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Spatio‐temporal dynamics of technical efficiency in China’s specialized markets: A stochastic frontier analysis approach

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  • Xuliang Zhang
  • Xiaohui Hu
  • Wei Xu

Abstract

China’s specialized markets as a special form of bottom‐up capital agglomeration have played a key role in fostering regional development. It once exhibited positive externalities with high efficiencies. However, given the rapid proliferation of specialized markets and the penetration of E‐commerce, their advantages may have shifted and the understanding of this shift is limited. The paper explores the spatio‐temporal dynamics of China’s specialized markets in terms of technical efficiency. Based on turnover data from Statistical Yearbooks of China Commodity Exchange Market from 2000 to 2016, technical efficiencies in specialized markets are measured by a Stochastic Frontier Analysis (SFA) approach using panel data. The results show that (a) the technical efficiencies in China’s specialized markets are significantly divergent in space over time; (b) labor input has notable effect on efficiency increase, while capital input has no significant effect; (c) informatization level, cluster size, and degree of market openness are identified to have a positive effect on specialized market’s technical efficiency. This paper argues that specialized markets should be taken seriously in the cluster evolution research. The role of proximity and the bounded links between specialized markets and their local clusters is the key to understanding their changing forms, performances, and trajectories.

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  • Xuliang Zhang & Xiaohui Hu & Wei Xu, 2020. "Spatio‐temporal dynamics of technical efficiency in China’s specialized markets: A stochastic frontier analysis approach," Growth and Change, Wiley Blackwell, vol. 51(3), pages 1182-1202, September.
    • Handle: RePEc:bla:growch:v:51:y:2020:i:3:p:1182-1202
    DOI: 10.1111/grow.12399
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    as
    1. Michael Dunford & Weidong Liu, 2019. "Chinese perspectives on the Belt and Road Initiative," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 12(1), pages 145-167.
    2. Peng-Fei Li & Harald Bathelt & Jici Wang, 2012. "Network dynamics and cluster evolution: changing trajectories of the aluminium extrusion industry in Dali, China," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 127-155, January.
    3. Nicholas A Phelps & Miguel Atienza & Martin Arias, 2018. "An invitation to the dark side of economic geography," Environment and Planning A, , vol. 50(1), pages 236-244, February.
    4. Freund, Caroline L. & Weinhold, Diana, 2004. "The effect of the Internet on international trade," Journal of International Economics, Elsevier, vol. 62(1), pages 171-189, January.
    5. Robert Hassink & Chun Yang & Tianlan Fu & Lixun Li, 2017. "Emerging Adaptation of Local Clusters in China in a Shifting Global Economy: Evidence from the Furniture Cluster in Houjie Town, Dongguan," Growth and Change, Wiley Blackwell, vol. 48(2), pages 214-232, June.
    6. Davis, Donald R. & Weinstein, David E., 2003. "Market access, economic geography and comparative advantage: an empirical test," Journal of International Economics, Elsevier, vol. 59(1), pages 1-23, January.
    7. Canfei He & Yan Yan & David Rigby, 2018. "Regional industrial evolution in China," Papers in Regional Science, Wiley Blackwell, vol. 97(2), pages 173-198, June.
    8. Yehua Dennis Wei & Wangming Li & Chunbin Wang, 2007. "Restructuring Industrial Districts, Scaling Up Regional Development: A Study of the Wenzhou Model, China," Economic Geography, Taylor & Francis Journals, vol. 83(4), pages 421-444, October.
    9. Ron Boschma, 2015. "Do spinoff dynamics or agglomeration externalities drive industry clustering? A reappraisal of Steven Klepper’s work," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(4), pages 859-873.
    10. Jiawei Wu & Yehua Dennis Wei & Qizhai Li & Feng Yuan, 2018. "Economic Transition and Changing Location of Manufacturing Industry in China: A Study of the Yangtze River Delta," Sustainability, MDPI, vol. 10(8), pages 1-28, July.
    11. Zhenshan Yang & Michael Dunford, 2017. "Cluster evolution and urban industrial dynamics in the transition from a planned to a socialist market economy: the case of Beijing," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(1), pages 50-71, January.
    12. Shengjun Zhu & John Pickles, 2015. "Turkishization of a Chinese apparel firm: fast fashion, regionalisation and the shift from global supplier to new end markets," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(3), pages 537-553.
    13. Mariko Watanabe (ed.), 2014. "The Disintegration of Production," Books, Edward Elgar Publishing, number 15857.
    14. Huasheng Zhu & Xue Huang & Qingcan He & Jie Li & Lingzhi Ren, 2016. "Sustaining Competitiveness: Moving Towards Upstream Manufacturing in Specialized-Market-Based Clusters in the Chinese Toy Industry," Sustainability, MDPI, vol. 8(2), pages 1-19, February.
    15. Tianlan Fu & Chun Yang & Lixun Li, 2020. "Market imperative and cluster evolution in China: evidence from Shunde," Regional Studies, Taylor & Francis Journals, vol. 54(2), pages 244-255, February.
    16. Bill McEvily & Akbar Zaheer, 1999. "Bridging ties: a source of firm heterogeneity in competitive capabilities," Strategic Management Journal, Wiley Blackwell, vol. 20(12), pages 1133-1156, December.
    17. Pierre-Alexandre Balland & José Antonio Belso-Martínez & Andrea Morrison, 2016. "The Dynamics of Technical and Business Knowledge Networks in Industrial Clusters: Embeddedness, Status, or Proximity?," Economic Geography, Taylor & Francis Journals, vol. 92(1), pages 35-60, January.
    18. Raymond L. Paquin & Jennifer Howard‐Grenville, 2012. "The Evolution of Facilitated Industrial Symbiosis," Journal of Industrial Ecology, Yale University, vol. 16(1), pages 83-93, February.
    19. Robert Hassink, 2005. "How to unlock regional economies from path dependency? From learning region to learning cluster," European Planning Studies, Taylor & Francis Journals, vol. 13(4), pages 521-535, June.
    20. Nee, Victor & Opper, Sonja, 2012. "Capitalism from Below: Markets and Institutional Change in China," Economics Books, Harvard University Press, number 9780674050204, Spring.
    21. Suma S. Athreye & David Keeble, 2002. "Specialized Markets and the Behavior of Firms: Evidence from the United Kingdom’s Regional Economies," International Regional Science Review, , vol. 25(1), pages 38-62, January.
    22. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    23. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October.
    24. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    25. Bellandi, Marco & Lombardi, Silvia, 2012. "Specialized markets and Chinese industrial clusters: The experience of Zhejiang Province," China Economic Review, Elsevier, vol. 23(3), pages 626-638.
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