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Spatial–Temporal Modeling for Regional Economic Development: A Quantitative Analysis with Panel Data from Western China

Author

Listed:
  • Jingxiao Zhang

    (School of Economics and Management, Chang’an University, Middle-section of Nan’er Huan Road, Xi’an 710064, China)

  • Qiaoling Liu

    (School of Civil Engineering, Chang’an University, No.161, Chang’an Road, Xi’an 710061, China)

  • Chao Wang

    (Assistant Professor, Bert S. Turner Department of Construction Management, Louisiana State University, 3315D Patrick F. Taylor Hall, Baton Rouge, LA 70803, USA)

  • Hui Li

    (School of Civil Engineering, Chang’an University, No.161, Chang’an Road, Xi’an 710061, China)

Abstract

The objective of this research is to analyze regional economic difference and explore the influencing factors, which would eventually provide an effective foundation to narrow the regional economic differences. In this paper, a new regional economic difference model is established considering the interactions between the spatial weight and human capital and foreign direct investment (FDI). With the panel data from twelve western provinces in China, the empirical research is conducted by adopting feasible generalized least squares (FGLS) fixed effects model. The preliminary results show that: (1) the spatial spillover effect of human capital and FDI is significant to the formation of regional economic difference; and (2) the total capital formation, government expenditure, FDI, human capital and patent application authorization are positively correlated with GDP growth per capita, while the number of medical institutions is negatively correlated with GDP growth per capita. In addition, the robust test is carried out for validation by using the filter variable method, spatial lag model and spatial error model. The robustness test results show that the results of the FGLS fixed effects model are validated by the filter variable method. The other two robust test results show that: (1) the total capital formation and the fixed asset investment is of 99.9% significance, which represents that they play a key role in the formation of economic development difference; and (2) the coefficients’ symbols of the other variables are consistent with the FGLS fixed effect model but a little different on the significances, which enhance the effectiveness of the proposed regional economic difference model.

Suggested Citation

  • Jingxiao Zhang & Qiaoling Liu & Chao Wang & Hui Li, 2017. "Spatial–Temporal Modeling for Regional Economic Development: A Quantitative Analysis with Panel Data from Western China," Sustainability, MDPI, vol. 9(11), pages 1-25, October.
    • Handle: RePEc:gam:jsusta:v:9:y:2017:i:11:p:1955-:d:116712
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    1. Riccardo Crescenzi & Carlo Pietrobelli & Roberta Rabellotti, 2017. "Corrigendum to: Innovation drivers, value chains and the geography of multinational corporations in Europe," Journal of Economic Geography, Oxford University Press, vol. 17(4), pages 925-925.
    2. Phillip Toner, 2011. "Workforce Skills and Innovation: An Overview of Major Themes in the Literature," OECD Education Working Papers 55, OECD Publishing.
    3. Gang Zhang, 2005. "Promoting IPR Policy and Enforcement in China: Summary of Dialogues between OECD and China," OECD Science, Technology and Industry Working Papers 2005/1, OECD Publishing.
    4. Shahid Yusuf & Kaoru Nabeshima, 2007. "How Universities Promote Economic Growth," World Bank Publications - Books, The World Bank Group, number 6631, April.
    5. Pooja Khosla, 2015. "Intra-Regional Trade In Africa And The Impact Of Chinese Intervention: A Gravity Model Approach," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(4), pages 41-66, December.
    6. Adrian Smith, 1998. "Reconstructing the Regional Economy," Books, Edward Elgar Publishing, number 1322.
    7. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    8. Yao, Xin & Guo, Chengwen & Shao, Shuai & Jiang, Zhujun, 2016. "Total-factor CO2 emission performance of China’s provincial industrial sector: A meta-frontier non-radial Malmquist index approach," Applied Energy, Elsevier, vol. 184(C), pages 1142-1153.
    9. Simon Evenett & Shahid Yusuf & Weiping Wu, 2001. "Facets of Globalization : International and Local Dimensions of Development," World Bank Publications - Books, The World Bank Group, number 14014, April.
    10. Riccardo Crescenzi & Andrés Rodríguez-Pose, 2011. "Innovation and Regional Growth in the European Union," Advances in Spatial Science, Springer, number 978-3-642-17761-3.
    11. John Whalley & Xiliang Zhao, 2010. "The Contribution of Human Capital to China's Economic Growth," NBER Working Papers 16592, National Bureau of Economic Research, Inc.
    12. Roberta Capello & Peter Nijkamp (ed.), 2009. "Handbook of Regional Growth and Development Theories," Books, Edward Elgar Publishing, number 12874.
    13. Phillip Toner, 2011. "Workforce Skills and Innovation: An Overview of Major Themes in the Literature," OECD Science, Technology and Industry Working Papers 2011/1, OECD Publishing.
    14. Xiaobo Wu & Yanbin Jiang, 2012. "Sectoral role change in transition China: a network analysis from 1990 to 2005," Applied Economics, Taylor & Francis Journals, vol. 44(21), pages 2699-2715, July.
    15. Riccardo Crescenzi & Marco Percoco (ed.), 2013. "Geography, Institutions and Regional Economic Performance," Advances in Spatial Science, Springer, edition 127, number 978-3-642-33395-8.
    16. Bulman,David J., 2016. "Incentivized Development in China," Cambridge Books, Cambridge University Press, number 9781107166295.
    17. Xiaobo Wu & Yanbin Jiang, 2012. "Sectoral role change in transition China: a network analysis from 1990 to 2005," Applied Economics, Taylor & Francis Journals, vol. 44(21), pages 2699-2715, July.
    18. Riccardo Crescenzi & Mara Giua, 2014. "The EU Cohesion policy in context: regional growth and the influence of agricultural and rural development policies," LEQS – LSE 'Europe in Question' Discussion Paper Series 85, European Institute, LSE.
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    Cited by:

    1. Yiheng Zhu & Shan Yang & Jinping Lin & Shanggang Yin, 2022. "Spatial and Temporal Evolutionary Characteristics and Its Influencing Factors of Economic Spatial Polarization in the Yangtze River Delta Region," IJERPH, MDPI, vol. 19(12), pages 1-20, June.
    2. Jun Zhang & Li Cheng, 2019. "Threshold Effect of Tourism Development on Economic Growth Following a Disaster Shock: Evidence from the Wenchuan Earthquake, P.R. China," Sustainability, MDPI, vol. 11(2), pages 1-22, January.

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