IDEAS home Printed from https://ideas.repec.org/a/gam/jdataj/v5y2020i1p25-d331445.html
   My bibliography  Save this article

Big Data Usage in European Countries: Cluster Analysis Approach

Author

Listed:
  • Mirjana Pejić Bach

    (Faculty of Economics and Business, University of Zagreb, 10000 Zagreb, Croatia)

  • Tine Bertoncel

    (Faculty of Organisation Studies, 8000 Novo Mesto, Slovenia)

  • Maja Meško

    (Faculty of Management, University of Primorska, 6000 Koper, Slovenia
    Faculty of Organizational Sciences, University of Maribor, 4000 Kranj, Slovenia)

  • Dalia Suša Vugec

    (Faculty of Economics and Business, University of Zagreb, 10000 Zagreb, Croatia)

  • Lucija Ivančić

    (Faculty of Economics and Business, University of Zagreb, 10000 Zagreb, Croatia)

Abstract

The goal of this research was to investigate the level of digital divide among selected European countries according to the big data usage among their enterprises. For that purpose, we apply the K-means clustering methodology on the Eurostat data about the big data usage in European enterprises. The results indicate that there is a significant difference between selected European countries according to the overall usage of big data in their enterprises. Moreover, the enterprises that use internal experts also used diverse big data sources. Since the usage of diverse big data sources allows enterprises to gather more relevant information about their customers and competitors, this indicates that enterprises with stronger internal big data expertise also have a better chance of building strong competitiveness based on big data utilization. Finally, the substantial differences among the industries were found according to the level of big data usage.

Suggested Citation

  • Mirjana Pejić Bach & Tine Bertoncel & Maja Meško & Dalia Suša Vugec & Lucija Ivančić, 2020. "Big Data Usage in European Countries: Cluster Analysis Approach," Data, MDPI, vol. 5(1), pages 1-16, March.
    • Handle: RePEc:gam:jdataj:v:5:y:2020:i:1:p:25-:d:331445
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2306-5729/5/1/25/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2306-5729/5/1/25/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Marko Sarstedt & Erik Mooi, 2014. "The Market Research Process," Springer Texts in Business and Economics, in: A Concise Guide to Market Research, edition 2, chapter 2, pages 11-23, Springer.
    2. Sheng, Jie & Amankwah-Amoah, Joseph & Wang, Xiaojun, 2017. "A multidisciplinary perspective of big data in management research," International Journal of Production Economics, Elsevier, vol. 191(C), pages 97-112.
    3. Gandomi, Amir & Haider, Murtaza, 2015. "Beyond the hype: Big data concepts, methods, and analytics," International Journal of Information Management, Elsevier, vol. 35(2), pages 137-144.
    4. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 2017. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 19(4), pages 835-854, August.
    5. Marko Sarstedt & Erik Mooi, 2014. "A Concise Guide to Market Research," Springer Texts in Business and Economics, Springer, edition 2, number 978-3-642-53965-7, June.
    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. Mydyti Hyrmet & Kadriu Arbana & Pejic Bach Mirjana, 2023. "Using Data Mining to Improve Decision-Making: Case Study of A Recommendation System Development," Organizacija, Sciendo, vol. 56(2), pages 138-154, May.
    2. Mirjana Pejić Bach & Božidar Jaković & Ivan Jajić & Maja Meško, 2023. "Investigating the Impact of COVID-19 on E-Learning: Country Development and COVID-19 Response," Mathematics, MDPI, vol. 11(6), pages 1-21, March.

