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ICT and socio-economic development: Evidence from a spatial panel data analysis in China

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  • Wang, Di
  • Zhou, Tao
  • Lan, Feng
  • Wang, Mengmeng

Abstract

Over recent decades, information and communication technology (ICT) has had a profound impact on the economy and on society more broadly. The purpose of this study was to explore the effects of ICT on socio-economic development in China by considering spatial effects. To understand the overall influence of ICT on socio-economic development, the study used principal component analysis (PCA) to establish composite ICT and socio-economic development indexes based on data collected from 31 provinces in the period 2009–2018. In applying the spatial panel data analysis, this article argues that a spatial Durbin model (SDM) with spatial fixed effects is the most suitable model for the purpose of making estimations. The results of the SDM suggest the socio-economic development of provinces contains strong spatial correlations. More specifically, although ICT plays an essential role in improving socio-economic development, the spatial spillover effects of ICT negatively affect the socio-economic development in adjacent areas, implying that a digital divide exists among China's provinces and that this digital gap can lead to unbalanced socio-economic development. The article concludes by outlining some practical policy recommendations for the advancement of ICT going forward to help alleviate the adverse effects of the digital divide and enhance the benefits of ICT-based socio-economic development.

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  • Wang, Di & Zhou, Tao & Lan, Feng & Wang, Mengmeng, 2021. "ICT and socio-economic development: Evidence from a spatial panel data analysis in China," Telecommunications Policy, Elsevier, vol. 45(7).
    • Handle: RePEc:eee:telpol:v:45:y:2021:i:7:s030859612100077x
    DOI: 10.1016/j.telpol.2021.102173
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    as
    1. Xia, Jun, 2016. "Universal service policy in China (II): Case study and institutional variables," Telecommunications Policy, Elsevier, vol. 40(2), pages 253-264.
    2. Hardy, Andrew P., 1980. "The role of the telephone in economic development," Telecommunications Policy, Elsevier, vol. 4(4), pages 278-286, December.
    3. Jose Benitez & Yang Chen & Thompson S.H. Teo & Aseel Ajamieh, 2018. "Evolution of the impact of e-business technology on operational competence and firm profitability: A panel data investigation," Post-Print hal-01998202, HAL.
    4. Tewathia, Nidhi & Kamath, Anant & Ilavarasan, P. Vigneswara, 2020. "Social inequalities, fundamental inequities, and recurring of the digital divide: Insights from India," Technology in Society, Elsevier, vol. 61(C).
    5. You, Wanhai & Lv, Zhike, 2018. "Spillover effects of economic globalization on CO2 emissions: A spatial panel approach," Energy Economics, Elsevier, vol. 73(C), pages 248-257.
    6. Cheng, Chih-Yang & Chien, Mei-Se & Lee, Chien-Chiang, 2021. "ICT diffusion, financial development, and economic growth: An international cross-country analysis," Economic Modelling, Elsevier, vol. 94(C), pages 662-671.
    7. Oecd, 2001. "Understanding the Digital Divide," OECD Digital Economy Papers 49, OECD Publishing.
    8. Yannis M. Ioannides & Henry G. Overman & Esteban Rossi-Hansberg & Kurt Schmidheiny, 2008. "The effect of information and communication technologies on urban structure [‘Trade and circuses: Explaining urban giants’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(54), pages 202-242.
    9. Xia, Jun, 2016. "Universal service policy in China (I): Institutional elements and ecosystem," Telecommunications Policy, Elsevier, vol. 40(2), pages 242-252.
    10. Wantchekon, Leonard & Riaz, Zara, 2019. "Mobile technology and food access," World Development, Elsevier, vol. 117(C), pages 344-356.
    11. Martínez, Diego & Rodríguez, Jesús & Torres, José L., 2008. "The productivity paradox and the new economy: The Spanish case," Journal of Macroeconomics, Elsevier, vol. 30(4), pages 1569-1586, December.
    12. Pérez-Amaral, Teodosio & Valarezo, Angel & López, Rafael & Garín-Muñoz, Teresa & Herguera, Iñigo, 2020. "E-commerce by individuals in Spain using panel data 2008–2016," Telecommunications Policy, Elsevier, vol. 44(4).
    13. Sassi, Seifallah & Goaied, Mohamed, 2013. "Financial development, ICT diffusion and economic growth: Lessons from MENA region," Telecommunications Policy, Elsevier, vol. 37(4), pages 252-261.
    14. Vu, Khuong M., 2011. "ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period," Telecommunications Policy, Elsevier, vol. 35(4), pages 357-372, May.
    15. James B. Pick & Avijit Sarkar, 2015. "United States Digital Divide," Progress in IS, in: The Global Digital Divides, edition 127, chapter 0, pages 235-274, Springer.
    16. Szirmai,Adam, 2005. "The Dynamics of Socio-Economic Development," Cambridge Books, Cambridge University Press, number 9780521520843, November.
    17. Ali, Mohammad Afshar & Alam, Khorshed & Taylor, Brad & Rafiq, Shuddhasattwa, 2019. "Do income distribution and socio-economic inequality affect ICT affordability? Evidence from Australian household panel data," Economic Analysis and Policy, Elsevier, vol. 64(C), pages 317-328.
