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Using 10-K Text to Gauge Financial Constraints

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Cited by:

  1. Malik, Muhammad Farhan & Nowland, John & Buckby, Sherrena, 2021. "Voluntary adoption of board risk committees and financial constraints risk," International Review of Financial Analysis, Elsevier, vol. 73(C).
  2. Tirupam Goel & Ulf Lewrick & Aakriti Mathur, 2021. "Does regulation only bite the less profitable? Evidence from the too-big-to-fail reforms," BIS Working Papers 922, Bank for International Settlements.
  3. Dhole, Sandip & Mishra, Sagarika & Pal, Ananda Mohan, 2019. "Efficient working capital management, financial constraints and firm value: A text-based analysis," Pacific-Basin Finance Journal, Elsevier, vol. 58(C).
  4. Elsayed, Mohamed & Elshandidy, Tamer, 2020. "Do narrative-related disclosures predict corporate failure? Evidence from UK non-financial publicly quoted firms," International Review of Financial Analysis, Elsevier, vol. 71(C).
  5. Avramov, Doron & Li, Minwen & Wang, Hao, 2021. "Predicting corporate policies using downside risk: A machine learning approach," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 1-26.
  6. Yi Yang & Kunpeng Zhang & Yangyang Fan, 2022. "Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach," INFORMS Journal on Computing, INFORMS, vol. 34(1), pages 522-540, January.
  7. Johan, Sofia & Zhang, Yelin, 2020. "Quality revealing versus overstating in equity crowdfunding," Journal of Corporate Finance, Elsevier, vol. 65(C).
  8. Wagner, Alexander F. & Filipović, Zoran, 2019. "The Intangibles Song in Takeover Announcements: Good Tempo, Hollow Tune," CEPR Discussion Papers 13560, C.E.P.R. Discussion Papers.
  9. Niclas Andrén & Håkan Jankensgård, 2020. "Disappearing investment‐cash flow sensitivities: Earnings have not become a worse proxy for cash flow," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(5-6), pages 760-785, May.
  10. Gensler, Sonja & Oehring, Karlo & Wiesel, Thorsten, 2024. "Reported and communicated shifts in strategic emphasis and firm performance," International Journal of Research in Marketing, Elsevier, vol. 41(2), pages 220-240.
  11. Katsafados, Apostolos G. & Androutsopoulos, Ion & Chalkidis, Ilias & Fergadiotis, Emmanouel & Leledakis, George N. & Pyrgiotakis, Emmanouil G., 2021. "Using textual analysis to identify merger participants: Evidence from the U.S. banking industry," Finance Research Letters, Elsevier, vol. 42(C).
  12. Fang, Yiwei & Fiordelisi, Franco & Hasan, Iftekhar & Leung, Woon Sau & Wong, Gabriel, 2023. "Corporate culture and firm value: Evidence from crisis," Journal of Banking & Finance, Elsevier, vol. 146(C).
  13. Md. Abdul Kaium Masud & Seong Mi Bae & Javier Manzanares & Jong Dae Kim, 2019. "Board Directors’ Expertise and Corporate Corruption Disclosure: The Moderating Role of Political Connections," Sustainability, MDPI, vol. 11(16), pages 1-22, August.
  14. Bianchi, Nicola & Carretta, Alessandro & Farina, Vincenzo & Fiordelisi, Franco, 2021. "Does espoused risk culture pay? Evidence from European banks," Journal of Banking & Finance, Elsevier, vol. 122(C).
  15. Mabel D. Costa & Ahsan Habib & Md. Borhan Uddin Bhuiyan, 2021. "Financial constraints and asymmetric cost behavior," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 32(1), pages 33-83, March.
  16. Michael J. Lamla & Sarah M. Lein & Jan-Egbert Sturm, 2020. "Media reporting and business cycles: empirical evidence based on news data," Empirical Economics, Springer, vol. 59(3), pages 1085-1105, September.
