Information gain in alternative data: Evidence from e‐commerce sales and analyst earnings forecasts
Author
Abstract
Suggested Citation
DOI: 10.1002/mde.3863
Download full text from publisher
References listed on IDEAS
- Joel Peress, 2014.
"The Media and the Diffusion of Information in Financial Markets: Evidence from Newspaper Strikes,"
Journal of Finance, American Finance Association, vol. 69(5), pages 2007-2043, October.
- Peress, Joël, 2013. "The Media and the Diffusion of Information in Financial Markets: Evidence from Newspaper Strikes," CEPR Discussion Papers 9653, C.E.P.R. Discussion Papers.
- Sanjiv R. Das & Mike Y. Chen, 2007. "Yahoo! for Amazon: Sentiment Extraction from Small Talk on the Web," Management Science, INFORMS, vol. 53(9), pages 1375-1388, September.
- Huang, Jiekun, 2018. "The customer knows best: The investment value of consumer opinions," Journal of Financial Economics, Elsevier, vol. 128(1), pages 164-182.
- Choi, Tsan-Ming & Feng, Lipan & Li, Rong, 2020. "Information disclosure structure in supply chains with rental service platforms in the blockchain technology era," International Journal of Production Economics, Elsevier, vol. 221(C).
- Chen, Yong & Kelly, Bryan & Wu, Wei, 2020. "Sophisticated investors and market efficiency: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 138(2), pages 316-341.
- Barry, Christopher B. & Jennings, Robert H., 1992. "Information and Diversity of Analyst Opinion," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 27(2), pages 169-183, June.
- repec:diw:diwwpp:dp485 is not listed on IDEAS
- Wanyi Chen & Liguang Zhang & Pinyan Jiang & Fanli Meng & Qianyi Sun, 2022. "Can digital transformation improve the information environment of the capital market? Evidence from the analysts' prediction behaviour," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2543-2578, June.
- Jay Heon Jung & Sonya S. Lim & Jinhan Pae & Choong-Yuel Yoo, 2017. "Do analysts who understand accounting conservatism exhibit better forecasting performance?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(7-8), pages 953-985, July.
- Datta, Sudip & Doan, Trang & Iskandar-Datta, Mai, 2022. "Top executives’ gender and analysts' earnings forecasts," Finance Research Letters, Elsevier, vol. 47(PA).
- Volkan Muslu & Sunay Mutlu & Suresh Radhakrishnan & Albert Tsang, 2019. "Corporate Social Responsibility Report Narratives and Analyst Forecast Accuracy," Journal of Business Ethics, Springer, vol. 154(4), pages 1119-1142, February.
- Kato, Takao & Long, Cheryl, 2006. "CEO Turnover, Firm Performance and Enterprise Reform in China: Evidence from New Micro Data," IZA Discussion Papers 1914, Institute of Labor Economics (IZA).
- Jiang, Hong & Murmann, Johann Peter, 2022. "The Rise of China's Digital Economy: An Overview," Management and Organization Review, Cambridge University Press, vol. 18(4), pages 790-802, August.
- Siong Hook Law & Sylviana Maya Damayanti & Ali M Kutan & Irwan Trinugroho, 2022. "Non-linearity and the threshold effect of transparency on economic growth: evidence from developing countries," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 25(4), pages 388-414, October.
- Jarrad Harford & Feng Jiang & Rong Wang & Fei Xie, 2019. "Analyst Career Concerns, Effort Allocation, and Firms’ Information Environment," The Review of Financial Studies, Society for Financial Studies, vol. 32(6), pages 2179-2224.
- Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
- Xu, Yongxin & Xuan, Yuhao & Zheng, Gaoping, 2021. "Internet searching and stock price crash risk: Evidence from a quasi-natural experiment," Journal of Financial Economics, Elsevier, vol. 141(1), pages 255-275.
- Goldstein, Itay & Yang, Liyan, 2019.
