Muto, Ichiro and Kumano, Yusuke and Nakano, Akihiro (2013): What explains the recent fluctuations in Japan's output? A structural factor analysis of Japan's industrial production.
Preview |
PDF
MPRA_paper_48615.pdf Download (1MB) | Preview |
Abstract
Since the mid-2000s, Japan's industrial production (IP) has been characterized by increasing volatility. To examine the background to this, we apply the structural factor analysis developed by Foerster, Sarte, and Watson (2011) and decompose variations in Japan's IP into aggregate and sectoral shocks taking input-output relationships between sectors into account. We find that aggregate shocks explain most of the fluctuations in Japan's IP and are highly correlated with variations in overseas economic growth, especially since the early 2000s. However, we find a large increase in the relative importance of sectoral shocks when focusing on the more recent increase in the volatility of IP. Specifically, our analysis suggests that the intersectoral spillovers brought about by the disruptions of supply chain network in the wake of Great East Japan Earthquake and the declines of domestic production (or production capacity) in some sectors as a result of a deterioration in global competitiveness or the shift to overseas production have contributed to the recent fluctuations of Japan's IP.
Item Type: | MPRA Paper |
---|---|
Original Title: | What explains the recent fluctuations in Japan's output? A structural factor analysis of Japan's industrial production |
Language: | English |
Keywords: | Industrial Production; Structural Factor Analysis; Lehman Shock; Great East Japan Earthquake; Supply Chain Network; Input-output Matrix |
Subjects: | C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C32 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes ; State Space Models E - Macroeconomics and Monetary Economics > E2 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy > E23 - Production E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles |
Item ID: | 48615 |
Depositing User: | Ichiro Muto |
Date Deposited: | 26 Jul 2013 05:19 |
Last Modified: | 03 Oct 2019 08:25 |
References: | Andrew T. Foerster & Pierre-Daniel G. Sarte & Mark W. Watson, 2011. "Sectoral versus Aggregate Shocks: A Structural Factor Analysis of Industrial Production," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 1 - 38. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, 05. Iyetomi, Hiroshi & Nakayama, Yasuhiro & Yoshikawa, Hiroshi & Aoyama, Hideaki & Fujiwara, Yoshi & Ikeda, Yuichi & Souma, Wataru, 2011. "What causes business cycles? Analysis of the Japanese industrial production data," Journal of the Japanese and International Economies, Elsevier, vol. 25(3), pages 246-272, September. Kimura, Takeshi & Shiotani, Kyosuke, 2009. "Stabilized business cycles with increased output volatility at high frequencies," Journal of the Japanese and International Economies, Elsevier, vol. 23(1), pages 1-19, March. Muto, Ichiro & Sudo, Nao & Yoneyama, Shunichi, 2013. "Productivity Slowdown in Japan’s Lost Decades: How Much of It is Attributed to Financial Factors?," Dynare Working Papers 28, CEPREMAP. Shioji, Etsuro & Taisuke Uchino, 2012 "External Shocks and Japanese Business Cycles: Impact of the "Great Trade Collapse" on the Automobile Industry", Center on Japanese Economy and Business Working Paper 300, Columbia University. James H. Stock & Mark W. Watson, 2012. "Disentangling the Channels of the 2007-2009 Recession," NBER Working Papers 18094, National Bureau of Economic Research, Inc. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/48615 |