  17. Guofu Zhou, 2018. "Measuring Investor Sentiment," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 239-259, November.
  18. Stephie Tsai, Hsin-Ju & Wu, Yuliang & Xu, Bin, 2021. "Does capital market drive corporate investment efficiency? Evidence from equity lending supply," Journal of Corporate Finance, Elsevier, vol. 69(C).
  19. Yuting Chen & Don Bredin & Valerio Potì & Roman Matkovskyy, 2022. "COVID risk narratives: a computational linguistic approach to the econometric identification of narrative risk during a pandemic," Digital Finance, Springer, vol. 4(1), pages 17-61, March.
  20. Katsafados, Apostolos G. & Androutsopoulos, Ion & Chalkidis, Ilias & Fergadiotis, Manos & Leledakis, George N. & Pyrgiotakis, Emmanouil G., 2020. "Textual Information and IPO Underpricing: A Machine Learning Approach," MPRA Paper 103813, University Library of Munich, Germany.
  21. Ali Ataullah & Andrew Vivian & Bin Xu, 2018. "Optimistic Disclosure Tone and Conservative Debt Policy," Abacus, Accounting Foundation, University of Sydney, vol. 54(4), pages 445-484, December.
  22. Chien, Chih-Chung & Chen, Shikuan & Chang, Ming-Jen, 2023. "Financial constraints on credit ratings and cash-flow sensitivity," International Review of Financial Analysis, Elsevier, vol. 88(C).
  23. Ferreira, M. & Haber, T. & Rörig, C., 2021. "Financial Factors, Firm size and Firm Potential," Janeway Institute Working Papers 2110, Faculty of Economics, University of Cambridge.
  24. Möller, Rouven & Reichmann, Doron, 2021. "ECB language and stock returns – A textual analysis of ECB press conferences," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 590-604.
  25. Mushtaq, Rizwan & Gull, Ammar Ali & Shahab, Yasir & Derouiche, Imen, 2022. "Do financial performance indicators predict 10-K text sentiments? An application of artificial intelligence," Research in International Business and Finance, Elsevier, vol. 61(C).
  26. Bergbrant, Mikael C. & Hunter, Delroy M. & Kelly, Patrick J., 2018. "Rivals’ competitive activities, capital constraints, and firm growth," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 87-108.
  27. Quariguasi Frota Neto, João & Dutordoir, Marie, 2020. "Mapping the market for remanufacturing: An application of “Big Data” analytics," International Journal of Production Economics, Elsevier, vol. 230(C).
  28. Zolotoy, Leon & O'Sullivan, Don & Chen, Yangyang, 2019. "Local religious norms, corporate social responsibility, and firm value," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 218-233.
  29. Sagarika Mishra & Michael T. Ewing & Holly B. Cooper, 2022. "Artificial intelligence focus and firm performance," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1176-1197, November.
  30. Apostolos G. Katsafados & Dimitris Anastasiou, 2024. "Short-term prediction of bank deposit flows: do textual features matter?," Annals of Operations Research, Springer, vol. 338(2), pages 947-972, July.
  31. Farrell, Michael & Murphy, Dermot & Painter, Marcus & Zhang, Guangli, 2023. "The complexity yield puzzle: A textual analysis of municipal bond disclosures," Working Papers 338, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
  32. Doron Israeli & Ron Kaniel & Suhas A. Sridharan, 2022. "The Real Side of the High-Volume Return Premium," Management Science, INFORMS, vol. 68(2), pages 1426-1449, February.
  33. Shuangyan Li & Guangrui Wang & Yongli Luo, 2022. "Tone of language, financial disclosure, and earnings management: a textual analysis of form 20-F," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-24, December.
  34. Kanagaretnam, Kiridaran & Mawani, Amin & Shi, Guifeng & Zhou, Zejiang, 2020. "Impact of social capital on tone ambiguity in banks’ 10-K filings," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
  35. Mohamed Al Guindy & James P. Naughton & Ryan Riordan, 2024. "The evolution of corporate twitter usage," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(3-4), pages 819-845, March.
