1. bookVolume 12 (2021): Issue 1 (May 2021)
Journal Details
License
Format
Journal
First Published
19 Sep 2012
Publication timeframe
2 times per year
Languages
English
access type Open Access

Enterprise Digital Divide: Website e-Commerce Functionalities among European Union Enterprises

Published Online: 04 Jun 2021
Page range: 197 - 215
Received: 27 Jan 2021
Accepted: 17 Mar 2021
Journal Details
License
Format
Journal
First Published
19 Sep 2012
Publication timeframe
2 times per year
Languages
English
Abstract

Background: Information and communication technologies (ICTs) gained prevalent organizational and structural value in the modern economy. E-commerce is one of the sectors directly influenced by technological change. However, not all countries have the same opportunities to develop e-commerce growth; there are significant discrepancies in ICT utilization worldwide, known as the digital divide.

Objectives: The purpose of this paper is to explore the level of difference among European countries regarding the e-commerce functionalities in their enterprises using a cluster analysis.

Methods/Approach: To accomplish the paper goal, the k-means cluster analysis was conducted on the Eurostat data from 2019. Enterprises from 28 European countries were taken into consideration. The Kruskal-Wallis test is used to explore if the differences among clusters regarding the digital development, measured by the Digital Economy and Society Index are significant.

Results: The investigation confirmed that there are significant differences among European countries regarding the development of e-commerce. However, a similar level of e-commerce is not related to economic and digital development.

Conclusions: Since the relationship between economic development and e-commerce development in European countries is not linear, country-level policies are likely to be significant factors driving e-commerce development, which leads to the need for further investigation of this issue.

Keywords

JEL Classification

1. Agnihotri, R. (2021), “From sales force automation to digital transformation: how social media, social CRM, and artificial intelligence technologies are influencing the sales process”, In Jaramillo, F., Mulki, J.P. (Ed.), A Research Agenda for Sales, Cheltenham, Edward Elgar Publishing, pp. 21-47. Search in Google Scholar

2. Ahmad, N. A., Ayub, A. F. M., Khambari, M. N. (2019), “Gender digital divide: digital skills among Malaysian secondary school“, International Journal of Academic Research in Progressive Education and Development, Vol. 8 No. 4, pp. 668-687. Search in Google Scholar

3. Akhter, F., Buzzi, M. C., Buzzi, M., Leporini, B. (2009, September), „Conceptual framework: How to engineer online trust for disabled users“, In 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, Vol. 3, pp. 614-617 Search in Google Scholar

4. Al-Qaisi, L., Mesleh, A., Al-Qaisi, A., Sharadqh, A., Zahran, B., Alkasassbeh, J., Olaimat, M. (2015), „Evaluation of e-commerce website functionality using a Mamdani fuzzy system“, Engineering, Technology & Applied Science Research, Vol. 5 No. 5, pp. 860-863. Search in Google Scholar

5. Albuquerque, A. B., Belchior, A. D. (2002), „E-commerce websites: a qualitative evaluation“, WWW 2002 Poster Session. Search in Google Scholar

6. Alnemr, R., König, S., Eymann, T., Meinel, C. (2010, „Enabling usage control through reputation objects: A discussion on e-commerce and the internet of services environments“, Journal of theoretical and applied electronic commerce research, Vol. 5 No. 2, pp.59-76. Search in Google Scholar

7. Amaro, S., Duarte, P., Henriques, C. (2016), “Travelers’ use of social media: A clustering approach”, Annals of Tourism Research, Vol. 59 No. C, pp. 1-15. Search in Google Scholar

8. Blank, G., Lutz, C. (2018), „Benefits and harms from Internet use: A differentiated analysis of Great Britain“, New media & society, Vol. 20 No. 2, pp. 618-640. Search in Google Scholar

9. Bongomin, O., Gilibrays Ocen, G., Oyondi Nganyi, E., Musinguzi, A., Omara, T. (2020), „Exponential disruptive technologies and the required skills of industry 4.0.“, Journal of Engineering, 2020. Search in Google Scholar

10. Brynjolfsson, E., Collis, A. (2019), „How should we measure the digital economy“, Harvard Business Review, Vol. 97 No.6, pp. 140-148. Search in Google Scholar

11. Bukht, R., Heeks, R. (2017), „Defining, conceptualising and measuring the digital economy“, Development Informatics working paper, Vol. 68., Available at SSRN: https://ssrn.com/abstract=3431732 / (20 December 2020) Search in Google Scholar

