Measuring political and economic uncertainty: a supervised computational linguistic approach
Author
Abstract
Suggested Citation
DOI: 10.1007/s43546-022-00209-2
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Christina D. Romer, 1990. "The Great Crash and the Onset of the Great Depression," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(3), pages 597-624.
- Lun‐Wei Ku & Hsin‐Hsi Chen, 2007. "Mining opinions from the Web: Beyond relevance retrieval," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(12), pages 1838-1850, October.
- Calomiris, Charles W. & Mamaysky, Harry, 2019. "How news and its context drive risk and returns around the world," Journal of Financial Economics, Elsevier, vol. 133(2), pages 299-336.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016.
"Measuring Economic Policy Uncertainty,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," Economics Working Papers 15111, Hoover Institution, Stanford University.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," NBER Working Papers 21633, National Bureau of Economic Research, Inc.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," CEP Discussion Papers dp1379, Centre for Economic Performance, LSE.
- Baker, Scott R. & Bloom, Nicholas & Davis, Steven J., 2015. "Measuring economic policy uncertainty," LSE Research Online Documents on Economics 64986, London School of Economics and Political Science, LSE Library.
- Davis, Steven & Bloom, Nicholas & Baker, Scott, 2015. "Measuring Economic Policy Uncertainty," CEPR Discussion Papers 10900, C.E.P.R. Discussion Papers.
- Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
- Werner Antweiler & Murray Z. Frank, 2004. "Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards," Journal of Finance, American Finance Association, vol. 59(3), pages 1259-1294, June.
- Andrius Vabalas & Emma Gowen & Ellen Poliakoff & Alexander J Casson, 2019. "Machine learning algorithm validation with a limited sample size," PLOS ONE, Public Library of Science, vol. 14(11), pages 1-20, November.
- Maria Boutchkova & Hitesh Doshi & Art Durnev & Alexander Molchanov, 2012. "Precarious Politics and Return Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 25(4), pages 1111-1154.
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.- Andres Algaba & David Ardia & Keven Bluteau & Samuel Borms & Kris Boudt, 2020. "Econometrics Meets Sentiment: An Overview Of Methodology And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 512-547, July.
- Rui Fan & Oleksandr Talavera & Vu Tran, 2020. "Social media, political uncertainty, and stock markets," Review of Quantitative Finance and Accounting, Springer, vol. 55(3), pages 1137-1153, October.
- Ali Kabiri & Harold James & John Landon‐Lane & David Tuckett & Rickard Nyman, 2023. "The role of sentiment in the US economy: 1920 to 1934," Economic History Review, Economic History Society, vol. 76(1), pages 3-30, February.
- 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.
- Anand, Abhinav & Basu, Sankarshan & Pathak, Jalaj & Thampy, Ashok, 2021. "The impact of sentiment on emerging stock markets," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 161-177.
- Szymon Lis, 2022. "Investor Sentiment in Asset Pricing Models: A Review," Working Papers 2022-14, Faculty of Economic Sciences, University of Warsaw.
- 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.
- Jeon, Yoontae & McCurdy, Thomas H. & Zhao, Xiaofei, 2022. "News as sources of jumps in stock returns: Evidence from 21 million news articles for 9000 companies," Journal of Financial Economics, Elsevier, vol. 145(2), pages 1-17.
- Kamal, Javed Bin & Wohar, Mark, 2023. "Heterogenous responses of stock markets to covid related news and sentiments: Evidence from the 1st year of pandemic," International Economics, Elsevier, vol. 173(C), pages 68-85.
- 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.
- Bonsall, Samuel B. & Green, Jeremiah & Muller, Karl A., 2020. "Market uncertainty and the importance of media coverage at earnings announcements," Journal of Accounting and Economics, Elsevier, vol. 69(1).
- N. Bloom, 2016.
"Fluctuations in uncertainty,"
Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 4.
- Nicholas Bloom, 2014. "Fluctuations in Uncertainty," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 153-176, Spring.
- Nicholas Bloom, 2013. "Fluctuations in Uncertainty," CEP Occasional Papers 038, Centre for Economic Performance, LSE.
- Nicholas Bloom, 2014. "Fluctuations In Uncertainty," Working Papers 14-17, Center for Economic Studies, U.S. Census Bureau.
- Nicholas Bloom, 2014. "Fluctuations in Uncertainty," Discussion Papers 13-033, Stanford Institute for Economic Policy Research.
- Nicholas Bloom, 2013. "Fluctuations in Uncertainty," NBER Working Papers 19714, National Bureau of Economic Research, Inc.
- Bloom, Nicholas, 2013. "Fluctuations in uncertainty," LSE Research Online Documents on Economics 57976, London School of Economics and Political Science, LSE Library.
- Joëts, Marc & Mignon, Valérie & Razafindrabe, Tovonony, 2017.
"Does the volatility of commodity prices reflect macroeconomic uncertainty?,"
Energy Economics, Elsevier, vol. 68(C), pages 313-326.