    18. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1, July-Dece.
    19. Boik, Andre & Greenstein, Shane & Prince, Jeffrey, 2019. "The persistence of broadband user behavior: Implications for universal service and competition policy," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    20. Hubert Jayet & Julie Le Gallo & Luc Anselin, 2008. "Spatial Econometrics and Panel Data Models," Post-Print hal-02389412, HAL.
    21. Ayoub Yousefi, 2011. "The impact of information and communication technology on economic growth: evidence from developed and developing countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(6), pages 581-596, November.
    22. Hwang, Won-Sik & Shin, Jungwoo, 2017. "ICT-specific technological change and economic growth in Korea," Telecommunications Policy, Elsevier, vol. 41(4), pages 282-294.
    23. Fan, Jingting & Tang, Lixin & Zhu, Weiming & Zou, Ben, 2018. "The Alibaba effect: Spatial consumption inequality and the welfare gains from e-commerce," Journal of International Economics, Elsevier, vol. 114(C), pages 203-220.
    24. Lestari, Diyan, 2019. "Measuring e-commerce adoption behaviour among gen-Z in Jakarta, Indonesia," Economic Analysis and Policy, Elsevier, vol. 64(C), pages 103-115.
    25. Jayakar, Krishna & Liu, Chun, 2014. "Universal service in China and India: Legitimating the state?," Telecommunications Policy, Elsevier, vol. 38(2), pages 186-199.
    26. Correa, Lisa, 2006. "The economic impact of telecommunications diffusion on UK productivity growth," Information Economics and Policy, Elsevier, vol. 18(4), pages 385-404, November.
    27. James, M.J., 2005. "The global digital divide in the Internet : Developed countries constructs and third world realities," Other publications TiSEM 2892aa29-8966-409c-a3ff-3, Tilburg University, School of Economics and Management.
    28. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 2017. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 19(4), pages 835-854, August.
    29. García-Muñiz, Ana Salomé & Vicente, María Rosalía, 2014. "ICT technologies in Europe: A study of technological diffusion and economic growth under network theory," Telecommunications Policy, Elsevier, vol. 38(4), pages 360-370.
    30. Pick, James B. & Sarkar, Avijit & Johnson, Jeremy, 2015. "United States digital divide: State level analysis of spatial clustering and multivariate determinants of ICT utilization," Socio-Economic Planning Sciences, Elsevier, vol. 49(C), pages 16-32.
    31. Dutta, Ujjal Protim & Gupta, Hemant & Sengupta, Partha Pratim, 2019. "ICT and health outcome nexus in 30 selected Asian countries: Fresh evidence from panel data analysis," Technology in Society, Elsevier, vol. 59(C).
    32. Kosec, Katrina & Wantchekon, Leonard, 2020. "Can information improve rural governance and service delivery?," World Development, Elsevier, vol. 125(C).
    33. Antonopoulos, Christos & Sakellaris, Plutarchos, 2009. "The contribution of Information and Communication Technology investments to Greek economic growth: An analytical growth accounting framework," Information Economics and Policy, Elsevier, vol. 21(3), pages 171-191, August.
    34. Vu, Khuong & Hanafizadeh, Payam & Bohlin, Erik, 2020. "ICT as a driver of economic growth: A survey of the literature and directions for future research," Telecommunications Policy, Elsevier, vol. 44(2).
    35. Hong, Jae-pyo, 2017. "Causal relationship between ICT R&D investment and economic growth in Korea," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 70-75.
    36. Albiman, Masoud Mohammed & Sulong, Zunaidah, 2017. "The linear and non-linear impacts of ICT on economic growth, of disaggregate income groups within SSA region," Telecommunications Policy, Elsevier, vol. 41(7), pages 555-572.
    37. Maurseth, Per Botolf, 2018. "The effect of the Internet on economic growth: Counter-evidence from cross-country panel data," Economics Letters, Elsevier, vol. 172(C), pages 74-77.
    38. Wang, Di & Zhou, Tao & Wang, Mengmeng, 2021. "Information and communication technology (ICT), digital divide and urbanization: Evidence from Chinese cities," Technology in Society, Elsevier, vol. 64(C).
    39. T. D. Stanley & Hristos Doucouliagos & Piers Steel, 2018. "Does Ict Generate Economic Growth? A Meta†Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 705-726, July.
    40. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 0. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 0, pages 1-20.
    41. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    42. Nishijima, Marislei & Ivanauskas, Terry Macedo & Sarti, Flavia Mori, 2017. "Evolution and determinants of digital divide in Brazil (2005–2013)," Telecommunications Policy, Elsevier, vol. 41(1), pages 12-24.
    43. 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.
    44. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    45. Vu, Khuong M., 2013. "Information and Communication Technology (ICT) and Singapore’s economic growth," Information Economics and Policy, Elsevier, vol. 25(4), pages 284-300.
    46. Karima Saci & Ken Holden, 2008. "Evidence on growth and financial development using principal components," Applied Financial Economics, Taylor & Francis Journals, vol. 18(19), pages 1549-1560.
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