News-Induced Dynamic Networks for Market Signaling: Understanding the Impact of News on Firm Equity Value
Published Online:17 Feb 2021https://doi.org/10.1287/isre.2020.0969
Reference
- (2012) The network origins of aggregate fluctuations. Econometrica 80(5):1977–2016.Crossref, Google Scholar
- (2017) Co-search attention and stock return predictability in supply-chains. Inform. Systems Res. 28(2):265–288.Link, Google Scholar
- (2015) Investor attention and stock market volatility. Rev. Financial Stud. 28(1):33–72.Crossref, Google Scholar
- (2004) Is all that talk just noise? The information content of Internet stock message boards. J. Finance 59(3):1259–1294.Google Scholar
- (2013) Inter-industry network structure and the cross-predictability of earnings and stock returns. Rev. Accounting Stud. 19(3):1191–1224.Crossref, Google Scholar
- (2000) Predicting stock returns using industry-relative firm characteristics. Preprint, submitted July 5, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=213872.Google Scholar
- (1992) Industrial Networks: A New View of Reality (Routledge, London).Google Scholar
- (2005) Rational inattention: A solution to the forward discount puzzle. Working paper, National Bureau of Economic Research, Cambridge, MA.Google Scholar
- (2013) Assesssment of a supply chain-based indicator for stock trading. Augmented Trader (blog) (July 26), https://augmentedtrader.com/2013/07/26/assessment-of-a-supply-chain-based-indicator-for-stock-trading/.Google Scholar
- (1997) The social fabric of a team-based MBA Program: Network effects on student satisfaction and performance. Acad. Management J. 40(6):1369–1397.Crossref, Google Scholar
- (2008) Competitor mining with the web. IEEE Trans. Knowledge Data Engrg. 20(10):1297–1310.Crossref, Google Scholar
- (2018) Can Twitter help predict firm-level earnings and stock returns? Accounting Rev. 93(3):25–57.Crossref, Google Scholar
- (2001) Bad is stronger than good. Rev. Gen. Psych. 5(4):323–370.Crossref, Google Scholar
- (2010) When it cannot get better or worse: The asymmetric impact of good and bad news on bond returns in expansions and recessions. Rev. Finance 14(1):119–155.Crossref, Google Scholar
- (2011) Product market competition, managerial incentives and firm valuation. Eur. Financial Management 17(2):331–366.Crossref, Google Scholar
- (1997) Dynamics of business networks–Cooperation and competition among competitors. 13th Annual IMP Conf., September 1997, Lyon, France.Google Scholar
- (2009) A machine learning approach to sentiment analysis in multilingual Web texts. Inform. Retrieval 12:526–558.Crossref, Google Scholar
- (2013) Which news moves stock prices? A textual analysis. Working paper, National Bureau of Economic Research, Cambridge, MA.Google Scholar
- (2010) Making words work: Using financial text as a predictor of financial events. Decision Support Systems 50(1):164–175.Crossref, Google Scholar
- (1994) Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessment instruments in psychology. Psych. Assessment 6(4):284–290.Crossref, Google Scholar
- (1988) Cognitive mapping. Eur. J. Oper. Res. 36(1):1–13.Crossref, Google Scholar
- (2013) Impact of dynamic corporate news networks on asset return and volatility. IEEE Internat. Conf. Social Comput. (Institute of Electrical and Electronics Engineers, Piscataway, NJ), 809–814.Google Scholar
- (2007) Yahoo! for Amazon: Sentiment extraction from small talk on the web. Management Sci. 53(9):1375–1388.Link, Google Scholar
- (2008) The impact of nonaudit service fee levels on investors’ perception of auditor independence. Behav. Res. Accounting 20(1):31–44.Crossref, Google Scholar
- (2018) The interaction between microblog sentiment and stock return: An empirical examination. MIS Quart. 42(3):895–918.Crossref, Google Scholar
- (1998) The relational view: Cooperative strategy and sources of interorganizational competitive advantages. Acad. Management J. 23(4):660–679.Google Scholar
- (1993) Common risk factors in the returns on stocks and bonds. J. Financial Econom. 33(1):3–56.Crossref, Google Scholar
