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More Than Words: Quantifying Language to Measure Firms' Fundamentals

Citations

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Cited by:

  1. David F. Larcker & Anastasia A. Zakolyukina, 2012. "Detecting Deceptive Discussions in Conference Calls," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 495-540, May.
  2. Nyman, Rickard & Kapadia, Sujit & Tuckett, David, 2021. "News and narratives in financial systems: Exploiting big data for systemic risk assessment," Journal of Economic Dynamics and Control, Elsevier, vol. 127(C).
  3. Iatridis, George Emmanuel, 2016. "Financial reporting language in financial statements: Does pessimism restrict the potential for managerial opportunism?," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 1-17.
  4. Lauren Cohen & Christopher Malloy & Quoc Nguyen, 2018. "Lazy Prices," NBER Working Papers 25084, National Bureau of Economic Research, Inc.
  5. Ardia, David & Bluteau, Keven & Boudt, Kris, 2022. "Media abnormal tone, earnings announcements, and the stock market," Journal of Financial Markets, Elsevier, vol. 61(C).
  6. Lee, Michael T. & Raschke, Robyn L. & Krishen, Anjala S., 2022. "Signaling green! firm ESG signals in an interconnected environment that promote brand valuation," Journal of Business Research, Elsevier, vol. 138(C), pages 1-11.
  7. Robert M. Bushman & Christopher D. Williams & Regina Wittenberg‐Moerman, 2017. "The Informational Role of the Media in Private Lending," Journal of Accounting Research, Wiley Blackwell, vol. 55(1), pages 115-152, March.
  8. Savor, Pavel G., 2012. "Stock returns after major price shocks: The impact of information," Journal of Financial Economics, Elsevier, vol. 106(3), pages 635-659.
  9. Al-Nasseri, Alya & Menla Ali, Faek & Tucker, Allan, 2021. "Investor sentiment and the dispersion of stock returns: Evidence based on the social network of investors," International Review of Financial Analysis, Elsevier, vol. 78(C).
  10. 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.
  11. Rui Ding, 2016. "Disclosure of Downside Risk and Investors' Use of Qualitative Information: Evidence from the IPO Prospectus's Risk Factor Section," International Review of Finance, International Review of Finance Ltd., vol. 16(1), pages 73-126, March.
  12. Gupta, Kartick & Banerjee, Rajabrata, 2019. "Does OPEC news sentiment influence stock returns of energy firms in the United States?," Energy Economics, Elsevier, vol. 77(C), pages 34-45.
  13. Pierre Bajgrowicz & Olivier Scaillet & Adrien Treccani, 2016. "Jumps in High-Frequency Data: Spurious Detections, Dynamics, and News," Management Science, INFORMS, vol. 62(8), pages 2198-2217, August.
  14. Wisniewski, Tomasz Piotr & Yekini, Liafisu Sina, 2014. "Predicting Stock Market Returns Based on the Content of Annual Report Narrative: A New Anomaly," MPRA Paper 58107, University Library of Munich, Germany.
  15. Druz, Marina & Wagner, Alexander F. & Zeckhauser, Richard J., 2015. "Reading Managerial Tone: How Analysts and the Market Respond to Conference Calls," Working Paper Series 16-004, Harvard University, John F. Kennedy School of Government.
  16. Huang, Tao & Zhang, Xueyong, 2022. "Industry-level media tone and the cross-section of stock returns," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 59-77.
  17. Charles W. Calomiris & Nida Çakır Melek & Harry Mamaysky, 2021. "Predicting the Oil Market," NBER Working Papers 29379, National Bureau of Economic Research, Inc.
  18. Stolowy, Hervé & Jeanjean, Thomas & Erkens, Michael, 2011. "The economic consequences of increasing the international visibility of financial reports," HEC Research Papers Series 957, HEC Paris.
  19. Xi Zhang & Yunjia Zhang & Senzhang Wang & Yuntao Yao & Binxing Fang & Philip S. Yu, 2018. "Improving Stock Market Prediction via Heterogeneous Information Fusion," Papers 1801.00588, arXiv.org.