  36. Brown, Scott & Powers, Eric, 2020. "The life cycle of make-whole call provisions," Journal of Corporate Finance, Elsevier, vol. 65(C).
  37. Liu, Pu & Nguyen, Hazel T., 2020. "CEO characteristics and tone at the top inconsistency," Journal of Economics and Business, Elsevier, vol. 108(C).
  38. Md. Abdul Kaium Masud & Mahfuzur Rahman & Md. Harun Ur Rashid, 2022. "Anti-Corruption Disclosure, Corporate Social Expenditure and Political Corporate Social Responsibility: Empirical Evidence from Bangladesh," Sustainability, MDPI, vol. 14(10), pages 1-20, May.
  39. Miguel H. Ferreira & Timo Haber & Christian Rörig, 2023. "Financial Constraints and Firm Size: Micro-Evidence and Aggregate Implications," Working Papers 948, Queen Mary University of London, School of Economics and Finance.
  40. Samuel Jebaraj Benjamin, 2019. "The Effect of Financial Constraints on Audit Fees," Capital Markets Review, Malaysian Finance Association, vol. 27(2), pages 59-87.
  41. Accetturo, Antonio & Barboni, Giorgia & Cascarano, Michele & Garcia-Appendini, Emilia & Tomasi, Marco, 2022. "Credit supply and green Investments," CAGE Online Working Paper Series 615, Competitive Advantage in the Global Economy (CAGE).
  42. Chen, Chung-Chi & Huang, Yu-Lieh & Yang, Fang, 2024. "Semantics matter: An empirical study on economic policy uncertainty index," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1286-1302.
  43. Lopez-Lira, Alejandro, 2021. "Why do managers disclose risks accurately? Textual analysis, disclosures, and risk exposures," Economics Letters, Elsevier, vol. 204(C).
  44. Banerjee, Pradip & Dutta, Shantanu & Zhu, Pengcheng, 2021. "Multidimensionality of text based financial constraints and working capital management," International Review of Financial Analysis, Elsevier, vol. 77(C).
  45. Wongsinhirun, Nopparat & Chatjuthamard, Pattanaporn & Jiraporn, Pornsit, 2023. "Corporate culture and board gender diversity: Evidence from textual analysis," International Review of Financial Analysis, Elsevier, vol. 86(C).
  46. Leon Zolotoy & Don O’Sullivan & Myeong-Gu Seo & Madhu Veeraraghavan, 2021. "Mood and Ethical Decision Making: Positive Affect and Corporate Philanthropy," Journal of Business Ethics, Springer, vol. 171(1), pages 189-208, June.
  47. Khoo, Joye & (Wai Kong) Cheung, Adrian, 2022. "Managerial ability and debt maturity," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(1).
  48. Gustaf Bellstam & Sanjai Bhagat & J. Anthony Cookson, 2021. "A Text-Based Analysis of Corporate Innovation," Management Science, INFORMS, vol. 67(7), pages 4004-4031, July.
  49. Yin, Shiyan & Chevapatrakul, Thanaset & Yao, Kai, 2022. "The causal effect of improved readability of financial reporting on stock price crash risk: Evidence from the Plain Writing Act of 2010," Economics Letters, Elsevier, vol. 216(C).
  50. 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).
  51. Alharbi, Samar & Atawnah, Nader & Al Mamun, Md & Ali, Muhammad Jahangir, 2022. "Local culture and tax avoidance: Evidence from gambling preference behavior," Global Finance Journal, Elsevier, vol. 52(C).
  52. Tsai, Feng-Tse & Lu, Hsin-Min & Hung, Mao-Wei, 2016. "The impact of news articles and corporate disclosure on credit risk valuation," Journal of Banking & Finance, Elsevier, vol. 68(C), pages 100-116.