- (2003) The allocation of attention: Theory and evidence. Preprint, submitted September 16, https://papers.ssrn.com/abstract_id=444840.Google Scholar
- (2013) Business networks, firm connectivity and firm policies. Preprint, submitted Oct 31, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2346756.Google Scholar
- (2001) Cooperative networks and competitive dynamics: A structural embeddedness perspective. Acad. Management Rev. 26(3):431–445.Crossref, Google Scholar
- (2006) Impact of co-opetition on firm competitive behavior: An empirical examination. J. Management 32(4):507–530.Crossref, Google Scholar
- (2013) Automated news reading: Stock price prediction based on financial news using context-capturing features. Decision Support Systems 55(3):685–697.Crossref, Google Scholar
- (1996) Do people prefer to pass along good or bad news? Valence and relevance of news as predictors of transmission propensity. Organ. Behav. Human Decision Processes 68(2):79–94.Crossref, Google Scholar
- (2007) Whom you know matters: Venture capital networks and investment performance. J. Finance 62(1):251–301.Crossref, Google Scholar
- (2015) Information dissemination via electronic word-of-mouth: Good news travels fast, bad news travels faster! Comput. Human Behav. 45:273–280.Crossref, Google Scholar
- (2018) Analyst information discovery and interpretation roles: A topic modeling approach. Management Sci. 64(6):2833–2855.Link, Google Scholar
- (2001) Contagious speculation and a cure for cancer: A nonevent that made stock prices soar. J. Finance 56(1):387–396.Crossref, Google Scholar
- (2017) Stock price reaction to news: The joint effect of tone and attention on momentum. J. Behav. Finance 18(3):304–328.Crossref, Google Scholar
- (2011) Target-dependent Twitter sentiment classification. Proc. 49th Annual Meeting Assoc. Comput. Linguistics: Human Language Tech. (Association for Computational Linguistics, Stroudsburg, PA), 151–160.Google Scholar
- (2014) Analyzing firm-specific social media and market: A stakeholder-based event analysis framework. Decision Support Systems 67(November):30–39.Crossref, Google Scholar
- (2012) Mining dynamic social networks from public news articles for company value prediction. Soc. Network Anal. Mining 2(3):217–228.Crossref, Google Scholar
- (2006) Mining comparative sentences and relations. Cohn A, ed. Proc. 21st Natl. Conf. Artificial Intelligence, vol. 2 (Association for Advancement of Artificial Intelligence, Menlo Park, CA), 1331–1336.Google Scholar
- (2008) Designing alliance networks: The influence of network position, environmental change, and strategy on firm performance. Strategic Management J. 29(6):639–661.Crossref, Google Scholar
- (1977) The measure of observer agreement for categorical data. Biometrics 33(1):159–174.Crossref, Google Scholar
- (2013)Boardroom centrality and firm performance. J. Accounting Econom. 55(2–3):225–250.Google Scholar
- (1991) Coherence in semantic representations: Text comprehension and acquisition of concepts. Adv. Psych. 79:205–221.Google Scholar
- (2017) Network analysis of search dynamics: The case of stock habitats. Management Sci. 63(8):2667–2687.Link, Google Scholar
- (2010) The information content of forward-looking statements in corporate filings-a naive Bayesian machine learning approach. J. Accounting Res. 48(5):1049–1102.Crossref, Google Scholar
- (2015) Aspect sentiment classification. Sentiment Analysis: Mining Opinions, Sentiments, and Emotions (Cambridge University Press, Cambridge, UK), 90–136.Crossref, Google Scholar
- (2013) Social media and firm equity value. Inform. Systems Res. 24(1):146–163.Link, Google Scholar
- , Pant G, Sheng ORL (2011) Mining competitor relationships from online news: A network-based approach. Electronic Commerce Res. Appl. 10(4):418–427.Crossref, Google Scholar
- (2009) Discovering company revenue relations from news: A network approach. Decision Support Systems 47(4):408–414.Crossref, Google Scholar
- (2004) Two’s a company, three’s is a crowd? Triads in cooperative-competitive networks. Acad. Management J. 47(6):918–927.Google Scholar
