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What explains the recent fluctuations in Japan’s output? A structural factor analysis of Japan’s industrial production

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  • Kumano, Yusuke
  • Muto, Ichiro
  • Nakano, Akihiro

Abstract

By applying the structural factor analysis developed by Foerster et al. (2011), we decompose the fluctuations of Japan’s industrial production (IP) into sectoral shocks and aggregate shocks, taking input–output relationships between sectors into account. Our results show that, except for the global financial crisis period, sectoral shocks explain, on an average, nearly half of the quarterly variations in Japan’s IP. Although the relative importance of sectoral shocks declined during the global financial crisis period, it increased again in the recent post-crisis period and, at this time, it contributes to the increased volatility of Japan’s IP. Specifically, our analysis suggests that the intersectoral spillovers brought about by disruptions of supply chain networks in the wake of the Great East Japan Earthquake, the declines in domestic production (or production capacity) in some sectors, as a result of a deterioration in global competitiveness, and a shift to overseas production have contributed to the recent increase in fluctuations of Japan’s IP.

Suggested Citation

  • Kumano, Yusuke & Muto, Ichiro & Nakano, Akihiro, 2014. "What explains the recent fluctuations in Japan’s output? A structural factor analysis of Japan’s industrial production," Journal of the Japanese and International Economies, Elsevier, vol. 34(C), pages 135-153.
  • Handle: RePEc:eee:jjieco:v:34:y:2014:i:c:p:135-153
    DOI: 10.1016/j.jjie.2014.05.004
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    1. 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.
    2. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    3. 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.
    4. 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.
    5. Ichiro Muto & Nao Sudo & Shunichi Yoneyama, "undated". "Productivity Slowdown in Japan's Lost Decades: How Much of It Can Be Attributed to Damaged Balance Sheets?," Bank of Japan Working Paper Series 16-E-3, Bank of Japan.
    6. T. Miyagawa & Y. Sakuragawa & M. Takizawa, 2006. "Productivity And Business Cycles In Japan: Evidence From Japanese Industry Data," The Japanese Economic Review, Japanese Economic Association, vol. 57(2), pages 161-186, June.
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    8. Naohito Abe, 2004. "The Multi‐Sector Business Cycle Model and Aggregate Shocks: An Empirical Analysis," The Japanese Economic Review, Japanese Economic Association, vol. 55(1), pages 101-118, March.
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    10. TOKUI Joji & ARAI Nobuyuki & KAWASAKI Kazuyasu & MIYAGAWA Tsutomu & FUKAO Kyoji & ARAI Sonoe & EDAMURA Kazuma & KODAMA Naomi & NOGUCHI Naohiro, 2012. "The Economic Impact of the Great East Japan Earthquake: Comparison with other disasters, supply chain disruptions, and electric power supply constraint (Japanese)," Policy Discussion Papers (Japanese) 12004, Research Institute of Economy, Trade and Industry (RIETI).
    11. Konomi Tonogi & Katsuaki Ochiai & Kazumi Asako, 2010. "Business Cycles in Japan and in Asian Countries : Tests of Comovements between CI and Trade Statistics," Public Policy Review, Policy Research Institute, Ministry of Finance Japan, vol. 6(2), pages 237-260, March.
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    13. Mitsuhiro Osada & Takuji Kawamoto, 2007. "Stabilization in the Volatility of Output: A Decline in Cross-industry Comovements," Bank of Japan Review Series 07-E-6, Bank of Japan.
    14. 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.
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    1. Iiboshi, Hirokuni & Matsumae, Tatsuyoshi & Namba, Ryoichi & Nishiyama, Shin-Ichi, 2015. "Estimating a DSGE model for Japan in a data-rich environment," Journal of the Japanese and International Economies, Elsevier, vol. 36(C), pages 25-55.
    2. Takaoka, Sumiko, 2018. "Convenience yield on government bonds and unconventional monetary policy in Japanese corporate bond spreads," MPRA Paper 86418, University Library of Munich, Germany.

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    More about this item

    Keywords

    Industrial production; Structural factor analysis; Lehman shock; Great East Japan earthquake; Supply chain network; Input–output matrix;
    All these keywords.

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

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