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Digital economy and consumption upgrading: scale effect or structure effect?

Author

Listed:
  • Dong Guo

    (Hunan University)

  • Lin Li

    (Hunan University)

  • Lu Qiao

    (Hunan University)

  • Fengyu Qi

    (Beijing Technology and Business University)

Abstract

The digital economy (DIGI) as a new technology is crucial for promoting consumption upgrading (CU) and unleashing the potential of domestic demand. This study aims to reveal how DIGI affects CU. Based on the data from 30 provinces (cities) in China from 2011 to 2021, we adopt the fixed effect model, threshold effect model and spatial effect model to investigate the impact of DIGI on CU from the perspectives of consumption scale (CQ) and consumption structure (CS). The results show that: DIGI has a positive impact on CQ and CS in China. Regarding sample heterogeneity, there are consumption type and consumer group differences in the impact of DIGI on CU. Additionally, industrial structure and market integration pass the mechanism test for structural effects rather than scale effects. The result of DIGI on CS shows a nonlinear relationship due to market integration. There is also a positive spatial spillover effect of DIGI. The government should promote the development of DIGI, while accelerating industrial restructuring and advancing market integration, thus facilitating CU.

Suggested Citation

  • Dong Guo & Lin Li & Lu Qiao & Fengyu Qi, 2023. "Digital economy and consumption upgrading: scale effect or structure effect?," Economic Change and Restructuring, Springer, vol. 56(6), pages 4713-4744, December.
    • Handle: RePEc:kap:ecopln:v:56:y:2023:i:6:d:10.1007_s10644-023-09571-z
    DOI: 10.1007/s10644-023-09571-z
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    as
    1. Li, Quan & Chen, Huimin & Chen, Yang & Xiao, Tong & Wang, Li, 2023. "Digital economy, financing constraints, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    2. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    3. Senhua Huang & Feng Han & Lingming Chen, 2023. "Can the Digital Economy Promote the Upgrading of Urban Environmental Quality?," IJERPH, MDPI, vol. 20(3), pages 1-21, January.
    4. Chadwick C. Curtis & Steven Lugauer & Nelson C. Mark, 2015. "Demographic Patterns and Household Saving in China," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(2), pages 58-94, April.
    5. Zhou, Xianbo & Sun, Yucheng & Tao, Ying, 2023. "Does Digital Finance Upgrade Trickle-down consumption effect in China?," Economic Modelling, Elsevier, vol. 118(C).
    6. Ding, Chaoxun & Zhang, Ruidan & Wu, Xuepin, 2023. "The impact of product diversity and distribution networks on consumption expansion," Journal of Business Research, Elsevier, vol. 161(C).
    7. Wu, Zixi & Wang, Yiqin, 2023. "Consumer finance and consumption upgrading: An empirical study of CHFS," Finance Research Letters, Elsevier, vol. 54(C).
    8. Wu, Xuepin & Ma, Yongjun, 2023. "Research on the comparison effect of urban residents' consumption," Journal of Business Research, Elsevier, vol. 160(C).
    9. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    10. Imai, Katsushi S. & Arun, Thankom & Annim, Samuel Kobina, 2010. "Microfinance and Household Poverty Reduction: New Evidence from India," World Development, Elsevier, vol. 38(12), pages 1760-1774, December.
    11. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    12. 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).
    13. Peng, Hui & Lu, Yaobin & Wang, Qunwei, 2023. "How does heterogeneous industrial agglomeration affect the total factor energy efficiency of China's digital economy," Energy, Elsevier, vol. 268(C).
    14. Wu, Linfei & Sun, Liwen & Chang, Qing & Zhang, Die & Qi, Peixiao, 2022. "How do digitalization capabilities enable open innovation in manufacturing enterprises? A multiple case study based on resource integration perspective," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    15. Zhang, Chi & Zhou, Kaile & Yang, Shanlin & Shao, Zhen, 2017. "Exploring the transformation and upgrading of China’s economy using electricity consumption data: A VAR–VEC based model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 473(C), pages 144-155.
    16. Min, Shi & Liu, Min & Huang, Jikun, 2020. "Does the application of ICTs facilitate rural economic transformation in China? Empirical evidence from the use of smartphones among farmers," Journal of Asian Economics, Elsevier, vol. 70(C).
    17. R. M. Lark, 2011. "Statistical Methods for Estimating Petroleum Resources," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(2), pages 513-513, April.
    18. Lin Guo & Dongliang Zhang, 2019. "EC-Structure: Establishing Consumption Structure through Mining E-Commerce Data to Discover Consumption Upgrade," Complexity, Hindawi, vol. 2019, pages 1-8, March.
    19. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    20. Lu, Jing & Xiao, Qinglan & Wang, Taoxuan, 2023. "Does the digital economy generate a gender dividend for female employment? Evidence from China," Telecommunications Policy, Elsevier, vol. 47(6).
    21. Ko, Guihan & Amankwah-Amoah, Joseph & Appiah, Gloria & Larimo, Jorma, 2022. "Non-market strategies and building digital trust in sharing economy platforms," Journal of International Management, Elsevier, vol. 28(1).
    22. Wu, Linfei & Sun, Liwen & Qi, Peixiao & Ren, Xiangwei & Sun, Xiaoting, 2021. "Energy endowment, industrial structure upgrading, and CO2 emissions in China: Revisiting resource curse in the context of carbon emissions," Resources Policy, Elsevier, vol. 74(C).
    23. Yu, Binbin & Zhou, Xinru, 2023. "Urban administrative hierarchy and urban land use efficiency: Evidence from Chinese cities," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 178-195.
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