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What is the Investment Loss due to Uncertainty?

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  • Theodore Panagiotidis

    (Department of Economics, University of Macedonia, Greece; Rimini Centre for Economic Analysis)

  • Panagiotis Printzis

    (Department of Business Administration, University of Macedonia, Greece)

Abstract

We investigate the effect of uncertainty on investment. We employ a unique dataset of 25000 Greek firms' balance sheets for 14 years covering the period before and after the eurozone crisis. A dynamic factor model is employed to proxy uncertainty. The investment performance of 14 sectors is examined within a dynamic investment model. Robust GMM estimates of the investment rate model reveal a high degree of heterogeneity among these sectors. Overall uncertainty affects negatively investment performance and this effect substantially increased in the years of crisis. Agriculture and Mining are the least affected and the most affected ones include Manufacturing, Real Estate and Hotels. Focusing on the response of investment to uncertainty, it emerges that (relative) smaller firms are affected more compared to larger ones.

Suggested Citation

  • Theodore Panagiotidis & Panagiotis Printzis, 2019. "What is the Investment Loss due to Uncertainty?," Working Paper series 19-06, Rimini Centre for Economic Analysis.
  • Handle: RePEc:rim:rimwps:19-06
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    as
    1. Baum, Christopher F. & Caglayan, Mustafa & Talavera, Oleksandr, 2008. "Uncertainty determinants of firm investment," Economics Letters, Elsevier, vol. 98(3), pages 282-287, March.
    2. Hermes, Niels & Lensink, Robert, 2001. "Capital flight and the uncertainty of government policies," Economics Letters, Elsevier, vol. 71(3), pages 377-381, June.
    3. repec:bla:econom:v:66:y:1999:i:262:p:157-79 is not listed on IDEAS
    4. Hong Bo, 1999. "The Q theory of investment: does uncertainty matter," Research Report 99E07, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    5. Mirman, Leonard J, 1971. "Uncertainty and Optimal Consumption Decisions," Econometrica, Econometric Society, vol. 39(1), pages 179-185, January.
    6. Segal, Gill & Shaliastovich, Ivan & Yaron, Amir, 2015. "Good and bad uncertainty: Macroeconomic and financial market implications," Journal of Financial Economics, Elsevier, vol. 117(2), pages 369-397.
    7. Gilchrist, Simon & Himmelberg, Charles P., 1995. "Evidence on the role of cash flow for investment," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 541-572, December.
    8. Kimball, Miles S, 1990. "Precautionary Saving in the Small and in the Large," Econometrica, Econometric Society, vol. 58(1), pages 53-73, January.
    9. Christopher D. Carroll & Karen E. Dynan & Spencer D. Krane, 2003. "Unemployment Risk and Precautionary Wealth: Evidence from Households' Balance Sheets," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 586-604, August.
    10. Tabakis, Nikolaos M., 2001. "A Multivariate Model for the Relationship Between Agricultural Prices and Inflation Uncertainty: Evidence Using Greek Data," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 2(1), pages 1-11, January.
    11. Robert F. Engle & Jose Gonzalo Rangel, 2008. "The Spline-GARCH Model for Low-Frequency Volatility and Its Global Macroeconomic Causes," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1187-1222, May.
    12. Huizinga, John, 1993. "Inflation Uncertainty, Relative Price Uncertainty, and Investment in U.S. Manufacturing," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(3), pages 521-549, August.
    13. Timothy Erickson & Toni M. Whited, 2000. "Measurement Error and the Relationship between Investment and q," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 1027-1057, October.
    14. Matteo Barigozzi & Marco Lippi & Matteo Luciani, 2016. "Non-Stationary Dynamic Factor Models for Large Datasets," Finance and Economics Discussion Series 2016-024, Board of Governors of the Federal Reserve System (U.S.).
    15. Peter C.B. Phillips & Sam Ouliaris & Joon Y. Park, 1988. "Testing for a Unit Root in the Presence of a Maintained Trend," Cowles Foundation Discussion Papers 880, Cowles Foundation for Research in Economics, Yale University.
    16. Robert S. Pindyck & Andrés Solimano, 1993. "Economic Instability and Aggregate Investment," NBER Chapters, in: NBER Macroeconomics Annual 1993, Volume 8, pages 259-318, National Bureau of Economic Research, Inc.
