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Heterogeneous Effects of ICT across Multiple Economic Development in Chinese Cities: A Spatial Quantile Regression Model

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  • Congbo Chen

    (School of Economics & Management, Fuzhou University, Fuzhou 350108, China)

  • Azhong Ye

    (School of Economics & Management, Fuzhou University, Fuzhou 350108, China)

Abstract

Most previous articles estimate the effects of information communication technologies (ICTs) on economic growth average using national data without consideration of heterogeneity of ICT effects on cities across multiple economic development. The heterogeneity of ICT effects is confirmed to promote both the sustainability and equitableness of the whole cities. In order to investigate the heterogeneous effects of ICT between developed and less developed cities, a quantile spatial autoregressive (QSAR) model is applied to estimate coefficients at different quantiles while accounting for the spatial dependence of urban economy. We find significantly positive effects of ICT in local and neighboring cities after controlling the spatial dependence of urban economy. We have further found larger coefficients of ICT-related variables in cities with lower gross domestic product (GDP) per capital suggesting that digital dividend from ICT prefer the less developed cities over developed cities. Our conclusions indicate there would be “double dividend” from ICT, namely an improvement of both overall economic growth and balanced economic development among cities.

Suggested Citation

  • Congbo Chen & Azhong Ye, 2021. "Heterogeneous Effects of ICT across Multiple Economic Development in Chinese Cities: A Spatial Quantile Regression Model," Sustainability, MDPI, vol. 13(2), pages 1-13, January.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:2:p:954-:d:482685
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    as
    1. Mathur, Shishir, 2019. "Impact of an urban growth boundary across the entire house price spectrum: The two-stage quantile spatial regression approach," Land Use Policy, Elsevier, vol. 80(C), pages 88-94.
    2. Bernardo Maggi, 2019. "ICT stochastic externalities, technology innovation and business services: is there an evidence of missed opportunity growth?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(3), pages 265-278, April.
    3. Dale W. Jorgenson & Khuong Vu, 2005. "Information technology and the world economy," Proceedings, Federal Reserve Bank of San Francisco.
    4. Sharma, Shalini, 2003. "Persistence and stability in city growth," Journal of Urban Economics, Elsevier, vol. 53(2), pages 300-320, March.
    5. Juan Lin & Zhou Yu & Yehua Dennis Wei & Mingfeng Wang, 2017. "Internet Access, Spillover and Regional Development in China," Sustainability, MDPI, vol. 9(6), pages 1-18, June.
    6. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio, 2017. "Knowledge Spillovers, ICT and Productivity Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(4), pages 592-618, August.
    7. Tae-Hwan Kim & Christophe Muller, 2020. "Inconsistency transmission and variance reduction in two-stage quantile regression," Post-Print hal-02084505, HAL.
    8. Ceccobelli, M. & Gitto, S. & Mancuso, P., 2012. "ICT capital and labour productivity growth: A non-parametric analysis of 14 OECD countries," Telecommunications Policy, Elsevier, vol. 36(4), pages 282-292.
    9. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    10. Zhouying Song & Tao Song & Yu Yang & Zhenbo Wang, 2019. "Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis," Sustainability, MDPI, vol. 11(17), pages 1-21, August.
    11. Gaspar, Jess & Glaeser, Edward L., 1998. "Information Technology and the Future of Cities," Journal of Urban Economics, Elsevier, vol. 43(1), pages 136-156, January.
    12. Eaton, Jonathan & Eckstein, Zvi, 1997. "Cities and growth: Theory and evidence from France and Japan," Regional Science and Urban Economics, Elsevier, vol. 27(4-5), pages 443-474, August.
