Cross-border e-shopping on e-commerce B2C multi-sided digital platforms: Antecedents and moderating role of country of location
DOI:
https://doi.org/10.15678/EBER.2024.120408Abstract
Objective: The objective of the article is to investigate the impact of a foreign multi-sided digital platform’s (MSP) e-shopping quality (quality of information, payment security, consumer service), image, perceived legal protection of cross-border online purchases on beliefs and attitudes towards cross-border e-purchases on foreign MSPs, along with their influence on e-consumer intentions to purchase, and foreign MSP’s country of location as a moderator (EU and USA vs. China).
Research Design & Methods: We surveyed a representative sample of 810 Poles and analysed the gathered data with PLS-SEM.
Findings: Beliefs (with the critical role of trust) and foreign MSPs’ ease of use significantly impact e-purchases on foreign MSPs, which is determined by online shopping quality, the image of a foreign MSP, and perceived legal protection of e-purchases. There are differences between consumers purchasing via Western vs. Chinese MSPs regarding the influence of payment security on ease of use and influence on trust in a foreign MSP of the following antecedents: consumer service on a given MSP, its reputation, and perception of prices/costs.
Implications & Recommendations: This article offers valuable insights into e-consumer behaviour useful to MSPs’ managers.
Contribution & Value Added: This article develops literature on cross-border e-commerce, especially e-consumer behaviour on MSPs, by examining new factors relevant to online shopping on foreign MSPs and considering the moderating role of an MSP’s country of location.
Keywords
antecedents of cross-border e-shopping, multi-sided digital platforms (MSPs), cross-border e-commerce (CBEC), purchase intentions
Author Biography
Marzanna Witek-Hajduk
Associate Professor at the Institute of International Management and Marketing, SGH Warsaw School of Economics. Deputy Dean of the SGH Doctoral School. Chair of the International Busi-ness Department. Her research interests include firm internationalisation, international brand-ing, retailer brands, digital marketing, and business models.
Correspondence to: Prof. Marzanna K. Witek-Hajduk, PhD, SGH Warsaw School of Economics, Al. Niepodległości 162, 02-554 Warsaw, Poland, e-mail: mwitek@sgh.waw.pl
Anna Grudecka
PhD at the Department of International Business, SGH Warsaw School of Economics. Her research interests focus on consumer behavior, retailers` brands, international branding and firm internationalisation.
References
- Accenture (2019). Cross border. The disruptive frontier. Retrieved from https://www.accenture.com/_acnmedia/pdf-102/accenture-cross-border-the-disruptive-frontier.pdf on October 3, 2023.
- Agkeyan-Simonian, M., Forsythe, S., & Kwon, W.S. (2012). The role of product brand image and online store image on perceived risks and online purchase intentions for apparel. Journal of Retailing and Consumer Services, 19(3), 325-331. https://doi.org/10.1016/j.jretconser.2012.03.006
- Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T
- Ajzen, I. (2020). The theory of planned behavior: frequently asked questions. Human Behavior and Emerging Technologies, 2(4), 314-324. Retrieved from https://publons.com/publon/10.1002/hbe2.195 on October 3, 2023.
- Amin, N., & Nor, R.M. (2013). Online shopping in Malaysia: Legal protection for e-consumers. European Jour-nal of Business and Management, 5(24), 79-87.
- ARC (2022). Cross-border e-commerce. Czego oczekują konsumenci?. Retrieved from https://poland.payu.com/wp-content/uploads/sites/14/2022/11/Cross_border_e_commerce_raport_PayU.pdf on April 5, 2023.
