The impacts of Uncertainty on the Industrial Product: Empirical Evidence with the PVAR Model

Authors

  • Júlio vicente Cateia Doutorando do Programa de Pós-graduação em Desenvolvimento Econômico da Universidade Federal do Paraná (PPGDE/UFPR)

DOI:

https://doi.org/10.5007/2175-8085.2021.e82429

Abstract

The interest rates and uncertainty are supposed to play an important role on the agents' decisions. This study has two main objectives. First, we verify the impact of industrial output to the investments and real interest rates shocks in mercusur countries using the PVAR model through the GMM system (1997-2016). The results of the estimates show, on the one hand, that industrial production responds positively and statistically significant to changes in investments and, on the other one, it responds negatively to changes in real interest rates. Granger's causality test suggests that investments and interest rates Granger-cause the industrial product. Second, we present empirical evidence of the role of uncertainties in the agents' investment decision-making process, considering only the case of Brazil (2002-2016). We find that the industrial product and investments increase with the agents' confidence on the federal government future behavior  but decrease when uncertainties raise.

References

Abrigo, M. R. M.; Love, I. (2015), "Estimation of Panel Vector Autoregression in Stata: a Package of Programs", The Stata Journal, 16(3), p.778-804.

Alonso-Borrego, C.; Arellano, M. (1996). Symmetrically normalised instrumental variable estimation using panel data. CEMFI Working Paper n. 9612.

Andrews, D.W.K.; Lu, B. (2001), "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models", Journal of Econometrics, 101(1), p.123-164.

Arellano, M.; Bond, S. (1991), "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations", The Review of Economic Studies, 58(2), p. 277-297.

Arellano, M.; Bover, O. (1995), "Another look at the instrumental variable estimation of error-components models", Journal of Econometrics, 68, p.29-51.

Bader, M.; Malawi, A.I. (2010), "The Impact of Interest Rate on Investment In Jordan: A Cointegration Analysis", JKAU: Economy & Administration, 24(1), p. 199-209.

Baltagi, B. (2005). Econometric analysis of panel data. Vasa.

Blundell, R.; Bond, S. (1998), "Initial conditions and moment restrictions in dynamic panel data models", Journal of Econometrics, 87, p.115-143.

Bond, S. (2002), "Dynamic panel data models: a guide to microdata methods and practice", Portuguese Economic Journal, 1, p.141–162.

Cardim, F.C. (2008), "Equilíbrio fiscal e política econômica keynesiana", Revista Análise Econômica, 26(50), p.7-25.

Canova, F.; Pappa, E.; West, K. D; Zoega, G. (2004), "Does It Cost to Be Virtuous? The Macroeconomic Effects of Fiscal Constraints [with Comments] ", NBER International Seminar on Macroeconomics, 43p.

Canova, F.; Ciccarelli, M.; Ortega, E. (2007), "Similarities and Convergence in G-7 Cycles", Journal of Monetary Economics, 54, p,850-878.

Canova, F.; Ciccarelli, M. (2012), "lubMed? Cyclical fluctuations in the Mediterranean basin", Journal of International Economics, 88, p.162-175.

Canova, F.; Ciccarelli, M. (2013), "Panel Vector Autoregressive Models A Survey", European Central Bank. Workin Paper Series, n.1507, 53p.

Davidson, P. (2002), Financial Markets, Money and the Real World. Edward Elgar.

Dupor, B. (2001), "Investment and Interest Rate Policy", Journal of Economic Theory, 98, p.85-113.

Cushman, D.; Zha, T. (1997), "Identifying monetary policy in a small open economy under flexible exchange rates", Journal of Monetary Economics, 39, p433-448.

Fritz, B; de Paula, L.F; Prates, D.M. (2016), "Hierarquia de moedas e redução da autonomia de política econômica em economias periféricas emergentes: uma análise keynesiano estruturalista". In: Ensaios sobre os 80 anos da Teoria Geral. Ferrari Filho, F & Terra, F.H.B (Org). Tomo Editorial . Porto Alegre.

GREENE, W. H. (1993), Econometric Analysis. New Jersey: Prentice HALL.

Greene, W. H. (2012), Econometric Analysis. England: Pearson.

harris, R. D. F.; Tzavalis, E. (1999), "Inference for unit roots in dynamic panels where the time dimension is fixed", Journal of Econometrics, 91, p.201–226.

Holtz-eakin, D.; Newey, W.; Rosen, H.S. (1988), "Estimating vector autoregressions with panel data". Econometrica, 56(6), p.1371-1395.

Ingersoll J.E., Ross, S. A. (1992), "Waiting to Invest. Investment and Uncertainty". Journal of Business, 65, p. l-29.

IPEA. Instituto de Pesquisa Econômica Aplicada. IPEADATA. Temas: comércio exterior.

Juodis, A. (2018), "First difference transformation in panel VAR models:Robustness, estimation and inference", Econometric Reviews, 37(6), p. 650-693.

Kapoor, M. Ravi, S. (2009), " The Effect of Interest Rate on Household Consumption: Evidence from a Natural Experiment in India ", 25p. Available at SSRN: https://ssrn.com/abstract=1346813

Keynes, J.M. (1936 [1996), The General Theory of Employment, Interest and Money. São Paulo: Nova Cultural.

Levin, A.; Lin, C.-F.; Chu, C.-S. J. (2002), "Unit root tests in panel data: Asymptotic and finite-sample properties " , Journal of Econometrics, 108, p.1–24.

Li,W. S., Khurshid, A. (2015), "The effect of interest rate on investment; Empirical evidence of Jiangsu Province, China" Journal of International Studies, v. 8(1), p. 81-90.

Love, I., Zicchino, L. (2006), "Financial development and dynamic invetsment behaviour: Evidence from a Panel VAR",The Quartely Review of Economic and Finance, 46, p.190-210.

Minsky, H. (1986), Stabilizing Unstable Economy. Yale University Press.

OSENI, I. O. (2016), "Exchange rate volatility and private consumption in Sub-Saharan African countries: A system-GMM dynamic panel analysis",Future Business Journal, 2, p.103–115.

Runde, J. (1997). Keynesian Methodology. In: A second Edition of General Theory (vol 2). Capítulo 33. Harcourt, C.C; Riach, P.A (org). Routledge.

Sawyer, M. (2014), "Fiscal and interest rate policies in the "new consensus" framework: a different perspective", Journal of Post Keynesian Economics, 1(4), p.549-565,2014.

Wilcox, J. (1990), "Nominal Interest Rate Effects On Real Consumer Expendicture", Business Economics, p.31-37.

World Bank. (2017), "World Development Indicator". World Bank Database, WorldBank, 2017.

Wooldridge, J.M. (2002), Econometric analysis of crosssection and panel data. booksgooglecom, 58. MITPress.

Downloads

Published

2021-12-22