IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v78y2024ics0160791x24001829.html
   My bibliography  Save this article

The impact of digitalization on the rich and the poor: Digital divide or digital inclusion?

Author

Listed:
  • Hong, Xianna
  • Chen, Qiuhua
  • Man, Danlu
  • Shi, Chenyong
  • Wang, Nan

Abstract

With the spread of digitization and regional economic imbalances brought about by industrial structure transformation, the income gap between urban and rural areas in China is increasing and the gap between rich and poor should be considered. Using county-level panel data from 2015 to 2019 in China, this paper first analyzes the overall impact of digital development on the wealth gap and the impact for different sub-points of the sample from the direct effect perspective. Then, it explores the intrinsic mechanism of digital development in migrating the wealth gap from the indirect effect perspective, focusing on industrial structure and consumer spending. The results of the study show that the level of digital development is negatively correlated with the rich-poor gap. When digital development is at a high level, it suppresses the rich-poor gap, and the suppression effect gradually increases. In addition, the impact of digital development on wealth gap is not limited to direct effects but is also manifested indirectly through changes in industrial structure and consumer spending. Within this context, industry structure upgrading, guided by both market and government forces, plays a positive role in narrowing the wealth gap as modifiable mediating variables. Government-led upgrading in industrial structure demonstrates a more comprehensive moderating effect on addressing wealth disparities within the context of digitalization.