12. Cebi, S. (2013), „Determining importance degrees of website design parameters based on interactions and types of websites“, Decision Support Systems, Vol. 54 No. 2, pp. 1030-1043. Search in Google Scholar

13. Chen, I. J., Popovich, K. (2003), „Understanding customer relationship management (CRM)“, Business process management journal Vol. 9 No. 5, pp. 672-688. Search in Google Scholar

14. Chen, W., Wellman, B. (2004), „The global digital divide–within and between countries“, IT & Society, Vol.1 No. 7, pp. 39-45. Search in Google Scholar

15. Chen, Z., Li, Y., Wu, Y., Luo, J. (2017), „The transition from traditional banking to mobile internet finance: an organizational innovation perspective-a comparative study of Citibank and ICBC“, Financial Innovation, Vol. 3 No.1, pp. 1-16. Search in Google Scholar

16. Cui, M., Pan, S. L., Newell, S., Cui, L. (2017), „Strategy, resource orchestration and e-commerce enabled social innovation in Rural China“, The Journal of Strategic Information Systems, Vol. 26 No. 1, pp. 3-21. Search in Google Scholar

17. Di Fatta, D., Patton, D., Viglia, G. (2018), „The determinants of conversion rates in SME e-commerce websites“, Journal of Retailing and Consumer Services, Vol. 41, pp. 161-168. Search in Google Scholar

18. E-commerce (2020), „The e-commerce guide“, available at: https://ecommerceguide.com/ecommerce-statistics/ (20 December 2020) Search in Google Scholar

19. Giua, C., Materia, V. C., Camanzi, L. (2020), “Management information system adoption at the farm level: evidence from the literature”, British Food Journal Search in Google Scholar

20. Govender, P., & Sivakumar, V. (2020), “Application of k-means and hierarchical clustering techniques for analysis of air pollution: a review (1980–2019)”, Atmospheric Pollution Research, Vol. 11 No. 1, pp. 40-56. Search in Google Scholar

21. Grover, P., Kar, A. K., Dwivedi, Y. K. (2020), „Understanding artificial intelligence adoption in operations management: insights from the review of academic literature and social media discussions“ Annals of Operations Research, pp.1-37. Search in Google Scholar

22. Grover, V., Chiang, R. H., Liang, T. P., Zhang, D. (2018), „Creating strategic business value from big data analytics: A research framework“, Journal of Management Information Systems, Vol. 2 No. 35, pp. 388-423. Search in Google Scholar

23. Gunn, V., Muntaner, C., Ng, E., Villeneuve, M., Gea-Sanchez, M., Chung, H. (2019), „Gender equality policies, nursing professionalization, and the nursing workforce: a cross-sectional, time-series analysis of 22 countries, 2000–2015“, International journal of nursing studies, pp. 99, 103388. Search in Google Scholar

24. Harrison, D. E., Ajjan, H. (2019), „Customer relationship management technology: bridging the gap between marketing education and practice“, Journal of Marketing Analytics, 7(4), pp. 205-219. Search in Google Scholar

25. Kim, N., Kim, W. (2018), “Do your social media lead you to make social deal purchases? Consumer-generated social referrals for sales via social commerce”, International Journal of Information Management, Vol. 39 pp. 38-48. Search in Google Scholar

26. Kremez, Z., Frazer, L., Thaichon, P. (2019), „The effects of e-commerce on franchising: Practical implications and models“, Australasian Marketing Journal (AMJ), Vol. 27 No. 3, pp.158-168. Search in Google Scholar

27. Kwak, D. H., Ramamurthy, K. R., & Nazareth, D. L. (2019), “Beautiful is Good and Good is Reputable: Multiple-Attribute Charity Website Evaluation and Initial Perceptions of Reputation Under the Halo Effect”, Journal of the Association for Information Systems, Vol. 20 No.11, pp.3. Search in Google Scholar

28. Latif, Z., Latif, S., Ximei, L., Pathan, Z. H., Salam, S., Jianqiu, Z. (2018), „The dynamics of ICT, foreign direct investment, globalization and economic growth: Panel estimation robust to heterogeneity and cross-sectional dependence“, Telematics and Informatics, Vol. 35 No. 2, pp. 318-328. Search in Google Scholar

29. Li, F., Larimo, J., Leonidou, L. C. (2020), „Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda“, Journal of the Academy of Marketing Science, Vol. 49, pp. 1-20. Search in Google Scholar

