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A Note on the “Economic Policy Uncertainty Index”

Author

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  • Blanka Škrabić Perić

    (University of Split)

  • Petar Sorić

    (University of Zagreb)

Abstract

This paper builds upon the renowned media reports-based “Economic policy uncertainty” (EPU) index and analyzes its Granger-causal interrelationships with consumer confidence and aggregate economic activity. Employing a heterogeneous panel Granger causality test on data from 13 world countries, the authors find that: (1) the analyzed countries are quite heterogeneous in terms of the found causality patterns; (2) the EPU index does not Granger-cause the overall economic activity in the vast majority of the analyzed economies; (3) consumer confidence is confirmed as a significant predictor of aggregate output in all countries; (4) news media uncertainty and consumer confidence largely represent two distinct psychological transmission channels. The evidence presented in this paper suggests that consumer confidence (i.e. first moment, expectation) is considerably more important for the aggregate economic activity than economic uncertainty (i.e. second moment, variance). Two robustness checks are provided (an alternative lag structure of the Granger causality test, and the usage of monthly (industrial production) instead of quarterly (GDP) economic activity data). The obtained inferences are quite robust to both model alternations. Additionally, the leading characteristics of EPU index are found to be less pronounced than those of GARCH uncertainty and forecast disagreement.

Suggested Citation

  • Blanka Škrabić Perić & Petar Sorić, 2018. "A Note on the “Economic Policy Uncertainty Index”," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(2), pages 505-526, June.
  • Handle: RePEc:spr:soinre:v:137:y:2018:i:2:d:10.1007_s11205-017-1609-1
    DOI: 10.1007/s11205-017-1609-1
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    as
    1. Larcinese, Valentino & Puglisi, Riccardo & Snyder, James M., 2011. "Partisan bias in economic news: Evidence on the agenda-setting behavior of U.S. newspapers," Journal of Public Economics, Elsevier, vol. 95(9), pages 1178-1189.
    2. Matsusaka, John G & Sbordone, Argia M, 1995. "Consumer Confidence and Economic Fluctuations," Economic Inquiry, Western Economic Association International, vol. 33(2), pages 296-318, April.
    3. Sydney C. Ludvigson, 2004. "Consumer Confidence and Consumer Spending," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 29-50, Spring.
    4. Angus Moore, 2017. "Measuring Economic Uncertainty and Its Effects," The Economic Record, The Economic Society of Australia, vol. 93(303), pages 550-575, December.
    5. Roberto Golinelli & Giuseppe Parigi, 2004. "Consumer Sentiment and Economic Activity: A Cross Country Comparison," Journal of Business Cycle Measurement and Analysis, OECD Publishing, Centre for International Research on Economic Tendency Surveys, vol. 2004(2), pages 147-170.
    6. Shahbaz, Muhammad & Nasreen, Samia & Ling, Chong Hui & Sbia, Rashid, 2014. "Causality between trade openness and energy consumption: What causes what in high, middle and low income countries," Energy Policy, Elsevier, vol. 70(C), pages 126-143.
    7. R?diger Bachmann & Steffen Elstner & Eric R. Sims, 2013. "Uncertainty and Economic Activity: Evidence from Business Survey Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 217-249, April.
    8. Carroll, Christopher D & Fuhrer, Jeffrey C & Wilcox, David W, 1994. "Does Consumer Sentiment Forecast Household Spending? If So, Why?," American Economic Review, American Economic Association, vol. 84(5), pages 1397-1408, December.
    9. 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.
    10. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    11. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    12. Christopher D Carroll, 2001. "The Epidemiology of Macroeconomic Expectations," Economics Working Paper Archive 462, The Johns Hopkins University,Department of Economics.
    13. Tomáš Evan & Ilya Bolotov, 2014. "The Weak Relation between Foreign Direct Investment and Corruption: A Theoretical and Econometric Study," Prague Economic Papers, Prague University of Economics and Business, vol. 2014(4), pages 474-492.
    14. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    15. Tim Groseclose & Jeffrey Milyo, 2005. "A Measure of Media Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1191-1237.
    16. Baker Matthew J. & George Lisa M, 2010. "The Role of Television in Household Debt: Evidence from the 1950's," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-38, May.
    17. Juncal Cuñado & Fernando P�rez de Gracia, 2012. "Does Media Consumption Make Us Happy? Evidence for Spain," Journal of Media Economics, Taylor & Francis Journals, vol. 25(1), pages 8-34, February.
    18. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    19. Karel Jan Alsem & Steven Brakman & Lex Hoogduin & Gerard Kuper, 2008. "The impact of newspapers on consumer confidence: does spin bias exist?," Applied Economics, Taylor & Francis Journals, vol. 40(5), pages 531-539.
    20. Karnizova, Lilia & Li, Jiaxiong (Chris), 2014. "Economic policy uncertainty, financial markets and probability of US recessions," Economics Letters, Elsevier, vol. 125(2), pages 261-265.