Suggested Citation

  • Hong, Xianna & Chen, Qiuhua & Man, Danlu & Shi, Chenyong & Wang, Nan, 2024. "The impact of digitalization on the rich and the poor: Digital divide or digital inclusion?," Technology in Society, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:teinso:v:78:y:2024:i:c:s0160791x24001829
    DOI: 10.1016/j.techsoc.2024.102634
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X24001829
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2024.102634?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. Asongu, Simplice A. & Orim, Stella-Maris I. & Nting, Rexon T., 2019. "Inequality, information technology and inclusive education in sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 380-389.
    2. Tullio Jappelli & Luigi Pistaferri, 2010. "The Consumption Response to Income Changes," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 479-506, September.
    3. Lechman, Ewa & Popowska, Magdalena, 2022. "Harnessing digital technologies for poverty reduction. Evidence for low-income and lower-middle income countries," Telecommunications Policy, Elsevier, vol. 46(6).
    4. Zhang, Xiaoqun, 2013. "Income disparity and digital divide: The Internet Consumption Model and cross-country empirical research," Telecommunications Policy, Elsevier, vol. 37(6), pages 515-529.
    5. Hilbert, Martin, 2016. "The bad news is that the digital access divide is here to stay: Domestically installed bandwidths among 172 countries for 1986–2014," Telecommunications Policy, Elsevier, vol. 40(6), pages 567-581.
    6. 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).
    7. Bruce D. Meyer & James X. Sullivan, 2003. "Measuring the Well-Being of the Poor Using Income and Consumption," NBER Working Papers 9760, National Bureau of Economic Research, Inc.
    8. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    9. ?gel de la Fuente, "undated". "Convergence Across Countries And Regions: Theory And Empirics," UFAE and IAE Working Papers 447.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    10. Galor, Oded & Tsiddon, Daniel, 1997. "Technological Progress, Mobility, and Economic Growth," American Economic Review, American Economic Association, vol. 87(3), pages 363-382, June.
    11. Zou, Jing & Deng, Xiaojun, 2022. "To inhibit or to promote: How does the digital economy affect urban migrant integration in China?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    12. Pfeffer, Jeffrey, 2010. "Building Sustainable Organizations: The Human Factor," Research Papers 2017r, Stanford University, Graduate School of Business.
    13. Lin, Boqiang & Zhu, Junpeng, 2019. "Fiscal spending and green economic growth: Evidence from China," Energy Economics, Elsevier, vol. 83(C), pages 264-271.
    14. Cutler, David M & Katz, Lawrence F, 1992. "Rising Inequality? Changes in the Distribution of Income and Consumption in the 1980's," American Economic Review, American Economic Association, vol. 82(2), pages 546-551, May.
    15. Dasgupta, Partha & Stiglitz, Joseph, 1980. "Industrial Structure and the Nature of Innovative Activity," Economic Journal, Royal Economic Society, vol. 90(358), pages 266-293, June.
    16. Pingping Wang & Chaozhu Li & Chenghao Huang, 2023. "The Impact of Digital Village Construction on County-Level Economic Growth and Its Driving Mechanisms: Evidence from China," Agriculture, MDPI, vol. 13(10), pages 1-14, September.
    17. Haggblade, Steven & Hazell, Peter & Reardon, Thomas, 2010. "The Rural Non-farm Economy: Prospects for Growth and Poverty Reduction," World Development, Elsevier, vol. 38(10), pages 1429-1441, October.
    18. Mowery, David & Rosenberg, Nathan, 1993. "The influence of market demand upon innovation: A critical review of some recent empirical studies," Research Policy, Elsevier, vol. 22(2), pages 107-108, April.
    19. Vicente, María Rosalía & López, Ana Jesús, 2011. "Assessing the regional digital divide across the European Union-27," Telecommunications Policy, Elsevier, vol. 35(3), pages 220-237, April.
    20. Jin, Gui & Guo, Baishu & Deng, Xiangzheng, 2020. "Is there a decoupling relationship between CO2 emission reduction and poverty alleviation in China?," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    21. Busisiwe Mbuyisa & Awie Leonard, 2017. "The Role of ICT Use in SMEs Towards Poverty Reduction: A Systematic Literature Review," Journal of International Development, John Wiley & Sons, Ltd., vol. 29(2), pages 159-197, March.
    22. Mao, Wenxin & Wang, Wenping & Sun, Huifang & Yao, Peiyi & Wang, Xiaolei & Luo, Dang, 2021. "Urban industrial transformation patterns under natural resource dependence: A rule mining technique," Energy Policy, Elsevier, vol. 156(C).
    23. Oliver E. Williamson, 2000. "The New Institutional Economics: Taking Stock, Looking Ahead," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 595-613, September.
    24. Young Lee & Jeong Hun Oh & Hwan-Joo Seo, 2002. "Digital Divide and Growth Gap: A Cumulative Relationship," WIDER Working Paper Series DP2002-88, World Institute for Development Economic Research (UNU-WIDER).
    25. Richard Heeks, 2022. "Digital inequality beyond the digital divide: conceptualizing adverse digital incorporation in the global South," Information Technology for Development, Taylor & Francis Journals, vol. 28(4), pages 688-704, October.
    26. Chu, Ke-Young & Davoodi, Hamid & Gupta, Sanjeev, 2000. "Income Distribution and Tax, and Government Social Spending Policies in Developing Countries," WIDER Working Papers 295547, United Nations University, World Institute for Development Economic Research (UNU-WIDER).