  53. Cookson, J. Anthony & Niessner, Marina & Schiller, Christoph M., 2022. "Can Social Media Inform Corporate Decisions? Evidence from Merger Withdrawals," SocArXiv 56yrj, Center for Open Science.
  54. Pham, Duong Phuong Thao & Huynh, Ngoc Quang Anh & Duong, Duy, 2022. "The impact of US presidents on market returns: Evidence from Trump's tweets," Research in International Business and Finance, Elsevier, vol. 62(C).
  55. Chatjuthamard, Pattanaporn & Wongboonsin, Kua & Ongsakul, Viput & Jiraporn, Pornsit, 2024. "Corporate culture, staggered boards, and managerial entrenchment: Evidence from textual analysis," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 404-418.
  56. Suparatana Tanthanongsakkun & Sirimon Treepongkaruna & Pornsit Jiraporn, 2023. "Carbon emissions, corporate governance, and staggered boards," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 769-780, January.
  57. Ho, Ly & Bai, Min & Lu, Yue & Qin, Yafeng, 2021. "The effect of corporate sustainability performance on leverage adjustments," The British Accounting Review, Elsevier, vol. 53(5).
  58. Elshandidy, Tamer & Kamel, Hany, 2024. "Tone of narrative disclosures and earnings management: UK evidence," Advances in accounting, Elsevier, vol. 64(C).
  59. Leland D. Crane & Emily Green & Molly Harnish & Will McClennan & Paul E. Soto & Betsy Vrankovich & Jacob Williams, 2024. "Tracking Real Time Layoffs with SEC Filings: A Preliminary Investigation," Finance and Economics Discussion Series 2024-020, Board of Governors of the Federal Reserve System (U.S.).
  60. Agarwal, Arvind & Gupta, Aparna & Kumar, Arun & Tamilselvam, Srikanth G., 2019. "Learning risk culture of banks using news analytics," European Journal of Operational Research, Elsevier, vol. 277(2), pages 770-783.
  61. Katsafados, Apostolos G. & Leledakis, George N. & Pyrgiotakis, Emmanouil G. & Androutsopoulos, Ion & Fergadiotis, Manos, 2024. "Machine learning in bank merger prediction: A text-based approach," European Journal of Operational Research, Elsevier, vol. 312(2), pages 783-797.
  62. Martin Jacob & Kelly Wentland & Scott A. Wentland, 2022. "Real Effects of Tax Uncertainty: Evidence from Firm Capital Investments," Management Science, INFORMS, vol. 68(6), pages 4065-4089, June.
  63. Provaty, Sagira Sultana & Hasan, Mostafa Monzur & Luo, Le, 2024. "Organization capital and GHG emissions," Energy Economics, Elsevier, vol. 131(C).
  64. Hyuna Park, 2022. "Warrants in the financial management decisions of innovative firms," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 42(2), pages 276-295, February.
  65. Weiping Hu & Xiao Zhang & Ye He, 2024. "Cash flow sensitivity of cash: when should we use it to measure financial constraints?," Review of Quantitative Finance and Accounting, Springer, vol. 62(2), pages 637-682, February.
  66. Jana P. Fidrmuc & Tereza Tykvova, 2023. "Are Acquirer Shareholders Happier when Their Industries Are Unhappy?," Swiss Finance Institute Research Paper Series 23-52, Swiss Finance Institute.
  67. Chowdhury, Md Raihan Uddin & Xie, Feixue & Hasan, Md Mahmudul, 2023. "Powerful CEOs and investment efficiency," Global Finance Journal, Elsevier, vol. 58(C).
  68. Gong, Robin Kaiji, 2023. "The local technology spillovers of multinational firms," Journal of International Economics, Elsevier, vol. 144(C).
  69. Schauer, Catharina & Elsas, Ralf & Breitkopf, Nikolas, 2019. "A new measure of financial constraints applicable to private and public firms," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 270-295.
