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Measuring Corporate Culture Using Machine Learning
[Machine learning methods that economists should know about]
Citations
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Cited by:
- 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).
- 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).
- Zaman, Rashid, 2024. "When corporate culture matters: The case of stakeholder violations," The British Accounting Review, Elsevier, vol. 56(1).
- 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).
- Boubaker, Sabri & Hasan, Mostafa Monzur & Habib, Ahsan, 2022.
"Organization capital, tournament incentives and firm performance,"
Finance Research Letters, Elsevier, vol. 46(PB).
- S. Boubaker & M.M. Hasan & A. Habib, 2022. "Organization Capital, Tournament Incentives and Firm Performance," Post-Print hal-04452668, HAL.
- 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.
- John R. Graham & Campbell R. Harvey & Jillian Popadak & Shivaram Rajgopal, 2017. "Corporate Culture: Evidence from the Field," NBER Working Papers 23255, National Bureau of Economic Research, Inc.
- Hossain, Ashrafee & Hossain, Takdir & Jha, Anand & Mougoué, Mbodja, 2023. "Credit ratings and social capital," Journal of Corporate Finance, Elsevier, vol. 78(C).
- Jin, Zuben, 2024. "Business aspects in focus, investor underreaction and return predictability," Journal of Corporate Finance, Elsevier, vol. 84(C).
- Victor Duarte & Diogo Duarte & Dejanir H. Silva, 2024. "Machine Learning for Continuous-Time Finance," CESifo Working Paper Series 10909, CESifo.
- 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.
- Wang, Sumingyue & Wang, Xinlu & Xu, Liang, 2023. "Debt maturity structure and the quality of risk disclosures," Journal of Corporate Finance, Elsevier, vol. 83(C).
- 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.
- Afzali, Mansoor, 2023. "Corporate culture and financial statement comparability," Advances in accounting, Elsevier, vol. 60(C).
- 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).
- 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.
- 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.
- 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).
- 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).
- 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.
- Hasan, Mostafa Monzur, 2022. "Corporate culture and bank debt," Finance Research Letters, Elsevier, vol. 49(C).
- Hou, Chenxue & Wang, Qijian, 2023. "CSRC oral communication and corporate disclosure," Journal of Corporate Finance, Elsevier, vol. 79(C).
- 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.
- 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.
- 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).
- Christopher P Barrington-Leigh, 2018. "The econometrics of happiness: Are we underestimating the returns to education and income?," Papers 1807.11835, arXiv.org, revised Jan 2024.
- 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.
- 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).
- 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.
- 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.
- Luisa Faust & Maura Kolbe & Sasan Mansouri & Paul P. Momtaz, 2022. "The Crowdfunding of Altruism," JRFM, MDPI, vol. 15(3), pages 1-29, March.
- Alex Kim & Maximilian Muhn & Valeri Nikolaev, 2023. "Bloated Disclosures: Can ChatGPT Help Investors Process Information?," Papers 2306.10224, arXiv.org, revised Feb 2024.
- 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.
- 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.
- 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.
- 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.
- 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.
- Wang, Xinyu & Zhao, Jing, 2023. "The green reputation: Corporate culture and environmental reputation risk," Finance Research Letters, Elsevier, vol. 58(PA).
- 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).
- John (Jianqiu) Bai & Wang Jin & Matthew Serfling, 2022. "Management Practices and Mergers and Acquisitions," Management Science, INFORMS, vol. 68(3), pages 2141-2165, March.
- 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).
- 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).
- Giannetti, Mariassunta & Ersahin, Nuri & Huang, Ruidi, 2022. "Supply Chain Risk: Changes in Supplier Composition and Vertical Integration," CEPR Discussion Papers 17208, C.E.P.R. Discussion Papers.
- Nuri Ersahin & Mariassunta Giannetti & Ruidi Huang, 2023. "Supply Chain Risk: Changes in Supplier Composition and Vertical Integration," NBER Working Papers 31134, National Bureau of Economic Research, Inc.
- 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.
- Costa, Mabel D. & Habib, Ahsan, 2023. "Local creative culture and audit fees," The British Accounting Review, Elsevier, vol. 55(2).
- 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).
- 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).
- 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.
- Lin, Tse-Chun & Pursiainen, Vesa, 2023. "Social trust distance in mergers and acquisitions," Journal of Banking & Finance, Elsevier, vol. 149(C).
- 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).
- 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).
- Agam Shah & Arnav Hiray & Pratvi Shah & Arkaprabha Banerjee & Anushka Singh & Dheeraj Eidnani & 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.
- Tian, Ye & Chen, Songbo & Dai, Li, 2024. "How climate risk drives corporate green innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 59(C).
- Amini, Shahram & Elmore, Ryan & Öztekin, Özde & Strauss, Jack, 2021. "Can machines learn capital structure dynamics?," Journal of Corporate Finance, Elsevier, vol. 70(C).
- 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).