{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T10:56:05Z","timestamp":1787050565867,"version":"build-2736575974"},"reference-count":93,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2023,3,23]],"date-time":"2023-03-23T00:00:00Z","timestamp":1679529600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"the Youth Project of Shanghai Philosophy and Social Science Planning","award":["2021EJB006"],"award-info":[{"award-number":["2021EJB006"]}]},{"name":"the Youth Project of Shanghai Philosophy and Social Science Planning","award":["17CGJ011"],"award-info":[{"award-number":["17CGJ011"]}]},{"name":"the Youth Project of Shanghai Philosophy and Social Science Planning","award":["23692104400"],"award-info":[{"award-number":["23692104400"]}]},{"name":"the Youth Project of Shanghai Philosophy and Social Science Planning","award":["20JZD010"],"award-info":[{"award-number":["20JZD010"]}]},{"name":"the Youth Project of Shanghai Philosophy and Social Science Planning","award":["72241431"],"award-info":[{"award-number":["72241431"]}]},{"name":"the Youth Project of Shanghai Philosophy and Social Science Planning","award":["72031006"],"award-info":[{"award-number":["72031006"]}]},{"name":"the Youth Project of National Social Science of China","award":["2021EJB006"],"award-info":[{"award-number":["2021EJB006"]}]},{"name":"the Youth Project of National Social Science of China","award":["17CGJ011"],"award-info":[{"award-number":["17CGJ011"]}]},{"name":"the Youth Project of National Social Science of China","award":["23692104400"],"award-info":[{"award-number":["23692104400"]}]},{"name":"the Youth Project of National Social Science of China","award":["20JZD010"],"award-info":[{"award-number":["20JZD010"]}]},{"name":"the Youth Project of National Social Science of China","award":["72241431"],"award-info":[{"award-number":["72241431"]}]},{"name":"the Youth Project of National Social Science of China","award":["72031006"],"award-info":[{"award-number":["72031006"]}]},{"name":"the Shanghai Soft Science Research Program","award":["2021EJB006"],"award-info":[{"award-number":["2021EJB006"]}]},{"name":"the Shanghai Soft Science Research Program","award":["17CGJ011"],"award-info":[{"award-number":["17CGJ011"]}]},{"name":"the Shanghai Soft Science Research Program","award":["23692104400"],"award-info":[{"award-number":["23692104400"]}]},{"name":"the Shanghai Soft Science Research Program","award":["20JZD010"],"award-info":[{"award-number":["20JZD010"]}]},{"name":"the Shanghai Soft Science Research Program","award":["72241431"],"award-info":[{"award-number":["72241431"]}]},{"name":"the Shanghai Soft Science Research Program","award":["72031006"],"award-info":[{"award-number":["72031006"]}]},{"name":"the Major Projects on Philosophy and Social Science Research of the Ministry of Education of the People\u2019s Republic of China","award":["2021EJB006"],"award-info":[{"award-number":["2021EJB006"]}]},{"name":"the Major Projects on Philosophy and Social Science Research of the Ministry of Education of the People\u2019s Republic of China","award":["17CGJ011"],"award-info":[{"award-number":["17CGJ011"]}]},{"name":"the Major Projects on Philosophy and Social Science Research of the Ministry of Education of the People\u2019s Republic of China","award":["23692104400"],"award-info":[{"award-number":["23692104400"]}]},{"name":"the Major Projects on Philosophy and Social Science Research of the Ministry of Education of the People\u2019s Republic of China","award":["20JZD010"],"award-info":[{"award-number":["20JZD010"]}]},{"name":"the Major Projects on Philosophy and Social Science Research of the Ministry of Education of the People\u2019s Republic of China","award":["72241431"],"award-info":[{"award-number":["72241431"]}]},{"name":"the Major Projects on Philosophy and Social Science Research of the Ministry of Education of the People\u2019s Republic of China","award":["72031006"],"award-info":[{"award-number":["72031006"]}]},{"name":"the National Natural Science Foundation of China","award":["2021EJB006"],"award-info":[{"award-number":["2021EJB006"]}]},{"name":"the National Natural Science Foundation of China","award":["17CGJ011"],"award-info":[{"award-number":["17CGJ011"]}]},{"name":"the National