  20. Stentella Lopes, F.S., 2015. "Bank performance and corporate culture," Other publications TiSEM d1dd88b2-5eb0-4aa7-be18-9, Tilburg University, School of Economics and Management.
  21. Su, Zhi & Lu, Man & Yin, Libo, 2018. "Oil prices and news-based uncertainty: Novel evidence," Energy Economics, Elsevier, vol. 72(C), pages 331-340.
  22. Liu, Baixiao & McConnell, John J., 2013. "The role of the media in corporate governance: Do the media influence managers' capital allocation decisions?," Journal of Financial Economics, Elsevier, vol. 110(1), pages 1-17.
  23. Ding, Rong & Hou, Wenxuan & Liu, Yue (Lucy) & Zhang, John Ziyang, 2018. "Media censorship and stock price: Evidence from the foreign share discount in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 112-133.
  24. Paul Hubert & Fabien Labondance, 2016. "Central Bank Sentiment and Policy Expectations," SciencePo Working papers Main hal-03459227, HAL.
  25. David E. Allen & Michael McAleer & Abhay K. Singh, 2019. "Daily market news sentiment and stock prices," Applied Economics, Taylor & Francis Journals, vol. 51(30), pages 3212-3235, June.
  26. Cahan, Steven F. & Chen, Chen & Chen, Li & Nguyen, Nhut H., 2015. "Corporate social responsibility and media coverage," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 409-422.
  27. Yousaf, Imran & Youssef, Manel & Goodell, John W., 2022. "Quantile connectedness between sentiment and financial markets: Evidence from the S&P 500 twitter sentiment index," International Review of Financial Analysis, Elsevier, vol. 83(C).
  28. Carvalho, Carlos & Klagge, Nicholas & Moench, Emanuel, 2011. "The persistent effects of a false news shock," Journal of Empirical Finance, Elsevier, vol. 18(4), pages 597-615, September.
  29. repec:hal:spmain:info:hdl:2441/7mota32nad8aopst8f7d5aebpo is not listed on IDEAS
  30. Leung, Henry & Ton, Thai, 2015. "The impact of internet stock message boards on cross-sectional returns of small-capitalization stocks," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 37-55.
  31. Gu, Chen & Kurov, Alexander, 2020. "Informational role of social media: Evidence from Twitter sentiment," Journal of Banking & Finance, Elsevier, vol. 121(C).
  32. Li, Yuanpeng & Shi, Haina & Zhou, Yi, 2021. "The influence of the media on government decisions: Evidence from IPOs in China," Journal of Corporate Finance, Elsevier, vol. 70(C).
  33. Yan Luo & Linying Zhou, 2020. "Textual tone in corporate financial disclosures: a survey of the literature," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 17(2), pages 101-110, September.
  34. Eryka Probierz & Adam Galuszka & Katarzyna Klimczak & Karol Jedrasiak & Tomasz Wisniewski & Tomasz Dzida, 2021. "Financial Sentiment on Twitter's Community and it's Connection to Polish Stock Market Movements in Context of Behavior Modelling," European Research Studies Journal, European Research Studies Journal, vol. 0(4B), pages 56-65.
  35. Carvalho, Carlos Viana de & Cordeiro, Fernando & Vargas, Juliana, 2013. "Just Words? A Quantitative Analysis of the Communication of the Central Bank of Brazil," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 67(4), November.
  36. Ramiro Losada, 2022. "La información pública periódica de los fondos de inversión: como influyen en las decisiones de los inversores," CNMV Documentos de Trabajo CNMV Documentos de Trabaj, CNMV- Comisión Nacional del Mercado de Valores - Departamento de Estudios y Estadísticas.
  37. Alexander Kerl & Carolin Schürg & Andreas Walter, 2014. "The impact of Financial Times Deutschland news on stock prices: post-announcement drifts and inattention of investors," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 28(4), pages 409-436, November.
