IDEAS home Printed from https://ideas.repec.org/a/spr/elcore/v22y2022i3d10.1007_s10660-020-09440-1.html
   My bibliography  Save this article

Who purchases cross-border? Individual and country level determinants of the decision to purchase cross-border in the European Single Market

Author

Listed:
  • Leo Sleuwaegen

    (MSI, KU Leuven)

  • Peter M. Smith

    (MSI, KU Leuven)

Abstract

E-commerce possesses considerable potential for developing the internationalisation and integration of consumer markets by bringing sellers and consumers from different countries directly into contact with each other without the requirement for intermediaries. However, cross-border online purchases remain low compared to domestic online purchases. Large differences between individual countries are also observed in the percentage of consumers who purchase cross-border. While previous studies of e-commerce have concentrated on the decision to buy on-line, this study concentrates on the decision to purchase cross-border compared to purchasing on-line only domestically. To this end, a statistical qualitative response model is developed and tested against a large data set of consumers living in the thirty countries belonging to the European Economic Area. The results demonstrate the importance of country level determinants in addition to the personal characteristics of the consumer in terms of their age, gender, profession, educational background, location and trust in non-domestic suppliers in the decision to purchase cross-border. Among the country level determinants, domestic market size, economic development and ethnic fractionalization of the country are all shown to play an important role. The results have important practical implications for e-commerce sellers as well as public authorities. The country-specific socio-economic determinants can help to better assess the potential market for cross-border selling and guide public policies aimed at stimulating cross-border selling as a means to integrate consumer markets in the European Economic Area.

