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Toward a Sustainable Development of E-Commerce in EU: The Role of Education, Internet Infrastructure, Income, and Economic Freedom on E-Commerce Growth

Author

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  • Nicolae Marius Jula

    (Faculty of Business and Administration, University of Bucharest, 030018 Bucharest, Romania)

  • Gabriel Ilie Staicu

    (Faculty of Theoretical and Applied Economics, The Bucharest University of Economic Studies, 010374 Bucharest, Romania)

  • Liviu Cătălin Moraru

    (Faculty of Theoretical and Applied Economics, The Bucharest University of Economic Studies, 010374 Bucharest, Romania)

  • Dumitru Alexandru Bodislav

    (Faculty of Theoretical and Applied Economics, The Bucharest University of Economic Studies, 010374 Bucharest, Romania)

Abstract

The emergence of e-commerce reshaped the traditional trade models, also playing a significant role in meeting the UN sustainable development goals. According to the UN, sustained growth and social development must include resilient infrastructure, foster innovation, allow for better access to information and communications technology, and universal and affordable internet infrastructure. This study explores a multidimensional analysis of e-commerce development in the EU generated by the following factors: education, internet infrastructure, income, and economic freedom. We use an ARDL econometric model and Eurostat data. Additionally, we analyze the time responsiveness of e-commerce growth to changes in these factors. In the long run, our findings identify a stable and positive relationship between e-commerce and all these factors. However, in the short run, our results illustrate significant dynamics between two variables and e-commerce. Specifically, the level of internet access and the percentage of individuals who use the internet daily exhibit a positive short-run impact on e-commerce sales, with the system absorbing shocks within a short period. This research advocates for targeted policies that support innovation, fair competition, and consumer protection in the digital economy. This research provides valuable guidance for policymakers and stakeholders in improving the institutional framework to promote a sustainable development of e-commerce in the EU.

Suggested Citation

  • Nicolae Marius Jula & Gabriel Ilie Staicu & Liviu Cătălin Moraru & Dumitru Alexandru Bodislav, 2024. "Toward a Sustainable Development of E-Commerce in EU: The Role of Education, Internet Infrastructure, Income, and Economic Freedom on E-Commerce Growth," Sustainability, MDPI, vol. 16(9), pages 1-21, May.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:9:p:3809-:d:1387555
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    as
    1. Manlove, Jacob & Whitacre, Brian, 2019. "Understanding the trend to mobile-only internet connections:A decomposition analysis," Telecommunications Policy, Elsevier, vol. 43(1), pages 76-87.
    2. Emmanuel Bruce & Zhao Shurong & Du Ying & Meng Yaqi & John Amoah & Sulemana Bankuoru Egala, 2023. "The Effect of Digital Marketing Adoption on SMEs Sustainable Growth: Empirical Evidence from Ghana," Sustainability, MDPI, vol. 15(6), pages 1-24, March.
    3. Michael Kyobe, 2008. "The Impact of Entrepreneur Behaviors on the Quality of e-Commerce Security: A Comparison of Urban and Rural Findings," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 11(2), pages 58-79, April.
    4. Raluca Iuliana GEORGESCU, 2023. "Modern leadership in business organisations during economic disruption," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(2(635), S), pages 73-82, Summer.
    5. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    6. Tag, Mehmet Nasih & Degirmen, Suleyman, 2022. "Economic freedom and foreign direct investment: Are they related?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 737-752.
    7. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    8. Peter C. B. Phillips & Hyungsik R. Moon, 1999. "Linear Regression Limit Theory for Nonstationary Panel Data," Econometrica, Econometric Society, vol. 67(5), pages 1057-1112, September.
    9. Gulfraz, Muhammad Bilal & Sufyan, Muhammad & Mustak, Mekhail & Salminen, Joni & Srivastava, Deepak Kumar, 2022. "Understanding the impact of online customers’ shopping experience on online impulsive buying: A study on two leading E-commerce platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    10. Raouf Ahmad Rather & Linda D. Hollebeek & Jamid Ul Islam, 2019. "Tourism-based customer engagement: the construct, antecedents, and consequences," The Service Industries Journal, Taylor & Francis Journals, vol. 39(7-8), pages 519-540, June.
    11. Yim, Mark Yi-Cheon & Chu, Shu-Chuan & Sauer, Paul L., 2017. "Is Augmented Reality Technology an Effective Tool for E-commerce? An Interactivity and Vividness Perspective," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 89-103.
    12. Thakur, Rakhi, 2018. "Customer engagement and online reviews," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 48-59.
    13. Joanne E Oxley & Bernard Yeung, 2001. "E-Commerce Readiness: Institutional Environment and International Competitiveness," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(4), pages 705-723, December.
    14. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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