    21. Ruben Durante & Brian Knight, 2012. "Partisan Control, Media Bias, And Viewer Responses: Evidence From Berlusconi'S Italy," Journal of the European Economic Association, European Economic Association, vol. 10(3), pages 451-481, May.
    22. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2012. "Has Economic Policy Uncertainty Hampered the Recovery?," Book Chapters, in: Lee E. Ohanian & John B. Taylor & Ian J. Wright (ed.), Government Policies and the Delayed Economic Recovery, chapter 3, Hoover Institution, Stanford University.
    23. George, Lisa M. & Hogendorn, Christiaan, 2012. "Aggregators, search and the economics of new media institutions," Information Economics and Policy, Elsevier, vol. 24(1), pages 40-51.
    24. Ahdi Noomen Ajmi & Goodness C. Aye & Mehmet Balcilar & Ghassen El Montasser & Rangan Gupta, 2015. "Causality Between Us Economic Policy and Equity Market Uncertainties: Evidence from Linear and Nonlinear Tests," Journal of Applied Economics, Taylor & Francis Journals, vol. 18(2), pages 225-246, November.
    25. Thomas Eisensee & David Strömberg, 2007. "News Droughts, News Floods, and U. S. Disaster Relief," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 693-728.
    26. David Iselin & Boriss Siliverstovs, 2013. "The R-word index for Switzerland," Applied Economics Letters, Taylor & Francis Journals, vol. 20(11), pages 1032-1035, July.
    27. repec:dau:papers:123456789/6159 is not listed on IDEAS
    28. Law, Siong Hook & Lim, Thong Cheen & Ismail, Normaz Wana, 2013. "Institutions and economic development: A Granger causality analysis of panel data evidence," Economic Systems, Elsevier, vol. 37(4), pages 610-624.
    29. Batchelor, Roy & Dua, Pami, 1998. "Improving macro-economic forecasts: The role of consumer confidence," International Journal of Forecasting, Elsevier, vol. 14(1), pages 71-81, March.
    30. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2012. "Has Economic Policy Uncertainty Hampered the Recovery?," Book Chapters, in: Lee E. Ohanian & John B. Taylor & Ian J. Wright (ed.), Government Policies and the Delayed Economic Recovery, chapter 3, Hoover Institution, Stanford University.
    31. Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, vol. 52(1-2), pages 5-59.
    32. Emirmahmutoglu, Furkan & Kose, Nezir, 2011. "Testing for Granger causality in heterogeneous mixed panels," Economic Modelling, Elsevier, vol. 28(3), pages 870-876, May.
    33. Stilianos Fountas & Menelaos Karanasos & Jinki Kim, 2006. "Inflation Uncertainty, Output Growth Uncertainty and Macroeconomic Performance," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(3), pages 319-343, June.
    34. Sarah Gelper & Christophe Croux, 2010. "On the Construction of the European Economic Sentiment Indicator," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 47-62, February.
    35. Pruitt, Stephen W. & Reilly, Robert J. & Hoffer, George E., 1988. "The effect of media presentation on the formation of economic expectations: Some initial evidence," Journal of Economic Psychology, Elsevier, vol. 9(3), pages 315-325, September.
    36. Sendhil Mullainathan & Andrei Shleifer, 2005. "The Market for News," American Economic Review, American Economic Association, vol. 95(4), pages 1031-1053, September.
    37. John A. Cotsomitis & Andy C. C. Kwan, 2006. "Can Consumer Confidence Forecast Household Spending? Evidence from the European COmmission Business and Consumer Surveys," Southern Economic Journal, John Wiley & Sons, vol. 72(3), pages 597-610, January.
    38. Suzanna De Boef & Paul M. Kellstedt, 2004. "The Political (and Economic) Origins of Consumer Confidence," American Journal of Political Science, John Wiley & Sons, vol. 48(4), pages 633-649, October.
    39. Sendhil Mullainathan & Andrei Shleifer, 2005. "The Market for News," American Economic Review, American Economic Association, vol. 95(4), pages 1031-1053, September.
    40. Petar Sorić & Blanka Škrabić & Mirjana Čižmešija, 2013. "European Integration in the Light of Business and Consumer Surveys," Eastern European Economics, Taylor & Francis Journals, vol. 51(2), pages 5-20, March.
    41. Tsung-Pao Wu & Shu-Bing Liu & Shun-Jen Hsueh, 2016. "The Causal Relationship between Economic Policy Uncertainty and Stock Market: A Panel Data Analysis," International Economic Journal, Taylor & Francis Journals, vol. 30(1), pages 109-122, March.
    42. Hood, M. V. & Kidd, Quentin & Morris, Irwin L., 2008. "Two Sides of the Same Coin? Employing Granger Causality Tests in a Time Series Cross-Section Framework," Political Analysis, Cambridge University Press, vol. 16(3), pages 324-344, July.
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    Cited by:

    1. Ivanka Nestoroska, 2020. "Economic Policy Uncertainty and Firm Performance in the Czech Republic," Journal of Accounting, Business and Finance Research, Scientific Publishing Institute, vol. 10(1), pages 10-16.

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    More about this item

    Keywords

    Economic policy uncertainty index; Consumer confidence; Economic uncertainty; Heterogeneous panel Granger causality; Forecast disagreement;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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