Natural Science Foundation of China","award":["23692104400"],"award-info":[{"award-number":["23692104400"]}]},{"name":"the National Natural Science Foundation of China","award":["20JZD010"],"award-info":[{"award-number":["20JZD010"]}]},{"name":"the National Natural Science Foundation of China","award":["72241431"],"award-info":[{"award-number":["72241431"]}]},{"name":"the National Natural Science Foundation of China","award":["72031006"],"award-info":[{"award-number":["72031006"]}]},{"name":"the Startup Fund for Young Faculty at SJTU","award":["2021EJB006"],"award-info":[{"award-number":["2021EJB006"]}]},{"name":"the Startup Fund for Young Faculty at SJTU","award":["17CGJ011"],"award-info":[{"award-number":["17CGJ011"]}]},{"name":"the Startup Fund for Young Faculty at SJTU","award":["23692104400"],"award-info":[{"award-number":["23692104400"]}]},{"name":"the Startup Fund for Young Faculty at SJTU","award":["20JZD010"],"award-info":[{"award-number":["20JZD010"]}]},{"name":"the Startup Fund for Young Faculty at SJTU","award":["72241431"],"award-info":[{"award-number":["72241431"]}]},{"name":"the Startup Fund for Young Faculty at SJTU","award":["72031006"],"award-info":[{"award-number":["72031006"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JTAER"],"abstract":"<jats:p>The digital trade ecosystem\u2019s development relies on the growth of cross-border e-commerce platforms. To ensure the continued growth of China\u2019s digital trade, it is crucial to consider the service capabilities of digital platforms and the digital transformation capabilities of cross-border e-commerce firms. This study explores the impact of these factors on the performance of cross-border e-commerce companies, with digital transformation capability acting as a mediator. Empirical research reveals that the service capability of digital platforms is composed of supply chain communication and cost control abilities, which partially mediate the relationship between digital platform serviceability and cross-border e-commerce enterprise performance. Moreover, both the service capabilities of digital platforms and the digital transformation capabilities of cross-border e-commerce companies have a positive and significant impact on enterprise performance.<\/jats:p>","DOI":"10.3390\/jtaer18020040","type":"journal-article","created":{"date-parts":[[2023,3,23]],"date-time":"2023-03-23T04:37:28Z","timestamp":1679546248000},"page":"777-794","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":114,"title":["The Digital Platform, Enterprise Digital Transformation, and Enterprise Performance of Cross-Border E-Commerce\u2014From the Perspective of Digital Transformation and Data Elements"],"prefix":"10.3390","volume":"18","author":[{"given":"Yunpeng","family":"Yang","sequence":"first","affiliation":[{"name":"Antai College of Economics and Management, Shanghai Jiao Tong University, Shanghai 200030, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nan","family":"Chen","sequence":"additional","affiliation":[{"name":"School of International Economics and Trade, Shanghai Lixin University of Accounting and Finance, Shanghai 201620, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongmin","family":"Chen","sequence":"additional","affiliation":[{"name":"Antai College of Economics and Management, Shanghai Jiao Tong University, Shanghai 200030, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2023,3,23]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"104","DOI":"10.3390\/jtaer17010006","article-title":"Investigating the Impact of Situational Influences and Social Support on Social Commerce during the COVID-19 Pandemic","volume":"17","author":"Bazi","year":"2022","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"69","DOI":"10.3390\/jtaer17010004","article-title":"Cross-Border E-Commerce Development and Challenges in China: A Systematic Literature Review","volume":"17","author":"Liu","year":"2022","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_3","first-page":"1","article-title":"Electronic Commerce in the Time of COVID-19\u2014Perspectives and Challenges","volume":"16","year":"2021","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"31","DOI":"10.31217\/p.36.1.4","article-title":"Pandemics Trends in E-Commerce: Drop Shipping Entrepreneurship during COVID-19 Pandemic","volume":"36","year":"2022","journal-title":"Pomorstvo"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1017\/S1474745615000014","article-title":"Why Trade Agreements Are Not Setting Information Free: The Lost History and Reinvigorated Debate over Cross-Border Data Flows, Human Rights, and National Security","volume":"14","author":"Aaronson","year":"2015","journal-title":"World Trade Rev."