"Good disclosure, bad disclosure,"
Journal of Financial Economics, Elsevier, vol. 131(1), pages 118-138.
- Liyan Yang & Itay Goldstein, 2014. "Good Disclosure, Bad Disclosure," 2014 Meeting Papers 42, Society for Economic Dynamics.
- Fangfei Ding & Wenting Luo & Xiaolin Hao & Lei Zhang, 2017. "Does IFRS Adoption Increase the Accuracy of Chinese Analysts’ Forecasts?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(5), pages 1107-1121, May.
- Aydoḡan Alti, 2003. "How Sensitive Is Investment to Cash Flow When Financing Is Frictionless?," Journal of Finance, American Finance Association, vol. 58(2), pages 707-722, April.
- X. Frank Zhang, 2006. "Information Uncertainty and Analyst Forecast Behavior," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 565-590, June.
- Casey Dougal & Joseph Engelberg & Diego García & Christopher A. Parsons, 2012. "Journalists and the Stock Market," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 639-679.
- Abarbanell, Jeffery S. & Lanen, William N. & Verrecchia, Robert E., 1995. "Analysts' forecasts as proxies for investor beliefs in empirical research," Journal of Accounting and Economics, Elsevier, vol. 20(1), pages 31-60, July.
- Marco Caliendo & Sabine Kopeinig, 2008.
"Some Practical Guidance For The Implementation Of Propensity Score Matching,"
Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
- Caliendo, Marco & Kopeinig, Sabine, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," IZA Discussion Papers 1588, Institute of Labor Economics (IZA).
- Marco Caliendo & Sabine Kopeinig, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," Discussion Papers of DIW Berlin 485, DIW Berlin, German Institute for Economic Research.
- Sumit Agarwal & Wenlan Qian & Xin Zou, 2021. "Disaggregated Sales and Stock Returns," Management Science, INFORMS, vol. 67(11), pages 7167-7183, November.
- Robert M. Bushman & Joseph D. Piotroski & Abbie J. Smith, 2004. "What Determines Corporate Transparency?," Journal of Accounting Research, Wiley Blackwell, vol. 42(2), pages 207-252, May.
- Botosan, CA & Harris, MS, 2000. "Motivations for a change in disclosure frequency and its consequences: An examination of voluntary quarterly segment disclosures," Journal of Accounting Research, Wiley Blackwell, vol. 38(2), pages 329-353.
- Ole‐Kristian Hope, 2003. "Disclosure Practices, Enforcement of Accounting Standards, and Analysts' Forecast Accuracy: An International Study," Journal of Accounting Research, Wiley Blackwell, vol. 41(2), pages 235-272, May.
- Imran S. Currim & Jooseop Lim & Yu Zhang, 2018. "Effect of analysts’ earnings pressure on marketing spending and stock market performance," Journal of the Academy of Marketing Science, Springer, vol. 46(3), pages 431-452, May.
- Jo, Hoje & Kim, Yongtae, 2007. "Disclosure frequency and earnings management," Journal of Financial Economics, Elsevier, vol. 84(2), pages 561-590, May.
- Wenjing Li & Jeff Ng & Albert Tsang & Oktay Urcan, 2019. "Country-level institutions and management earnings forecasts," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(1), pages 48-82, February.
- Brian Gibbons & Peter Iliev & Jonathan Kalodimos, 2021. "Analyst Information Acquisition via EDGAR," Management Science, INFORMS, vol. 67(2), pages 769-793, February.
- Aerts, Walter & Cormier, Denis & Magnan, Michel, 2008. "Corporate environmental disclosure, financial markets and the media: An international perspective," Ecological Economics, Elsevier, vol. 64(3), pages 643-659, January.
- Dong, Rui & Fisman, Raymond & Wang, Yongxiang & Xu, Nianhang, 2021.
"Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts,"
Journal of Financial Economics, Elsevier, vol. 139(3), pages 971-984.