Suggested Citation

  • Leo Sleuwaegen & Peter M. Smith, 2022. "Who purchases cross-border? Individual and country level determinants of the decision to purchase cross-border in the European Single Market," Electronic Commerce Research, Springer, vol. 22(3), pages 749-785, September.
  • Handle: RePEc:spr:elcore:v:22:y:2022:i:3:d:10.1007_s10660-020-09440-1
    DOI: 10.1007/s10660-020-09440-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10660-020-09440-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10660-020-09440-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sinai, Todd & Waldfogel, Joel, 2004. "Geography and the Internet: is the Internet a substitute or a complement for cities?," Journal of Urban Economics, Elsevier, vol. 56(1), pages 1-24, July.
    2. Kapferer, Jean-Noël & Valette-Florence, Pierre, 2018. "The impact of brand penetration and awareness on luxury brand desirability:," Journal of Business Research, Elsevier, vol. 83(C), pages 38-50.
    3. Alex Coad & Nestor Duch-Brown, 2017. "Barriers to European cross-border E-commerce," JRC Working Papers on Digital Economy 2017-03, Joint Research Centre.
    4. Alzahrani, Latifa & Al-Karaghouli, Wafi & Weerakkody, Vishanth, 2017. "Analysing the critical factors influencing trust in e-government adoption from citizens’ perspective: A systematic review and a conceptual framework," International Business Review, Elsevier, vol. 26(1), pages 164-175.
    5. Liran Einav & Chiara Farronato & Jonathan Levin, 2016. "Peer-to-Peer Markets," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 615-635, October.
    6. Yumeng Miao & Rong Du & Jin Li & J. Christopher Westland, 2019. "A two-sided matching model in the context of B2B export cross-border e-commerce," Electronic Commerce Research, Springer, vol. 19(4), pages 841-861, December.
    7. Bertin Martens, 2013. "What does economic research tell us about cross-border e-commerce in the EU Digital Single Market?," JRC Working Papers on Digital Economy 2013-05, Joint Research Centre.
    8. Klaus Desmet & Ignacio Ortuño-Ortín & Romain Wacziarg, 2009. "The Political Economy of Ethnolinguistic Cleavages," NBER Working Papers 15360, National Bureau of Economic Research, Inc.
    9. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    10. Moon, Junyean & Chadee, Doren & Tikoo, Surinder, 2008. "Culture, product type, and price influences on consumer purchase intention to buy personalized products online," Journal of Business Research, Elsevier, vol. 61(1), pages 31-39, January.
    11. Melisande Cardona & Nestor Duch-Brown, 2016. "Delivery Costs and Cross-border e-Commerce in the EU Digital Single Market," JRC Working Papers on Digital Economy 2016-03, Joint Research Centre.
    12. Ryan E. Carlin & Gregory J. Love & Conal Smith, 2017. "Measures of interpersonal trust: Evidence on their cross-national validity and reliability based on surveys and experimental data," OECD Statistics Working Papers 2017/10, OECD Publishing.
    13. Mathews, Shane & Bianchi, Constanza & Perks, Keith J. & Healy, Marilyn & Wickramasekera, Rumintha, 2016. "Internet marketing capabilities and international market growth," International Business Review, Elsevier, vol. 25(4), pages 820-830.
    14. Blum, Bernardo S. & Goldfarb, Avi, 2006. "Does the internet defy the law of gravity?," Journal of International Economics, Elsevier, vol. 70(2), pages 384-405, December.
    15. Yi Cui & Jian Mou & Jason Cohen & Yanping Liu, 2019. "Understanding information system success model and valence framework in sellers’ acceptance of cross-border e-commerce: a sequential multi-method approach," Electronic Commerce Research, Springer, vol. 19(4), pages 885-914, December.
    16. Meng Liu & Erik Brynjolfsson & Jason Dowlatabadi, 2021. "Do Digital Platforms Reduce Moral Hazard? The Case of Uber and Taxis," Management Science, INFORMS, vol. 67(8), pages 4665-4685, August.
    17. Scott, Allen J. (ed.), 2001. "Global City-Regions: Trends, Theory, Policy," OUP Catalogue, Oxford University Press, number 9780198297994.
    18. Duanmu, Jing-Lin & Guney, Yilmaz, 2013. "Heterogeneous effect of ethnic networks on international trade of Thailand: The role of family ties and ethnic diversity," International Business Review, Elsevier, vol. 22(1), pages 126-139.
    19. Ekelund, Jesper & Johansson, Edvard & Jarvelin, Marjo-Riitta & Lichtermann, Dirk, 2005. "Self-employment and risk aversion--evidence from psychological test data," Labour Economics, Elsevier, vol. 12(5), pages 649-659, October.
    20. Stoyan Stoyanov & Richard Woodward & Veselina Stoyanova, 2018. "The Embedding of Transnational Entrepreneurs in Diaspora Networks: Leveraging the Assets of Foreignness," Management International Review, Springer, vol. 58(2), pages 281-312, April.
    21. J. Scott Marcus & Georgios Petropoulos, 2016. "E-commerce in Europe- parcel delivery prices in a digital single market," Policy Contributions 14632, Bruegel.
    22. Julian Donaubauer & Birgit E. Meyer & Peter Nunnenkamp, 2016. "A New Global Index of Infrastructure: Construction, Rankings and Applications," The World Economy, Wiley Blackwell, vol. 39(2), pages 236-259, February.
    23. Garbarino, Ellen & Strahilevitz, Michal, 2004. "Gender differences in the perceived risk of buying online and the effects of receiving a site recommendation," Journal of Business Research, Elsevier, vol. 57(7), pages 768-775, July.
    24. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    25. Jean-Noel Kapferer & Pierre Valette-Florence, 2018. "The impact of brand penetration and awareness on luxury brand desirability : a cross country analysis of the relevance of the rarity principle," Post-Print hal-01998083, HAL.
    26. Scellato, Giuseppe & Franzoni, Chiara & Stephan, Paula, 2015. "Migrant scientists and international networks," Research Policy, Elsevier, vol. 44(1), pages 108-120.
    27. Jian Mou & Dong-Hee Shin & Jason F. Cohen, 2017. "Trust and risk in consumer acceptance of e-services," Electronic Commerce Research, Springer, vol. 17(2), pages 255-288, June.
    28. Valarezo, Ángel & Pérez-Amaral, Teodosio & Garín-Muñoz, Teresa & Herguera García, Iñigo & López, Rafael, 2018. "Drivers and barriers to cross-border e-commerce: Evidence from Spanish individual behavior," Telecommunications Policy, Elsevier, vol. 42(6), pages 464-473.
    29. Bradford F. Mills & Brian E. Whitacre, 2003. "Understanding the Non‐Metropolitan—Metropolitan Digital Divide," Growth and Change, Wiley Blackwell, vol. 34(2), pages 219-243, June.