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"545","DOI":"10.54648\/TRAD2012017","article-title":"Regulating E-Commerce through International Policy: Understanding the International Trade Law Issues of E-Commerce","volume":"46","author":"Bieron","year":"2012","journal-title":"J. World Trade"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"9623672","DOI":"10.1155\/2021\/9623672","article-title":"Study on the Intention of Foreign Trade Driven by Cross-Border E-Commerce Based on Blockchain Technology","volume":"2021","author":"Gao","year":"2021","journal-title":"Secur. Commun. Netw."},{"key":"ref_8","first-page":"1","article-title":"Digital Trade in WTO-LAW Taking Stock and Looking Ahead","volume":"5","author":"Weber","year":"2010","journal-title":"Asian J. WTO Int. Health Law Policy"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"S63","DOI":"10.1017\/S1474745618000435","article-title":"Learning about Digital Trade: Privacy and E-Commerce in CETA and TPP","volume":"18","author":"Wolfe","year":"2019","journal-title":"World Trade Rev."},{"key":"ref_10","first-page":"1","article-title":"The Effects of China\u2019s Cross-Border e-Commerce on Its Exports: A Comparative Analysis of Goods and Services Trade","volume":"4","author":"Yin","year":"2021","journal-title":"Electron. Commer. Res."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1504\/IJMC.2016.079302","article-title":"Revelation of Cross-Border Logistics Performance for the Manufacturing Industry Development","volume":"14","author":"Ai","year":"2016","journal-title":"Int. J. Mob. Commun."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.mfglet.2014.12.001","article-title":"A Cyber-Physical Systems Architecture for Industry 4.0-Based Manufacturing Systems","volume":"3","author":"Lee","year":"2015","journal-title":"Manuf. Lett."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"126","DOI":"10.2112\/SI106-032.1","article-title":"The Relationship between Cross-Border E-Commerce along the Maritime Silk Road Economic Belt and Manufacturing: A Study of the Threshold Effect of Logistics","volume":"106","author":"Lei","year":"2020","journal-title":"J. Coast. Res."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"1297","DOI":"10.1287\/msom.2020.0887","article-title":"Cross-Border E-Commerce Data Set: Choosing the Right Fulfillment Option","volume":"23","author":"Sun","year":"2021","journal-title":"MSOM\u2014Manuf. Serv. Oper. Manag."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"100928","DOI":"10.1016\/j.elerap.2020.100928","article-title":"A 2020 Perspective on \u201cOnline Ad Effectiveness Evaluation with a Two -Stage Method Using a Gaussian Lter and Decision Tree Approach\u201d","volume":"40","author":"Wang","year":"2020","journal-title":"Electron. Commer. Res. Appl."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"100852","DOI":"10.1016\/j.elerap.2019.100852","article-title":"Online Ad Effectiveness Evaluation with a Two-Stage Method Using a Gaussian Filter and Decision Tree Approach","volume":"35","author":"Wang","year":"2019","journal-title":"Electron. Commer. Res. Appl."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"320","DOI":"10.1016\/j.jretconser.2019.07.004","article-title":"Exploring Purchase Intention in Cross-Border E-Commerce: A Three Stage Model","volume":"51","author":"Zhu","year":"2019","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"284","DOI":"10.1016\/j.tele.2016.08.002","article-title":"Logistics Service Design for Cross-Border E-Commerce Using Kansei Engineering with Text-Mining-Based Online Content Analysis","volume":"34","author":"Hsiao","year":"2017","journal-title":"Telemat. Inform."