    13. ., 2017. "Digital knowledge generation and the appropriability trade-off," Chapters, in: Endogenous Innovation, chapter 8, pages 110-126, Edward Elgar Publishing.
    14. Antonelli, Cristiano, 2017. "Digital knowledge generation and the appropriability trade-off," Telecommunications Policy, Elsevier, vol. 41(10), pages 991-1002.
    15. Sharma, Ravi & Fantin, Arul-Raj & Prabhu, Navin & Guan, Chong & Dattakumar, Ambica, 2016. "Digital literacy and knowledge societies: A grounded theory investigation of sustainable development," Telecommunications Policy, Elsevier, vol. 40(7), pages 628-643.
    16. Robbert Maseland, 2014. "Does Germany have an East-West Problem? Regional Growth Patterns in Germany since Reunification," Regional Studies, Taylor & Francis Journals, vol. 48(7), pages 1161-1175, July.
    17. Edquist, Harald & Henrekson, Magnus, 2017. "Swedish lessons: How important are ICT and R&D to economic growth?," Structural Change and Economic Dynamics, Elsevier, vol. 42(C), pages 1-12.
    18. Fukao, Kyoji & Ikeuchi, Kenta & Kim, YoungGak & Kwon, Hyeog Ug, 2016. "Why was Japan left behind in the ICT revolution?," Telecommunications Policy, Elsevier, vol. 40(5), pages 432-449.
    19. Philip Kostov, 2009. "A Spatial Quantile Regression Hedonic Model of Agricultural Land Prices," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(1), pages 53-72.
    20. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    21. Edquist, Harald & Henrekson, Magnus, 2017. "Do R&D and ICT affect total factor productivity growth differently?," Telecommunications Policy, Elsevier, vol. 41(2), pages 106-119.
    22. Liao, Hailin & Wang, Bin & Li, Baibing & Weyman-Jones, Tom, 2016. "ICT as a general-purpose technology: The productivity of ICT in the United States revisited," Information Economics and Policy, Elsevier, vol. 36(C), pages 10-25.
    23. Chuan Sun & Hao Jiao & Yun Ren, 2014. "Regional Informatization and Economic Growth in Japan: An Empirical Study Based on Spatial Econometric Analysis," Sustainability, MDPI, vol. 6(10), pages 1-21, October.
    24. Saeed Moshiri, 2016. "ICT spillovers and productivity in Canada: provincial and industry analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(8), pages 801-820, November.
    25. Duncan Black & Vernon Henderson, 2003. "Urban evolution in the USA," Journal of Economic Geography, Oxford University Press, vol. 3(4), pages 343-372, October.
    26. Li, Raymond & Shiu, Alice, 2012. "Internet diffusion in China: A dynamic panel data analysis," Telecommunications Policy, Elsevier, vol. 36(10), pages 872-887.
    27. Liao, Wen-Chi & Wang, Xizhu, 2012. "Hedonic house prices and spatial quantile regression," Journal of Housing Economics, Elsevier, vol. 21(1), pages 16-27.
    28. Koutroumpis, Pantelis, 2009. "The economic impact of broadband on growth: A simultaneous approach," Telecommunications Policy, Elsevier, vol. 33(9), pages 471-485, October.
    29. Kumar, Ronald Ravinesh & Stauvermann, Peter Josef & Samitas, Aristeidis, 2016. "The effects of ICT⁎ on output per worker: A study of the Chinese economy," Telecommunications Policy, Elsevier, vol. 40(2), pages 102-115.
    30. Alessandra Colecchia & Paul Schreyer, 2002. "ICT Investment and Economic Growth in the 1990s: Is the United States a Unique Case? A Comparative Study of Nine OECD Countries," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 408-442, April.
    31. Venturini, Francesco, 2015. "The modern drivers of productivity," Research Policy, Elsevier, vol. 44(2), pages 357-369.
    32. Strohmaier, R. & Rainer, A., 2016. "Studying general purpose technologies in a multi-sector framework: The case of ICT in Denmark," Structural Change and Economic Dynamics, Elsevier, vol. 36(C), pages 34-49.
    33. Haftu, Girmay Giday, 2019. "Information communications technology and economic growth in Sub-Saharan Africa: A panel data approach," Telecommunications Policy, Elsevier, vol. 43(1), pages 88-99.
    34. Wolfgang Karl Härdle & Vladimir Spokoiny & Weining Wang, 2011. "Local Quantile Regression," SFB 649 Discussion Papers SFB649DP2011-005, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
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