IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v210y2025ics0040162524007121.html
   My bibliography  Save this article

Entrepreneurial activity in the international trade in cultural goods: A fuzzy clustering analysis

Author

Listed:
  • Beynon, Malcolm
  • Pickernell, David
  • Jones, Paul

Abstract

This study offers a novel country-level longitudinal investigation of conditions, including, income, urbanity, education, R&D, and entrepreneurial activity, driving international trade, for imports and exports. The configurational (clustering) approach places emphasis on country and year groupings, offering ‘targeted’ understanding on country level variations of international trade in cultural goods. The study explores context sensitive conditions affecting international trade in cultural goods, including environment for entrepreneurship, and entrepreneurial processes. Emphasis is given to configurational considerations of clusters of country-year observations based on conditions. Inferences inferred will be country groups-based perspectives. Using UIS and GEM datasets, fuzzy c-means clustering is employed for economic development-related conditions measuring, income, urbanity, education, R&D, and entrepreneurial activity, to establish clusters of country-year observations, based on differences in the condition values describing them. These clusters are defined to give qualitative understanding of their individuality. Validation of clusters is undertaken with consideration of differences on levels of international trade of cultural goods, in terms of forms of imports and exports. To complement the validation, cluster profiling is undertaken, with consideration of population age and poverty levels. The study contributes increased understanding concerning drivers (conditions) of trade in cultural goods, and impact of entrepreneurship in both imports and exports.

Suggested Citation

  • Beynon, Malcolm & Pickernell, David & Jones, Paul, 2025. "Entrepreneurial activity in the international trade in cultural goods: A fuzzy clustering analysis," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
  • Handle: RePEc:eee:tefoso:v:210:y:2025:i:c:s0040162524007121
    DOI: 10.1016/j.techfore.2024.123914
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162524007121
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2024.123914?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. Porfírio, José António & Carrilho, Tiago & Mónico, Lisete S., 2016. "Entrepreneurship in different contexts in cultural and creative industries," Journal of Business Research, Elsevier, vol. 69(11), pages 5117-5123.
    2. Anne-Célia Disdier & Silvio Tai & Lionel Fontagné & Thierry Mayer, 2010. "Bilateral trade of cultural goods," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 575-595, January.
    3. Javier Scavia & Pedro Fernández De La Reguera & Josephine E. Olson & Nahuel Pezoa & Werner Kristjanpoller, 2021. "The impact of cultural trade on economic growth," Applied Economics, Taylor & Francis Journals, vol. 53(38), pages 4436-4447, August.
    4. Rhys Andrews & Malcolm J. Beynon, 2017. "Managerial Networking and Stakeholder Support in Public Service Organizations," Public Organization Review, Springer, vol. 17(2), pages 237-254, June.
    5. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8o0n71o2 is not listed on IDEAS
    6. Rhys Andrews & Malcolm J. Beynon & Elif Genc, 2017. "Strategy Implementation Style and Public Service Effectiveness, Efficiency, and Equity," Administrative Sciences, MDPI, vol. 7(1), pages 1-19, February.
    7. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8o0n71o2 is not listed on IDEAS
    8. Park , Young Seaon, 2014. "Trade in Cultural Goods: A Case of the Korean Wave in Asia," East Asian Economic Review, Korea Institute for International Economic Policy, vol. 18(1), pages 83-107, March.
    9. Michael Crum & Thomas Nelson & Johan de Borst & Paul Byrnes, 2022. "The use of cluster analysis in entrepreneurship research: Review of past research and future directions," Journal of Small Business Management, Taylor & Francis Journals, vol. 60(4), pages 961-1000, July.
    10. Anne-Célia Disdier & Silvio Tai & Lionel Fontagné & Thierry Mayer, 2010. "Bilateral trade of cultural goods," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 575-595, January.
    11. Brahim Herbane, 2019. "Rethinking organizational resilience and strategic renewal in SMEs," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 31(5-6), pages 476-495, May.
    12. Amir Maghssudipour & Marco Bellandi & Annalisa Caloffi, 2023. "The role of language in international trade and the “made in Italy”," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(3), pages 677-702, September.
    13. McMullen, Jeffery S. & Ding, Amy Wenxuan & Li, Shibo, 2021. "From cultural entrepreneurship to economic entrepreneurship in cultural industries: The role of digital serialization," Journal of Business Venturing, Elsevier, vol. 36(6).
    14. repec:spo:wpecon:info:hdl:2441/c8dmi8nm4pdjkuc9g8o0n71o2 is not listed on IDEAS
    15. Eric Vaz & Teresa de Noronha Vaz & Purificacion Vicente Galindo & Peter Nijkamp, 2014. "Modelling innovation support systems for regional development -- analysis of cluster structures in innovation in Portugal," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 26(1-2), pages 23-46, April.
    Full references (including those not matched with items on IDEAS)