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1016\/j.telpol.2015.11.011","article-title":"Mobile Payments in Japan, South Korea and China: Cross-Border Convergence or Divergence of Business Models?","volume":"40","author":"Miao","year":"2016","journal-title":"Telecommun. Policy"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"3841","DOI":"10.1080\/00207543.2020.1752949","article-title":"B2C Cross-Border E-Commerce Logistics Mode Selection Considering Product Returns","volume":"59","author":"Wang","year":"2021","journal-title":"Int. J. Prod. Res."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"843","DOI":"10.1016\/j.jbusres.2021.10.019","article-title":"When and How Mobile Payment Platform Complementors Matter in Cross-Border B2B e-Commerce Ecosystems? An Integration of Process and Modularization Analysis","volume":"139","author":"Wu","year":"2022","journal-title":"J. Bus. Res."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1080\/02642069.2020.1863373","article-title":"Effects of Retailers\u2019 Service Quality and Legitimacy on Behavioral Intention: The Role of Emotions during COVID-19","volume":"41","author":"Yang","year":"2021","journal-title":"Serv. Ind. J."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"883101","DOI":"10.3389\/fpsyg.2022.883101","article-title":"Ability Orientation or Good Character? Moderated Mediation Mechanism to Determine the Impact of Telepresence on Consumer Purchasing Intention in Cross-Border E-Commerce","volume":"13","author":"Gui","year":"2022","journal-title":"Front. Psychol."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10660-020-09449-6","article-title":"Cross-Border e-Commerce Platform for Commodity Automatic Pricing Model Based on Deep Learning","volume":"22","author":"Guo","year":"2022","journal-title":"Electron. Commer. Res."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"101113","DOI":"10.1016\/j.elerap.2021.101113","article-title":"Market Expansion vs. Intensified Competition: Overseas Supplier\u2019s Adoption of Blockchain in a Cross-Border Agricultural Supply Chain","volume":"51","author":"Niu","year":"2022","journal-title":"Electron. Commer. Res. Appl."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.ejor.2021.07.019","article-title":"Should a Domestic Firm Carve out a Niche in Overseas Markets? Value of Purchasing Agents","volume":"300","author":"Shi","year":"2022","journal-title":"Eur. J. Oper. Res."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1111\/jpet.12254","article-title":"Tax Competition, Tax Coordination, and e-Commerce","volume":"20","author":"Beauvallet","year":"2018","journal-title":"J. Public Econ. Theory"},{"key":"ref_28","first-page":"6216052","article-title":"Research on the Competitive Strategy of Cross-Border E-Commerce Comprehensive Pilot Area Based on the Spatial Competition","volume":"2016","author":"Lu","year":"2016","journal-title":"Sci. Program."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1504\/IJTM.2021.120926","article-title":"Industry Competition, Life Cycle and Export Performance of China\u2019s Cross-Border e-Commerce Enterprises","volume":"87","author":"Ma","year":"2021","journal-title":"Int. J. Technol. Manag."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1509\/jmkg.69.1.80.55505","article-title":"Benchmarking Marketing Capabilities for Sustainable Competitive Advantage","volume":"69","author":"Vorhies","year":"2005","journal-title":"J. Mark."},{"key":"ref_31","first-page":"139","article-title":"Selection of Location for Cross-Border E-Commerce Enterprises in China Addressing the Competitiveness of City Logistics","volume":"46","author":"Wang","year":"2019","journal-title":"Int. J. Transp. Econ."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"352","DOI":"10.3390\/jtaer18010019","article-title":"Did New Retail Enhance Enterprise Competition during the COVID-19 Pandemic? An Empirical Analysis of Operating Efficiency","volume":"18","author":"Yang","year":"2023","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1016\/j.jbusres.2021.04.010","article-title":"Resources and Digital Export: An RBV Perspective on the Role of Digital Technologies and Capabilities in Cross-Border e-Commerce","volume":"132","author":"Elia","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"1728","DOI":"10.1108\/00251741111183852","article-title":"Resource Fit in Digital Transformation: Lessons Learned from the CBC Bank Global E-banking Project","volume":"49","author":"Liu","year":"2011","journal-title":"Manag. Decis."