  38. Fabrizio Lillo & Salvatore Miccich� & Michele Tumminello & Jyrki Piilo & Rosario N. Mantegna, 2015. "How news affects the trading behaviour of different categories of investors in a financial market," Quantitative Finance, Taylor & Francis Journals, vol. 15(2), pages 213-229, February.
  39. 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).
  40. Andrew Ferguson & Tom Scott & Neil Fargher, 2016. "The determinants and market reaction to Open Briefings: an investor relations option and evidence on the effectiveness of disclosure," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 56(3), pages 803-843, September.
  41. Wu, Chunying & Xiong, Xiong & Gao, Ya & Zhang, Jin, 2022. "Does social media coverage deter firms from withholding bad news? Evidence from stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 84(C).
  42. Barakat, Ahmed & Ashby, Simon & Fenn, Paul & Bryce, Cormac, 2019. "Operational risk and reputation in financial institutions: Does media tone make a difference?," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 1-24.
  43. Pei, Duo & Vasarhelyi, Miklos A., 2020. "Big data and algorithmic trading against periodic and tangible asset reporting: The need for U-XBRL," International Journal of Accounting Information Systems, Elsevier, vol. 37(C).
  44. Hanley, Kathleen Weiss & Hoberg, Gerard, 2012. "Litigation risk, strategic disclosure and the underpricing of initial public offerings," Journal of Financial Economics, Elsevier, vol. 103(2), pages 235-254.
  45. Kim, Soon-Ho & Kim, Dongcheol, 2014. "Investor sentiment from internet message postings and the predictability of stock returns," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 708-729.
  46. Call, Andrew C. & Emett, Scott A. & Maksymov, Eldar & Sharp, Nathan Y., 2022. "Meet the press: Survey evidence on financial journalists as information intermediaries," Journal of Accounting and Economics, Elsevier, vol. 73(2).
  47. Jaroslav Bukovina, 2015. "Sentiment of a society and large-cap stock liquidity," MENDELU Working Papers in Business and Economics 2015-56, Mendel University in Brno, Faculty of Business and Economics.
  48. Omar, Ayman M.A. & Lambe, Brendan J & Wisniewski, Tomasz Piotr, 2021. "Perceptions of the threat to national security and the stock market," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 504-522.
  49. Kris Boudt & James Thewissen, 2019. "Jockeying for Position in CEO Letters: Impression Management and Sentiment Analytics," Financial Management, Financial Management Association International, vol. 48(1), pages 77-115, March.
  50. Jie Ren & Hang Dong & Balaji Padmanabhan & Jeffrey V. Nickerson, 2021. "How does social media sentiment impact mass media sentiment? A study of news in the financial markets," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(9), pages 1183-1197, September.
  51. Frydman, Roman & Goldberg, Michael D. & Mangee, Nicholas, 2015. "Knightian uncertainty and stock-price movements: Why the REH present-value model failed empirically," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-50.
  52. repec:hal:spmain:info:hdl:2441/64veevce0i99oav223j3pkv1hf is not listed on IDEAS
  53. Sergey Nasekin & Cathy Yi-Hsuan Chen, 2020. "Deep learning-based cryptocurrency sentiment construction," Digital Finance, Springer, vol. 2(1), pages 39-67, September.
  54. Steffen Nauhaus & Johannes Luger & Sebastian Raisch, 2021. "Strategic Decision Making in the Digital Age: Expert Sentiment and Corporate Capital Allocation," Journal of Management Studies, Wiley Blackwell, vol. 58(7), pages 1933-1961, November.
  55. Yi Zhang, 2022. "Analyst coverage and corporate social responsibility decoupling: Evidence from China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(3), pages 620-634, May.
  56. Marco Caiffa & Vincenzo Farina & Lucrezia Fattobene, 2020. "All that glitters is not gold: CEOs' celebrity beyond media content," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 444-460, July.