    17. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    18. Vlieghe, Gertjan & Stephen Bond & Alexander Klemm & Rain Newton-Smith & Murtaza Syed, 2003. "The roles of expected profitability, Tobin's Q and cash flow in econometric models of company investment," Royal Economic Society Annual Conference 2003 212, Royal Economic Society.
    19. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    20. Stephen Bond, 2000. "Noisy Share Prices and the Q Model of Investment," Econometric Society World Congress 2000 Contributed Papers 1320, Econometric Society.
    21. Alan Carruth & Andrew Dickerson & Andrew Henley, 2000. "Econometric Modelling of UK Aggregate Investment: The Role of Profits and Uncertainty," Manchester School, University of Manchester, vol. 68(3), pages 276-300, June.
    22. Deaton, Angus, 1991. "Saving and Liquidity Constraints," Econometrica, Econometric Society, vol. 59(5), pages 1221-1248, September.
    23. Dirk Czarnitzki & Andrew A. Toole, 2011. "Patent Protection, Market Uncertainty, and R&D Investment," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 147-159, February.
    24. Jae Sim & Egon Zakrajsek & Simon Gilchrist, 2010. "Uncertainty, Financial Frictions, and Investment Dynamics," 2010 Meeting Papers 1285, Society for Economic Dynamics.
    25. Don Bredin & Stilianos Fountas, 2005. "Macroeconomic Uncertainty And Macroeconomic Performance: Are They Related?," Manchester School, University of Manchester, vol. 73(s1), pages 58-76, September.
    26. Cosmin L. Ilut & Martin Schneider, 2014. "Ambiguous Business Cycles," American Economic Review, American Economic Association, vol. 104(8), pages 2368-2399, August.
    27. Eberly, Janice & Rebelo, Sergio & Vincent, Nicolas, 2012. "What explains the lagged-investment effect?," Journal of Monetary Economics, Elsevier, vol. 59(4), pages 370-380.
    28. Ramey, Garey & Ramey, Valerie A, 1995. "Cross-Country Evidence on the Link between Volatility and Growth," American Economic Review, American Economic Association, vol. 85(5), pages 1138-1151, December.
    29. Blanchard, Olivier Jean & Mankiw, N Gregory, 1988. "Consumption: Beyond Certainty Equivalence," American Economic Review, American Economic Association, vol. 78(2), pages 173-177, May.
    30. Mohn, Klaus & Misund, Bård, 2009. "Investment and uncertainty in the international oil and gas industry," Energy Economics, Elsevier, vol. 31(2), pages 240-248, March.
    31. Schiantarelli, Fabio, 1996. "Financial Constraints and Investment: Methodological Issues and International Evidence," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 12(2), pages 70-89, Summer.
    32. Christopher F. Baum & Mustafa Caglayan & Oleksandr Talavera, 2010. "On the sensitivity of firms' investment to cash flow and uncertainty," Oxford Economic Papers, Oxford University Press, vol. 62(2), pages 286-306, April.
    33. Dirk Czarnitzki & Andrew A. Toole, 2013. "The R&D Investment–Uncertainty Relationship: Do Strategic Rivalry and Firm Size Matter?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 34(1), pages 15-28, January.
    34. Sarantis Kalyvitis, 2006. "Another look at the linear q model: an empirical analysis of aggregate business capital spending with maintenance expenditures," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(4), pages 1282-1315, November.
    35. repec:bla:ecopol:v:14:y:2002:p:41-63 is not listed on IDEAS
    36. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    37. Baum, Christopher F. & Caglayan, Mustafa & Talavera, Oleksandr, 2010. "On the investment sensitivity of debt under uncertainty," Economics Letters, Elsevier, vol. 106(1), pages 25-27, January.
    38. Bar-Ilan, Avner & Strange, William C, 1996. "Investment Lags," American Economic Review, American Economic Association, vol. 86(3), pages 610-622, June.
    39. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    40. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
    41. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    42. GUO-FITOUSSI, Liang, 2013. "A Comparison of the Finite Sample Properties of Selection Rules of Factor Numbers in Large Datasets," MPRA Paper 50005, University Library of Munich, Germany.
    43. Toole, Andrew A. & Czarnitzki, Dirk, 2008. "The R&D Investment-Uncertainty Relationship: Do Competition and Firm Size Matter?," ZEW Discussion Papers 08-013, ZEW - Leibniz Centre for European Economic Research.
    44. A. Sandmo, 1970. "The Effect of Uncertainty on Saving Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(3), pages 353-360.