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/j.telpol.2018.10.003","article-title":"The European Digital Single Market Strategy: Local Indicators of Spatial Association 2011\u20132016","volume":"43","author":"Lutz","year":"2019","journal-title":"Telecommun. Policy"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1111\/cwe.12280","article-title":"Policy Analysis and Development Evaluation of Digital Trade: An International Comparison","volume":"27","author":"Ma","year":"2019","journal-title":"China World Econ."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1108\/13639510610684674","article-title":"Developments in the Global Law Enforcement of Cyber-Crime","volume":"29","author":"Broadhurst","year":"2006","journal-title":"Polic. Int. J. Police Strateg. Manag."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1017\/S0020589313000109","article-title":"Building a Global Redress System for Low-Value Cross-Border Disputes","volume":"62","author":"Cortes","year":"2013","journal-title":"Int. Comp. Law Q."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1016\/j.geoforum.2021.01.003","article-title":"Going Global\u2014Going Digital. Diaspora Networks and Female Online Entrepreneurship in Khartoum, Sudan","volume":"120","author":"Steel","year":"2021","journal-title":"Geoforum"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1080\/02642069.2015.1025061","article-title":"Transformative Service Research: Focus on Well-Being","volume":"35","author":"Rosenbaum","year":"2015","journal-title":"Serv. Ind. J."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"699","DOI":"10.1080\/02642069.2016.1272594","article-title":"Advanced Information Technology: Transforming Service Innovation and Design","volume":"36","author":"Bantau","year":"2016","journal-title":"Serv. Ind. J."},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Fracarolli, G.S. (2021). Mapping Online Geographical Indication: Agri-Food Markets on E-Retail Shelves. Agronomy, 11.","DOI":"10.3390\/agronomy11122385"},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"102367","DOI":"10.1016\/j.jretconser.2020.102367","article-title":"The Impact of Cross Border E-Tailer\u2019s Return Policy on Consumer\u2019s Purchase Intention","volume":"59","author":"Shao","year":"2021","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"1347","DOI":"10.1111\/deci.12429","article-title":"Analytics for Cross-Border E-Commerce: Inventory Risk Management of an Online Fashion Retailer","volume":"51","author":"Shi","year":"2020","journal-title":"Decis. Sci."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"773","DOI":"10.1016\/j.clsr.2015.09.001","article-title":"Towards the Single Digital Market for E-Identification and Trust Services","volume":"31","author":"Polanski","year":"2015","journal-title":"Comput. Law Secur. Rev."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"527","DOI":"10.1007\/s10257-018-0383-1","article-title":"Research on E-Commerce Integrated Management Information System of Cross-Border Enterprises Based on Collaborative Information Middleware","volume":"18","author":"Luan","year":"2020","journal-title":"Inf. Syst. E-Bus. Manag."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"15","DOI":"10.5772\/51605","article-title":"Bringing to Market Technological Innovation: What Distinguishes Success from Failure","volume":"4","author":"Frattini","year":"2012","journal-title":"Int. J. Eng. Bus. Manag."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"125","DOI":"10.2478\/bsrj-2020-0009","article-title":"Understanding Digital Transformation Initiatives: Case Studies Analysis","volume":"11","author":"Furjan","year":"2020","journal-title":"Bus. Syst. Res. J."},{"key":"ref_49","first-page":"244","article-title":"The Impact of Digital Marketing and Digital Transformation on Brand Promotion and Brand Positioning in Kosovo\u2019s Enterprises","volume":"7","author":"Zeqiri","year":"2021","journal-title":"Entren. Enterp. Res. Innov."