  57. Xin Li & Kun Chen & Sherry X. Sun & Terrance Fung & Huaiqing Wang & Daniel D. Zeng, 2016. "A Commonsense Knowledge-Enabled Textual Analysis Approach for Financial Market Surveillance," INFORMS Journal on Computing, INFORMS, vol. 28(2), pages 278-294, May.
  58. Anand, Vic & Bochkay, Khrystyna & Chychyla, Roman & Leone, Andrew, 2020. "Using Python for Text Analysis in Accounting Research," Foundations and Trends(R) in Accounting, now publishers, vol. 14(3-4), pages 128-359, December.
  59. Blau, Benjamin M. & DeLisle, Jared R. & Price, S. McKay, 2015. "Do sophisticated investors interpret earnings conference call tone differently than investors at large? Evidence from short sales," Journal of Corporate Finance, Elsevier, vol. 31(C), pages 203-219.
  60. Nicky J. Ferguson & Jie Michael Guo & Nicky Herbert Y.T. Lam & Dennis Philip, 2011. "Media Sentiment and UK Stock Returns," Working Papers 2011_06, Durham University Business School.
  61. Vegard Høghaug Larsen & Leif Anders Thorsrud, 2022. "Asset returns, news topics, and media effects," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 838-868, July.
  62. Laura Xiaolei Liu & Ann E. Sherman & Yong Zhang, 2014. "The Long-Run Role of the Media: Evidence from Initial Public Offerings," Management Science, INFORMS, vol. 60(8), pages 1945-1964, August.
  63. Michael D. Wang & Jie Lou & Dong Zhang & C. Simon Fan, 2022. "Measuring political and economic uncertainty: a supervised computational linguistic approach," SN Business & Economics, Springer, vol. 2(5), pages 1-17, May.
  64. Peng Xie & Jiming Wu & Hongwei Du, 2019. "The relative importance of competition to contagion: evidence from the digital currency market," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-19, December.
  65. 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.
  66. Jason V. Chen & Itay Kama & Reuven Lehavy, 2019. "A contextual analysis of the impact of managerial expectations on asymmetric cost behavior," Review of Accounting Studies, Springer, vol. 24(2), pages 665-693, June.
  67. Kamaladdin Fataliyev & Aneesh Chivukula & Mukesh Prasad & Wei Liu, 2021. "Stock Market Analysis with Text Data: A Review," Papers 2106.12985, arXiv.org, revised Jul 2021.
  68. David E. Allen & Michael McAleer & David McHardy Reid, 2018. "Fake News And Indifference To Truth: Dissecting Tweets And State Of The Union Addresses By Presidents Obama And Trump," Advances in Decision Sciences, Asia University, Taiwan, vol. 22(1), pages 180-203, December.
  69. Justyna Klejdysz & Robin L. Lumsdaine, 2023. "Shifts in ECB Communication: A Textual Analysis of the Press Conference," International Journal of Central Banking, International Journal of Central Banking, vol. 19(2), pages 473-542, June.
  70. Duan, Yuejiao & Liu, Lanbiao & Wang, Zhuo, 2021. "COVID-19 Sentiment and the Chinese Stock Market: Evidence from the Official News Media and Sina Weibo," Research in International Business and Finance, Elsevier, vol. 58(C).
  71. Jun Qi & Qinwei Chi & Ni Yang & Junyan Ouyang, 2023. "The Impact of the Tone of a Prospectus on IPO Underpricing: Evidence from China," Australian Accounting Review, CPA Australia, vol. 33(4), pages 375-390, December.
  72. Osman Yukselturk & Jon Tucker, 2015. "The impact of analyst sentiment on UK stock recommendations and target prices," Accounting and Business Research, Taylor & Francis Journals, vol. 45(6-7), pages 869-904, December.
  73. Yang Pan & Peng Huang & Anandasivam Gopal, 2019. "Storm Clouds on the Horizon? New Entry Threats and R&D Investments in the U.S. IT Industry," Information Systems Research, INFORMS, vol. 30(2), pages 540-562, June.
