Zhu, Xiaoqian, 2020. "Risk dependence between energy corporations: A text-based measurement approach," International Review of Economics & Finance, Elsevier, vol. 68(C), pages 33-46.
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