    30. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    31. Pezderka, Noemi & Sinkovics, Rudolf R., 2011. "A conceptualization of e-risk perceptions and implications for small firm active online internationalization," International Business Review, Elsevier, vol. 20(4), pages 409-422, August.
    32. Seema Sangita, 2013. "The Effect of Diasporic Business Networks on International Trade Flows," Review of International Economics, Wiley Blackwell, vol. 21(2), pages 266-280, May.
    33. Frank Verboven, 1996. "International Price Discrimination in the European Car Market," RAND Journal of Economics, The RAND Corporation, vol. 27(2), pages 240-268, Summer.
    34. Dan Ke & Anran Chen & Chenting Su, 2016. "Online trust-building mechanisms for existing brands: the moderating role of the e-business platform certification system," Electronic Commerce Research, Springer, vol. 16(2), pages 189-216, June.
    35. Pookulangara, Sanjukta & Koesler, Kristian, 2011. "Cultural influence on consumers' usage of social networks and its' impact on online purchase intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 18(4), pages 348-354.
    36. Guido De Blasio, 2008. "Urban–Rural Differences in Internet Usage, e‐Commerce, and e‐Banking: Evidence from Italy," Growth and Change, Wiley Blackwell, vol. 39(2), pages 341-367, June.
    37. Butler, Patrick & Peppard, Joe, 1998. "Consumer purchasing on the Internet:: Processes and prospects," European Management Journal, Elsevier, vol. 16(5), pages 600-610, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Luis Filipe Lages & Nuno Catarino & Emanuel Gomes & Peter Toh & Carlos Reis-Marques & Mario Mohr & Sebastian Max Borde & Omid Asgari & Ronnie Figueiredo & Nuno Grosso & David Perez & Ana Ponte & Sílvi, 2023. "Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability actions," Electronic Commerce Research, Springer, vol. 23(3), pages 1621-1663, September.
    2. Iwona M. Batyk & Jan Žukovskis & Lina Pilelienė, 2023. "Determinants of Cross-Border Food Purchases on the European Union Market: Research Results from the Lithuanian–Polish Border," Sustainability, MDPI, vol. 15(13), pages 1-21, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chris Forman, 2013. "How has information technology use shaped the geography of economic activity?," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 10, pages 253-270, Edward Elgar Publishing.
    2. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2019. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," Management Science, INFORMS, vol. 65(12), pages 5449-5460, December.
    3. Dawei Liu & Xiaohong Guo, 2017. "Exploring gender differences in acceptance of mobile computing devices among college students," Information Systems and e-Business Management, Springer, vol. 15(1), pages 197-223, February.
    4. Zi Hui Yin & Chang Hwan Choi, 2023. "The effects of China’s cross-border e-commerce on its exports: a comparative analysis of goods and services trade," Electronic Commerce Research, Springer, vol. 23(1), pages 443-474, March.
    5. Massoud Moslehpour & Ka Yin Chau & Alaleh Dadvari & Ben-Roy Do & Victoria Seitz, 2019. "What Killed HTC and Kept Apple Alive? Brand Sustainability Comparison of Two Asian Countries," Sustainability, MDPI, vol. 11(24), pages 1-22, December.
    6. Gerring, John & Thacker, Strom C. & Lu, Yuan & Huang, Wei, 2015. "Does Diversity Impair Human Development? A Multi-Level Test of the Diversity Debit Hypothesis," World Development, Elsevier, vol. 66(C), pages 166-188.
    7. Naixin Zhu, 2023. "Dissertation on Applied Microeconomics of Freemium Pricing Strategies in Mobile App Market," Papers 2305.09479, arXiv.org.
    8. Javier Gardeazabal, 2011. "Linguistic polarization and conflict in the Basque Country," Public Choice, Springer, vol. 149(3), pages 405-425, December.
    9. Kekezi, Orsa & Mellander, Charlotta, 2017. "Geography and Media – Does a Local Editorial Office Increase the Consumption of Local News?," Working Paper Series in Economics and Institutions of Innovation 447, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    10. Jeonghye Choi & David R. Bell & Leonard M. Lodish, 2012. "Traditional and IS-Enabled Customer Acquisition on the Internet," Management Science, INFORMS, vol. 58(4), pages 754-769, April.
    11. Sindy Liu & Patsy Perry & Gregory Gadzinski, 2019. "The implications of digital marketing on WeChat for luxury fashion brands in China," Journal of Brand Management, Palgrave Macmillan, vol. 26(4), pages 395-409, July.
    12. Lam, Chungsang Tom & Liu, Meng & Hui, Xiang, 2021. "The geography of ridesharing: A case study on New York City," Information Economics and Policy, Elsevier, vol. 57(C).
    13. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 169-196, National Bureau of Economic Research, Inc.
    14. Brian E. Whitacre & Bradford F. Mills, 2007. "Infrastructure and the Rural—urban Divide in High-speed Residential Internet Access," International Regional Science Review, , vol. 30(3), pages 249-273, July.
    15. Rahman Ummeh Habiba Faria Benteh & Zafar Muhammad Khubaib, 2020. "Factors Influencing Uber Adoption In Bangladesh And Pakistan," Open Economics, De Gruyter, vol. 3(1), pages 86-97, January.
    16. Aisha Ismail & Kashif Rashid, 2014. "Time series analysis of the nexus among corruption, political instability and judicial inefficiency in Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(5), pages 2757-2771, September.
    17. Jiao Xu & Chris Forman & Yu Jeffrey Hu, 2019. "Battle of the Internet Channels: How Do Mobile and Fixed-Line Quality Drive Internet Use?," Service Science, INFORMS, vol. 30(1), pages 65-80, March.
    18. Mª Ángeles Caraballo & Eva Mª Buitrago, 2019. "Ethnolinguistic Diversity and Education. A Successful Pairing," Sustainability, MDPI, vol. 11(23), pages 1-18, November.
    19. Ager, Philipp & Brückner, Markus, 2013. "Cultural diversity and economic growth: Evidence from the US during the age of mass migration," European Economic Review, Elsevier, vol. 64(C), pages 76-97.
    20. Emenalo, Chukwunonye O. & Gagliardi, Francesca, 2020. "Is current institutional quality linked to legal origins and disease endowments? Evidence from Africa," Research in International Business and Finance, Elsevier, vol. 52(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:elcore:v:22:y:2022:i:3:d:10.1007_s10660-020-09440-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.