Evaluation of indicators of labour market using logistic regression

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41110%2F11%3A65577" target="_blank" >RIV/60460709:41110/11:65577 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Evaluation of indicators of labour market using logistic regression

Popis výsledku v původním jazyce

This paper aims to identify and quantify variables that currently have a large impact on the labour market in the CR. The paper focuses on exploring the influence of individual variables which will be included in the model and their assessment with the help of logistic regression model. Based on testing criteria such as Wald's criterion, the influence on the two variables - of gender and education was proved. When comparing the sexes, we can claim that men, compared to women, have 2.108 times bigger chance to be employed. For the factor of education is valid that, in the comparison of most frequently represented groups in the Czech Republic, the chance to be employed is 0.531 times lower for high school students than for undergraduates. The created logistic regression model correctly classified 75.5% of respondents, which is not a small percentage but indicates insertion of other explanatory variables. Data are obtained from the Labour Force Survey (Czech Statistical Office).

Název v anglickém jazyce

Evaluation of indicators of labour market using logistic regression

Popis výsledku anglicky

This paper aims to identify and quantify variables that currently have a large impact on the labour market in the CR. The paper focuses on exploring the influence of individual variables which will be included in the model and their assessment with the help of logistic regression model. Based on testing criteria such as Wald's criterion, the influence on the two variables - of gender and education was proved. When comparing the sexes, we can claim that men, compared to women, have 2.108 times bigger chance to be employed. For the factor of education is valid that, in the comparison of most frequently represented groups in the Czech Republic, the chance to be employed is 0.531 times lower for high school students than for undergraduates. The created logistic regression model correctly classified 75.5% of respondents, which is not a small percentage but indicates insertion of other explanatory variables. Data are obtained from the Labour Force Survey (Czech Statistical Office).

Druh

D - Stať ve sborníku

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2011

Kód důvěrnosti údajů

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

Název statě ve sborníku

Agrarian Perspectives - Proceedings of the 20th Scientific Conference

ISBN

9788021321960

ISSN

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e-ISSN

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Počet stran výsledku

8

Strana od-do

447-454

Název nakladatele

CULS Prague, Faculty of Economics and Management

Místo vydání

Praha

Místo konání akce

Czech University of Life Sciences Prague, CR

Datum konání akce

13. 9. 2011

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000338036100049