ANALYSIS OF RELATIONSHIPS BETWEEN INNOVATIVE AND DIGITAL PERFORMANCE OF EU-27 COUNTRIES

Beáta Šofranková, Dana Kiseľáková, Elena Širá, Mariola Grzebyk
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Abstract

Background: The global digital economy is developing quickly, and innovation plays a crucial role in today's economic growth. Aims: The main aim was to investigate the interrelationships between the digital and innovation performance of the EU countries using the selected global indices (DESI, GII, SII). The main aim was fulfilled by 2 partial goals and subsequently set 2 hypotheses. Methods: To verify the hypotheses, we used the Kendall Tau coefficient (τ), panel data regression analysis and through this analysis, we created 3 models. Sample: We have chosen the EU-27 countries for our analyses. The length of the analyzed period was 5 years (2016-2020). Results: To select the resulting model from the 3 proposed models (Model 1 (OLS), Model 2 (FEM), and Model 3 (REM)), test criteria such as F-test, Breusch-Pagan test, and Hausman test were used. We consider Model 2 to be the most suitable model, which is the result of the Fixed Effects Model (FEM). Conclusions: The results of our analyses confirmed that a higher statistically significant positive relationship was identified between the digital performance of the EU-27 countries and their innovation performance evaluated using the SII versus the innovation performance using the GII.
欧盟27国创新与数字化绩效关系分析
背景:全球数字经济发展迅速,创新在当今经济增长中发挥着至关重要的作用。目的:主要目的是使用选定的全球指数(DESI, GII, SII)调查欧盟国家的数字和创新绩效之间的相互关系。主要目的通过两个部分目标实现,随后设定两个假设。方法:为了验证假设,我们使用肯德尔Tau系数(τ),面板数据回归分析,通过该分析,我们建立了3个模型。样本:我们选择了欧盟27个国家进行分析。分析期为5年(2016-2020年)。结果:从3个模型(模型1 (OLS)、模型2 (FEM)和模型3 (REM))中选择最终模型,使用f检验、Breusch-Pagan检验和Hausman检验等检验标准。我们认为模型2是最合适的模型,这是固定效应模型(FEM)的结果。结论:我们的分析结果证实,欧盟27个国家的数字绩效与其使用SII评估的创新绩效之间存在统计学上显著的正相关关系,而使用GII评估的创新绩效与使用SII评估的创新绩效之间存在正相关关系。
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