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"237","DOI":"10.2307\/23043496","article-title":"How Information Management Capability Influences Firm Performance","volume":"35","author":"Mithas","year":"2011","journal-title":"MIS Q."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1108\/JKT-03-2016-001","article-title":"Asset Specificity and Capability of E-Trade Performance: Evidence from Korea","volume":"20","author":"Kim","year":"2016","journal-title":"J. Korea Trade"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1108\/IJIS-08-2018-0083","article-title":"Digital Technology, Digital Capability and Organizational Performance: A Mediating Role of Digital Innovation","volume":"11","author":"Khin","year":"2018","journal-title":"Int. J. Innov. Sci."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/JGIM.20220301.oa2","article-title":"The Effects of Cross-Border E-Commerce Platforms on Transnational Digital Entrepreneurship: Case Studies in the Chinese Immigrant Community","volume":"30","author":"Duan","year":"2022","journal-title":"J. Glob. Inf. Manag."},{"key":"ref_54","doi-asserted-by":"crossref","unstructured":"Yang, W., Gao, H., Yang, Y., and Liao, J. (2022). Embodied Carbon in China\u2019s Export Trade: A Multi Region Input-Output Analysis. Int. J. Environ. Res. Public Health, 19.","DOI":"10.3390\/ijerph19073894"},{"key":"ref_55","first-page":"2040022","article-title":"The Fractal Statistical Model of Transregional and Transnational E-Commerce Enterprises Supply Chain Sequence","volume":"28","author":"Zhu","year":"2020","journal-title":"Fractals-Complex Geom. Patterns Scaling Nat. Soc."},{"key":"ref_56","first-page":"58","article-title":"Digital Transformation in European Union: North Is Leading, and South Is Lagging Behind","volume":"10","author":"Hunady","year":"2022","journal-title":"Int. J. Inf. Syst. Proj. Manag."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"2017","DOI":"10.1287\/mnsc.2018.3281","article-title":"Data Analytics, Innovation, and Firm Productivity","volume":"66","author":"Wu","year":"2020","journal-title":"Manag. Sci."},{"key":"ref_58","first-page":"7","article-title":"Cooperation of Cross-Border E-Commerce: A Reputation and Trust Perspective","volume":"25","author":"Chen","year":"2022","journal-title":"J. Glob. Inf. Technol. Manag."},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"Khmeleva, G.A., Kurnikova, M.V., Nedelka, E., and Toth, B.I. (2022). Determinants of Sustainable Cross-Border Cooperation: A Structural Model for the Hungarian Context Using the PLS-SEM Methodology. Sustainability, 14.","DOI":"10.3390\/su14020893"},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"20","DOI":"10.3390\/jtaer17010002","article-title":"A Literature Review of Taxes in Cross-Border Supply Chain Modeling: Themes, Tax Types and New Trade-Offs","volume":"17","author":"Mu","year":"2022","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1093\/jiel\/jgy022","article-title":"Using Trade Facilitation to Assist MSMEs in E-Commerce in Developing Countries","volume":"21","author":"Tavengerwei","year":"2018","journal-title":"J. Int. Econ. Law"},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"2432","DOI":"10.1287\/mnsc.2019.3327","article-title":"Frenemies in Platform Markets: Heterogeneous Profit Foci as Drivers of Compatibility Decisions","volume":"66","author":"Adner","year":"2020","journal-title":"Manag. Sci."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1177\/0266242620962658","article-title":"Strategic Orientations and Digital Marketing Tactics in Cross-Border e-Commerce: Comparing Developed and Emerging Markets","volume":"39","author":"Goldman","year":"2021","journal-title":"Int. Small Bus. J. Res. Entrep."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"199","DOI":"10.3390\/jtaer17010010","article-title":"International Dynamic Marketing Capabilities of Emerging-Market Small Business on E-Commerce","volume":"17","author":"Kim","year":"2022","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/01605682.2022.2056531","article-title":"Impacts of Positive and Negative Corporate Social Responsibility on Multinational Enterprises in the Global Retail Industry: DEA Game Cross-Efficiency Approach","volume":"73","author":"Lu","year":"2022","journal-title":"J. Oper. Res. Soc."