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Measuring Corporate Culture Using Machine Learning

In: Big Data: Long-Term Implications for Financial Markets and Firms

Citations

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Cited by:

  1. Hasan, Tahseen & John, Kose & Teng, Haimeng & Wu, Qiang, 2024. "Creative corporate culture and corporate tax avoidance," The British Accounting Review, Elsevier, vol. 56(3).
  2. Xiong, Jiwei & Wang, Tao & Yang, Haibin, 2024. "Innovation search after failure: The role of peers," Journal of Business Research, Elsevier, vol. 183(C).
  3. García, Raffi E. & Harithsa, Jyothsna G. & Owusu, Abena, 2024. "Adding stress in banking: Stress tests and risk-taking sentiments," Journal of Corporate Finance, Elsevier, vol. 87(C).
  4. Li, Hong-Quan & Yang, Yang & Xue, Feng-Wan & Liu, Zhi-Yi, 2024. "Annual report readability and trade credit financing: Evidence from China," Research in International Business and Finance, Elsevier, vol. 69(C).
  5. Tang, Jinghua & Liu, Qigui, 2024. "R&D tax incentive policy, intellectual property right protection, and corporate innovation in an emerging market," Research in International Business and Finance, Elsevier, vol. 69(C).
  6. Doron Reichmann & Rouven Möller & Tobias Hertel, 2022. "Nothing but good intentions: the search for equity and stock price crash risk," Journal of Business Economics, Springer, vol. 92(9), pages 1455-1489, November.
  7. Michalski, Lachlan & Low, Rand Kwong Yew, 2024. "Determinants of corporate credit ratings: Does ESG matter?," International Review of Financial Analysis, Elsevier, vol. 94(C).
  8. 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).
  9. Dang, Man & Puwanenthiren, Premkanth & Jones, Edward & Bui, Nguyen & Le, Thuy Dung, 2024. "Does corporate culture shape “Tone at the Top”? Evidence from earnings calls," Finance Research Letters, Elsevier, vol. 59(C).
  10. Maria Saveria Mavillonio, 2024. "Natural Language Processing Techniques for Long Financial Document," Discussion Papers 2024/317, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  11. Zaman, Rashid, 2024. "When corporate culture matters: The case of stakeholder violations," The British Accounting Review, Elsevier, vol. 56(1).
  12. Cumming, Douglas & Köchling, Gerrit & Neukirchen, Daniel & Posch, Peter N., 2024. "How does corporate culture affect IPO price formation?," Journal of Banking & Finance, Elsevier, vol. 163(C).
  13. Liu, Qigui & Wang, Junyi & Chi, Wenqiang, 2022. "The spillover effects of innovation content disclosure in MD&A," Pacific-Basin Finance Journal, Elsevier, vol. 76(C).
  14. Boubaker, Sabri & Hasan, Mostafa Monzur & Habib, Ahsan, 2022. "Organization capital, tournament incentives and firm performance," Finance Research Letters, Elsevier, vol. 46(PB).
  15. Bao, Xin & Han, Meini & Lau, Raymond & Xu, Xiaowei, 2024. "Corporate integrity culture and credit rating assessment," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 93(C).
  16. Manish Jha & Jialin Qian & Michael Weber & Baozhong Yang, 2024. "ChatGPT and Corporate Policies," Papers 2409.17933, arXiv.org.
  17. Graham, John R. & Grennan, Jillian & Harvey, Campbell R. & Rajgopal, Shivaram, 2022. "Corporate culture: Evidence from the field," Journal of Financial Economics, Elsevier, vol. 146(2), pages 552-593.
  18. Fay, Scott & Feng, Cong & Patel, Pankaj C., 2022. "Staying small, staying strong? Retail store underexpansion and retailer profitability," Journal of Business Research, Elsevier, vol. 144(C), pages 663-678.
  19. Yiqiang Zhou & Lianghua Chen & Yan Zhang & Wan Li, 2024. "“Environmental disclosure greenwashing” and corporate value: The premium effect and premium devalue of environmental information," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 2424-2438, May.
  20. Hossain, Ashrafee & Hossain, Takdir & Jha, Anand & Mougoué, Mbodja, 2023. "Credit ratings and social capital," Journal of Corporate Finance, Elsevier, vol. 78(C).
  21. Cumming, Douglas & Köchling, Gerrit & Neukirchen, Daniel & Posch, Peter, 2022. "Does Corporate Culture Influence IPO Pricing?," VfS Annual Conference 2022 (Basel): Big Data in Economics 264105, Verein für Socialpolitik / German Economic Association.