  74. Lee, Michael T. & Theokary, Carol, 2021. "The superstar social media influencer: Exploiting linguistic style and emotional contagion over content?," Journal of Business Research, Elsevier, vol. 132(C), pages 860-871.
  75. Aman, Hiroyuki, 2013. "An analysis of the impact of media coverage on stock price crashes and jumps: Evidence from Japan," Pacific-Basin Finance Journal, Elsevier, vol. 24(C), pages 22-38.
  76. Alejandro Lopez-Lira & Yuehua Tang, 2023. "Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language Models," Papers 2304.07619, arXiv.org, revised Sep 2023.
  77. Smales, Lee A., 2014. "Non-scheduled news arrival and high-frequency stock market dynamics," Research in International Business and Finance, Elsevier, vol. 32(C), pages 122-138.
  78. Feng He & Yaqian Feng & Lingbing Feng, 2023. "Social media information dissemination and corporate bad news hoarding," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(S1), pages 1503-1532, April.
  79. 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.
  80. Marina Druz & Alexander F. Wagner & Richard J. Zeckhauser, 2015. "Tips and Tells from Managers: How Analysts and the Market Read Between the Lines of Conference Calls," NBER Working Papers 20991, National Bureau of Economic Research, Inc.
  81. Smith, Kecia Williams, 2023. "Tell Me More: A content analysis of expanded auditor reporting in the United Kingdom," Accounting, Organizations and Society, Elsevier, vol. 108(C).
  82. Jascha-Alexander Koch & Michael Siering, 2019. "The recipe of successful crowdfunding campaigns," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(4), pages 661-679, December.
  83. Albert S. Kyle & Anna Obizhaeva & Nitish Ranjan Sinha & Tugkan Tuzun, 2017. "News Articles and Equity Trading," Working Papers w0233, Center for Economic and Financial Research (CEFIR).
  84. Hesham Bassyouny & Tarek Abdelfattah, 2022. "Executives vs. governance: Who has the predictive power? Evidence from narrative tone," Review of Quantitative Finance and Accounting, Springer, vol. 58(1), pages 361-382, January.
  85. Caporale, Guglielmo Maria & Menla Ali, Faek & Spagnolo, Fabio & Spagnolo, Nicola, 2022. "Cross-border portfolio flows and news media coverage," Journal of International Money and Finance, Elsevier, vol. 126(C).
  86. repec:fgv:epgrbe:v:67:n:4:a:3 is not listed on IDEAS
  87. Tawei Wang & Karthik N. Kannan & Jackie Rees Ulmer, 2013. "The Association Between the Disclosure and the Realization of Information Security Risk Factors," Information Systems Research, INFORMS, vol. 24(2), pages 201-218, June.
  88. Jaroslav Bukovina, 2015. "Sentiment and blue-chip returns. Firm level evidence from a dynamic threshold model," MENDELU Working Papers in Business and Economics 2015-53, Mendel University in Brno, Faculty of Business and Economics.
  89. Jiang, Hao & Li, Sophia Zhengzi & Wang, Hao, 2021. "Pervasive underreaction: Evidence from high-frequency data," Journal of Financial Economics, Elsevier, vol. 141(2), pages 573-599.
  90. Maciej Wujec, 2021. "Analysis of the Financial Information Contained in the Texts of Current Reports: A Deep Learning Approach," JRFM, MDPI, vol. 14(12), pages 1-17, December.
  91. Elizabeth Demers & Clara Vega, 2008. "Soft information in earnings announcements: news or noise?," International Finance Discussion Papers 951, Board of Governors of the Federal Reserve System (U.S.).
  92. Bannier, Christina & Pauls, Thomas & Walter, Andreas, 2017. "CEO-speeches and stock returns," CFS Working Paper Series 583, Center for Financial Studies (CFS).
