Interdependence between human capital determinants and economic development: K-means regional clustering approach for Czechia and Poland

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Interdependence between human capital determinants and economic development: K-means regional clustering approach for Czechia and Poland

Popis výsledku v původním jazyce

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

Název v anglickém jazyce

Interdependence between human capital determinants and economic development: K-means regional clustering approach for Czechia and Poland

Popis výsledku anglicky

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

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

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OECD FORD obor

50202 - Applied Economics, Econometrics

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2021

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Entrepreneurial Business and Economics Review

ISSN

2353-883X

e-ISSN

2353-8821

Svazek periodika

9

Číslo periodika v rámci svazku

4

Stát vydavatele periodika

PL - Polská republika

Počet stran výsledku

22

Strana od-do

173-194

Kód UT WoS článku

000720992300010

EID výsledku v databázi Scopus

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