    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. Adam Malešević & Dušan Barać & Dragan Soleša & Ema Aleksić & Marijana Despotović-Zrakić, 2021. "Adopting xRM in Higher Education: E-Services Outside the Classroom," Sustainability, MDPI, vol. 13(14), pages 1-20, July.
    2. Costa Synodinos, 2019. "Environmental purchase behaviour concerns of African Generation Y students in South Africa," Proceedings of International Academic Conferences 9912363, International Institute of Social and Economic Sciences.
    3. Marzanna Witek-Hajduk & Tomasz Marcin Napiórkowski, 2017. "Manufacturers’ Benefits from Their Cooperation with Key Retailers in the Context of Business Models: A Cluster Analysis," International Journal of Management, Knowledge and Learning, International School for Social and Business Studies, Celje, Slovenia, vol. 6(1), pages 97-114.
    4. Riffat Ara Zannat Tama & Md Mahmudul Hoque & Ying Liu & Mohammad Jahangir Alam & Mark Yu, 2023. "An Application of Partial Least Squares Structural Equation Modeling (PLS-SEM) to Examining Farmers’ Behavioral Attitude and Intention towards Conservation Agriculture in Bangladesh," Agriculture, MDPI, vol. 13(2), pages 1-22, February.
    5. Ng, Wei Keat Benny & Appel-Meulenbroek, Rianne & Cloodt, Myriam & Arentze, Theo, 2019. "Towards a segmentation of science parks: A typology study on science parks in Europe," Research Policy, Elsevier, vol. 48(3), pages 719-732.
    6. Arno de Caigny & Kristof Coussement & Koen W. de Bock & Stefan Lessmann, 2019. "Incorporating textual information in customer churn prediction models based on a convolutional neural network," Post-Print hal-02275958, HAL.
    7. Xieyang Chen & Xingmin Shi, 2021. "Support or against coal mining? Host community perceptions of coal mining: a cluster analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6819-6837, May.
    8. Elena Mieszajkina, 2021. "The Impact of Managers' Competences upon the Performance of Small Enterprises," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 730-740.
    9. Ming Yang & Jinglu Jiang & Melody Kiang & Fangyun Yuan, 2022. "Re-Examining the Impact of Multidimensional Trust on Patients’ Online Medical Consultation Service Continuance Decision," Information Systems Frontiers, Springer, vol. 24(3), pages 983-1007, June.
    10. Meldrick Arjay A. Magsino & Reynold S. Beredo & Arex A. Anza, 2014. "The Motivational Effects of LPU Awards of Excellence: Basis for Improvement," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 4(12), pages 371-397, December.
    11. Joyce Wanjiku Nderitu & Esther Waiganjo & George O. Orwa, 2021. "Evaluating effect of organizational culture on strategy implementation in private chartered universities in Kenya," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(2), pages 123-133, March.
    12. Kuppelwieser, Volker G. & Sarstedt, Marko & Tuzovic, Sven, 2014. "The role of context and motivation variables in mobile commerce usage — A further perspective on Chong (2013)," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 156-161.
    13. Supanutt Sasiwuttiwat & Somkiat Tangkitvanich, 2019. "Is There an “East Asian Education Model†? A Study on Varieties of Education Regimes," Asian Economic Papers, MIT Press, vol. 18(1), pages 123-146, Winter/Sp.
    14. Marc Dressler & Ivan Paunovic, 2021. "Not All Wine Businesses Are the Same: Examining the Impact of Winery Business Model Extensions on the Size of Its Core Business," Sustainability, MDPI, vol. 13(18), pages 1-16, September.
    15. Laura-Gabriela CONSTANTIN, 2014. "Catastrophe Bonds. From Structure to Strategy – A Cluster Analysis at European Level," Economia. Seria Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 17(2), pages 304-317, December.
    16. Schlägel, Christopher & Sarstedt, Marko, 2016. "Assessing the measurement invariance of the four-dimensional cultural intelligence scale across countries: A composite model approach," European Management Journal, Elsevier, vol. 34(6), pages 633-649.
    17. Gwen Weeldenburg & Lars B Borghouts & Menno Slingerland & Steven Vos, 2020. "Similar but different: Profiling secondary school students based on their perceived motivational climate and psychological need-based experiences in physical education," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-17, February.
    18. Tae Kyung Yoon & SoEun Ahn, 2020. "Clustering Koreans’ Environmental Awareness and Attitudes into Seven Groups: Environmentalists, Dissatisfieds, Inactivators, Bystanders, Honeybees, Optimists, and Moderates," Sustainability, MDPI, vol. 12(20), pages 1-18, October.
    19. Cheng, John W. & Mitomo, Hitoshi, 2016. "Effects of ICT and media information on collective resilience after disasters – from a virtual crowd to a psychological crowd – Part 1 - ICT and media information and collective resilience in an emerg," 27th European Regional ITS Conference, Cambridge (UK) 2016 148663, International Telecommunications Society (ITS).
    20. Ivan Paunović & Marc Dressler & Tatjana Mamula Nikolić & Sanja Popović Pantić, 2020. "Developing a Competitive and Sustainable Destination of the Future: Clusters and Predictors of Successful National-Level Destination Governance across Destination Life-Cycle," Sustainability, MDPI, vol. 12(10), pages 1-15, May.

    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:gam:jdataj:v:5:y:2020:i:1:p:25-:d:331445. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.