  22. Hiep Ngoc Luu & Lan Thi Mai Nguyen & Kieu Trang Vu & Loan Quynh Thi Nguyen, 2023. "The impact of organizational culture on bank stability," Review of Quantitative Finance and Accounting, Springer, vol. 61(2), pages 501-533, August.
  23. Barrington-Leigh, C.P., 2024. "The econometrics of happiness: Are we underestimating the returns to education and income?," Journal of Public Economics, Elsevier, vol. 230(C).
  24. Jin, Zuben, 2024. "Business aspects in focus, investor underreaction and return predictability," Journal of Corporate Finance, Elsevier, vol. 84(C).
  25. Victor Duarte & Diogo Duarte & Dejanir H. Silva, 2024. "Machine Learning for Continuous-Time Finance," CESifo Working Paper Series 10909, CESifo.
  26. 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.
  27. Hoang, Daniel & Wiegratz, Kevin, 2022. "Machine learning methods in finance: Recent applications and prospects," Working Paper Series in Economics 158, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
  28. Wang, Sumingyue & Wang, Xinlu & Xu, Liang, 2023. "Debt maturity structure and the quality of risk disclosures," Journal of Corporate Finance, Elsevier, vol. 83(C).
  29. Shen, Lingbo, 2022. "Essays on behavioral finance and corporate finance," Other publications TiSEM a9b98a25-a208-4ba6-9344-9, Tilburg University, School of Economics and Management.
  30. Fang, Xubing & Liu, Maotao, 2024. "How does the digital transformation drive digital technology innovation of enterprises? Evidence from enterprise's digital patents," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  31. Gary B. Gorton & Alexander K. Zentefis, 2024. "Corporate culture as a theory of the firm," Economica, London School of Economics and Political Science, vol. 91(364), pages 1391-1423, October.
  32. Wang, Xinyu & Zhao, Jing, 2023. "The green reputation: Corporate culture and environmental reputation risk," Finance Research Letters, Elsevier, vol. 58(PA).
  33. Spencer Barnes, 2024. "Discrimination announcements, employee opinion, and capital structure: Evidence from the EEOC," The Financial Review, Eastern Finance Association, vol. 59(3), pages 745-777, August.
  34. Afzali, Mansoor, 2023. "Corporate culture and financial statement comparability," Advances in accounting, Elsevier, vol. 60(C).
  35. Zhang, Qianqian & Jiang, Chunzi & Liu, Baohua & Chan, Kam C., 2024. "Small but salient: Minority shareholders’ innovation attention in interactive online platforms and corporate innovation," The North American Journal of Economics and Finance, Elsevier, vol. 69(PB).
  36. Yasheng Chen & Xian Huang & Zhuojun Wu, 2023. "From natural language to accounting entries using a natural language processing method," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 3781-3795, December.
  37. Liu, Qigui & Chi, Wenqiang & Wang, Junyi, 2024. "How informative is question-and-answer similarity to financial analysts? Evidence from Chinese earnings communication conferences," Economic Modelling, Elsevier, vol. 135(C).
  38. Liu, Chenyong & Ryan, David & Lin, Guoyu & Xu, Chunhao, 2023. "No rose without a thorn: Corporate teamwork culture and financial statement misconduct," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
  39. Anahit Mkrtchyan, & Sandvik, Jason & Xu, Da, 2024. "Employee responses to CEO activism," Journal of Accounting and Economics, Elsevier, vol. 78(1).
  40. Shuili Du & Assaad El Akremi & Ming Jia, 2023. "Quantitative Research on Corporate Social Responsibility: A Quest for Relevance and Rigor in a Quickly Evolving, Turbulent World," Journal of Business Ethics, Springer, vol. 187(1), pages 1-15, September.
  41. John (Jianqiu) Bai & Wang Jin & Matthew Serfling, 2022. "Management Practices and Mergers and Acquisitions," Management Science, INFORMS, vol. 68(3), pages 2141-2165, March.
  42. 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).
  43. Datta, Sudip & Doan, Trang & Toscano, Francesca, 2023. "Top executive gender, corporate culture, and the value of corporate cash holdings," Journal of Financial Stability, Elsevier, vol. 67(C).
  44. Ersahin, Nuri & Giannetti, Mariassunta & Huang, Ruidi, 2024. "Supply chain risk: Changes in supplier composition and vertical integration," Journal of International Economics, Elsevier, vol. 147(C).
