IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v85y2023icp59-72.html
   My bibliography  Save this article

Industrial linkage and clustered regional business cycles in China

Author

Listed:
  • Wang, Xiaoyu
  • Sun, Yanlin
  • Peng, Bin

Abstract

This paper applies the common Markov-switching panel data model from Hamilton and Owyang (2012) to study the similarities and differences across China’s provinces with different industrial linkage characteristics in terms of the timing of entering a contraction. This paper first derives the national business cycles, thus finding short-term contractions not well identified in the existing literature. Second, this paper classifies 30 provinces into four clusters based on the input–output linkages between industries to study the similarities and differences across the provincial business cycles. The results of this paper show a few regional business cycles coincide with the nation’s, but most idiosyncratic cluster contractions exhibit differences in timing around the national contractions. The results also find that contractions of some clusters are likely to spread nationwide. Finally, this paper investigates the reasons for business cycle synchronization.

Suggested Citation

  • Wang, Xiaoyu & Sun, Yanlin & Peng, Bin, 2023. "Industrial linkage and clustered regional business cycles in China," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 59-72.
    • Handle: RePEc:eee:reveco:v:85:y:2023:i:c:p:59-72
    DOI: 10.1016/j.iref.2023.01.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056023000023
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.iref.2023.01.002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Xuemei Jiang & Xiaolin Lu & Jian Xu, 2018. "How do interregional spillovers influence the distribution of technology? The case of Chinese manufacturing," Economic Systems Research, Taylor & Francis Journals, vol. 30(2), pages 219-237, April.
    2. 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.
    3. Dolores Gadea-Rivas, M. & Gómez-Loscos, Ana & Bandrés, Eduardo, 2018. "Clustering regional business cycles," Economics Letters, Elsevier, vol. 162(C), pages 171-176.
    4. Enghin Atalay, 2017. "How Important Are Sectoral Shocks?," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 254-280, October.
    5. van Buuren, Stef & Groothuis-Oudshoorn, Karin, 2011. "mice: Multivariate Imputation by Chained Equations in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i03).
    6. Lo Turco, Alessia & Maggioni, Daniela & Zazzaro, Alberto, 2019. "Financial dependence and growth: The role of input-output linkages," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 308-328.
    7. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    8. Carlo Altavilla, 2004. "Do EMU Members Share the Same Business Cycle?," Journal of Common Market Studies, Wiley Blackwell, vol. 42(5), pages 869-896, December.
    9. Jean Imbs, 2004. "Trade, Finance, Specialization, and Synchronization," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 723-734, August.
    10. Herrerias, M.J. & Ordoñez, J., 2012. "New evidence on the role of regional clusters and convergence in China (1952–2008)," China Economic Review, Elsevier, vol. 23(4), pages 1120-1133.
    11. Anton Pichler & J. Doyne Farmer, 2022. "Simultaneous supply and demand constraints in input–output networks: the case of Covid-19 in Germany, Italy, and Spain," Economic Systems Research, Taylor & Francis Journals, vol. 34(3), pages 273-293, July.
    12. Camacho, Maximo & Leiva-Leon, Danilo, 2019. "The Propagation Of Industrial Business Cycles," Macroeconomic Dynamics, Cambridge University Press, vol. 23(1), pages 144-177, January.
    13. Hernández-Murillo, Rubén & Owyang, Michael T. & Rubio, Margarita, 2017. "Clustered housing cycles," Regional Science and Urban Economics, Elsevier, vol. 66(C), pages 185-197.
    14. Michael T. Owyang & Jeremy Piger & Howard J. Wall, 2005. "Business Cycle Phases in U.S. States," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 604-616, November.
    15. Wang, Jin-ming & Gao, Tie-mei & McNown, Robert, 2009. "Measuring Chinese business cycles with dynamic factor models," Journal of Asian Economics, Elsevier, vol. 20(2), pages 89-97, March.
    16. Gatfaoui, Jamel & Girardin, Eric, 2015. "Comovement of Chinese provincial business cycles," Economic Modelling, Elsevier, vol. 44(C), pages 294-306.
    17. Ron Martin & Peter Sunley & Ben Gardiner & Peter Tyler, 2016. "How Regions React to Recessions: Resilience and the Role of Economic Structure," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 561-585, April.
    18. Liu, Zhiqiang, 2008. "Foreign direct investment and technology spillovers: Theory and evidence," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 176-193, February.