- Rui Dong & Raymond Fisman & Yongxiang Wang & Nianhang Xu, 2019. "Air Pollution, Affect, and Forecasting Bias: Evidence from Chinese Financial Analysts," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-345, Boston University - Department of Economics.
- Anne-Kathrin Hinze & Franziska Sump, 2019. "Corporate social responsibility and financial analysts: a review of the literature," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 10(1), pages 183-207, February.
- Joseph E. Engelberg & Christopher A. Parsons, 2011. "The Causal Impact of Media in Financial Markets," Journal of Finance, American Finance Association, vol. 66(1), pages 67-97, February.
- Zhi Da & Xing Huang, 2020. "Harnessing the Wisdom of Crowds," Management Science, INFORMS, vol. 66(5), pages 1847-1867, May.
- Hou, Yang & Li, Steven, 2014. "The impact of the CSI 300 stock index futures: Positive feedback trading and autocorrelation of stock returns," International Review of Economics & Finance, Elsevier, vol. 33(C), pages 319-337.
- Christina Zhu, 2019. "Big Data as a Governance Mechanism," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2021-2061.
- Murmann, Johann Peter, 2022. "Forum on ‘The Rise of China's Digital Economy’," Management and Organization Review, Cambridge University Press, vol. 18(4), pages 788-789, August.
- Schiemann, Frank & Tietmeyer, Raphael, 2022. "ESG Controversies, ESG Disclosure and Analyst Forecast Accuracy," International Review of Financial Analysis, Elsevier, vol. 84(C).
- Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
- Lobo, Gerald J. & Song, Minsup & Stanford, Mary, 2012. "Accruals quality and analyst coverage," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 497-508.
- Xiaolan Yang & Yongli Luo, 2014. "Rumor Clarification and Stock Returns: Do Bull Markets Behave Differently from Bear Markets?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(1), pages 197-209, January.
- Anne-Kathrin Hinze & Franziska Sump, 2019. "Corporate social responsibility and financial analysts: a review of the literature," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 10(1), pages 183-207, February.
- J. Anthony Cookson & Marina Niessner, 2020. "Why Don't We Agree? Evidence from a Social Network of Investors," Journal of Finance, American Finance Association, vol. 75(1), pages 173-228, February.
- Snehal Banerjee & Jesse Davis & Naveen Gondhi, 2018. "When Transparency Improves, Must Prices Reflect Fundamentals Better?," The Review of Financial Studies, Society for Financial Studies, vol. 31(6), pages 2377-2414.
- Hailiang Chen & Prabuddha De & Yu (Jeffrey) Hu & Byoung-Hyoun Hwang, 2014. "Wisdom of Crowds: The Value of Stock Opinions Transmitted Through Social Media," The Review of Financial Studies, Society for Financial Studies, vol. 27(5), pages 1367-1403.
- Dan Bernhardt & Chi Wan & Zhijie Xiao, 2016. "The Reluctant Analyst," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 987-1040, September.
- Kato, Takao & Long, Cheryl, 2006. "CEO turnover, firm performance, and enterprise reform in China: Evidence from micro data," Journal of Comparative Economics, Elsevier, vol. 34(4), pages 796-817, December.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Chau, Michael & Lin, Chih-Yung & Lin, Tse-Chun, 2020. "Wisdom of crowds before the 2007–2009 global financial crisis," Journal of Financial Stability, Elsevier, vol. 48(C).
- Goldman, Eitan & Martel, Jordan & Schneemeier, Jan, 2022. "A theory of financial media," Journal of Financial Economics, Elsevier, vol. 145(1), pages 239-258.
- Saadon, Yossi & Schreiber, Ben Z., 2023. "Newspapers tone and the overnight-intraday stock return anomaly," Journal of Financial Markets, Elsevier, vol. 65(C).
- Loughran, Tim & McDonald, Bill & Pragidis, Ioannis, 2019. "Assimilation of oil news into prices," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 105-118.