- Adriansah, M.N., Chariri, A., Rahardia, S., & Udin (2020). The effect of electronic payment security on e-commerce consumer perception: an extended model of technology acceptance. Management Science Letters, 10(2), 1473-1480. https://doi.org/10.5267/j.msl.2019.12.020
- Ashraf, A.R., Thongpapanl, N., & Auh, S. (2014). The application of the technology acceptance model under different cultural contexts: The case of online shopping adoption. Journal of International Marketing, 22(3), 68-93. https://doi.org/10.1509/jim.14.0065
- Bandara, R., Ferando, M., & Akter, S. (2020). Privacy concerns in e-commerce: a taxonomy and a future re-search agenda. Electronic Markets, 30, 629-647. https://doi.org/10.1007/s12525-019-00375-6
- Bhattacharya, S., Sharma, R.P., & Gupta, A. (2023). Does e-retailer's country of origin influence consumer privacy, trust and purchase intention?. Journal of Consumer Marketing, 40(2), 248-259. https://doi.org/10.1108/JCM-04-2021-4611
- Cardona, M., & Martens, B. (2014). Supply-side barriers to cross-border e-commerce in the EU Digital Single Market. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2518460 on December 11, 2023.
- Carlson, J.R., & Kukar-Kinney, M. (2018). Investigating discounting of discounts in an online context: the mediating effect of discount credibility and moderating effect of online daily deal promotions. Journal of Retailing and Consumer Services, 41, 153-160. https://doi.org/10.1016/j.jretconser.2017.12.006
- Chen, C.C., Hsiao, K.L., & Wu, S.J. (2018). Purchase intention in social commerce. an empirical examination of perceived value and social awareness. Library Hi Tech, 36(4), 583-604. https://doi.org/10.1108/LHT-01-2018-0007
- Chen, Y.H., & Barnes, S. (2007). Initial trust and online buyer behavior. Industrial Management and Data Systems, 107(1), 21-36. https://doi.org/10.1108/02635570710719034
- Chen, J., Lan, Y.C., & Change, Y.W. (2023). Consumer behaviour in cross-border e-commerce: a systematic literature review and future research agenda. International Journal of Consumer Studies, 6(1), 21-33. https://doi.org/10.1111/ijcs.12969
- Chen, N., & Yang, Y. (2021). The impact of customer experience on consumer purchase intention in cross-border e-commerce – taking network structural embeddedness as mediator variable. Journal of Retailing and Consumer Services, 59, 102344. https://doi.org/10.1016/j.jretconser.2020.102344
- Cui., A.P., Fitzgerald, P.M., & Donovan, K.R. (2014). Extend self: implications for country-0f-origin. Journal of Consumer Marketing, 31(4), 312-321. https://doi.org/10.1108/JCM-01-2014-0820
- Davis, F.D., Bagozzi, R.P., & Warshaw, P.R. (1989). User acceptance of computer technology: a comparison of two theoretical models. Management Science, 35(8), 982-1003. https://doi.org/10.1287/mnsc.35.8.982
- Delafroz, N., Paim, L.H., & Khatibi, A. (2009). Developing an instrument for measurement of attitude toward online shopping. European Journal of Social Sciences, 7(3), 166-177. Retrieved from https://www.researchgate.net/publication/229046079_Developing_an_instrument_for_measurement_of_attitude_toward_online_shopping on April 2, 2024.
- Eastlick, M.A., & Lotz, S. (2011). Cognitive and institutional predictors of initial trust toward an online retailer. International Journal of Retail and Distribution Management, 39(4), 234-255. https://doi.org/10.1108/09590551111117527
- EECR (2023). European e-commerce report 2023. Retrieved from chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/https://ecommerce-europe.eu/wp-content/uploads/2023/11/European-Ecommerce-Report-2023-Light-Version.pdf on July 5, 2024.