- (2008) Mining financial news for major events and their impacts on the market. Proc. IEEE/WIC/ACM Internat. Conf. Web Intelligence Intelligent Agent Tech. (IEEE, Piscataway, NJ).Google Scholar
- (2010) Market segmentation and cross-predictability of returns. J. Finance 65(4):1555–1580.Crossref, Google Scholar
- (2014) Behavioral finance: New research trends, socionomics and investor emotions. Theoret. Appl. Econom. Volume: XXI(4):153–166.Google Scholar
- (2018) The determinants of voluntary strategy disclosure: An international comparison. Accounting Res. J . 31(3):423–441.Crossref, Google Scholar
- (2012) Mine your own business: Market-structure surveillance through text mining. Marketing Sci. 31(3):521–543.Link, Google Scholar
- (2016) Computer network traffic prediction: A comparison between traditional and deep learning neural networks. Internat. J. Big Data Intelligence 3(1):28–37.Crossref, Google Scholar
- (1999) The PageRank citation ranking: Bringing order to the web. Report, Stanford InfoLab, Stanford University, Stanford, CA.Google Scholar
- (2006) Investor attention, overconfidence and category learning. J. Financial Econom. 80(3):563–602.Crossref, Google Scholar
- (2016) Human capital, service innovation advantage, and business performance: The moderating roles of dynamic and competitive environments. Internat. J. Oper. Production Management 36(9):974–994.Crossref, Google Scholar
- (2007) Interorganizational networks at the network level: A review of the empirical literature on whole networks. J. Management 33(3):479–516.Crossref, Google Scholar
- (2016) How does centrality in coopetition networks matter? An empirical investigation in the mobile telephone industry. British J. Management 27(1):143–160.Crossref, Google Scholar
- (2007) Interfirm collaboration networks: The impact of large-scale network structure on firm innovation. Management Sci. 53(7):1113–1126.Link, Google Scholar
- (2012) Evaluating sentiment in financial news articles. Decision Support Systems 53(3):458–464.Crossref, Google Scholar
- (2001) Modern information retrieval: A brief overview. Bull. Tech. Committee Data Engrg . 24(4):35–43.Google Scholar
- (2015) Competition network structure and product market entry. Strategic Management J. 36(11):1688–1696.Crossref, Google Scholar
- (2011) A dynamic model of the effect of online communications on firm sales. Marketing Sci. 30(4): 702–716.Link, Google Scholar
- (2001) Social networks and the performance of individuals and groups. Acad. Management J. 44(2):316–325.Crossref, Google Scholar
- (2011) News or noise? The stock market reaction to different types of company-specific news events. Preprint, submitted January 5, https://papers.ssrn.com/abstract_id=1734632.Google Scholar
- (2014) Emotions and information diffusion in social media-sentiment of microblogs and sharing behavior. J. Management Inform. Systems 29(4):217–248.Crossref, Google Scholar
- (2010) Does public financial news resolve asymmetric information? Rev. Financial Stud. 23(9):3520–3557.Crossref, Google Scholar
- (2012) Does chatter matter? The impact of online consumer generated content on a firm’s financial performance. Marketing Sci. 31(2):198–215.Link, Google Scholar
- (2018) Leveraging financial social media data for corporate fraud detection. J. Management Inform. Systems 35(2):461–487.Crossref, Google Scholar
- (2016) Shock spillover and financial response in supply chain networks: Evidence from firm-level data. Working paper, University of Chicago, Chicago.Google Scholar
- (2007) On competitive relationship networks: A new method for industrial competition analysis. Physica A: Statist. Mechanics Its Appl. 382(2):704–714.Google Scholar
- (2005) Benefiting from network position: Firm capabilities, structural holes, and performance. Strategic Management J. 26(9):809–825.Crossref, Google Scholar
- (1996) Technology strategy and financial performance: Examining the moderating role of the firm’s competitive environment. J. Bus. Venturing 11(3):189–219.Crossref, Google Scholar