- Yunchuan Sun & Lu Liu & Ying Xu & Xiaoping Zeng & Yufeng Shi & Haifeng Hu & Jie Jiang & Ajith Abraham, 2024. "Alternative data in finance and business: emerging applications and theory analysis (review)," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-32, December.
- Nishimura, Yusaku & Sun, Bianxia, 2021. "President’s Tweets, US-China economic conflict and stock market Volatility: Evidence from China and G5 countries," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
- Rui Fan & Oleksandr Talavera & Vu Tran, 2018. "Does connection with @realDonaldTrump affect stock prices?," Working Papers 2018-07, Swansea University, School of Management.
- Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
- Rui Fan & Oleksandr Talavera & Vu Tran, 2020.
"Social media bots and stock markets,"
European Financial Management, European Financial Management Association, vol. 26(3), pages 753-777, June.
- Rui Fan & Oleksandr Talavera & Vu Tran, 2018. "Social media bots and stock markets," Working Papers 2018-30, Swansea University, School of Management.
- 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).
- Guglielmo Maria Caporale & Faek Menla Ali & Fabio Spagnolo & Nicola Spagnolo, 2020. "Cross-Border Portfolio Flows and News Media Coverage," CESifo Working Paper Series 8112, CESifo.
- Daniele Ballinari & Simon Behrendt, 2021. "How to gauge investor behavior? A comparison of online investor sentiment measures," Digital Finance, Springer, vol. 3(2), pages 169-204, June.
- Betton, Sandra & Davis, Frederick & Walker, Thomas, 2018. "Rumor rationales: The impact of message justification on article credibility," International Review of Financial Analysis, Elsevier, vol. 58(C), pages 271-287.
- Ahmad, Khurshid & Han, JingGuang & Hutson, Elaine & Kearney, Colm & Liu, Sha, 2016.
"Media-expressed negative tone and firm-level stock returns,"
Journal of Corporate Finance, Elsevier, vol. 37(C), pages 152-172.
- Khurshid Ahmad & JingGuang Han & Elaine Hutson & Colm Kearney & Sha Liu, 2016. "Media-expressed negative tone and firm-level stock returns," Open Access publications 10197/8208, Research Repository, University College Dublin.
- Ramnath, Sundaresh & Rock, Steve & Shane, Philip, 2008. "The financial analyst forecasting literature: A taxonomy with suggestions for further research," International Journal of Forecasting, Elsevier, vol. 24(1), pages 34-75.
- Feng Zhao & Youzhi Xiao, 2023. "Information Searching from New Media and Households’ Investment in Risky Assets: New Evidence from a Quasi-Natural Experiment," Sustainability, MDPI, vol. 15(4), pages 1-25, February.
- Zhang, Yongjie & Zhang, Zuochao & Liu, Lanbiao & Shen, Dehua, 2017. "The interaction of financial news between mass media and new media: Evidence from news on Chinese stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 486(C), pages 535-541.
- Liu, Sha & Han, Jingguang, 2020. "Media tone and expected stock returns," International Review of Financial Analysis, Elsevier, vol. 70(C).
- Jiao Ji & Oleksandr Talavera & Shuxing Yin, 2018. "The Hidden Information Content: Evidence from the Tone of Independent Director Reports," Working Papers 2018-28, Swansea University, School of Management.
- Dehong Liu & Tiantian Lin & Carl R. Chen & Wenjun Feng, 2025. "Air pollution, analyst information provision, and stock price synchronicity," Review of Quantitative Finance and Accounting, Springer, vol. 64(3), pages 1029-1077, April.
- Di Giuli, Alberta & Laux, Paul A., 2022. "The effect of media-linked directors on financing and external governance," Journal of Financial Economics, Elsevier, vol. 145(2), pages 103-131.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:mgtdec:v:44:y:2023:i:6:p:3056-3076. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/7976 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.