Spatial differentiation of public administration employees due to professional burnout
The paper presents the results of classifying public administration employees in terms of level of occupational burnout, taking into account their place of residence, gender and age. One of the methods of multidimensional statistical analysis – classification trees – was used as a research tool. Two...
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Online Access: | https://doi.org/10.2478/bog-2021-0004 |
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doaj-8523df4696d748a0af0bed2277f1d2012021-09-05T21:00:34ZengSciendoBulletin of Geography: Socio-Economic Series2083-82982021-03-015151475910.2478/bog-2021-0004Spatial differentiation of public administration employees due to professional burnoutBąk Iwona0Wawrzyniak Katarzyna1West Pomeranian University of Technology, Faculty of Economics, SzczecinWest Pomeranian University of Technology, Faculty of Economics, SzczecinThe paper presents the results of classifying public administration employees in terms of level of occupational burnout, taking into account their place of residence, gender and age. One of the methods of multidimensional statistical analysis – classification trees – was used as a research tool. Two dependent variables are defined. The first has only two variants, defined as “no occupational burnout” and “occupational burnout”, which characterise all respondents. The second dependent variable was limited to those respondents diagnosed with occupational burnout and has four variants corresponding to intensity of burnout. The obtained results indicate the differentiation of voivodeships (first-order administrative regions) in terms of the level of the studied phenomenon.https://doi.org/10.2478/bog-2021-0004professional burnoutpublic administration employeesclassification treesself-diagnosis of mental conditionspatial diversity |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Bąk Iwona Wawrzyniak Katarzyna |
spellingShingle |
Bąk Iwona Wawrzyniak Katarzyna Spatial differentiation of public administration employees due to professional burnout Bulletin of Geography: Socio-Economic Series professional burnout public administration employees classification trees self-diagnosis of mental condition spatial diversity |
author_facet |
Bąk Iwona Wawrzyniak Katarzyna |
author_sort |
Bąk Iwona |
title |
Spatial differentiation of public administration employees due to professional burnout |
title_short |
Spatial differentiation of public administration employees due to professional burnout |
title_full |
Spatial differentiation of public administration employees due to professional burnout |
title_fullStr |
Spatial differentiation of public administration employees due to professional burnout |
title_full_unstemmed |
Spatial differentiation of public administration employees due to professional burnout |
title_sort |
spatial differentiation of public administration employees due to professional burnout |
publisher |
Sciendo |
series |
Bulletin of Geography: Socio-Economic Series |
issn |
2083-8298 |
publishDate |
2021-03-01 |
description |
The paper presents the results of classifying public administration employees in terms of level of occupational burnout, taking into account their place of residence, gender and age. One of the methods of multidimensional statistical analysis – classification trees – was used as a research tool. Two dependent variables are defined. The first has only two variants, defined as “no occupational burnout” and “occupational burnout”, which characterise all respondents. The second dependent variable was limited to those respondents diagnosed with occupational burnout and has four variants corresponding to intensity of burnout. The obtained results indicate the differentiation of voivodeships (first-order administrative regions) in terms of the level of the studied phenomenon. |
topic |
professional burnout public administration employees classification trees self-diagnosis of mental condition spatial diversity |
url |
https://doi.org/10.2478/bog-2021-0004 |
work_keys_str_mv |
AT bakiwona spatialdifferentiationofpublicadministrationemployeesduetoprofessionalburnout AT wawrzyniakkatarzyna spatialdifferentiationofpublicadministrationemployeesduetoprofessionalburnout |
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1717782618579140608 |