- Fan, Y., Ju, J., & Xiao, M. (2016). Reputation premium and reputation management: evidence from the larg-est e-commerce in China. International Journal of Industrial Organization, 46(3), 63-76. https://doi.org/10.1016/j.ijindorg.2016.01.004
- Fang, J., George, N., Shao, Y., & Wen, C. (2016). Affective and cognitive factors influencing repeat buying in e-commerce. Electronic Commerce Research and Applications, 19(3), 44-55. https://doi.org/10.1016/j.elerap.2016.08.001
- Filieri, R., Acikgoz, F., Ndou, V., & Dwivedi, Y. (2021). Is trip advisor still relevant? The influence of review credibility, review usefulness, and ease of use on consumers` continuance intention. International Jour-nal of Contemporary Hospitality Management, 33(1), 199-223. https://doi.org/10.1108/IJCHM-05-2020-0402
- Fisher, R., & Zoe Chu, S. (2009). Initial online trust formation: the role of company location and web assur-ance. Managerial Auditing Journal, 24(6), 542-563. https://doi.org/10.1108/02686900910966521
- Friedman, B. (2000). Trust online. Communications of the ACM, 43(12), 34-40. https://doi.org/10.1145/355112.355120
- Fuller, C.M., Simmering, M.J., Atinc, G., Atinc, Y., & Babin, B.J. (2016). Common methods variance detection in business research. Journal of Business Research, 69(8), 3192-3198. https://doi.org/10.1016/j.jbusres.2015.12.008
- Gomez-Herrera, E., Martens, B., & Turela, G. (2014). The drivers and impediments for cross-border e-commerce in the EU. Information Economics and Policy, 28, 83-96. https://doi.org/10.1016/j.infoecopol.2014.05.002
- Ha, S., & Stoel, L. (2009). Consumer e-shopping acceptance: antecedents in a technology acceptance model. Journal of Business Research, 62, 565-571. https://doi.org/10.1016/j.jbusres.2008.06.016
- Hagiu, A. (2015). Strategic decisions for multisided platforms. MIT Sloan Management Review – Top 10 les-sons on Strategy, 55(2), 4-13. Retrieved from https://sloanreview.mit.edu/article/strategic-decisions-for-multisided-platforms/ on April 3, 2024.
- Hagiu, A., & Wright, J. (2015). Multi-sided platforms. International Journal of Industrial Organization, 43, 162-174. https://doi.org/10.1016/j.ijindorg.2015.03.003
- Hair, J.F., Hult, T.G., Ringle, C.M., & Sarstedt, M. (2014). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), 1st edition. London: SAGE.
- Hair, J.F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-151. https://doi.org/10.2753/MTP1069-6679190202
- Huang, S.L., & Chang, Y.C. (2017). Factors that impact consumers` intention to shop on foreign online stores. Proceedings of the 50th Hawaii International Conference on System Sciences, (2017), 3981-3991. Retrieved from https://www.semanticscholar.org/paper/Factors-That-Impact-Consumers'-Intention-to-Shop-on-Huang-Chang/eb74172fcbbc0b5a1fdc2b63b3433878628f8f44 on April 1, 2024.
