Research Article
Does housework affect personal employment participation with different education levels? ——Mediation effect test of econometric models based on Stata
@INPROCEEDINGS{10.4108/eai.26-5-2023.2337256, author={Yang Shi}, title={Does housework affect personal employment participation with different education levels? ------Mediation effect test of econometric models based on Stata}, proceedings={Proceedings of the 4th International Conference on Education, Knowledge and Information Management, ICEKIM 2023, May 26--28, 2023, Nanjing, China}, publisher={EAI}, proceedings_a={ICEKIM}, year={2023}, month={9}, keywords={housework; employment participation; computer software；econometric model; mediation effect test; big data regression analysis}, doi={10.4108/eai.26-5-2023.2337256} }- Yang Shi
Year: 2023
Does housework affect personal employment participation with different education levels? ——Mediation effect test of econometric models based on Stata
ICEKIM
EAI
DOI: 10.4108/eai.26-5-2023.2337256
Abstract
This paper selects relevant data from the CGSS database, uses Stata statistical software and micro econometric models, and completes data analysis through logistic regression and multiple regression analysis, while controlling for variables such as education levels. It tests the impact of housework on personal employment participation through the mediating variable of personal income. The results show that, housework has a significantly negative impact on personal income; housework has a negative impact on personal employment participation; the mediation effect of personal income exists. Although the sample size of this paper has some limitations, the establishment of the mediation effect is of great practical significance for recognizing the value of house-work and promoting a more reasonable family division of labor.