    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. Jacob Wood & Jie Wu & Yilin Li & Jungsuk Kim, 2017. "TBT and SPS impacts on Korean exports to China: empirical analysis using the PPML method," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 31(2), pages 96-114, November.
    2. Jacob Wood & Jie Wu & Yilin Li & Haejin Jang, 2017. "The Economic Impact of SPS Measures on Agricultural Exports to China: An Empirical Analysis Using the PPML Method," Social Sciences, MDPI, vol. 6(2), pages 1-18, May.
    3. Maystre, Nicolas & Olivier, Jacques & Thoenig, Mathias & Verdier, Thierry, 2014. "Product-based cultural change: Is the village global?," Journal of International Economics, Elsevier, vol. 92(2), pages 212-230.
    4. J. Hanna & L. L鶩 & S. Petit, 2015. "Intra-tourism trade, income distribution and tourism endowment: an econometric investigation," Applied Economics, Taylor & Francis Journals, vol. 47(21), pages 2184-2200, May.
    5. Christian Elleby & Wusheng Yu & Qian Yu, 2018. "The Chinese Export Displacement Effect Revisited," IFRO Working Paper 2018/02, University of Copenhagen, Department of Food and Resource Economics.
    6. Harms, Philipp & Shuvalova, Daria, 2020. "Cultural distance and international trade in services: A disaggregate view," Economic Systems, Elsevier, vol. 44(2).
    7. Isaac Holloway, 2014. "Foreign entry, quality, and cultural distance: product-level evidence from US movie exports," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(2), pages 371-392, May.
    8. Eiji Yamamura & Inyong Shin, 2016. "Effect of consuming imported cultural goods on trading partners’ tolerance toward immigrants: the case of Japanese anime in Korea," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 681-703, November.
    9. Hao Wei & Ran Yuan & Laixun Zhao, 2019. "Cultural Factors and Study Destinations of International Students," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 27(6), pages 26-49, November.
    10. Sylvain Petit & Neelu Seetaram, 2019. "Measuring The Effect Of Revealed Cultural Preferences On Measuring The Effect Of Revealed Cultural Preferences On Tourism Exports," Post-Print hal-01924443, HAL.
    11. Joel Waldfogel, 2020. "Dining out as cultural trade," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(2), pages 309-338, June.
    12. Yuki Takara, 2018. "Do cultural differences affect the trade of cultural goods? A study in trade of music," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 42(3), pages 393-417, August.
    13. Naoto Jinji & Ayumu Tanaka, 2020. "How does UNESCO’s Convention on Cultural Diversity affect trade in cultural goods?," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(4), pages 625-660, December.
    14. Annette Broocks & Zuzanna Studnicka, 2021. "Gravity and trade in video on demand services," JRC Working Papers on Digital Economy 2021-12, Joint Research Centre.
    15. Jäkel, Ina C., 2019. "Product appeal, differences in tastes, and export performance: Evidence for Danish chocolate and confectionery," International Journal of Industrial Organization, Elsevier, vol. 63(C), pages 417-459.
    16. Omar Martin Fieles‐Ahmad & Matthias Huber, 2022. "Learn German, Buy German? Language‐learning opportunities abroad and exports," The World Economy, Wiley Blackwell, vol. 45(10), pages 3031-3058, October.
    17. Roberto Ezcurra & Beatriz Manotas, 2017. "Is there a link between globalisation and civil conflict?," The World Economy, Wiley Blackwell, vol. 40(12), pages 2592-2610, December.
    18. Beguin, Malo, 2021. "Harmonization, Mutual Recognition or National Treatment: a Melitz approach," LIDAM Discussion Papers LFIN 2021010, Université catholique de Louvain, Louvain Finance (LFIN).
    19. Lorde, Troy & Alleyne, Antonio & Trotman, Cherise, 2017. "International Trade in Cultural Goods: An Assessment of Caribbean Exports," MPRA Paper 114706, University Library of Munich, Germany.
    20. Dylan Bourny & Daniel Mirza & Camelia Turcu, 2023. "The culture-promotion effect of multinationals on trade: the IKEA case," Journal of Economic Geography, Oxford University Press, vol. 23(4), pages 771-800.

    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:eee:tefoso:v:210:y:2025:i:c:s0040162524007121. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.