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Two-phased composite I-distance indicator approach for evaluation of countries’ information development

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  • Dobrota, Marina
  • Martic, Milan
  • Bulajic, Milica
  • Jeremic, Veljko

Abstract

The development of Information and Communication Technologies (ICT) is an important issue that affects countries’ socioeconomic prosperity, and the majority of studies indicate that the productivity effect of ICT is quite significant. Thus, measuring the countries information development can gain numerous benefits since comparisons and rankings create a major challenge for countries’ further advancement and development. The aim of this paper is multiple. It firstly elaborates the term of the information society and examines countries’ ICT development. Secondly, it debates on the importance of measurement and ranking, emphasizing the methods of measuring the information society. It reviews the ICT Development Index (IDI) as one of these methods, pointing to its drawbacks. The disadvantages of the IDI are mostly related to its bias and uncertainty. This paper accentuates the importance of the stability and objectiveness of a measurement method, and for this reason it presents the Composite I-distance Indicator (CIDI) methodology for measuring countries’ ICT development that overcomes these drawbacks. In the case study, we analysed a dataset of 157 countries. The results presented in this study clearly indicate that the CIDI ranking methodology is unbiased and more stable than the official IDI ranking methodology, and can be used as an appropriate framework for information society evaluation measurement.

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  • Dobrota, Marina & Martic, Milan & Bulajic, Milica & Jeremic, Veljko, 2015. "Two-phased composite I-distance indicator approach for evaluation of countries’ information development," Telecommunications Policy, Elsevier, vol. 39(5), pages 406-420.
  • Handle: RePEc:eee:telpol:v:39:y:2015:i:5:p:406-420
    DOI: 10.1016/j.telpol.2015.03.003
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    1. Paolo Paruolo & Michaela Saisana & Andrea Saltelli, 2013. "Ratings and rankings: voodoo or science?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(3), pages 609-634, June.
    2. Tobias Kretschmer, 2012. "Information and Communication Technologies and Productivity Growth: A Survey of the Literature," OECD Digital Economy Papers 195, OECD Publishing.
    3. Sassi, Seifallah & Goaied, Mohamed, 2013. "Financial development, ICT diffusion and economic growth: Lessons from MENA region," Telecommunications Policy, Elsevier, vol. 37(4), pages 252-261.
    4. Vicente, María Rosalía & López, Ana Jesús, 2011. "Assessing the regional digital divide across the European Union-27," Telecommunications Policy, Elsevier, vol. 35(3), pages 220-237, April.
    5. Bobby Swar & Gohar Feroz Khan, 2014. "Mapping ICT knowledge infrastructure in South Asia," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 117-137, April.
    6. Veljko Jeremic & Milica Bulajic & Milan Martic & Zoran Radojicic, 2011. "A fresh approach to evaluating the academic ranking of world universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 87(3), pages 587-596, June.
    7. Richard Heeks, 2010. "Do information and communication technologies (ICTs) contribute to development?," Journal of International Development, John Wiley & Sons, Ltd., vol. 22(5), pages 625-640.
    8. Andrea Saltelli, 2007. "Composite Indicators between Analysis and Advocacy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 65-77, March.
    9. Dimelis, Sophia P. & Papaioannou, Sotiris K., 2011. "ICT growth effects at the industry level: A comparison between the US and the EU," Information Economics and Policy, Elsevier, vol. 23(1), pages 37-50, March.
    10. Monferini, A. & Konstandinidou, M. & Nivolianitou, Z. & Weber, S. & Kontogiannis, T. & Kafka, P. & Kay, A.M. & Leva, M.C. & Demichela, M., 2013. "A compound methodology to assess the impact of human and organizational factors impact on the risk level of hazardous industrial plants," Reliability Engineering and System Safety, Elsevier, vol. 119(C), pages 280-289.
    11. Anteneh Ayanso & Danny I. Cho & Kaveepan Lertwachara, 2014. "Information and Communications Technology Development and the Digital Divide: A Global and Regional Assessment," Information Technology for Development, Taylor & Francis Journals, vol. 20(1), pages 60-77, January.
    12. Saisana, Michaela & d'Hombres, Béatrice & Saltelli, Andrea, 2011. "Rickety numbers: Volatility of university rankings and policy implications," Research Policy, Elsevier, vol. 40(1), pages 165-177, February.
    13. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    14. Mahsuli, M. & Haukaas, T., 2013. "Sensitivity measures for optimal mitigation of risk and reduction of model uncertainty," Reliability Engineering and System Safety, Elsevier, vol. 117(C), pages 9-20.
    15. Milica Jovanovic & Veljko Jeremic & Gordana Savic & Milica Bulajic & Milan Martic, 2012. "How does the normalization of data affect the ARWU ranking?," Scientometrics, Springer;Akadémiai Kiadó, vol. 93(2), pages 319-327, November.
    16. García-Muñiz, Ana Salomé & Vicente, María Rosalía, 2014. "ICT technologies in Europe: A study of technological diffusion and economic growth under network theory," Telecommunications Policy, Elsevier, vol. 38(4), pages 360-370.
    17. Richard Murphy & Felix Weinhardt, 2013. "The Importance of Rank Position," CEP Discussion Papers dp1241, Centre for Economic Performance, LSE.
    18. Vu, Khuong M., 2013. "Information and Communication Technology (ICT) and Singapore’s economic growth," Information Economics and Policy, Elsevier, vol. 25(4), pages 284-300.
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    2. Anatoly Sidorov & Pavel Senchenko, 2020. "Regional Digital Economy: Assessment of Development Levels," Mathematics, MDPI, vol. 8(12), pages 1-23, December.
    3. Maričić Milica & Bulajić Milica & Radojičić Zoran & Jeremić Veljko, 2019. "Shedding Light on the Doing Business Index: a Machine Learning Approach," Business Systems Research, Sciendo, vol. 10(2), pages 73-84, September.
    4. Maricic, Milica & Bulajic, Milica & Dobrota, Marina & Jeremic, Veljko, 2016. "Redesigning The Global Food Security Index: A Multivariate Composite I-Distance Indicator Approach," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 4(01), pages 1-18, January.
    5. Petrović, Marijana & Bojković, Nataša & Stamenković, Mladen & Anić, Ivan, 2018. "Supporting performance appraisal in ELECTRE based stepwise benchmarking model," Omega, Elsevier, vol. 78(C), pages 237-251.
    6. Maričić Milica & Bulajić Milica & Radojičić Zoran & Jeremić Veljko, 2016. "Multivariate approach to imposing additional constraints on the Benefit-of-the-Doubt model: The case of QS World University Rankings by Subject," Croatian Review of Economic, Business and Social Statistics, Sciendo, vol. 2(1), pages 1-14, September.
    7. Ali, Mohammad Afshar & Alam, Khorshed & Taylor, Brad, 2020. "Measuring the concentration of information and communication technology infrastructure in Australia: Do affordability and remoteness matter?," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
    8. Santeramo, Fabio Gaetano, 2016. "Methodological challenges in building composite indexes: Linking theory to practice," MPRA Paper 73276, University Library of Munich, Germany.

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