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1080\/10864415.2002.11044247","article-title":"Business Models for Internet-Based B2B Electronic Markets","volume":"6","author":"Dai","year":"2002","journal-title":"Int. J. Electron. Commer."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1016\/j.infoecopol.2014.05.002","article-title":"The Drivers and Impediments for Cross-Border e-Commerce in the EU","volume":"28","author":"Martens","year":"2014","journal-title":"Inf. Econ. Policy"},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1007\/s10660-020-09440-1","article-title":"Who Purchases Cross-Border? Individual and Country Level Determinants of the Decision to Purchase Cross-Border in the European Single Market","volume":"22","author":"Sleuwaegen","year":"2022","journal-title":"Electron. Commer. Res."},{"key":"ref_69","first-page":"549","article-title":"The Economic Effect of Cross-Border E-Commerce Technology Shocks","volume":"17","author":"Su","year":"2018","journal-title":"Transform. Bus. Econ."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1016\/j.jsis.2019.01.003","article-title":"Understanding Digital Transformation: A Review and a Research Agenda","volume":"28","author":"Vial","year":"2019","journal-title":"J. Strateg. Inf. Syst."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"87","DOI":"10.35611\/jkt.2020.24.5.87","article-title":"The New Ecosystem of Cross-Border E-Commerce among Korea, China and Japan Based on Blockchain","volume":"24","author":"Shen","year":"2020","journal-title":"J. Korean Trade"},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1111\/isj.12153","article-title":"Digital Transformation by SME Entrepreneurs: A Capability Perspective","volume":"28","author":"Li","year":"2018","journal-title":"Inf. Syst. J."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1080\/09537287.2020.1712487","article-title":"Impact of Industry 4.0 on Supply Chain Performance","volume":"32","author":"Fatorachian","year":"2021","journal-title":"Prod. Plan. Control"},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"772","DOI":"10.1108\/IJPDLM-08-2016-0241","article-title":"Cross-Border B2C e-Commerce to Greater China and the Role of Logistics: A Literature Review","volume":"47","author":"Giuffrida","year":"2017","journal-title":"Int. J. Phys. Distrib. Logist. Manag."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"1003","DOI":"10.3390\/jtaer17030051","article-title":"Customer Response Model in Direct Marketing: Solving the Problem of Unbalanced Dataset with a Balanced Support Vector Machine","volume":"17","year":"2022","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"i","DOI":"10.4067\/S0718-18762021000200101","article-title":"Editorial: Segmenting the Future of E-Commerce, One Step at a Time","volume":"16","author":"Ballestar","year":"2021","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"54","DOI":"10.5958\/2277-6621.2017.00015.9","article-title":"Marketing Capabilities as Sources of Sustainable Competitive Advantage: A Review of Literature","volume":"6","author":"Younis","year":"2017","journal-title":"Asian J. Res. Mark."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"124867","DOI":"10.1016\/j.energy.2022.124867","article-title":"How to Stimulate Chinese Energy Companies to Comply with Emission Regulations? Evidence from Four-Party Evolutionary Game Analysis","volume":"258","author":"Yang","year":"2022","journal-title":"Energy"},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"114570","DOI":"10.1016\/j.jenvman.2022.114570","article-title":"Implementation of Enterprises\u2019 Green Technology Innovation under Market-Based Environmental Regulation: An Evolutionary Game Approach","volume":"308","author":"Li","year":"2022","journal-title":"J. Environ. Manag."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"9","DOI":"10.2753\/JEC1086-4415100401","article-title":"Determinants of E-Business Use in U.S. Firms","volume":"10","author":"Hsu","year":"2006","journal-title":"Int. J. Electron. Commer."},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"3322","DOI":"10.1016\/j.biortech.2010.10.111","article-title":"Development of a Yeast Strain for Xylitol Production without Hydrolysate Detoxification as Part of the Integration of Co-Product Generation within the Lignocellulosic Ethanol Process","volume":"102","author":"Huang","year":"2011","journal-title":"Bioresour. Technol."