    45. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    46. Badertscher, Brad & Shroff, Nemit & White, Hal D., 2013. "Externalities of public firm presence: Evidence from private firms' investment decisions," Journal of Financial Economics, Elsevier, vol. 109(3), pages 682-706.
    47. Alan Carruth & Andy Dickerson & Andrew Henley, 2000. "What do We Know About Investment Under Uncertainty?," Journal of Economic Surveys, Wiley Blackwell, vol. 14(2), pages 119-154, April.
    48. Alexei Onatski, 2009. "Testing Hypotheses About the Number of Factors in Large Factor Models," Econometrica, Econometric Society, vol. 77(5), pages 1447-1479, September.
    49. Fountas, Stilianos & Karanasos, Menelaos, 2007. "Inflation, output growth, and nominal and real uncertainty: Empirical evidence for the G7," Journal of International Money and Finance, Elsevier, vol. 26(2), pages 229-250, March.
    50. Sophia Chen, 2015. "Uncertainty and Investment: The Financial Intermediary Balance Sheet Channel," IMF Working Papers 2015/065, International Monetary Fund.
    51. Lars Peter Hansen & Thomas J Sargent, 2014. "Robust Permanent Income and Pricing," World Scientific Book Chapters, in: UNCERTAINTY WITHIN ECONOMIC MODELS, chapter 3, pages 33-81, World Scientific Publishing Co. Pte. Ltd..
    52. Christopher D. Carroll, 1997. "Buffer-Stock Saving and the Life Cycle/Permanent Income Hypothesis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 1-55.
    53. Christopher D. Carroll & Andrew A. Samwick, 1998. "How Important Is Precautionary Saving?," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 410-419, August.
    54. Bekaert, Geert & Engstrom, Eric & Xing, Yuhang, 2009. "Risk, uncertainty, and asset prices," Journal of Financial Economics, Elsevier, vol. 91(1), pages 59-82, January.
    55. repec:bla:econom:v:72:y:2005:i:286:p:307-331 is not listed on IDEAS
    56. Fotios Siokis & Panayotis Kapopoulos, 2007. "Parties, Elections And Stock Market Volatility: Evidence From A Small Open Economy," Economics and Politics, Wiley Blackwell, vol. 19(1), pages 123-134, March.
    57. Michelle Alexopoulos & Jon Cohen, 2009. "Uncertain Times, uncertain measures," Working Papers tecipa-352, University of Toronto, Department of Economics.
    58. Paul Butzen & Catherine Fuss (ed.), 2003. "Firms’ Investment and Finance Decisions," Books, Edward Elgar Publishing, number 3098.
    59. Christopher D. Carroll, 1992. "The Buffer-Stock Theory of Saving: Some Macroeconomic Evidence," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(2), pages 61-156.
    60. Fabrizio Carmignani, 2003. "Political Instability, Uncertainty and Economics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(1), pages 1-54, February.
    61. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    62. Ferderer, J Peter, 1993. "The Impact of Uncertainty on Aggregate Investment Spending: An Empirical Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(1), pages 30-48, February.
    63. Jianjun Miao & Bin Wei & Hao Zhou, 2019. "Ambiguity Aversion and the Variance Premium," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 9(02), pages 1-36, June.
    64. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    65. Malley, Jim & Philippopoulos, Apostolis & Woitek, Ulrich, 2007. "Electoral uncertainty, fiscal policy and macroeconomic fluctuations," Journal of Economic Dynamics and Control, Elsevier, vol. 31(3), pages 1051-1080, March.
    66. 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.
    67. Cox, John C. & Ross, Stephen A., 1976. "The valuation of options for alternative stochastic processes," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 145-166.
    68. Gayané Hovakimian, 2009. "Determinants of Investment Cash Flow Sensitivity," Financial Management, Financial Management Association International, vol. 38(1), pages 161-183, March.
    69. Chris Woolston, 2014. "Rice," Nature, Nature, vol. 514(7524), pages 49-49, October.
    70. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    71. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    72. Gilboa, Itzhak & Schmeidler, David, 1989. "Maxmin expected utility with non-unique prior," Journal of Mathematical Economics, Elsevier, vol. 18(2), pages 141-153, April.
    73. Joseph P. Byrne & E. Philip Davis, 2005. "Investment and Uncertainty in the G7," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(1), pages 1-32, April.
    74. Carroll, Christopher D. & Samwick, Andrew A., 1997. "The nature of precautionary wealth," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 41-71, September.
    75. Oliver W. Lerbs, 2014. "House prices, housing development costs, and the supply of new single-family housing in German counties and cities," Journal of Property Research, Taylor & Francis Journals, vol. 31(3), pages 183-210, September.
