Analysis of the Diffusion of E-services in Public Sector Using the Decision Tree Method

Authors

  • Ljiljana Kašćelan Faculty of Economics Podgorica, University of Montenegro
  • Vujica Lazović Faculty of Economics Podgorica, University of Montenegro
  • Tamara Đuričković Agency for Control and Quality Assurance of Higher Education, Montenegro
  • Biljana Rondović Faculty of Economics Podgorica, University of Montenegro

Keywords:

ICT diffusion, public e-services, decision tree, TOE framework

Abstract

The results of the this study showed that there is a difference in individual and interactive impact of technological, organizational and environmental factors on the diffusion of e-services in the public sector, as well as a difference regarding the factors that independently impact the diffusion of e-services oriented to citizens and those oriented to business. The results of the study also showed that external factors have a predominant impact on the diffusion of e-services oriented to citizens, while, in the case of e-services oriented to business, in addition to external factors, technical factors also have a high impact. For the purposes of this paper, based on the Technology-Organization-Environment framework (TOE), the conceptual model suitable for e-services in the public sector is developed, while the Decision Tree (DT) Method is used for testing the effects of the proposed variables. This study offers valuable inputs both for the government, for creators of national strategies oriented towards the promotion and support of the availability and usage of electronic services in the public sector, which is very important especially for developing countries.

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References

Aboelmaged, M. G. (2014), "Predicting e-readiness at firm-level: An analysis of technological, organizational and environmental (TOE) effects on e-maintenance readiness in manufacturing firms", International Journal of Information Management, Vol. 34, No. 5, pp. 639-651.

Azad, B., Faraj, S., Goh, J. M., Feghali, T. (2010), "What shapes Global Diffusion of e-Government: Comparing the Influence of National Governance institutions", Journal of Global Information Management, Vol. 18, No. 2, pp. 85–104.

Baker, J. (2012), "The technology–organization–environment framework", in Dwivedi, Y., Wade, M., Schneberger, S. (Eds.), Information systems theory, Springer, New York, NY, USA, pp. 231-245.

Cao, Q., Baker, J., Wetherbe, J. C., Gu, V. C. (2012), "Organizational Adoption of Innovation: Identifying Factors that Influence RFID Adoption in the Healthcare Industry", in proceedings of the European Conference on Information Systems (ECIS), Vol. 94, AIS Electronic Library (AISeL), Association for Information Systems.

Chan, F. T. S., Chong, A. Y. L. (2013), "Determinants of mobile supply chain management system diffusion: a structural equation analysis of manufacturing firms", International Journal of Production Research, Vol. 51, No. 4, pp. 1196-1213.

Chan, F. T., Chong, A. Y. L., Zhou, L. (2012), "An empirical investigation of factors affecting e-collaboration diffusion in SMEs", International Journal of Production Economics, Vol. 138, No. 2, pp. 329-344.

Choi, H., Park, M. J., Rho, J. J., Zo, H. (2016), "Rethinking the assessment of e-government implementation in developing countries from the perspective of the design–reality gap: Applications in the Indonesian e-procurement system", Telecommunications Policy, Vol. 40, No. 7, pp. 644-660.

Chourabi, H., Mellouli, S. (2011), "E-government: integrated services framework”, in proceedings of the 12th Annual International Digital Government Research Conference: Digital Government Innovation in Challenging Times, 12-15 June 2011, College Park, Maryland, USA, ACM, pp. 36-44.

Cordery, C. J., Fowler, C. J., Mustafa, K. (2011), "A solution looking for a problem: factors associated with the non-adoption of XBRL", Pacific Accounting Review, Vol. 23, No. 1, pp. 69-88.

Depietro, R., Wiarda, E., Fleischer, M. (1990), "The context for change: Organization, technology and environment", The processes of technological innovation, Vol. 199, No. 0, pp. 151-175.

Gangwar, H., Date, H., Ramaswamy, R. (2015), "Understanding determinants of cloud computing adoption using an integrated TAM-TOE model", Journal of Enterprise Information Management, Vol. 28, No. 1, pp. 107-130.

Gant, J. P. (2008), "Electronic government for developing countries", International Telecommunication Union (ITU), Geneva.

Ghobakhloo, M., Arias-Aranda, D., Benitez-Amado, J. (2011), "Adoption of e-commerce applications in SMEs", Industrial Management & Data Systems, Vol. 111, No. 8, pp. 1238-1269.

Henderson, D., Sheetz, S. D., Trinkle, B. S. (2012), "The determinants of inter-organizational and internal in-house adoption of XBRL: A structural equation model", International Journal of Accounting Information Systems, Vol. 13, No. 2, pp. 109-140.

Hunnius, S., Paulowitsch, B., Schuppan, T. (2015), "Does E-Government education meet competency requirements? An analysis of the German university system from international perspective", in proceedings of the 48th Hawaii International Conference on System Sciences (HICSS), Kauai, HI, USA, IEEE, pp. 2116-2123

Ifinedo, P. (2011), "Internet/e-business technologies acceptance in Canada's SMEs: an exploratory investigation", Internet Research, Vol. 21, No. 3, pp. 255-281.