  93. Vegard H�ghaug Larsen & Leif Anders Thorsrud, 2018. "Business cycle narratives," Working Papers No 6/2018, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
  94. Li, Cong-Cong & Xu, Hai-Chuan & Zhou, Wei-Xing, 2020. "News coverage and portfolio returns: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
  95. Shu-Heng Chen & Ragupathy Venkatachalam, 2017. "Information aggregation and computational intelligence," Evolutionary and Institutional Economics Review, Springer, vol. 14(1), pages 231-252, June.
  96. Groß-Klußmann, Axel & Hautsch, Nikolaus, 2011. "When machines read the news: Using automated text analytics to quantify high frequency news-implied market reactions," Journal of Empirical Finance, Elsevier, vol. 18(2), pages 321-340, March.
  97. Stefan Claus & Massimo Stella, 2022. "Natural Language Processing and Cognitive Networks Identify UK Insurers’ Trends in Investor Day Transcripts," Future Internet, MDPI, vol. 14(10), pages 1-18, October.
  98. Yu-Chen WEI & Yang-Cheng LU & I-Chi LIN, 2015. "The Impact Of Financial News And Press Freedom On Abnormal Returns Around Earnings Announcement Periods In The Shanghai, Shenzhen And Taiwan Stock Markets," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 39-59, September.
  99. Smales, Lee A., 2016. "News sentiment and bank credit risk," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 37-61.
  100. Christine Chou & Robin Clark & Steven O. Kimbrough, 2023. "What do firms say in reporting on impacts of climate change? An approach to monitoring ESG actions and environmental policy," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2664-2678, September.
  101. Hubert, Paul & Labondance, Fabien, 2021. "The signaling effects of central bank tone," European Economic Review, Elsevier, vol. 133(C).
  102. Xu, Qiao & Fernando, Guy D. & Tam, Kinsun, 2019. "Trust and firm performance: A bi-directional study," Advances in accounting, Elsevier, vol. 47(C).
  103. Chen, Cathy Yi-Hsuan & Després, Roméo & Guo, Li & Renault, Thomas, 2019. "What makes cryptocurrencies special? Investor sentiment and return predictability during the bubble," IRTG 1792 Discussion Papers 2019-016, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
  104. repec:hal:spmain:info:hdl:2441/4evh7bju58uep3gd1frcn5nr9 is not listed on IDEAS
  105. Benson, David F. & Brau, James C. & Cicon, James & Ferris, Stephen P., 2015. "Strategically camouflaged corporate governance in IPOs: Entrepreneurial masking and impression management," Journal of Business Venturing, Elsevier, vol. 30(6), pages 839-864.
  106. Gupta, Rangan & Kollias, Christos & Papadamou, Stephanos & Wohar, Mark E., 2018. "News implied volatility and the stock-bond nexus: Evidence from historical data for the USA and the UK markets," Journal of Multinational Financial Management, Elsevier, vol. 47, pages 76-90.
  107. Ramiro Losada, 2022. "Periodic public information on investment funds and how it influences investors´ decisions," CNMV Working Papers CNMV Working Papers no. 7, CNMV- Spanish Securities Markets Commission - Research and Statistics Department.
  108. Agarwal, Shweta & Kumar, Shailendra & Goel, Utkarsh, 2019. "Stock market response to information diffusion through internet sources: A literature review," International Journal of Information Management, Elsevier, vol. 45(C), pages 118-131.
  109. 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).
  110. D Aromi & A Clements, 2018. "Media attention and crude oil volatility: Is there any 'new' news in the newspaper?," NCER Working Paper Series 118, National Centre for Econometric Research.
  111. Liu, Ya-Fei & Li, Hui & Liang, Sai, 2022. "Any reputation is a good reputation: influence of investor-perceived reputation in restructuring on hospitality firm performance," Annals of Tourism Research, Elsevier, vol. 92(C).
  112. Mao, Huina & Counts, Scott & Bollen, Johan, 2015. "Quantifying the effects of online bullishness on international financial markets," Statistics Paper Series 09, European Central Bank.