    27. World Bank Group, 2016. "World Development Report 2016 [Rapport sur le développement dans le monde 2016]," World Bank Publications - Books, The World Bank Group, number 23347.
    28. Peng, Zhuangzhuang & Dan, Ting, 2023. "Digital dividend or digital divide? Digital economy and urban-rural income inequality in China," Telecommunications Policy, Elsevier, vol. 47(9).
    29. James Pick & Avijit Sarkar & Elizabeth Parrish, 2021. "The Latin American and Caribbean digital divide: a geospatial and multivariate analysis," Information Technology for Development, Taylor & Francis Journals, vol. 27(2), pages 235-262, April.
    30. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    31. Linnea Löfving & Viktoria Kamuf & Timothy Heleniak & Sabine Weck & Gustaf Norlén, 2022. "Can digitalization be a tool to overcome spatial injustice in sparsely populated regions? The cases of Digital Västerbotten (Sweden) and Smart Country Side (Germany)," European Planning Studies, Taylor & Francis Journals, vol. 30(5), pages 917-934, May.
    32. Stavros A. Drakopoulos, 2021. "The marginalization of absolute and relative income hypotheses of consumption and the role of fiscal policy," The European Journal of the History of Economic Thought, Taylor & Francis Journals, vol. 28(6), pages 965-984, November.
    33. Bauer, Johannes M., 2018. "The Internet and income inequality: Socio-economic challenges in a hyperconnected society," Telecommunications Policy, Elsevier, vol. 42(4), pages 333-343.
    34. Zhuo, Chong & Luo, Kang & Song, Yaning & Dai, Ling & Liu, Yaobin, 2024. "Regional coordinated development and green transformation: Evidence from major national strategic zones," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1290-1307.
    35. Antonelli, Cristiano & Tubiana, Matteo, 2023. "The rate and direction of technological change and wealth and income inequalities in advanced countries," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    36. Thonipara, Anita & Sternberg, Rolf G. & Proeger, Till & Haefner, Lukas, 2020. "Assessing the Digital Divide and its Regional Determinants: Evidence from a Web-Scraping Analysis," ifh Working Papers 25/2020, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh), revised 2020.
    37. Quah, Danny, 2000. "Internet cluster emergence," European Economic Review, Elsevier, vol. 44(4-6), pages 1032-1044, May.
    38. Fielke, Simon & Taylor, Bruce & Jakku, Emma, 2020. "Digitalisation of agricultural knowledge and advice networks: A state-of-the-art review," Agricultural Systems, Elsevier, vol. 180(C).
    39. Ebel, Robert D. & Yilmaz, Serdar, 2002. "On the measurement and impact of fiscal decentralization," Policy Research Working Paper Series 2809, The World Bank.
    40. Skare, Marinko & Porada-Rochoń, Małgorzata, 2022. "Technology and social equality in the United States," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    41. Ke-Young Chu & Hamid Davoodi & Sanjeev Gupta, 2000. "Income Distribution and Tax, and Government Social Spending Policies in Developing Countries," WIDER Working Paper Series wp-2000-214, World Institute for Development Economic Research (UNU-WIDER).
    42. 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).
    43. Jenny Aker, 2008. "Does Digital Divide or Provide? The Impact of Cell Phones on Grain Markets in Niger," Working Papers 154, Center for Global Development.
    44. Aziz, Abdul & Naima, Umma, 2021. "Rethinking Digital Financial Inclusion: Evidence from Bangladesh," SocArXiv 7sr5c, Center for Open Science.
    45. Mahmood Ahmad & Abdul Majeed & Muhammad Asif Khan & Muhammad Sohaib & Khurram Shehzad, 2021. "Digital financial inclusion and economic growth: provincial data analysis of China," China Economic Journal, Taylor & Francis Journals, vol. 14(3), pages 291-310, September.
    46. Ron Martin & Peter Sunley, 1998. "Slow Convergence? The New Endogenous Growth Theory and Regional Development," Economic Geography, Taylor & Francis Journals, vol. 74(3), pages 201-227, July.
    47. Eric Fosu Oteng-Abayie & Emmanuel Duodu & Seth Oduro & Samuel Tawiah Baidoo, 2023. "Greening the future: Unveiling the link between industrial structure upgrading and pollution emission in sub-Saharan Africa," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(2), pages 2257069-225, October.
    48. Danny Quah, 2000. "Internet Cluster Emergence," CEP Discussion Papers dp0441, Centre for Economic Performance, LSE.
    49. Zhang, Ning & Yang, Wantong & Ke, Haiqian, 2024. "Does rural e-commerce drive up incomes for rural residents? Evidence from Taobao villages in China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 976-998.
    50. Mora-Rivera, Jorge & García-Mora, Fernando, 2021. "Internet access and poverty reduction: Evidence from rural and urban Mexico," Telecommunications Policy, Elsevier, vol. 45(2).
    51. Chen, Jian & Zhao, Di & He, Bin & Stanojevic, Savo, 2022. "How do fiscally created one-city monopolies cause intra-provincial inequality in China?," Land Use Policy, Elsevier, vol. 120(C).
    52. Song, Zhouying & Wang, Chen & Bergmann, Luke, 2020. "China’s prefectural digital divide: Spatial analysis and multivariate determinants of ICT diffusion," International Journal of Information Management, Elsevier, vol. 52(C).
    53. Shah, Wasi Ul Hassan & Hao, Gang & Yan, Hong & Yasmeen, Rizwana & Xu, Xiaowei, 2024. "Natural resources utilization efficiency evaluation, determinant of productivity change, and production technology heterogeneity across developed and developing G20 economies," Technology in Society, Elsevier, vol. 77(C).
    Full references (including those not matched with items on IDEAS)