    19. Deng, Hongtu & Xu, Baoliang & Zhao, Yan & Xu, Yonghui, 2022. "Heavy industry priority development strategy and economic growth: The economic logic of the inverted-U theory and economic history explanation," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 1-8.
    20. Ghent, Andra C. & Owyang, Michael T., 2010. "Is housing the business cycle? Evidence from US cities," Journal of Urban Economics, Elsevier, vol. 67(3), pages 336-351, May.
    21. Si, Deng-Kui & Liu, Xi-Hua & Kong, Xianli, 2019. "The comovement and causality between stock market cycle and business cycle in China: Evidence from a wavelet analysis," Economic Modelling, Elsevier, vol. 83(C), pages 17-30.
    22. Kumakura, Masanaga, 2006. "Trade and business cycle co-movements in Asia-Pacific," Journal of Asian Economics, Elsevier, vol. 17(4), pages 622-645, October.
    23. James D. Hamilton & Michael T. Owyang, 2012. "The Propagation of Regional Recessions," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 935-947, November.
    24. Gerlach-Kristen, Petra, 2009. "Business cycle and inflation synchronisation in Mainland China and Hong Kong," International Review of Economics & Finance, Elsevier, vol. 18(3), pages 404-418, June.
    25. Howard J. Wall, 2007. "Regional business cycle phases in Japan," Review, Federal Reserve Bank of St. Louis, vol. 89(Jan), pages 61-80.
    26. FU, Shihe & DONG, Xiaofang & CHAI, Guojun, 2010. "Industry specialization, diversification, churning, and unemployment in Chinese cities," China Economic Review, Elsevier, vol. 21(4), pages 508-520, December.
    27. Ng, Eric C.Y., 2010. "Production fragmentation and business-cycle comovement," Journal of International Economics, Elsevier, vol. 82(1), pages 1-14, September.
    28. Laurenceson, James & Rodgers, Danielle, 2010. "China's macroeconomic volatility -- How important is the business cycle?," China Economic Review, Elsevier, vol. 21(2), pages 324-333, June.
    29. Michael Artis & Massimiliano Marcellino & Tommaso Proietti, 2004. "Dating Business Cycles: A Methodological Contribution with an Application to the Euro Area," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(4), pages 537-565, September.
    30. Han, Yang & Liu, Zehao & Ma, Jun, 2020. "Growth cycles and business cycles of the Chinese economy through the lens of the unobserved components model," China Economic Review, Elsevier, vol. 63(C).
    31. YAO Yang & ZHENG Dongya, 2007. "Externalities and development of heavy industry," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 2(4), pages 467-489, December.
    32. Baxter, Marianne & Kouparitsas, Michael A., 2005. "Determinants of business cycle comovement: a robust analysis," Journal of Monetary Economics, Elsevier, vol. 52(1), pages 113-157, January.
    33. Li, Xiao-Lin & Yan, Jing & Wei, Xiaohui, 2021. "Dynamic connectedness among monetary policy cycle, financial cycle and business cycle in China," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 640-652.
    34. Martha G. Alatriste Contreras & Giorgio Fagiolo, 2014. "Propagation of economic shocks in input-output networks: A cross-country analysis," Post-Print hal-01474258, HAL.
    35. Henderson, Vernon & Kuncoro, Ari & Turner, Matt, 1995. "Industrial Development in Cities," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1067-1090, October.
    36. Hall, Viv B. & McDermott, C. John, 2009. "The New Zealand Business Cycle," Econometric Theory, Cambridge University Press, vol. 25(4), pages 1050-1069, August.
    37. David Norman & Thomas Walker, 2007. "Co‐Movement Of Australian State Business Cycles," Australian Economic Papers, Wiley Blackwell, vol. 46(4), pages 360-374, December.
    38. Poncet, Sandra & Barthélemy, Jean, 2008. "China as an Integrated Area?," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 23, pages 896-926.
    39. Krzysztof Beck, 2021. "Capital mobility and the synchronization of business cycles: Evidence from the European Union," Review of International Economics, Wiley Blackwell, vol. 29(4), pages 1065-1079, September.
    40. Julio Garin & Michael J. Pries & Eric R. Sims, 2018. "The Relative Importance of Aggregate and Sectoral Shocks and the Changing Nature of Economic Fluctuations," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 119-148, January.
    41. Cerqueira, Pedro André & Martins, Rodrigo, 2009. "Measuring the determinants of business cycle synchronization using a panel approach," Economics Letters, Elsevier, vol. 102(2), pages 106-108, February.
    42. Tian, Xu & Zhang, Xiaoheng & Zhou, Yingheng & Yu, Xiaohua, 2016. "Regional income inequality in China revisited: A perspective from club convergence," Economic Modelling, Elsevier, vol. 56(C), pages 50-58.