  113. Pyo, Dong-Jin, 2022. "Sentiment Shock and Housing Prices: Evidence from Korea," KDI Journal of Economic Policy, Korea Development Institute (KDI), vol. 44(4), pages 79-108.
  114. Kindermann, Bastian & Beutel, Sebastian & Garcia de Lomana, Gonzalo & Strese, Steffen & Bendig, David & Brettel, Malte, 2021. "Digital orientation: Conceptualization and operationalization of a new strategic orientation," European Management Journal, Elsevier, vol. 39(5), pages 645-657.
  115. Stefan Feuerriegel & Nicolas Prollochs, 2018. "Investor Reaction to Financial Disclosures Across Topics: An Application of Latent Dirichlet Allocation," Papers 1805.03308, arXiv.org.
  116. Yang Liu & Liyan Han & Libo Yin, 2018. "Does news uncertainty matter for commodity futures markets? Heterogeneity in energy and non‐energy sectors," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(10), pages 1246-1261, October.
  117. Jonathan Manfield & Derek Lukacsko & Th'arsis T. P. Souza, 2018. "Bull Bear Balance: A Cluster Analysis of Socially Informed Financial Volatility," Papers 1811.10195, arXiv.org.
  118. Paul Hubert & Fabien Labondance, 2019. "Central bank tone and the dispersion of views within monetary policy committees," Sciences Po publications 2019 – 08, Sciences Po.
  119. Khuu, Joyce & Durand, Robert B. & Smales, Lee A., 2016. "Melancholia and Japanese stock returns – 2003 to 2012," Pacific-Basin Finance Journal, Elsevier, vol. 40(PB), pages 424-437.
  120. Steven Heston & Nitish R. Sinha, 2016. "News versus Sentiment : Predicting Stock Returns from News Stories," Finance and Economics Discussion Series 2016-048, Board of Governors of the Federal Reserve System (U.S.).
  121. Kearney, Colm & Liu, Sha, 2014. "Textual sentiment in finance: A survey of methods and models," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 171-185.
  122. Miwa, Kotaro, 2023. "Divergent opinions on social media," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 182-196.
  123. Bannigidadmath, Deepa & Narayan, Paresh Kumar, 2021. "Economic news and the cross-section of commodity futures returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
  124. Caporale, Guglielmo Maria & Spagnolo, Fabio & Spagnolo, Nicola, 2018. "Exchange rates and macro news in emerging markets," Research in International Business and Finance, Elsevier, vol. 46(C), pages 516-527.
  125. Koulikidou, Kleopatra & Chantziaras, Antonios & Dedoulis, Emmanouil & Leventis, Stergios, 2023. "Regulatory enforcement, foreignness, and language negativity: Evidence from SEC comment letters," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 51(C).
  126. An, Zhe & Chen, Chen & Naiker, Vic & Wang, Jun, 2020. "Does media coverage deter firms from withholding bad news? Evidence from stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
  127. Heusel, Nicola & Mager, Ferdinand, 2023. "Pension funding and the cross section of stock returns - The case of Germany," Journal of Banking & Finance, Elsevier, vol. 150(C).
  128. Feipeng Zhang & Yun Hong & Yanhui Jiang & Jiayi Yu, 2022. "Impact of national media reporting concerning COVID-19 on stock market in China: empirical evidence from a quantile regression," Applied Economics, Taylor & Francis Journals, vol. 54(33), pages 3861-3881, July.
  129. Ammann, Manuel & Frey, Roman & Verhofen, Michael, 2012. "Do Newspaper Articles Predict Aggregate Stock Returns?," Working Papers on Finance 1204, University of St. Gallen, School of Finance.
  130. 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.
  131. Yu-Fen Chen & Cheng-Few Lee & Fu-Lai Lin, 2023. "The influences of information demand and supply on stock price synchronicity," Review of Quantitative Finance and Accounting, Springer, vol. 61(3), pages 1151-1176, October.
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