  45. Li, Ang & Liu, Mark & Sheather, Simon, 2023. "Predicting stock splits using ensemble machine learning and SMOTE oversampling," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
  46. Huang, Yin-Siang & Lee, Cheng-Few & Lin, Chih-Yung, 2023. "Applications of fixed effect models to managerial risk-taking incentives," The Quarterly Review of Economics and Finance, Elsevier, vol. 92(C), pages 249-261.
  47. Costa, Mabel D. & Habib, Ahsan, 2023. "Local creative culture and audit fees," The British Accounting Review, Elsevier, vol. 55(2).
  48. O’Reilly, Charles & Cao, Xubo & Sull, Donald, 2024. "Organizational culture archetypes and firm performance," Journal of Business Research, Elsevier, vol. 182(C).
  49. Jin Dai & Chong Gao & Qian Sun, 2024. "Employee stock ownership plans and capital expenditures in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(4), pages 4095-4130, December.
  50. Gao, Lei & Han, Jianlei & Pan, Zheyao & Zhang, Huixuan, 2023. "Individualistic CEO and corporate innovation: Evidence from U.S. frontier culture," Research Policy, Elsevier, vol. 52(9).
  51. Xin Xu & Feng Xiong & Zhe An, 2023. "Using Machine Learning to Predict Corporate Fraud: Evidence Based on the GONE Framework," Journal of Business Ethics, Springer, vol. 186(1), pages 137-158, August.
  52. Chen, Ting-Hsuan & Liu, Shih-Ching & Wu, Chia-Hui, 2024. "The influence of CEO ethics on climate change policy from the perspective of utilitarianism and deontology," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
  53. Hasan, Mostafa Monzur, 2022. "Corporate culture and bank debt," Finance Research Letters, Elsevier, vol. 49(C).
  54. Xue, Xingnan & Hu, Nan, 2023. "Economic policy uncertainty and imitation behaviors of corporate social responsibility practices: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
  55. Yao Ge & Zheng Qiao & Zhe Shen & Zhiyu Zhang, 2023. "Production similarity and the cross‐section of stock returns: A machine learning approach," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(5), pages 4849-4882, December.
  56. Tri Minh Phan, 2024. "Sentiment-semantic word vectors: A new method to estimate management sentiment," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 160(1), pages 1-22, December.
  57. Hou, Chenxue & Wang, Qijian, 2023. "CSRC oral communication and corporate disclosure," Journal of Corporate Finance, Elsevier, vol. 79(C).
  58. Amore, Mario Daniele & Bennedsen, Morten & Larsen, Birthe, 2022. "Neighborhood CEOs," CEPR Discussion Papers 17333, C.E.P.R. Discussion Papers.
    • Amore, Mario Daniele & Bennedsen, Morten & Larsen, Birthe, 2022. "Neighborhood CEOs," Working Papers 10-2022, Copenhagen Business School, Department of Economics.
  59. Cai Li & Luyu Li & Jiaqi Zheng & Jizhi Wang & Yi Yuan & Zezhong Lv & Yinghao Wei & Qihang Han & Jiatong Gao & Wenhao Liu, 2022. "China’s Public Firms’ Attitudes towards Environmental Protection Based on Sentiment Analysis and Random Forest Models," Sustainability, MDPI, vol. 14(9), pages 1-27, April.
  60. 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.
  61. Semeyutin, Artur & Kaawach, Said & Kara, Alper, 2023. "CEO risk-culture, bank stability and the case of the Silicon Valley Bank," Economics Letters, Elsevier, vol. 233(C).
  62. 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).
  63. Lin, Tse-Chun & Pursiainen, Vesa, 2023. "Social trust distance in mergers and acquisitions," Journal of Banking & Finance, Elsevier, vol. 149(C).
  64. Luminita Enache & Hila Fogel‐Yaari & Heather Li, 2022. "Signalling long‐term focus through textual emphasis on innovation: are firms putting their money where their mouth is?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(3), pages 3791-3836, September.
  65. Thi Nguyen, Loan Quynh & Matousek, Roman & Muradoglu, Gulnur, 2024. "Bank capital, liquidity creation and the moderating role of bank culture: An investigation using a machine learning approach," Journal of Financial Stability, Elsevier, vol. 72(C).
