????????? ???????????|Valeriia Herasymenko|?nzhela Kuznyetsova|Miloš Tumpach|Martina Ballova|Larisa ?avga
Effect of Education on Ease of Doing Business in Conditions of Innovation Development: Factor Analysis and Multiple Regression
Sumy State University|Sumy State University|Sumy State University|Brno University of Technology|University of Economics in Bratislava|Trade Co-operative University of Moldova|"Dunarea de Jos" University of Galati
education accelerates changes transformations social life well one main factors progress development general business article substantiates formalises relationships indicators level education taking account innovative development ease business based evidence 28 world countries data world bank united nations tufts university standard amp poors ratings services article aims find indicators innovative education significantly contribute ease business cognitive analysis statistical data carried help descriptive analysis tools statistically significant characteristic space indicators formed checking density direction relationship carried calculating values pearson correlation coefficients multidimensionality input feature space reduced four significant indicators nine investigated ones digital development indicator human development index digital trust financial literacy index using procedure principal component analysis orthogonal transformation using varimax method statgraphics centurion 19 software quality factorisation confirmed kaisermeierolkin testing bartletts sphericity testing result developed multiple econometric models describe dependence ease business indicators backward stepwise selection hard screening procedure statgraphics 19 statistically significant model effect digital development ease business built shows value increase digital development 1 ease business also increase 079 obtained results useful scientists research well changemakers education business stakeholders direction businesseducation competition