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Cross-Border E-Commerce Development and Challenges in China: A Systematic Literature Review
Open accessAbstract
This paper reviews the primary scientific articles applicable to the logistics industry, and specifically those relating to cross-border e-commerce in China. The authors focused on reviewing the articles about the current status of cross-border e-commerce in China and the factors affecting its development, with the aim of highlighting literature gaps. The authors used a systematic literature review (SLR) to identify, gather, and analyze 60 primary papers selected from international peer-reviewed journals and international conference proceedings between 2001 and 2020. Chinese cross-border e-commerce has experienced a trend of steady progress, although several challenges remain. These challenges include, but are not limited to, low custom clearance efficiency, complex monitoring and supervision, tax rebate settlement challenges, payment risks, insufficient talent within the Chinese industry, and the lack of scientific management guidelines. The significant contributions of this paper include critical highlights of the current gaps and future research themes.
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“In the world's largest economy, the US, from 2005 to 2019, real value added of the digital economy grew at an average annual rate of 5.2% outpacing the 2.2% growth in the overall economy.”
From China’s Digital Silk Road in the Age of the Digital Economy: Political Analysis (2022) · cites this paper as [18]
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Cites
PRISMA-P Group, Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., Shekelle, P., & Stewart, L. A. (2015) · Systematic Reviews · doi:10.1186/2046-4053-4-1 · Cited by 26,223
Tranfield, D., Denyer, D., & Smart, P. (2003) · British Journal of Management · doi:10.1111/1467-8551.00375 · Cited by 15,386
Gefen, D., & Straub, D. W. (2004) · Omega · doi:10.1016/j.omega.2004.01.006 · Cited by 2,025
Hsiao, Y., Chen, M., & Liao, W.-C. (2016) · Telematics and Informatics · doi:10.1016/j.tele.2016.08.002 · Cited by 192
Cross-border B2C e-commerce to Greater China and the role of logistics: a literature review
Giuffrida, M. G., Mangiaracina, R., Perego, A., & Tumino, A. (2017) · International Journal of Physical Distribution & Logistics Management · doi:10.1108/ijpdlm-08-2016-0241 · Cited by 166
Wang, Y., Wang, Y., & Lee, S. (2017) · Sustainability · doi:10.3390/su9112028 · Cited by 137
Guo, Y., Bao, Y., Stuart, B. J., & Le‐Nguyen, K. (2018) · Information Systems Journal · doi:10.1111/isj.12144 · Cited by 127
Rise of Cross‐border E‐commerce Exports in China
Ma, S., Chai, Y., & Zhang, H. (2018) · China & World Economy · doi:10.1111/cwe.12243 · Cited by 105
Miao, M., & Jayakar, K. (2016) · Telecommunications Policy · doi:10.1016/j.telpol.2015.11.011 · Cited by 86
A new location-inventory policy with reverse logistics applied to B2C e-markets of China
Wang, Z., Yao, D., & Huang, P. (2006) · International Journal of Production Economics · doi:10.1016/j.ijpe.2006.09.012 · Cited by 69
Research works printed but not linked: 19
- Zhong, 2016, Research on SWOT Analysis of Cross-border E-commerce Logistics in China, Logist. Eng. Manag., 3, 116
- Sun, 2015, The Current Situation of Cross-border E-commerce in China and the Countermeasures, China Bus. Mark., 3, 38
- Ying, 2015, Research of Logistics Mode Selection in B2C Cross-border E-commerce in China, China Bus. Mark., 8, 63
- Pan, 2017, China’s cross-border e-commerce development status, and countermeasures analysis, Econ. Res. Guide, 1, 172
- Wang, 2017, China’s e-commerce network retail industry evolution, competitive situation and development trends, China’s Circ. Econ., 31, 25
- Lai, 2014, Cross-border Electronic commerce’s Development characteristics, obstacles factors and next steps in China, Reform, 5, 243
- Zhang, 2019, Research on the influence of Cross-border E-commerce development level on China’s Export Trade, J. Bus. Econ., 19, 150
- Wang, 2013, Analysis on B2C Cross-border E-commerce Logistics Countermeasures of E-commerce Enterprises, Electron. Prod., 6, 109
- Wang, 2012, Analysis on Small-amount Cross-border E-commerce, J. Value Eng., 11, 180
- Chen, 2013, Primary Investigation on Cross-border Development of the Third-party Payment Enterprise, Spec. Zone Econ., 9, 67
- Yan, 2016, Analysis of the factors affecting the development of cross-border e-commerce in China, Coop. Econ. Sci. Technol., 22, 92
- Wen, 2015, Relationship between e-commerce and foreign trade: Evidence from China, J. Int. Trade, 6, 43
- Wang, 2016, Comparative Research on States of Cross-border E-commerce Logistics, Ibusiness, 6, 726
- Huang, H., Wei, N., and Guo, Z. (2017, January 22–23). Study on logistics pattern and risk management system of cross-border e-commerce. Proceedings of the 5th International Symposium on Project Management, ISPM, Wuhan, China.
- Cao, 2013, Research on third-party logistics mode of cross-border e-commerce, E-Commer., 3, 213
- Liang, 2016, Analysis of the development form and influencing factors of China’s cross-border e-commerce, J. E-Commer., 6, 26
- Yin, 2012, Analysis on International development Problems of China’s Third-Party Payment, China Bus. Trade, 9, 34
- He, 2017, Research on Synergy Strategies of Cross-border E-commerce and Cross-border Logistics, Logist. Sci.-Tech., 7, 1
- Yang, Z., and Shen, Q. (2015, January 12–13). Problems in cross border e-commerce export trade in China and countermeasure Analysis. Proceedings of the 2015 Conference on Informatization in Education, Management and Business (IEMB), Guangzhou, China.
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Dai, T. (2025) · International Conference on Integrated Circuits and Communication Systems (ICICACS) · doi:10.1109/icicacs65178.2025.10968364
Zhang, M., & Chanpuypetch, W. (2025) · Lecture notes in business information processing · doi:10.1007/978-3-031-94187-0_12
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Metadata
- Authors
- Liu, A., Osewe, M., Shi, Y., Zhen, X., & Wu, Y.
- Affiliations
- Nanjing Agricultural University (CN)
- Guilin University of Technology (CN)
- Nanjing Xiaozhuang University (CN)
- Corresponding author
- Shi, Yangyan
- Venue
- Journal of Theoretical and Applied Electronic Commerce Research
- Publisher
- MDPI AG
- Published
- 2021-12-27
- Volume
- 17
- Issue
- 1
- Pages
- 69-88
- ISSN
- 0718-1876 (ISSN-L)
- OpenAlex
- W4200558980
- Cited by
- 120
- References
- 38
- Citations by year
- 2026: 25 · 2025: 37 · 2024: 28 · 2023: 22 · 2022: 8
- FWCI
- 6.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Journal of theoretical and applied electronic commerce research (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Jiangsu University
- Ministry of Education, India
- Nanjing Agricultural University
- Priority Academic Program Development of Jiangsu Higher Education Institutions
- Fundamental Research Funds for the Central Universities (2021SJZDA028, KYYJ202010)
- Topics
- Social Sciences › Business, Management and Accounting › Business and International Management › E-commerce and Technology Innovations
- Social Sciences › Transportation › Urban and Freight Transport Logistics
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Keywords
- cross-border e-commerce, China, customs clearance, payment risk, logistics industry, regulatory oversight, development challenges
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