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Examining the Impact of Digital Inclusive Finance on Urban and Rural Consumption Patterns: Insights from China Household Finance Survey in 11 Coastal Regions

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  • Lanxin Sun

    (Huaqiao University)

  • Zhenting Lin

    (Fujian Business University)

  • Baowei Lai

    (Huaqiao University)

Abstract

In the rapidly evolving global landscape characterized by digitization, and financial inclusion, digital inclusive finance emerges as a pivotal force influencing both urban and rural consumption patterns. Leveraging panel data spanning the period 2013 to 2019 from 11 coastal provinces and cities as obtained from the China Household Finance Survey (CHFS) and Peking University’s digital financial inclusion index, this study scrutinizes the impact of digital inclusive finance on the consumption structures of coastal urban and rural areas, thereby providing insights for economic growth. Notably, the age and education heterogeneity tests show that digital financial inclusion optimizes both the scale and structure of consumption in urban and rural settings, exhibiting a more pronounced effect on urban households compared to their rural counterparts. The investigation delves into the nuanced interplay of digital financial inclusion with social networks and financial literacy in shaping consumption structures by using the mediation effect model. Interestingly, the study reveals a reduction in high-closeness social network relationships, concurrently increasing urban households’ consumption scale. Furthermore, digital financial inclusion emerges as a catalyst for urban household consumption by diminishing high-closeness social network relationships, fostering low-closeness interactions, and promoting financial literacy. Similarly, it propels rural household consumption by augmenting both high-closeness and low-closeness interactions, elevating essential consumption, and enhancing financial literacy to bolster high-level considerations. Consequently, the findings advocate for governmental initiatives that harness digital transformation to advance financial inclusion and digitalization and establish a comprehensive, multi-level financial promotion system, thereby fostering consumption upgrades and stimulating economic growth.