30. Lin, R. J., Chen, R. H., Chiu, K. K. S. (2010), „Customer relationship management and innovation capability: an empirical study“, Industrial Management & Data Systems. Vol. 110 No. 1, pp. 111-133. Search in Google Scholar

31. Neirotti, P., Raguseo, E., Paolucci, E. (2018), „How SMEs develop ICT-based capabilities in response to their environment“, Journal of Enterprise Information Management, 31(2) Search in Google Scholar

32. Nica, E. (2015), „Positive drivers of consumer trust in e-commerce.“, Journal of Self-Governance and Management Economics, Vol. 3 No. 1, pp. 60-65. Search in Google Scholar

33. Norris, P. (2001), „Digital divide: Civic engagement, information poverty, and the Internet worldwide“, Cambridge, Cambridge University Press. Search in Google Scholar

34. Ojo, A., Adebayo, S. (2017), „Blockchain as a next generation government information infrastructure: A review of initiatives in D5 countries“, Government 3.0–Next Generation Government Technology Infrastructure and Services, pp. 283-298. Search in Google Scholar

35. Oumar, T. K., Mang’Unyi, E. E., Govender, K. K., Rajkaran, S. (2017), „Exploring the e-CRM–e-customer-e-loyalty nexus: a Kenyan commercial bank case study“, Management & Marketing. Challenges for the Knowledge Society, Vol. 12 No. 4, pp. 674-696. Search in Google Scholar

36. Pazaitis, A., De Filippi, P., Kostakis, V. (2017), „Blockchain and value systems in the sharing economy: The illustrative case of Backfeed“, Technological Forecasting and Social Change, Vol. 125, pp. 105-115. Search in Google Scholar

37. Pénard, T., Perrigot, R. (2017) „Online search–Online purchase in franchising: An empirical analysis of franchisor website functionality“, Journal of Retailing and Consumer Services, Vol. 39, pp. 164-172. Search in Google Scholar

38. Richardson, L. (2020), „Coordinating office space: Digital technologies and the platformization of work“, Environment and Planning D: Society and Space. doi:10.1177/0263775820959677 Search in Google Scholar

39. Rodríguez-Ardura, I., Meseguer-Artola, A., Vilaseca-Requena, J. (2008), „Factors influencing the evolution of electronic commerce: an empirical analysis in a developed market economy“, Journal of theoretical and applied electronic commerce research, Vol. 3 No. 2, pp.18-29. Search in Google Scholar

40. San, O. M., Huynh, V. N., Nakamori, Y. (2004), “An alternative extension of the k-means algorithm for clustering categorical data”, International Journal of applied mathematics and computer science, Vol. 14 No. 2, pp. 241-247. Search in Google Scholar

41. Shen, C. W., Ho, J. T. (2020), “Technology-enhanced learning in higher education: A bibliometric analysis with latent semantic approach”, Computers in Human Behavior, Vol. 104, pp. 106-177. Search in Google Scholar

42. Statista, (2021), „E-commerce worldwide - statistics & facts“, available at: https://www.statista.com/topics/871/online-shopping/ (08 January 2021) Search in Google Scholar

43. Sugar, C. A., James, G. M. (2003), “Finding the number of clusters in a dataset: An information-theoretic approach”, Journal of the American Statistical Association, Vol. 98 No. 463, pp. 750-763. Search in Google Scholar

44. Szeles, M. R. (2018), „New insights from a multilevel approach to the regional digital divide in the European Union“, Telecommunications Policy, Vol. 42 No. 6, pp.452-463. Search in Google Scholar

45. Thaichon, P., Surachartkumtonkun, J., Quach, S., Weaven, S., Palmatier, R. W. (2018), “Hybrid sales structures in the age of e-commerce”, Journal of Personal Selling & Sales Management, Vol. 38 No. 3, pp. 277-302. Search in Google Scholar

46. The Digital Economy and Society Index (2020), “DESI index 2020”, available at: https://ec.europa.eu/digital-single-market/en/digital-economy-and-society-index-desi (08 January 2021) Search in Google Scholar

47. Tsimonis, G., Dimitriadis, S. (2014), „Brand strategies in social media“, Marketing Intelligence & Planning. Vol. 32 No. 3, pp. 328-344. Search in Google Scholar

48. Yue, T. (2020), „The Strategic Management of Travel E-Commerce Platform (OTA) in the “Post-Epidemic” Period.“ In 2020 4th International Seminar on Education, Management and Social Sciences (ISEMSS 2020), pp. 1018-1020. Search in Google Scholar

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