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Measuring Emotion in Parliamentary Debates with Automated Textual Analysis

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  • Ludovic Rheault
  • Kaspar Beelen
  • Christopher Cochrane
  • Graeme Hirst

Abstract

An impressive breadth of interdisciplinary research suggests that emotions have an influence on human behavior. Nonetheless, we still know very little about the emotional states of those actors whose daily decisions have a lasting impact on our societies: politicians in parliament. We address this question by making use of methods of natural language processing and a digitized corpus of text data spanning a century of parliamentary debates in the United Kingdom. We use this approach to examine changes in aggregate levels of emotional polarity in the British parliament, and to test a hypothesis about the emotional response of politicians to economic recessions. Our findings suggest that, contrary to popular belief, the mood of politicians has become more positive during the past decades, and that variations in emotional polarity can be predicted by the state of the national economy.

Suggested Citation

  • Ludovic Rheault & Kaspar Beelen & Christopher Cochrane & Graeme Hirst, 2016. "Measuring Emotion in Parliamentary Debates with Automated Textual Analysis," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-18, December.
    • Handle: RePEc:plo:pone00:0168843
    DOI: 10.1371/journal.pone.0168843
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    as
    1. Bertelli, Anthony & John, Peter, 2014. "From the Editors," Journal of Public Policy, Cambridge University Press, vol. 34(01), pages 1-1, April.
    2. Angus Deaton, 2008. "Income, Health, and Well-Being around the World: Evidence from the Gallup World Poll," Journal of Economic Perspectives, American Economic Association, vol. 22(2), pages 53-72, Spring.
    3. Frey, Bruno S & Stutzer, Alois, 2000. "Happiness, Economy and Institutions," Economic Journal, Royal Economic Society, vol. 110(466), pages 918-938, October.
    4. Robert J. MacCulloch & Rafael Di Tella & Andrew J. Oswald, 2001. "Preferences over Inflation and Unemployment: Evidence from Surveys of Happiness," American Economic Review, American Economic Association, vol. 91(1), pages 335-341, March.
    5. Andrew C. Eggers & Arthur Spirling, 2014. "Ministerial Responsiveness in Westminster Systems: Institutional Choices and House of Commons Debate, 1832–1915," American Journal of Political Science, John Wiley & Sons, vol. 58(4), pages 873-887, October.
    6. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    7. Bruno S. Frey & Alois Stutzer, 2002. "What Can Economists Learn from Happiness Research?," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 402-435, June.
    8. R Alexander Bentley & Alberto Acerbi & Paul Ormerod & Vasileios Lampos, 2014. "Books Average Previous Decade of Economic Misery," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-7, January.
    9. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    10. Alberto Acerbi & Vasileios Lampos & Philip Garnett & R Alexander Bentley, 2013. "The Expression of Emotions in 20th Century Books," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-6, March.
    11. George Loewenstein, 2000. "Emotions in Economic Theory and Economic Behavior," American Economic Review, American Economic Association, vol. 90(2), pages 426-432, May.
    12. Bertelli, Anthony & John, Peter, 2014. "From the Editors," Journal of Public Policy, Cambridge University Press, vol. 34(02), pages 181-182, August.
    13. C. W. J. Granger & Roselyne Joyeux, 1980. "An Introduction To Long‐Memory Time Series Models And Fractional Differencing," Journal of Time Series Analysis, Wiley Blackwell, vol. 1(1), pages 15-29, January.
    14. Scott Deerwester & Susan T. Dumais & George W. Furnas & Thomas K. Landauer & Richard Harshman, 1990. "Indexing by latent semantic analysis," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 41(6), pages 391-407, September.
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    Cited by:

    1. Anna Lou Abatayo & John Lynham & Katerina Sherstyuk, 2020. "Communication, Expectations, and Trust: An Experiment with Three Media," Games, MDPI, vol. 11(4), pages 1-26, October.
    2. Rauh, Christian, 2022. "Supranational emergency politics? What executives’ public crisis communication may tell us," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 29(6), pages 966-978.
    3. Mubashir Qasim, 2019. "Sustainability and Wellbeing: A Text Analysis of New Zealand Parliamentary Debates, Official Yearbooks and Ministerial Documents," Working Papers in Economics 19/01, University of Waikato.
    4. Gavin Abercrombie & Riza Batista-Navarro, 2020. "Sentiment and position-taking analysis of parliamentary debates: a systematic literature review," Journal of Computational Social Science, Springer, vol. 3(1), pages 245-270, April.

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