  66. Douglas Cumming & Fanyu Lu & Limin Xu & Chia-Feng (Jeffrey) Yu, 2024. "Are Companies Offloading Risk onto Employees in Times of Uncertainty? Insights from Corporate Pension Plans," Journal of Business Ethics, Springer, vol. 195(3), pages 579-598, December.
  67. Tian, Yonggang & Ang, James S. & Fu, Panpan & Ma, Chaoqun & Wang, Xiuhua, 2024. "Does social trust mitigate insiders' opportunistic behaviors? Evidence from insider trading," Global Finance Journal, Elsevier, vol. 59(C).
  68. Cheng, Sirui & Hua, Xiuping & Wang, Qingfeng, 2023. "Corporate culture and firm resilience in China: Evidence from the Sino-US trade war," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
  69. Lei, Lei & Zhang, Dayong & Ji, Qiang & Guo, Kun & Wu, Fei, 2023. "A text-based managerial climate attention index of listed firms in China," Finance Research Letters, Elsevier, vol. 55(PA).
  70. Agam Shah & Arnav Hiray & Pratvi Shah & Arkaprabha Banerjee & Anushka Singh & Dheeraj Eidnani & Sahasra Chava & Bhaskar Chaudhury & Sudheer Chava, 2024. "Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis," Papers 2402.11728, arXiv.org, revised Oct 2024.
  71. Bei Yan & Feng Mai & Chaojiang Wu & Rui Chen & Xiaolin Li, 2024. "A Computational Framework for Understanding Firm Communication During Disasters," Information Systems Research, INFORMS, vol. 35(2), pages 590-608, June.
  72. Huimin (Amy) Chen & Bill B. Francis & Tahseen Hasan & Qiang Wu, 2022. "Does corporate culture impact audit pricing? Evidence from textual analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(5-6), pages 778-806, May.
  73. Yang, Jinglan & Liu, Jianghuai & Yao, Zheng & Ma, Chaoqun, 2024. "Measuring digitalization capabilities using machine learning," Research in International Business and Finance, Elsevier, vol. 70(PB).
  74. S. Thomas Kim & Li Sun, 2024. "Corporate Culture, Special Items, and Firm Performance," IJFS, MDPI, vol. 12(3), pages 1-21, August.
  75. Zhang, John Fan & Wang, Yang & Du, Qingjie, 2024. "The impact of cultural distance on fund transfers in the internal capital market," Journal of Banking & Finance, Elsevier, vol. 165(C).
  76. Tian, Ye & Chen, Songbo & Dai, Li, 2024. "How climate risk drives corporate green innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 59(C).
  77. Luisa Faust & Maura Kolbe & Sasan Mansouri & Paul P. Momtaz, 2022. "The Crowdfunding of Altruism," JRFM, MDPI, vol. 15(3), pages 1-29, March.
  78. Alex Kim & Maximilian Muhn & Valeri Nikolaev, 2023. "Bloated Disclosures: Can ChatGPT Help Investors Process Information?," Papers 2306.10224, arXiv.org, revised Feb 2024.
  79. Zijia Du & Alan Guoming Huang & Russ Wermers & Wenfeng Wu, 2022. "Language and Domain Specificity: A Chinese Financial Sentiment Dictionary [The effects of analyst-country institutions on biased research: Evidence from target prices]," Review of Finance, European Finance Association, vol. 26(3), pages 673-719.
  80. Ding, Guolei & Lei, Jin & Liu, Yunxiao & Wang, Zhen, 2024. "Supplier–customer cultural similarity and supplier performance," Journal of Banking & Finance, Elsevier, vol. 163(C).
  81. Amini, Shahram & Elmore, Ryan & Öztekin, Özde & Strauss, Jack, 2021. "Can machines learn capital structure dynamics?," Journal of Corporate Finance, Elsevier, vol. 70(C).
  82. Liu, Tingting & Lu, Zhongjin (Gene) & Shu, Tao & Wei, Fengrong, 2022. "Unique bidder-target relatedness and synergies creation in mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 73(C).
  83. Dan Palmon & Yifei Chen & Biao Chen, 2024. "Corporate Social Responsibility and Information Asymmetry: Do Earnings Conference Calls Play a Role?," Journal of Business Ethics, Springer, vol. 194(1), pages 77-101, September.
  84. Byeongchan An & Robert Bushman & Anya Kleymenova & Rimmy E. Tomy, 2024. "Bank Supervision and Organizational Capital: The Case of Minority Lending," Journal of Accounting Research, Wiley Blackwell, vol. 62(2), pages 505-549, May.
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