    76. Hiona Balfoussia & Heather Gibson, 2010. "Inflation and Nominal Uncertainty: the case of Greece," Economic Bulletin, Bank of Greece, issue 33, pages 63-78, May.
    77. David Stasavage, 2000. "Private Investment and Political Uncertainty," STICERD - Development Economics Papers - From 2008 this series has been superseded by Economic Organisation and Public Policy Discussion Papers 25, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    78. Robert Lensink & Hong Bo & Elmer Sterken, 2001. "Investment, Capital Market Imperfections, and Uncertainty," Books, Edward Elgar Publishing, number 1770.
    79. Hallin, Marc & Liska, Roman, 2007. "Determining the Number of Factors in the General Dynamic Factor Model," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 603-617, June.
    80. Aizenman, Joshua & Marion, Nancy P. & Marion, Nancy P., 1993. "Macroeconomic uncertainty and private investment," Economics Letters, Elsevier, vol. 41(2), pages 207-210.
    81. Vo, Lai Van & Le, Huong Thi Thu, 2017. "Strategic growth option, uncertainty, and R&D investment," International Review of Financial Analysis, Elsevier, vol. 51(C), pages 16-24.
    82. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-224, January.
    83. Brandon Julio & Youngsuk Yook, 2012. "Political Uncertainty and Corporate Investment Cycles," Journal of Finance, American Finance Association, vol. 67(1), pages 45-84, February.
    84. Caballero, Ricardo J & Pindyck, Robert S, 1996. "Uncertainty, Investment, and Industry Evolution," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(3), pages 641-662, August.
    85. Lawrence J. Christiano & Roberto Motto & Massimo Rostagno, 2014. "Risk Shocks," American Economic Review, American Economic Association, vol. 104(1), pages 27-65, January.
    86. Al-Najjar, Nabil I. & Weinstein, Jonathan, 2009. "Rejoinder: The “Ambiguity Aversion Literature: A Critical Assessment”," Economics and Philosophy, Cambridge University Press, vol. 25(3), pages 357-369, November.
    87. Skinner, Jonathan, 1988. "Risky income, life cycle consumption, and precautionary savings," Journal of Monetary Economics, Elsevier, vol. 22(2), pages 237-255, September.
    88. Stephen R. Bond & Jason G. Cummins, 2004. "Uncertainty and investment: an empirical investigation using data on analysts' profits forecasts," Finance and Economics Discussion Series 2004-20, Board of Governors of the Federal Reserve System (U.S.).
    89. Klomp, Jeroen & de Haan, Jakob, 2009. "Political institutions and economic volatility," European Journal of Political Economy, Elsevier, vol. 25(3), pages 311-326, September.
    90. Ine Van Robays, 2012. "Macroeconomic Uncertainty and the Impact of Oil Shocks," CESifo Working Paper Series 3937, CESifo.
    91. James L. Paddock & Daniel R. Siegel & James L. Smith, 1988. "Option Valuation of Claims on Real Assets: The Case of Offshore Petroleum Leases," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(3), pages 479-508.
    92. Konstantinos Dimitrios Drakos & Eleftherios Goulas, 2010. "Investment in Greek manufacturing under irreversibility and uncertainty: the message in used capital expenditures," Applied Economics, Taylor & Francis Journals, vol. 42(14), pages 1797-1809.
    93. Abdul Rashid & Muhammad Saeed, 2017. "Firms’ investment decisions – explaining the role of uncertainty," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(5), pages 833-860, October.
    94. Alessandro Beber & Michael W. Brandt, 2009. "Resolving Macroeconomic Uncertainty in Stock and Bond Markets," Review of Finance, European Finance Association, vol. 13(1), pages 1-45.
    95. Goodell, John W. & Vähämaa, Sami, 2013. "US presidential elections and implied volatility: The role of political uncertainty," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 1108-1117.
    96. Konstantinos Drakos & Panagiotis Th. Konstantinou, 2013. "Investment decisions in manufacturing: assessing the effects of real oil prices and their uncertainty," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 151-165, January.
    97. 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.
    98. Epstein, Larry G & Zin, Stanley E, 1991. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: An Empirical Analysis," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 263-286, April.
    99. Baum, Christopher F. & Caglayan, Mustafa & Stephan, Andreas & Talavera, Oleksandr, 2008. "Uncertainty determinants of corporate liquidity," Economic Modelling, Elsevier, vol. 25(5), pages 833-849, September.