- Marc Joëts & Valérie Mignon & Tovonony Razafindrabe, 2015. "Does the volatility of commodity prices reflect macroeconomic uncertainty?," Working Papers hal-04141423, HAL.
- M. Joëts & V. Mignon & T. Razafindrabe, 2016. "Does the volatility of commodity prices reflect macroeconomic uncertainty ?," Working papers 607, Banque de France.
- Marc Joëts & Valérie Mignon & Tovonony Razafindrabe, 2016. "Does the volatility of commodity prices reflect macroeconomic uncertainty?," Post-Print hal-01411696, HAL.
- Marc Joëts & Valérie Mignon & Tovonony Razafindrabe, 2016. "Does the volatility of commodity prices reflect macroeconomic uncertainty?," Post-Print hal-01386096, HAL.
- Marc Joëts & Valérie Mignon & Tovonony Razafindrabe, 2017. "Does the volatility of commodity prices reflect macroeconomic uncertainty?," Post-Print halshs-01683788, HAL.
- Tovonony Razafindrabe & Valérie Mignon & Marc Joëts, 2016. "Does the volatility of commodity prices reflects macroeconomic uncertainty?," Post-Print hal-01667080, HAL.
- Marc Joëts & Valérie Mignon & Tovonony Razafindrabe, 2015. "Does the volatility of commodity prices reflect macroeconomic uncertainty?," EconomiX Working Papers 2015-7, University of Paris Nanterre, EconomiX.
- Marc Joëts & Valérie Mignon & Tovonony Razafindrabe, 2015. "Does the volatility of commodity prices reflect macroeconomic uncertainty?," Working Papers 2015-02, CEPII research center.
- Valérie Mignon & Tovonony Razafindrabe & Marc Joëts, 2016. "Does the volatility of commodity prices reflects macroeconomic uncertainty?," Post-Print hal-01667085, HAL.
- Caporale, Guglielmo Maria & Spagnolo, Fabio & Spagnolo, Nicola, 2016.
"Macro news and stock returns in the Euro area: A VAR-GARCH-in-mean analysis,"
International Review of Financial Analysis, Elsevier, vol. 45(C), pages 180-188.
- Guglielmo Maria Caporale & Fabio Spagnolo & Nicola Spagnolo, 2014. "Macro News and Stock Returns in the Euro Area: A VAR-GARCH-in-Mean Analysis," Discussion Papers of DIW Berlin 1399, DIW Berlin, German Institute for Economic Research.
- Guglielmo Maria Caporale & Fabio Spagnolo & Nicola Spagnolo, 2014. "Macro News and Stock Returns in the Euro Area: A VAR-GARCH-in-Means Analysis," CESifo Working Paper Series 4912, CESifo.
- Baur, Dirk G. & Smales, Lee A., 2020. "Hedging geopolitical risk with precious metals," Journal of Banking & Finance, Elsevier, vol. 117(C).
- Leilane de Freitas Rocha Cambara & Roberto Meurer, 2023. "News sentiment and foreign portfolio investment in Brazil," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 3332-3348, July.
- repec:hal:spmain:info:hdl:2441/3mgbd73vkp9f9oje7utooe7vpg is not listed on IDEAS
- Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019.
"Firm-Level Political Risk: Measurement and Effects,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
- Tarek A. Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2017. "Firm-Level Political Risk: Measurement and Effects," NBER Working Papers 24029, National Bureau of Economic Research, Inc.
- Tarek A. Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-325, Boston University - Department of Economics.
- Tarek A. Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," Working Papers Series 96, Institute for New Economic Thinking.
- Hassan, Tarek & Hollander, Stephan & van Lent, Laurence & Tahoun, Ahmed, 2017. "Firm-level political risk: Measurement and effects," CEPR Discussion Papers 12436, C.E.P.R. Discussion Papers.
- Ahmed, Yousry & Elshandidy, Tamer, 2016. "The effect of bidder conservatism on M&A decisions: Text-based evidence from US 10-K filings," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 176-190.
- Ferdinand Graf, 2011. "Mechanically Extracted Company Signals and their Impact on Stock and Credit Markets," Working Paper Series of the Department of Economics, University of Konstanz 2011-18, Department of Economics, University of Konstanz.
- Zhao, Shuping & Xu, Kai & Wang, Zhao & Liang, Changyong & Lu, Wenxing & Chen, Bo, 2022. "Financial distress prediction by combining sentiment tone features," Economic Modelling, Elsevier, vol. 106(C).
More about this item
Keywords
Political uncertainty; Computational economics; Textual analysis;All these keywords.
JEL classification:
- F51 - International Economics - - International Relations, National Security, and International Political Economy - - - International Conflicts; Negotiations; Sanctions
- F52 - International Economics - - International Relations, National Security, and International Political Economy - - - National Security; Economic Nationalism
- F59 - International Economics - - International Relations, National Security, and International Political Economy - - - Other
Statistics
Access and download statisticsCorrections
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:spr:snbeco:v:2:y:2022:i:5:d:10.1007_s43546-022-00209-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.