    43. Guisinger, Amy Y. & Owyang, Michael T. & Soques, Daniel, 2024. "Industrial Connectedness and Business Cycle Comovements," Econometrics and Statistics, Elsevier, vol. 29(C), pages 132-149.
    44. Horvath, Michael, 2000. "Sectoral shocks and aggregate fluctuations," Journal of Monetary Economics, Elsevier, vol. 45(1), pages 69-106, February.
    45. Tang, K. K., 1998. "Economic Integration of the Chinese Provinces: A Business Cycle Approach," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 13, pages 549-570.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Makram El-Shagi & Kiril Tochkov, 2024. "Regional Effects of Monetary Policy in China," CFDS Discussion Paper Series 2024/1, Center for Financial Development and Stability at Henan University, Kaifeng, Henan, China.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Roberto Casarin & Komla Mawulom Agudze & Monica Billio & Eric Girardin, 2014. "Growth-cycle phases in China�s provinces: A panel Markov-switching approach," Working Papers 2014:19, Department of Economics, University of Venice "Ca' Foscari".
    2. Gatfaoui, Jamel & Girardin, Eric, 2015. "Comovement of Chinese provincial business cycles," Economic Modelling, Elsevier, vol. 44(C), pages 294-306.
    3. Huang, Shuo & Fidrmuc, Jan & Fidrmuc, Jarko, 2015. "Whither China? Reform and economic integration among Chinese regions," China Economic Review, Elsevier, vol. 33(C), pages 94-110.
    4. Wall, Howard, 2023. "The Great, Greater, and Greatest Recessions of US States," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 53(1), January.
    5. Quintero Otero, Jorge David & Padilla Sierra, Alcides de Jesús, 2024. "Impacto de la sincronización sub-nacional sobre el comportamiento de los ciclos nacionales en economías emergentes con inflación objetivo," Documentos Departamento de Economía 54, Universidad del Norte.
    6. Beck, Krzysztof, 2021. "Why business cycles diverge? Structural evidence from the European Union," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    7. Molnárová, Zuzana & Reiter, Michael, 2022. "Technology, demand, and productivity: What an industry model tells us about business cycles," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
    8. Ansgar Belke & Clemens Domnick & Daniel Gros, 2017. "Business Cycle Synchronization in the EMU: Core vs. Periphery," Open Economies Review, Springer, vol. 28(5), pages 863-892, November.
    9. Sabrina Bunyan & David Duffy & George Filis & Ishmael Tingbani, 2018. "Bilateral business cycle synchronisation in the EMU: What is the role of fiscal policy and government size?," Working Papers 2018.02, International Network for Economic Research - INFER.
    10. Robert C. Johnson, 2014. "Trade in Intermediate Inputs and Business Cycle Comovement," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(4), pages 39-83, October.
    11. Imbs, Jean & Pauwels, Laurent, 2019. "Fundamental Moments," Working Papers BAWP-2019-06, University of Sydney Business School, Discipline of Business Analytics.
    12. Guisinger, Amy Y. & Owyang, Michael T. & Soques, Daniel, 2024. "Industrial Connectedness and Business Cycle Comovements," Econometrics and Statistics, Elsevier, vol. 29(C), pages 132-149.
    13. Camacho, Maximo & Leiva-Leon, Danilo, 2019. "The Propagation Of Industrial Business Cycles," Macroeconomic Dynamics, Cambridge University Press, vol. 23(1), pages 144-177, January.
    14. Zuzana Molnarova, 2020. "Industry evidence and the vanishing cyclicality of labor productivity," Vienna Economics Papers vie2001, University of Vienna, Department of Economics.
    15. Hideaki Hirata & M. Ayhan Kose & Chris Otrok, "undated". "Regionalization vs. Globalization," Working Paper 164456, Harvard University OpenScholar.
    16. Zuzana Molnarova, 2020. "Industry evidence and the vanishing cyclicality of labor productivity," Vienna Economics Papers 2001, University of Vienna, Department of Economics.
    17. Sabrina Bunyan & David Duffy & George Filis & Ishmael Tingbani, 2020. "Fiscal policy, government size and EMU business cycle synchronization," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(2), pages 201-222, May.
    18. Everett Grant & Julieta Yung, 2019. "Upstream, Downstream & Common Firm Shocks," Globalization Institute Working Papers 360, Federal Reserve Bank of Dallas.
    19. Yu, Chunjiao & Zhao, Jiaqi & Cheng, Shixiong, 2023. "GVC trade and business cycle synchronization between China and belt-road countries," Economic Modelling, Elsevier, vol. 126(C).
    20. Michael T. Owyang & Jeremy Piger & Daniel Soques, 2022. "Contagious switching," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(2), pages 415-432, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:reveco:v:85:y:2023:i:c:p:59-72. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620165 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.