},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"439","DOI":"10.3390\/jtaer17020023","article-title":"Do or Die? The Effects of COVID-19 on Channel Integration and Digital Transformation of Large Clothing and Apparel Retailers in Spain","volume":"17","year":"2022","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_83","first-page":"111","article-title":"The Role of Digital Innovation in Mediating Digital Capability on Business Performance","volume":"4","author":"Yasa","year":"2019","journal-title":"Eur. J. Manag. Mark. Stud."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"653","DOI":"10.1080\/02642069.2022.2070613","article-title":"How Do Macro-Environmental Factors Impact Customer Experience? A Refined Typology, Integrative Framework, and Implications","volume":"42","author":"Gao","year":"2022","journal-title":"Serv. Ind. J."},{"key":"ref_85","first-page":"1","article-title":"The Mediating Role of Organizational Learning Capability and Resilience in the Error Management Culture-Service Innovation Link and the Contingent Effect of Error Frequency","volume":"42","author":"Keskin","year":"2022","journal-title":"Serv. Ind. J."},{"key":"ref_86","first-page":"562","article-title":"What Makes Consumers Purchase Mobile Apps: Evidence from Jordan","volume":"16","author":"Sammour","year":"2021","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_87","doi-asserted-by":"crossref","unstructured":"Chen, T., Qiu, Y., Wang, B., and Yang, J. (2022). Analysis of Effects on the Dual Circulation Promotion Policy for Cross-Border E-Commerce B2B Export Trade Based on System Dynamics during COVID-19. Systems, 10.","DOI":"10.3390\/systems10010013"},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1207\/S15328007SEM1001_6","article-title":"Revisiting Sample Size and Number of Parameter Estimates: Some Support for the N:Q Hypothesis","volume":"10","author":"Jackson","year":"2003","journal-title":"Struct. Equ. Model. Multidiscip. J."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1177\/002224378101800104","article-title":"Evaluating Structural Equation Models with Unobservable Variables and Measurement Error","volume":"18","author":"Fornell","year":"1981","journal-title":"J. Mark. Res."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"422","DOI":"10.1037\/1082-989X.7.4.422","article-title":"Mediation in Experimental and Nonexperimental Studies: New Procedures and Recommendations","volume":"7","author":"Shrout","year":"2002","journal-title":"Psychol. Methods"},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"21582440221103855","DOI":"10.1177\/21582440221103855","article-title":"The Influence of the Environment on Cross-Border E-Commerce Adoption Levels Among SMEs in China: The Mediating Role of Organizational Context","volume":"12","author":"Abdulkarem","year":"2022","journal-title":"SAGE Open"},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1504\/IJMC.2020.110881","article-title":"Risk Factors of Consumer Switching Behaviour for Cross-Border e-Commerce Mobile Platform","volume":"18","author":"Yang","year":"2020","journal-title":"Int. J. Mob. Commun."},{"key":"ref_93","doi-asserted-by":"crossref","first-page":"627","DOI":"10.1002\/nav.21897","article-title":"Fulfillment by Amazon versus Fulfillment by Seller: An Interpretable Risk-Adjusted Fulfillment Model","volume":"67","author":"Sun","year":"2020","journal-title":"Nav. Res. Logist."}],"container-title":["Journal of Theoretical and Applied Electronic Commerce Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/0718-1876\/18\/2\/40\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T19:01:02Z","timestamp":1760122862000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/0718-1876\/18\/2\/40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,23]]},"references-count":93,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2023,6]]}},"alternative-id":["jtaer18020040"],"URL":"https:\/\/doi.org\/10.3390\/jtaer18020040","relation":{},"ISSN":["0718-1876"],"issn-type":[{"value":"0718-1876","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3,23]]}}}