Krishnan, S., Teo, T. S. (2012), "Moderating effects of governance on information infrastructure and e‐government development", Journal of the Association for Information Science and Technology, Vol. 63, No. 10, pp. 1929-1946.

Lin, H. F., Lin, S. M. (2008), "Determinants of e-business diffusion: A test of the technology diffusion perspective", Technovation, Vol. 28, No. 3, pp. 135-145.

Lucia-Palacios, L., Bordonaba-Juste, V., Polo-Redondo, Y., Grünhagen, M. (2014), "E-business implementation and performance: analysis of mediating factors", Internet Research, Vol. 24, No. 2, pp. 223-245.

Martins, R., Oliveira, T., Thomas, M. A. (2016), "An empirical analysis to assess the determinants of SaaS diffusion in firms", Computers in Human Behavior, Vol. 62, pp. 19-33.

Ngafeeson, M. N., Merhi, M. I. (2015), "E-government diffusion: evidence from the last decade”, in I. Management Association (Ed.), Public Affairs and Administration: Concepts, Methodologies, Tools, and Applications, IGI Global, Hershey, PA pp. 1274-1291.

Niehaves, B. (2007), "Innovation Processes in the Public Sector–New Vistas for an Interdisciplinary Perspective on E-Government Research?", in Wimmer, M. A., Scholl, J., Grönlund, Å. (Eds.) International Conference on Electronic Government (EGOV), Lecture Notes in Computer Science, Vol. 4656, Springer, Berlin, Heidelberg, pp. 23-34.

Oliveira, T., Martins, M. F. (2010), "Understanding e-business adoption across industries in European countries", Industrial Management & Data Systems, Vol. 110, No. 9, pp. 1337-1354.

Palacios-Marqués, D., Soto-Acosta, P., Merigó, J. M. (2015), "Analyzing the effects of technological, organizational and competition factors on Web knowledge exchange in SMEs", Telematics and Informatics, Vol. 32, No. 1, pp. 23-32.

Pan, M. J., Jang, W. Y. (2008), "Determinants of the adoption of enterprise resource planning within the technology-organization-environment framework: Taiwan's communications industry", Journal of Computer information systems, Vol. 48, No. 3, pp. 94-102.

Pansiri, J., Temtime, Z. T. (2010), "Linking firm and managers' characteristics to perceived critical success factors for innovative entrepreneurial support", Journal of Small Business and Enterprise Development, Vol. 17, No. 1, pp. 45-59.

Rondović, B., Kašćelan, L., Lazović, V., Đuričković, T. (2017), "Discovering the determinants and predicting the degree of e-business diffusion using the decision tree method: evidence from Montenegro", Information Technology for Development, pp. 1-30.

Teo, T. S., Lin, S., Lai, K. H. (2009), "Adopters and non-adopters of e-procurement in Singapore: An empirical study", Omega, Vol. 37, No. 5, pp. 972-987.

Tornatzky, L. G., Fleischer, M., Chakrabarti, A. K. (1990), Processes of technological innovation, Lexington Books.

Department of Economic and Social Affairs, United Nations (2016), “United Nations E-Government Survey 2016 - E-Government in support of sustainable development”, available at: http://workspace.unpan.org/sites/Internet/Documents/UNPAN97453.pdf (21 May 2018)

Von Haldenwang, C. (2004), "Electronic government (e-government) and development", The European Journal of Development Research, Vol. 16, No. 2, pp. 417-432.

Wang, Y., Shi, X. (2009), "E-business assimilation in SMEs of China", International Journal of Electronic Business, Vol. 7, No. 5, pp. 512-535.

Weerakkody, V., El-Haddadeh, R., & Al-Shafi, S. (2011), "Exploring the complexities of e-government implementation and diffusion in a developing country: Some lessons from the State of Qatar", Journal of Enterprise Information Management, Vol. 24, No. 2, pp. 172–196.

West, D. M. (2004), "E‐government and the transformation of service delivery and citizen attitudes", Public administration review, Vol. 64, No. 1, pp. 15-27.

Zhu, K., Dong, S., Xu, S. X., Kraemer, K. L. (2006), "Innovation diffusion in global contexts: determinants of post-adoption digital transformation of European companies", European journal of information systems, Vol. 15, No. 6, pp. 601-616.

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Published

2018-10-31

How to Cite

Kašćelan, L., Lazović, V., Đuričković, T., & Rondović, B. (2018). Analysis of the Diffusion of E-services in Public Sector Using the Decision Tree Method. ENTRENOVA - ENTerprise REsearch InNOVAtion, 4(1), 14–24. Retrieved from https://hrcak.srce.hr/ojs/index.php/entrenova/article/view/13838

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Section

Mathematical and Quantitative Methods