    100. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    101. Leahy, John V & Whited, Toni M, 1996. "The Effect of Uncertainty on Investment: Some Stylized Facts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 64-83, February.
    102. Bhagat, Sanjai & Moyen, Nathalie & Suh, Inchul, 2005. "Investment and internal funds of distressed firms," Journal of Corporate Finance, Elsevier, vol. 11(3), pages 449-472, June.
    103. Talavera, Oleksandr & Tsapin, Andriy & Zholud, Oleksandr, 2012. "Macroeconomic uncertainty and bank lending: The case of Ukraine," Economic Systems, Elsevier, vol. 36(2), pages 279-293.
    104. Henriques, Irene & Sadorsky, Perry, 2011. "The effect of oil price volatility on strategic investment," Energy Economics, Elsevier, vol. 33(1), pages 79-87, January.
    105. Ciaran Driver & Paul Temple & Giovanni Urga, 2005. "Profitability, capacity, and uncertainty: a model of UK manufacturing investment," Oxford Economic Papers, Oxford University Press, vol. 57(1), pages 120-141, January.
    106. Jan-David Schneider & Claude Giorno, 2014. "Economic Uncertainties and their Impact on Activity in Greece compared with Ireland and Portugal," OECD Economics Department Working Papers 1151, OECD Publishing.
    107. Dreze, Jacques H. & Modigliani, Franco, 1972. "Consumption decisions under uncertainty," Journal of Economic Theory, Elsevier, vol. 5(3), pages 308-335, December.
    108. Armen Hovakimian & Gayané Hovakimian, 2009. "Cash Flow Sensitivity of Investment," European Financial Management, European Financial Management Association, vol. 15(1), pages 47-65, January.
    109. Bai, Jushan & Ng, Serena, 2007. "Determining the Number of Primitive Shocks in Factor Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 52-60, January.
    110. Steffen R. Henzel & Malte Rengel, 2017. "Dimensions Of Macroeconomic Uncertainty: A Common Factor Analysis," Economic Inquiry, Western Economic Association International, vol. 55(2), pages 843-877, April.
    111. Epstein, Larry G & Wang, Tan, 1994. "Intertemporal Asset Pricing Under Knightian Uncertainty," Econometrica, Econometric Society, vol. 62(2), pages 283-322, March.
    112. Panagiotis E. Petrakis & Dionysis G. Valsamis & Pantelis C. Kostis, 2014. "Uncertainty Shocks in Eurozone Periphery Countries and Germany," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 8(2), pages 87-106, December.
    113. Baum, Christopher F. & Caglayan, Mustafa & Ozkan, Neslihan, 2009. "The second moments matter: The impact of macroeconomic uncertainty on the allocation of loanable funds," Economics Letters, Elsevier, vol. 102(2), pages 87-89, February.
    114. Ahn, Seoungpil & Denis, David J. & Denis, Diane K., 2006. "Leverage and investment in diversified firms," Journal of Financial Economics, Elsevier, vol. 79(2), pages 317-337, February.
    115. John R. Graham & Campbell R. Harvey, 2001. "Expectations of Equity Risk Premia, Volatility and Asymmetry from a Corporate Finance Perspective," NBER Working Papers 8678, National Bureau of Economic Research, Inc.
    116. Kraft, Holger & Schwartz, Eduardo S. & Weiss, Farina, 2017. "Growth options and firm valuation," SAFE Working Paper Series 6, Leibniz Institute for Financial Research SAFE, revised 2017.
    117. Vivek Ghosal & Prakash Loungani, 2000. "The Differential Impact of Uncertainty on Investment in Small and Large Businesses," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 338-343, May.
    118. Paul Beaudry & Mustafa Caglayan & Fabio Schiantarelli, 2001. "Monetary Instability, the Predictability of Prices, and the Allocation of Investment: An Empirical Investigation Using U.K. Panel Data," American Economic Review, American Economic Association, vol. 91(3), pages 648-662, June.
    119. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    120. W. J. Henisz, 2000. "The Institutional Environment for Economic Growth," Economics and Politics, Wiley Blackwell, vol. 12(1), pages 1-31, March.
    121. Yan Bai & Patrick Kehoe & Cristina Arellano, 2011. "Financial Markets and Fluctuations in Uncertainty," 2011 Meeting Papers 896, Society for Economic Dynamics.
    122. Daniele Tori & Özlem Onaran, 2018. "The effects of financialization on investment: evidence from firm-level data for the UK," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 42(5), pages 1393-1416.
    123. Holger Kraft & Eduardo S. Schwartz & Farina Weiss, 2013. "Growth Options and Firm Valuation," NBER Working Papers 18836, National Bureau of Economic Research, Inc.
    124. Caballero, Ricardo J, 1991. "Earnings Uncertainty and Aggregate Wealth Accumulation," American Economic Review, American Economic Association, vol. 81(4), pages 859-871, September.
