Research Article

USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES

Volume: 22 Number: 2 July 6, 2024
EN

USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES

Abstract

In an environment where international competitive conditions are becoming increasingly difficult in parallel with the changes in science and technology, the importance of developments in information technologies is increasing day by day. This study aims to specify the relative efficiency of European Union countries in the field of information technologies using Data Envelopment Analysis. In this direction, four inputs and four outputs are determined. According to both the CCR and BCC models, Austria, Croatia, Czechia, France, Germany, Lithuania, Poland, Slovakia, Slovenia, and Spain are the countries that cannot show 100% performance in obtaining information technology outputs with the information technology inputs determined in the study. While Belgium and Poland are effective in the BCC analysis, they are not effective in the CCR analysis. In this case, Belgium and Poland are technically effective in BCC analysis, but can not achieve scale efficiency. Input and output rates of inefficient countries are interpreted by comparing them with best practice benchmarks.

Keywords

References

  1. Aceituno, J. C., Orzaez, M. H., Cepeda, J. T., Nieto, A. M. and Ramos, J. G. (2023) "Application of the Data Envelopment Analysis Technique to Measure the Environmental Efficiency of the 27 Countries of the European Union During the Period 2012-2020", Clean Technologies and Environmental Policy, 1-29.
  2. Banker, R. D., Charnes, A. and Cooper, W. W. (1984) "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis", Management Science, 30(9):1078-1092.
  3. Castellano, R., Gabriella De, B. and Punzo, G. (2023) "Well-being in OECD Countries: An Assessment of Technical and Social Efficiency Using Data Envelopment Analysis", International Review of Economics, 141-176.
  4. Charnes, A., Cooper, W. W. and Rhodes, E. (1978) "A Measuring the Efficiency of Decision Making Units", European journal of operational research, 2(6):429-444.
  5. Cook, W. D., Tone, K. and Zhu, J. (2014) "Data envelopment analysis: Prior to choosing a model", Omega, 44: 1-4.
  6. Cooper, W. W., Seiford, L. M. and Tone, K. (2007). "Data Envelopment Analysis: A Comprehensive Text With Models, Applications, References and DEA-Solver Software" (Vol. 2). New York: Springer.
  7. Cooper, W. W., Seiford, L. M. and Zhu, J. (2011) "Data Envelopment Analysis: History, Models and Interpretations", London: Springer.
  8. Cvetkoska, V. (2011) "Data Envelopment Analysis Approach and Its Application In Information and Communication Technologies", HAICTA, 421-430.

Details

Primary Language

English

Subjects

Urban Policy

Journal Section

Research Article

Early Pub Date

July 5, 2024

Publication Date

July 6, 2024

Submission Date

March 1, 2024

Acceptance Date

May 9, 2024

Published in Issue

Year 2024 Volume: 22 Number: 2

APA
Tunalı, D. (2024). USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES. Journal of Management and Economics Research, 22(2), 14-28. https://doi.org/10.11611/yead.1445871
AMA
1.Tunalı D. USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES. Journal of Management and Economics Research. 2024;22(2):14-28. doi:10.11611/yead.1445871
Chicago
Tunalı, Duygu. 2024. “USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES”. Journal of Management and Economics Research 22 (2): 14-28. https://doi.org/10.11611/yead.1445871.
EndNote
Tunalı D (July 1, 2024) USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES. Journal of Management and Economics Research 22 2 14–28.
IEEE
[1]D. Tunalı, “USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES”, Journal of Management and Economics Research, vol. 22, no. 2, pp. 14–28, July 2024, doi: 10.11611/yead.1445871.
ISNAD
Tunalı, Duygu. “USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES”. Journal of Management and Economics Research 22/2 (July 1, 2024): 14-28. https://doi.org/10.11611/yead.1445871.
JAMA
1.Tunalı D. USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES. Journal of Management and Economics Research. 2024;22:14–28.
MLA
Tunalı, Duygu. “USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES”. Journal of Management and Economics Research, vol. 22, no. 2, July 2024, pp. 14-28, doi:10.11611/yead.1445871.
Vancouver
1.Duygu Tunalı. USING DATA ENVELOPMENT ANALYSIS TO EVALUATE THE EFFICIENCY OF EUROPEAN UNION COUNTRIES IN INFORMATION TECHNOLOGIES. Journal of Management and Economics Research. 2024 Jul. 1;22(2):14-28. doi:10.11611/yead.1445871