Suggested Citation

  • Lanxin Sun & Zhenting Lin & Baowei Lai, 2025. "Examining the Impact of Digital Inclusive Finance on Urban and Rural Consumption Patterns: Insights from China Household Finance Survey in 11 Coastal Regions," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 12809-12842, September.
    • Handle: RePEc:spr:jknowl:v:16:y:2025:i:3:d:10.1007_s13132-024-02480-0
    DOI: 10.1007/s13132-024-02480-0
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    1. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    2. Cavoli, Tony & Gopalan, Sasidaran, 2023. "Does financial inclusion promote consumption smoothing? Evidence from emerging and developing economies," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1529-1546.
    3. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    4. Maman Setiawan & Nury Effendi & Teguh Santoso & Vera Intanie Dewi & Militcyano Samuel Sapulette, 2022. "Digital financial literacy, current behavior of saving and spending and its future foresight," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 31(4), pages 320-338, May.
    5. Zhao, Tianrui & Chen, Kezheng & Wang, Qian & Luo, Chunyang, 2023. "Financial literacy, liquidity constraits and household risk asset allocation," Finance Research Letters, Elsevier, vol. 58(PC).
    6. Wu, Mingran & Zhao, Min & Wu, Zhaodan, 2019. "Evaluation of development level and economic contribution ratio of science and technology innovation in eastern China," Technology in Society, Elsevier, vol. 59(C).
    7. Larissa M Batrancea & Anca Nichita & Mehmet Ali Balcı & Ömer Akgüller, 2023. "Empirical investigation on how wellbeing-related infrastructure shapes economic growth: Evidence from the European Union regions," PLOS ONE, Public Library of Science, vol. 18(4), pages 1-28, April.
    8. Kass-Hanna, Josephine & Lyons, Angela C. & Liu, Fan, 2022. "Building financial resilience through financial and digital literacy in South Asia and Sub-Saharan Africa," Emerging Markets Review, Elsevier, vol. 51(PA).
    9. Slesman, Ly & Baharumshah, Ahmad Zubaidi & Ra'ees, Wahabuddin, 2015. "Institutional infrastructure and economic growth in member countries of the Organization of Islamic Cooperation (OIC)," Economic Modelling, Elsevier, vol. 51(C), pages 214-226.
    10. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    11. Morshadul Hasan & Thuhid Noor & Jiechao Gao & Muhammad Usman & Mohammad Zoynul Abedin, 2023. "Rural Consumers’ Financial Literacy and Access to FinTech Services," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 780-804, June.
    12. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    13. Yang, Bo & Ma, Fang & Deng, Weihua & Pi, Yang, 2022. "Digital inclusive finance and rural household subsistence consumption in China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 627-642.
    14. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    15. Lee, Chien-Chiang & Wang, Fuhao & Lou, Runchi, 2022. "Digital financial inclusion and carbon neutrality: Evidence from non-linear analysis," Resources Policy, Elsevier, vol. 79(C).
    16. Zahra, Shaker A. & Liu, Wan & Si, Steven, 2023. "How digital technology promotes entrepreneurship in ecosystems," Technovation, Elsevier, vol. 119(C).
    17. Juan Luo & Bao-zhen Li, 2022. "Impact of Digital Financial Inclusion on Consumption Inequality in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(2), pages 529-553, September.
    18. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    19. Ying Zhang & Qianxiao Zhang, 2023. "Income Disparity, Consumption Patterns, and Trends of International Consumption Center City Construction, Based on a Test of China’s Consumer Market," Sustainability, MDPI, vol. 15(4), pages 1-16, February.
    20. Zhang, Yixing & Jia, Qinmin & Chen, Chen, 2021. "Risk attitude, financial literacy and household consumption: Evidence from stock market crash in China," Economic Modelling, Elsevier, vol. 94(C), pages 995-1006.
    21. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Gabauer, David & Dwumfour, Richard Adjei, 2022. "Dynamic spillover effects among green bond, renewable energy stocks and carbon markets during COVID-19 pandemic: Implications for hedging and investments strategies," Global Finance Journal, Elsevier, vol. 51(C).
    22. Hanjin Li & Yang Shi & Jianxin Zhang & Zhenkun Zhang & Zhaosen Zhang & Maogang Gong, 2023. "Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-24, March.
    23. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    24. Lee, Chien-Chiang & Lou, Runchi & Wang, Fuhao, 2023. "Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 418-434.
    25. Huang, Hongyun & Mbanyele, William & Fan, Shuangshuang & Zhao, Xin, 2022. "Digital financial inclusion and energy-environment performance: What can learn from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 342-366.
    26. Mansour Naser Alraja & Faris Alshubiri & Basel M. Khashab & Mahmood Shah, 2023. "The financial access, ICT trade balance and dark and bright sides of digitalization nexus in OECD countries," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 13(2), pages 177-209, June.
    27. Seth Garz & Xavier Gine & Dean Karlan & Rafe Mazer & Caitlin Sanford & Jonathan Zinman, 2021. "Consumer Protection for Financial Inclusion in Low- and Middle-Income Countries: Bridging Regulator and Academic Perspectives," Annual Review of Financial Economics, Annual Reviews, vol. 13(1), pages 219-246, November.
    28. Hu, Debao & Zhai, Chenzhe & Zhao, Sibo, 2023. "Does digital finance promote household consumption upgrading? An analysis based on data from the China family panel studies," Economic Modelling, Elsevier, vol. 125(C).
    29. Morshadul Hasan & Thi Le & Ariful Hoque, 2021. "How does financial literacy impact on inclusive finance?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-23, December.
    30. Shijun Chai & Yang Chen & Bihong Huang & Dezhu Ye, 2019. "Social networks and informal financial inclusion in China," Asia Pacific Journal of Management, Springer, vol. 36(2), pages 529-563, June.
    31. Tao, Zhe & Wang, Xican & Li, Jing & Wei, Xiaobei, 2023. "How can digital financial inclusion reduces relative poverty? An empirical analysis based on China household finance survey," Finance Research Letters, Elsevier, vol. 58(PC).
    32. Yang, Zhenbing & Shao, Shuai & Xu, Lili & Yang, Lili, 2022. "Can regional development plans promote economic growth? City-level evidence from China," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    33. Senyo, PK & Osabutey, Ellis L.C., 2020. "Unearthing antecedents to financial inclusion through FinTech innovations," Technovation, Elsevier, vol. 98(C).
    34. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    35. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    36. Jamil, Sadia, 2021. "From digital divide to digital inclusion: Challenges for wide-ranging digitalization in Pakistan," Telecommunications Policy, Elsevier, vol. 45(8).
    37. Yun Ye & Yongjian Pu & Ailun Xiong, 2022. "The impact of digital finance on household participation in risky financial markets: Evidence-based study from China," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-16, April.
    38. Larissa M. Batrancea & Malar Maran Rathnaswamy & Mircea-Iosif Rus & Horia Tulai, 2023. "Determinants of Economic Growth for the Last Half of Century: A Panel Data Analysis on 50 Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(3), pages 2578-2602, September.
    39. Erjavec, Jure & Manfreda, Anton, 2022. "Online shopping adoption during COVID-19 and social isolation: Extending the UTAUT model with herd behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
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