  70. Loic Mar'echal & Nathan Monnet, 2024. "Disentangling the sources of cyber risk premia," Papers 2409.08728, arXiv.org.
  71. Bu, Ya & Du, Xin & Wang, Yuting & Liu, Shuyu & Tang, Min & Li, Hui, 2024. "Digital inclusive finance: A lever for SME financing?," International Review of Financial Analysis, Elsevier, vol. 93(C).
  72. Abukari, Kobana & Dutta, Shantanu & Li, Chen & Tang, Songlian & Zhu, Pengcheng, 2024. "Corporate communication and likelihood of data breaches," International Review of Economics & Finance, Elsevier, vol. 94(C).
  73. Li, Tongxia & Lu, Chun & Routledge, James, 2023. "Brand capital on debt maturity structure," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(3).
  74. 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.
  75. Bakarich, Kathleen M. & Hossain, Mahmud & Hossain, Mahmud & Weintrop, Joseph, 2019. "Different time, different tone: Company life cycle," Journal of Contemporary Accounting and Economics, Elsevier, vol. 15(1), pages 69-86.
  76. Banerjee, Pradip, 2022. "Nature of financial constraints and R&D intensity," Finance Research Letters, Elsevier, vol. 50(C).
  77. Dang, Tri Vi & Wang, Youan & Wang, Zigan, 2022. "The role of financial constraints in firm investment under pollution abatement regulation," Journal of Corporate Finance, Elsevier, vol. 76(C).
  78. Li, Xiafei & Luo, Di, 2019. "Financial constraints, stock liquidity, and stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
  79. Toan Luu Duc Huynh, 2023. "When Elon Musk Changes his Tone, Does Bitcoin Adjust Its Tune?," Computational Economics, Springer;Society for Computational Economics, vol. 62(2), pages 639-661, August.
  80. Huynh, Toan Luu Duc, 2021. "Does Bitcoin React to Trump’s Tweets?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
  81. Chindasombatcharoen, Pongsapak & Chatjuthamard, Pattanaporn & Jiraporn, Pornsit, 2023. "Corporate culture, cultural diversification, and independent directors: Evidence from earnings conference calls," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
  82. Crocker H. Liu & Adam Nowak & Patrick S. Smith, 2018. "Does the Asset Pricing Premium Reflect Asymmetric or Incomplete Information?," Working Papers 18-06, Department of Economics, West Virginia University.
  83. Craja, Patricia & Kim, Alisa & Lessmann, Stefan, 2020. "Deep Learning application for fraud detection in financial statements," IRTG 1792 Discussion Papers 2020-007, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
  84. Li, Chao & Keeley, Alexander Ryota & Takeda, Shutaro & Seki, Daikichi & Managi, Shunsuke, 2024. "Investor’s ESG Tendency Probed by Pre-trained Transformers," MPRA Paper 122756, University Library of Munich, Germany.
  85. Chatjuthamard, Pattanaporn & Ongsakul, Viput & Jiraporn, Pornsit, 2022. "Corporate complexity, managerial myopia, and hostile takeover exposure: Evidence from textual analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 33(C).
  86. Schäper, Thomas & Jung, Christopher & Foege, Johann Nils & Bogers, Marcel L.A.M. & Fainshmidt, Stav & Nüesch, Stephan, 2023. "The S-shaped relationship between open innovation and financial performance: A longitudinal perspective using a novel text-based measure," Research Policy, Elsevier, vol. 52(6).
  87. Ongsakul, Viput & Chatjuthamard, Pattanaporn & Jiraporn, Pornsit & Chaivisuttangkun, Sirithida, 2021. "Corporate integrity and hostile takeover threats: Evidence from machine learning and “CEO luck”," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
  88. Yicheng Wang & Brian Wright, 2024. "Tax-strategy-related words, firm’s ability, and tax avoidance," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 21(4), pages 685-713, December.
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