- Huang, S.L., & Chang, Y.C. (2019). Cross-border e-commerce: consumers` intention to shop on foreign web-sites. Internet Research, 29(6), 1256-1279. https://doi.org/10.1108/INTR-11-2017-0428
- Huurne, M., Ronteltap, A., Corten, R., & Buskens, V. (2017). Antecedents of trust in the sharing economy. A systematic review. Journal of Consumer Behaviour, 16, 485-498. https://doi.org/10.1002/cb.1667
- Jiang, C., Rashid, R.M., & Wang, J. (2019). Investigating the role of social presence dimensions and infor-mation support on consumers` trust and shopping intentions. Journal of Retailing and Consumer Ser-vices, 52, 263-270. https://doi.org/10.1016/j.jretconser.2019.06.007
- Jung, J.C., Ugboma, M.A., & Liow, A.K. (2015). Does Alibaba`a magic work outside China?. Thunderbird Inter-national Business Review, 57(6), 505-528. https://doi.org/10.1002/tie.21739
- Kim, D.J., Ferrin, D.L., & Rao, R.H. (2008). A trust-based consumer decision-making model in electronic com-merce: the role of trust, perceived risk, and their antecedents. Decision Support Systems, 44(2), 544-564. https://doi.org/10.1016/j.dss.2007.07.001
- Kim, D.J., Song, Y.I., Braynov, S.B., & Rao, R.H. (2005). A multi-dimensional trust formation model in B-to-C e-commerce: a conceptual framework and content analyses of academia/practitioner perspective. Deci-sion Support Systems, 40(2), 143-165. https://doi.org/10.1016/j.dss.2004.01.006
- Kim, H.W., Chan, H.C., & Gupta, S. (2007). Value-based adoption of mobile Internet: an empirical investiga-tion. Decision Support Systems, 43(1), 111-126. https://doi.org/10.1016/j.dss.2005.05.009
- Kock, N. (2015). Common method bias in PLS-SEM: a full collinearity assessment approach. International Journal of e-Collaboration, 11(4), 1-10. https://doi.org/10.4018/ijec.2015100101
- Kokliˇc, M.K., & Vilda, I. (2009). A strategic household purchase: consumer house buying behavior. Managing global transitions. International Research Journal, 7(1), 75-96.
- Kooli, K., Mansour, K.B., & Utama, R. (2015). Determinants of online trust and their impact on online pur-chase intention. International Journal of Technology Marketing, 9(3), 1-19. https://doi.org/10.1504/IJTMKT.2014.063858
- Kunst, K., & Vatrapu, R. (2019). Understanding electronic word of behavior: conceptualization of the observ-able digital traces of consumers` behaviors. Electronic Markets, 29, 323-336. https://doi.org/10.1007/s12525-018-0301-x.
- Lee, S., Lee, S.Y., & Ryu, M.H. (2019). How much are sellers willing to pay for the features offered by their e-commerce platform?. Telecommunications Policy, 43(10), 1-10. https://doi.org/10.1016/j.telpol.2019.101832
- Lwin, M., Wirtz, J., & Williams, J.D. (2007). Consumer online privacy concerns and responses: a power–responsibility equilibrium perspective. Journal of the Academy of Marketing Science, 35, 572-585. https://doi.org/10.1007/s11747-006-0003-3
- Ma, S., Chai, Y., & Jia, F. (2022). Mitigating transaction risk for cross-border e-commerce firms: a multiagent-based simulation study. International Business Review, 31(4), 1-17. https://doi.org/10.1016/j.ibusrev.2021.101965
- Matt, C., Trenz, M., Cheung, C.M.K., & Turel, O. (2019). The digitization of the individual: conceptual founda-tions and opportunities for research. Electronic Markets, 29, 315-322. https://doi.org/10.1007/s12525-019-00348
- McKnight, H.D., Choudhury, V., & Kacmar, C. (2022). The impact of initial consumer trust on intentions to transact with a web site: a trust building model. The Journal of Strategic Information Systems, 11(3), 297-323. https://doi.org/10.1016/S0963-8687(02)00020-3
- Moslehpour, M., Pham, V.K., Wong, W.K., & Bilgiçli, I. (2018). E-purchase intention of Taiwanese consumers: sustainable mediation of perceived usefulness and perceived ease of use. Sustainability, 10(1), 234-246. https://doi.org/10.3390/su10010234
- Mou, J., Cohen, J., Dou, Y., & Zhang, B. (2020a). International buyers` repurchase intentions in a Chinese cross-border e-commerce platform. Internet Research, 30(2), 403-437. https://doi.org/10.1108/INTR-06-2018-0259
- Mou, J., Cohen, J., Dou, Y., & Zhang, B. (2017). Predicting buyers` repurchase intentions in cross-border e-commerce: a valence framework perspective. Proceeding of the 25th European Conference on Information Systems (ECIS), Guimaraes, Portugal, June 5-10, 2382-2394.