    125. John Huizinga, 1993. "Inflation uncertainty, relative price uncertainty, and investment in U.S. manufacturing," Proceedings, Federal Reserve Bank of Cleveland, pages 521-557.
    126. Tibor F. Liska, 2007. "The Liska model," Society and Economy, Akadémiai Kiadó, Hungary, vol. 29(3), pages 363-381, December.
    127. repec:dgr:rugsom:99e07 is not listed on IDEAS
    128. Jorgenson, Dale W, 1971. "Econometric Studies of Investment Behavior: A Survey," Journal of Economic Literature, American Economic Association, vol. 9(4), pages 1111-1147, December.
    129. Avinash Dixit, 1992. "Investment and Hysteresis," Journal of Economic Perspectives, American Economic Association, vol. 6(1), pages 107-132, Winter.
    130. Hartman, Richard, 1972. "The effects of price and cost uncertainty on investment," Journal of Economic Theory, Elsevier, vol. 5(2), pages 258-266, October.
    131. Nalin Kulatilaka & Enrico C. Perotti, 1998. "Strategic Growth Options," Management Science, INFORMS, vol. 44(8), pages 1021-1031, August.
    132. repec:bla:jecsur:v:14:y:2000:i:2:p:119-53 is not listed on IDEAS
    133. Timothy B. Folta & Jonathan P. O'Brien, 2004. "Entry in the presence of dueling options," Strategic Management Journal, Wiley Blackwell, vol. 25(2), pages 121-138, February.
    134. John Asker & Joan Farre-Mensa & Alexander Ljungqvist, 2011. "Comparing the Investment Behavior of Public and Private Firms," NBER Working Papers 17394, National Bureau of Economic Research, Inc.
    135. Blundell, Richard & Bond, Stephen & Devereux, Michael & Schiantarelli, Fabio, 1992. "Investment and Tobin's Q: Evidence from company panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 233-257.
    136. Allayannis, George & Mozumdar, Abon, 2004. "The impact of negative cash flow and influential observations on investment-cash flow sensitivity estimates," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 901-930, May.
    137. James H. Stock & Mark W. Watson, 1989. "New Indexes of Coincident and Leading Economic Indicators," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 351-409, National Bureau of Economic Research, Inc.
    138. Al-Najjar, Nabil I. & Weinstein, Jonathan, 2009. "The Ambiguity Aversion Literature: A Critical Assessment," Economics and Philosophy, Cambridge University Press, vol. 25(3), pages 249-284, November.
    139. Fountas, Stilianos & Karanasos, Menelaos, 2006. "The relationship between economic growth and real uncertainty in the G3," Economic Modelling, Elsevier, vol. 23(4), pages 638-647, July.
    140. Katrakilidis, Constantinos P. & Tabakis, Nikolaos M., 2004. "Macroeconomic Uncertainty and Sectoral Output Performance: Empirical Evidence from Greece," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 5(1), pages 1-10, January.
    141. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    142. Abel, Andrew B, 1983. "Optimal Investment under Uncertainty," American Economic Review, American Economic Association, vol. 73(1), pages 228-233, March.
    143. Knut Are Aastveit & Gisle James Natvik & Sergio Sola, 2013. "Economic uncertainty and the effectiveness of monetary policy," Working Paper 2013/17, Norges Bank.
    144. Alessi, Lucia & Barigozzi, Matteo & Capasso, Marco, 2010. "Improved penalization for determining the number of factors in approximate factor models," Statistics & Probability Letters, Elsevier, vol. 80(23-24), pages 1806-1813, December.
    145. Sarantis Kalyvitis, 2006. "model: an empirical analysis of aggregate business capital spending with maintenance expenditures," Canadian Journal of Economics, Canadian Economics Association, vol. 39(4), pages 1282-1315, November.
    146. Ramsey, Frank P., 1926. "Truth and Probability," Histoy of Economic Thought Chapters, in: Braithwaite, R. B. (ed.),The Foundations of Mathematics and other Logical Essays, chapter 7, pages 156-198, McMaster University Archive for the History of Economic Thought.
    147. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    148. Abdul Rashid, 2011. "How does private firms' investment respond to uncertainty?: Some evidence from the United Kingdom," Journal of Risk Finance, Emerald Group Publishing, vol. 12(4), pages 339-347, August.
    149. Bellgardt, Egon & Behr, Andreas, 2002. "Dynamic Q-investment functions for Germany using panel balance sheet data and a new algorithm for the capital stock at replacement values," Discussion Paper Series 1: Economic Studies 2002,23, Deutsche Bundesbank.
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    Cited by:

