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The Influence of the Accuracy of Statistical Data on the Results of a Classification of Eu Countries in Terms of Innovation

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  • Stec Małgorzata

    (University of Rzeszów, Institute of Economics and Finance, Department of Quantitative Methods and Economic Informatics, M. Ćwiklińskiej 2 St., 35-601Rzeszów, Poland)

Abstract

Research background: The article attempts to include the accuracy of statistical data in a synthetic evaluation and classification of EU countries in terms of innovation.Purpose: The aim of the article is to evaluate an influence of the accuracy of statistical data on a classification of EU countries in terms of innovation.Research methodology: The research employed diagnostic variables determining the innovation of EU countries and a methodology proposed by the European Commission in the European Innovation Scoreboard 2019. The influence of the uncertainty of the measurement of the diagnostic variables on the Summary Innovation Index of EU countries was evaluated. In order to do this, a procedure employing the Monte Carlo method was proposed.Results: Taking into account the uncertainty of the measurement of variables in the evaluation of the innovation of EU countries resulted in qualifying one of the countries to another innovation group.Novelty: The article draws attention to an important but often neglected problem related to the accuracy of statistical data used in research, and the evaluation of their influence on the calculation of a value of synthetic measure (based on the innovation of EU countries).

Suggested Citation

  • Stec Małgorzata, 2020. "The Influence of the Accuracy of Statistical Data on the Results of a Classification of Eu Countries in Terms of Innovation," Folia Oeconomica Stetinensia, Sciendo, vol. 20(1), pages 408-420, June.
    • Handle: RePEc:vrs:foeste:v:20:y:2020:i:1:p:408-420:n:24
    DOI: 10.2478/foli-2020-0024
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    References listed on IDEAS

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    1. Manfred M. Fischer, 2001. "Innovation, knowledge creation and systems of innovation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(2), pages 199-216.
    2. Gault, Fred, 2018. "Defining and measuring innovation in all sectors of the economy," Research Policy, Elsevier, vol. 47(3), pages 617-622.
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    More about this item

    Keywords

    innovation of EU countries; Summary Innovation Index; accuracy of statistical data; uncertainty of statistical data; the Monte Carlo method;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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