    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. Grishchenko, Natalia, 2020. "The gap not only closes: Resistance and reverse shifts in the digital divide in Russia," Telecommunications Policy, Elsevier, vol. 44(8).
    2. Jung, Juan & López-Bazo, Enrique, 2020. "On the regional impact of broadband on productivity: The case of Brazil," Telecommunications Policy, Elsevier, vol. 44(1).
    3. Zhou, Di & Zha, Fangjing & Qiu, Wenyan & Zhang, Xiaoru, 2024. "Does digital literacy reduce the risk of returning to poverty? Evidence from China," Telecommunications Policy, Elsevier, vol. 48(6).
    4. Phan, Chung & Filomeni, Stefano & Kok, Seng Kiong, 2024. "The impact of technology on access to credit: A review of loan approval and terms in rural Vietnam and Thailand," Research in International Business and Finance, Elsevier, vol. 72(PA).
    5. Jung, Juan, 2014. "Regional inequalities in the impact of broadband on productivity: Evidence from Brazil," MPRA Paper 56177, University Library of Munich, Germany.
    6. Szeles, Monica Răileanu, 2018. "New insights from a multilevel approach to the regional digital divide in the European Union," Telecommunications Policy, Elsevier, vol. 42(6), pages 452-463.
    7. Mehmet Balcilar & Shinhye Chang & Rangan Gupta & Stephen M. Miller, 2018. "The relationship between the inflation rate and inequality across U.S. states: a semiparametric approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(5), pages 2413-2425, September.
    8. Xiaofan Zuo & Zhisheng Hong, 2022. "The Impact of Internet Use on Perception of the Poor–Rich Gap: Empirical Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    9. Goel, Raj Kumar & Vishnoi, Shweta, 2022. "Urbanization and sustainable development for inclusiveness using ICTs," Telecommunications Policy, Elsevier, vol. 46(6).
    10. Zhouying Song & Tao Song & Yu Yang & Zhenbo Wang, 2019. "RETRACTED: Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis," Sustainability, MDPI, vol. 11(17), pages 1, August.
    11. Herwig Immervoll & Horacio Levy & José Ricardo Nogueira & Cathal O´Donoghue & Rozane Bezerra de Siqueira, 2005. "The Impact of Brazil´s Tax-Benefit System on Inequality and Poverty," Ibero America Institute for Econ. Research (IAI) Discussion Papers 117, Ibero-America Institute for Economic Research.
    12. Marina Dodlova & Anna Gioblas, 2017. "Regime type, inequality, and redistributive transfers in developing countries," WIDER Working Paper Series wp-2017-30, World Institute for Development Economic Research (UNU-WIDER).
    13. Fu, Hongpeng & Guan, Jianxing & Wang, Runzi & Kong, Liangji & Dai, Qinqin, 2024. "How does digitalization affect the urban-rural disparity at different disparity levels: A Bayesian Quantile Regression approach," Technology in Society, Elsevier, vol. 78(C).
    14. Maria EL KHDARI & Babacar SARR, 2018. "Decentralization, spending efficiency and pro-poor outcomes in Morocco," Working Papers 201805, CERDI.
    15. Javier Barbero & Ernesto Rodríguez-Crespo, 2022. "Technological, institutional, and geographical peripheries: regional development and risk of poverty in the European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 311-332, October.
    16. Kalle Hirvonen & Giulia Mascagni & Keetie Roelen, 2018. "Linking taxation and social protection: Evidence on redistribution and poverty reduction in Ethiopia," International Social Security Review, John Wiley & Sons, vol. 71(1), pages 3-24, January.
    17. Zhu, Junpeng & Lin, Boqiang, 2022. "Resource dependence, market-oriented reform, and industrial transformation: Empirical evidence from Chinese cities," Resources Policy, Elsevier, vol. 78(C).
    18. Palić Irena & Hodžić Sabina & Dumičić Ksenija, 2019. "Personal Income Taxation Determinants in Federation of Bosnia and Herzegovina," Business Systems Research, Sciendo, vol. 10(1), pages 153-163, April.
    19. Sonali Jain-Chandra & Tidiane Kinda & Kalpana Kochhar & Shi Piao & Johanna Schauer, 2019. "Sharing the Growth Dividend: Analysis of Inequality in Asia," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 2(12), pages 5-28, September.
    20. Conrad Scheibe, 2016. "Fiscal Consolidations and Their Effects on Income Inequality," UCL SSEES Economics and Business working paper series 2016-4, UCL School of Slavonic and East European Studies (SSEES).

    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:teinso:v:78:y:2024:i:c:s0160791x24001829. 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: https://www.journals.elsevier.com/technology-in-society .

    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.