- Mou, J., Zhu, W., & Benyoucef, M. (2020b). Impact of a product description and involvement on purchase intention in cross-border e-commerce. Industrial Management and Data Systems, 120(3), 567-586. https://doi.org/10.1108/IMDS-05-2019-0280
- Muralidharan, S., Yoon, H.J., Sung, Y., Miller, J., & Lee, A. (2014). Following the Breadcrumbs: An analysis of online product review characteristics by online shoppers. Journal of Marketing Communications, 23(2), 113-134. https://doi.org/10.1080/13527266.2014.949824
- Oghazi, P., Karlsson, S., Hellstrom, D., & Hjat, K. (2018). Online purchase return policy leniency and purchase decision: mediating role of consumer trust. Journal of Retailing and Consumer Services, 41, 190-200. https://doi.org/10.1016/j.jretconser.2017.12.007
- Oktavilia, L., & Tohari, M. (2023). Consumer protection in making purchases through the online store. Jour-nal Research of Social Science, Economics, and Management, 2(11), 2631-2644. https://doi.org/10.59141/jrssem.v2i11.481
- Oliviera, T., Tomar, S., & Tam, C. (2020). Evaluating collaborative consumption platforms from a consumer perspective. Journal of Cleaner Production, 273, 123018. https://doi.org/10.1016/j.jclepro.2020.123018
- Oney, E., Guven, O., & Rizvi, W.H. (2017). The determinants of electronic payment systems usage from con-sumers` perspective. Electronic Research, 30(1), 394-415. https://doi.org/10.1080/1331677X.2017.1305791
- Özen, H., & Kaya, I. (2013). How value perception affects buying intentions of online consumers?. Journal Review of Social Economic and Administrative Studies, 27(2), 11-29. https://doi.org/10.21773/boun.27.2.2
- Qin, Z., Zhao, L., & Ni., Y. (2019). The influencing factors on consumers` purchase intention under the cross-border e-commerce platforms. ICRB 2019 Proceedings, 33, 443-455. Retrieved from https://iceb.johogo.com/proceedings/2019/ICEB_2019_paper_34_full.pdf on September 1, 2023.
- Postnord (2020). E-commerce in Europe 2020. Retrieved from https://www.postnord.se/siteassets/pdf/rapporter/e-commerce-in-europe-2020.pdf on September 10, 2023.
- Ramkuram, B., & Jin, B.E. (2019). Examining pre-purchase intention and post-purchase consequences of international online outshopping (IOO): The moderating effect of e-tailer`s country image. Journal of Re-tailing and Consumer Services, 49, 186-197. https://doi.org/10.1016/j.jretconser.2019.03.021
- Rangaswamy, A., Moch, N., Felten, C., van Brugen, G., Wierina, J.E., & Wirtz, J. (2020). The role of marketing in digital business platforms. Journal of Interactive Marketing, 51, 72-90. https://doi.org/10.1016/j.intmar.2020.04.006
- Reyes-Menendez, A., Saura, J.R., & Martinez-Navalon, J.G. (2019). The impact of e-WOM on hotels manage-ment reputation: exploring TripAdvisor review credibility with the ELM model. IEEE Access, 68868-68877.
- Safari, A. (2012). Customers` international online trust – insights from focus group interviews. Journal of Theoretical and Applied Electronic Commerce Research, 7(2), 59-72. https://doi.org/10.4067/S0718-18762012000100007
- Schwarz, A., Rizzuto, T., Carraher-Wolverton, C., & Roldan, J.L. (2017). Examining the impact and detection of the „urban legend” of common method bias. Advances in Information Systems, 48(1), 93-119. https://doi.org/10.1145/3051473.3051479
- Shang, R.A., Chen, Y.C., & Shan, L. (2005). Extrinsic versus intrinsic motivations for consumers to shop on-line. Information and Management, 42, 401-413. https://doi.org/10.1016/j.im.2004.01.009
- Sharp, J.H. (2007). Development, extension, and application: a review of the technology acceptance model. Information Systems Education Journal, 5(9), 3-11. Retrieved from https://www.researchgate.net/publication/228654640_Development_extension_and_application_A_review_of_the_technology_acceptance_model on September 1, 2023.