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    2. Chisiridis, Konstantinos & Mouratidis, Kostas & Panagiotidis, Theodore, 2022. "The north-south divide, the euro and the world," Journal of International Money and Finance, Elsevier, vol. 121(C).
    3. Akron, Sagi & Demir, Ender & Díez-Esteban, José María & García-Gómez, Conrado Diego, 2022. "How does uncertainty affect corporate investment inefficiency? Evidence from Europe," Research in International Business and Finance, Elsevier, vol. 62(C).
    4. Matthew W Clance & Riza Demirer & Rangan Gupta & Clement Kweku Kyei, 2020. "Predicting firm-level volatility in the United States: the role of monetary policy uncertainty," Economics and Business Letters, Oviedo University Press, vol. 9(3), pages 167-177.
    5. Belke, Ansgar & Frenzel Baudisch, Coletta & Göcke, Matthias, 2020. "Interest rate bands of inaction and play-hysteresis in domestic investment – Evidence for the Euro Area," Journal of Economic Behavior & Organization, Elsevier, vol. 175(C), pages 19-39.
    6. Azqueta-Gavaldon, Andres, 2023. "Political referenda and investment: Evidence from Scotland," European Journal of Political Economy, Elsevier, vol. 80(C).
    7. Panagiotidis, Theodore & Printzis, Panagiotis, 2021. "Investment and uncertainty: Are large firms different from small ones?," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 302-317.
    8. Rola Elkabbani & Christian Richter & Mona ElBannan, 2020. "Determining dividend payouts of the MENA banking industry: a probit approach," Economics and Business Letters, Oviedo University Press, vol. 9(3), pages 221-229.
    9. Thomas A. Alexopoulos & Henry Thompson, 2021. "A macroeconomic simulation for Greece in the wake of its government debt crisis," Economic Change and Restructuring, Springer, vol. 54(3), pages 699-716, August.
    10. Laliotis, Ioannis, 2019. "Did the economic adjustment programmes deliver wage flexibility in Greece?," LSE Research Online Documents on Economics 102653, London School of Economics and Political Science, LSE Library.

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    More about this item

    Keywords

    Greek firms; Uncertainty; Volatility; GMM; Panel data;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D92 - Microeconomics - - Micro-Based Behavioral Economics - - - Intertemporal Firm Choice, Investment, Capacity, and Financing
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

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