Interdependence between human capital determinants and economic development: K-means regional clustering approach for Czechia and Poland
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41110%2F21%3A88719" target="_blank" >RIV/60460709:41110/21:88719 - isvavai.cz</a>
Result on the web
<a href="https://eber.uek.krakow.pl/index.php/eber/article/view/1278" target="_blank" >https://eber.uek.krakow.pl/index.php/eber/article/view/1278</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.15678/EBER.2021.090411" target="_blank" >10.15678/EBER.2021.090411</a>
Alternative languages
Result language
angličtina
Original language name
Interdependence between human capital determinants and economic development: K-means regional clustering approach for Czechia and Poland
Original language description
Objective: The objective of the article is to identify the groups of regions characterised by a similar level of human capital determinants and investigate the relationship between cluster-based human capital determinants and economic development. Research Design and Methods: We analyse key demographic, health, educational, labour, technological, and cultural determinants of human capital and the level of regional economic development. The research covers the period 2004-2019 for 14 Czech and 16 Polish regions. We apply k-means clustering improved by PCA using data for human capital determinants. To verify significant differences between distinguished clusters, we apply the Kruskal-Wallis test. To assess the interdependence between human capital determinants and regional economic development, we use Spearman rank correlation. Findings: We distinguish three clusters for Czechia and four clusters for Poland that differ significantly in terms of human capital determinants level. Moreover, we show
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
50202 - Applied Economics, Econometrics
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Entrepreneurial Business and Economics Review
ISSN
2353-883X
e-ISSN
2353-8821
Volume of the periodical
9
Issue of the periodical within the volume
4
Country of publishing house
PL - POLAND
Number of pages
22
Pages from-to
173-194
UT code for WoS article
000720992300010
EID of the result in the Scopus database
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