- Sheth, J.N. (1991). Consumption Values and Market Choices-Theory and Applications, Nashville: South-Western Publishing.
- Statista (2021). Cross-border e-commerce market value worldwide in 2019 and 2026. Retrieved from https://www.statista.com/statistics/1296796/global-cross-border-ecommerce-market-value/ on October 4, 2023.
- Statista (2022). Cross-border e-commerce as share of total e-commerce worldwide in 2016 and 2022. Re-trieved from https://www.statista.com/statistics/867991/cross-border-e-commerce-share-world/ on April 5, 2023.
- Sullivan, Y.W., & Kim, D.J. (2018). Assessing the effects of consumers` product evaluations and trust on re-purchase intention in e-commerce environments. International Journal of Information Management, 39, 199-219. https://doi.org/10.1016/j.ijinfomgt.2017.12.008
- Targański, B., & Mokrysz-Olszyńska, A. (2017). Cross-border e-commerce – Myth or reality. Review of Major Harmonisation Efforts, Studia i Materiały (Studies and Materials), 23(1), 27-36, ISSN 1733-9758, https://doi.org/10.7172/1733-9758.2017.23.3
- Teubner, T., Adam, M.T.P., & Hawlitschek, F. (2019).Unlocking online reputation. On the effectiveness of cross-platform signaling in the sharing economy. Business and Information Systems Engineering, 62, 1-13. https://doi.org/10.1007/s12599-019-00620-4
- Valarezo, A., Pérez-Amaral, T., Garín-Muñoz, T., García, I.H., & López, R. (2018). Drivers and barriers to cross-border e-commerce: evidence from Spanish individual behavior. Telecommunications Policy, 42(6), 464-473. https://doi.org/10.1016/j.telpol.2018.03.006
- Widyanto, H.A., Kusumawardani, K.A., & Yohanes, H. (2022). Safety first: extending UTAUT to better predict mobile payment adoption by incorporating perceived security, perceived risk and trust. Journal of Sci-ence and Technilogy Policy Management, 13(4), 952-973. https://doi.org/10.1108/JSTPM-03-2020-0058
- Witek-Hajduk, M.K., & Targański, B. (2018). Institutional barriers of the Internet-based foreign expansion of enterprises. Management Issues – Problemy Zarządzania, 16(1), 91-108. https://doi.org/10.7172/1644-9584.73.6
- Xiao, L., Guo, F., Yu, F., & Liu, S. (2019). The effects of online shopping context cues on consumers` purchase intention for cross-border e-commerce sustainability. Sustainability, 11, 1-24. https://doi.org/10.3390/su11102777
- Yang, H., Luo, Y., Qiu, Y. Zou, J., Masukujjaman, M., & Ibrahim, A.M. (2023). Moderating the enablers of con-sumers` e-shopping behavior: A multi-analytic approach. Sustainability, 15(8), 65-64. https://doi.org/10.3390/su15086564
- Yu, P.L., Balaji, M.S., & Khong, K.W. (2015). Building trust in Internet banking: a trustworthiness perspective. Industrial Management and Data Systems, 115(2), 235-252. https://doi.org/10.1108/IMDS-09-2014-0262
- Zacharia, G., & Maes, P. (2000). Trust management through reputation mechanisms. Applied Artificial Intelli-gence, 14(9), 881-907. https://doi.org/10.1080/09939510050144868
- Zhu, W., Mou, J., & Benyoucef, M. (2019). Exploring purchase intention in cross-border e-commerce: a three stage model. Journal of Retailing and Consumer Services, 51, 320-330. https://doi.org/10.1016/j.jretconser.2019.07.004