Determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysis
In cases where the dependent variable is categorical and ordinal, the Ordinal Logistic Regression Model is used for model estimation. In order to predict the Ordinal Logistic Regression Model, it must provide the parallel lines assumption. In the study, the happiness levels of divorced individuals w...
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Kyrgyz Turkish Manas University
2022-12-01
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| Series: | MANAS: Journal of Engineering |
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| Online Access: | https://dergipark.org.tr/en/download/article-file/2072316 |
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| author | Burak Uyar Cevdet Büyüksu |
| author_facet | Burak Uyar Cevdet Büyüksu |
| author_sort | Burak Uyar |
| collection | DOAJ |
| description | In cases where the dependent variable is categorical and ordinal, the Ordinal Logistic Regression Model is used for model estimation. In order to predict the Ordinal Logistic Regression Model, it must provide the parallel lines assumption. In the study, the happiness levels of divorced individuals were estimated with the ordinal logistic regression model. The data set used in the analysis was obtained from the Life Satisfaction Survey implemented by the Turkish Statistical Institute in 2020. Brant's Wald Test and Likelihood Ratio Test were applied for the parallel lines assumption and the null hypothesis could not be rejected. In this context, the model ordinal logistic regression model was estimated. The statistically significant gender variable shows that divorced women are happier than divorced men. It has been determined that success and job variables tend to decrease happiness levels in divorced individuals compared to other factors. In general, when the education level is examined, it is seen that the level of happiness of divorced individuals increases as the education level increases. It has been concluded that divorced individuals who are satisfied with their health, education, income and social life are happier than divorced individuals who are not satisfied with their health, education, income and social life. It has been determined that divorced individuals are registered with the Social Security Institution and their happiness levels are higher than those who are not registered. |
| format | Article |
| id | doaj-art-79def2acec614f8aa78d319b2600a16c |
| institution | Kabale University |
| issn | 1694-7398 |
| language | English |
| publishDate | 2022-12-01 |
| publisher | Kyrgyz Turkish Manas University |
| record_format | Article |
| series | MANAS: Journal of Engineering |
| spelling | doaj-art-79def2acec614f8aa78d319b2600a16c2025-02-03T12:02:41ZengKyrgyz Turkish Manas UniversityMANAS: Journal of Engineering1694-73982022-12-0110219920810.51354/mjen.10212871437Determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysisBurak Uyar0https://orcid.org/0000-0002-3178-4157Cevdet Büyüksu1https://orcid.org/0000-0003-3448-3699YÜZÜNCÜ YIL ÜNİVERSİTESİ, İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİVAN YÜZÜNCÜ YIL ÜNİVERSİTESİ, FEN BİLİMLERİ ENSTİTÜSÜ, İSTATİSTİK (YL) (TEZLİ)In cases where the dependent variable is categorical and ordinal, the Ordinal Logistic Regression Model is used for model estimation. In order to predict the Ordinal Logistic Regression Model, it must provide the parallel lines assumption. In the study, the happiness levels of divorced individuals were estimated with the ordinal logistic regression model. The data set used in the analysis was obtained from the Life Satisfaction Survey implemented by the Turkish Statistical Institute in 2020. Brant's Wald Test and Likelihood Ratio Test were applied for the parallel lines assumption and the null hypothesis could not be rejected. In this context, the model ordinal logistic regression model was estimated. The statistically significant gender variable shows that divorced women are happier than divorced men. It has been determined that success and job variables tend to decrease happiness levels in divorced individuals compared to other factors. In general, when the education level is examined, it is seen that the level of happiness of divorced individuals increases as the education level increases. It has been concluded that divorced individuals who are satisfied with their health, education, income and social life are happier than divorced individuals who are not satisfied with their health, education, income and social life. It has been determined that divorced individuals are registered with the Social Security Institution and their happiness levels are higher than those who are not registered.https://dergipark.org.tr/en/download/article-file/2072316ordered logistic regression modelparallel lines assumptionlife satisfaction research |
| spellingShingle | Burak Uyar Cevdet Büyüksu Determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysis MANAS: Journal of Engineering ordered logistic regression model parallel lines assumption life satisfaction research |
| title | Determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysis |
| title_full | Determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysis |
| title_fullStr | Determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysis |
| title_full_unstemmed | Determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysis |
| title_short | Determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysis |
| title_sort | determining the factors affecting the happiness levels of divorced individuals by ordered logistics regression analysis |
| topic | ordered logistic regression model parallel lines assumption life satisfaction research |
| url | https://dergipark.org.tr/en/download/article-file/2072316 |
| work_keys_str_mv | AT burakuyar determiningthefactorsaffectingthehappinesslevelsofdivorcedindividualsbyorderedlogisticsregressionanalysis AT cevdetbuyuksu determiningthefactorsaffectingthehappinesslevelsofdivorcedindividualsbyorderedlogisticsregressionanalysis |