{"title":"是什么让公共部门的员工一直从事低薪工作?自我选择和非认知技能在解释公私工资差距中的作用","authors":"A. Lukyanova","doi":"10.22394/1993-7601-2021-62-32-53","DOIUrl":null,"url":null,"abstract":"This paper examines whether non‐cognitive skills (personality traits and risk attitudes) influence self‐selection into employment and the choice between the public and private sectors and, if so, how they relate to wages in each sector. The methodology combines multinomial logistic regression to model the patterns of selection with an Oaxaca–Blinder‐type decomposition of the intersectoral wage gap. I find that personality traits have a substantial effect on selection into employment and the preferences towards the private sector. They have a significant, albeit small, effect on wages in both sectors. The magnitude of these effects is the same across sectors and non‐cognitive skills do not contribute to the intersectoral wage gap at the mean. At the same time, accounting for the endogeneity of sectoral attainment eliminates the intersectoral gap: in 2016, the unexplained conditional wage gap can be completely attributed to self‐selection.","PeriodicalId":8045,"journal":{"name":"Applied Econometrics","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"What keeps public sector workers in low-paid jobs? The role of self-selection and non-cognitive skills in explaining the public-private wage gap\",\"authors\":\"A. Lukyanova\",\"doi\":\"10.22394/1993-7601-2021-62-32-53\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper examines whether non‐cognitive skills (personality traits and risk attitudes) influence self‐selection into employment and the choice between the public and private sectors and, if so, how they relate to wages in each sector. The methodology combines multinomial logistic regression to model the patterns of selection with an Oaxaca–Blinder‐type decomposition of the intersectoral wage gap. I find that personality traits have a substantial effect on selection into employment and the preferences towards the private sector. They have a significant, albeit small, effect on wages in both sectors. The magnitude of these effects is the same across sectors and non‐cognitive skills do not contribute to the intersectoral wage gap at the mean. At the same time, accounting for the endogeneity of sectoral attainment eliminates the intersectoral gap: in 2016, the unexplained conditional wage gap can be completely attributed to self‐selection.\",\"PeriodicalId\":8045,\"journal\":{\"name\":\"Applied Econometrics\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Econometrics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.22394/1993-7601-2021-62-32-53\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Economics, Econometrics and Finance\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Econometrics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22394/1993-7601-2021-62-32-53","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Economics, Econometrics and Finance","Score":null,"Total":0}
What keeps public sector workers in low-paid jobs? The role of self-selection and non-cognitive skills in explaining the public-private wage gap
This paper examines whether non‐cognitive skills (personality traits and risk attitudes) influence self‐selection into employment and the choice between the public and private sectors and, if so, how they relate to wages in each sector. The methodology combines multinomial logistic regression to model the patterns of selection with an Oaxaca–Blinder‐type decomposition of the intersectoral wage gap. I find that personality traits have a substantial effect on selection into employment and the preferences towards the private sector. They have a significant, albeit small, effect on wages in both sectors. The magnitude of these effects is the same across sectors and non‐cognitive skills do not contribute to the intersectoral wage gap at the mean. At the same time, accounting for the endogeneity of sectoral attainment eliminates the intersectoral gap: in 2016, the unexplained conditional wage gap can be completely attributed to self‐selection.
Applied EconometricsEconomics, Econometrics and Finance-Economics, Econometrics and Finance (miscellaneous)
CiteScore
0.70
自引率
0.00%
发文量
0
期刊介绍:
The Journal of Applied Econometrics is an international journal published bi-monthly, plus 1 additional issue (total 7 issues). It aims to publish articles of high quality dealing with the application of existing as well as new econometric techniques to a wide variety of problems in economics and related subjects, covering topics in measurement, estimation, testing, forecasting, and policy analysis. The emphasis is on the careful and rigorous application of econometric techniques and the appropriate interpretation of the results. The economic content of the articles is stressed. A special feature of the Journal is its emphasis on the replicability of results by other researchers. To achieve this aim, authors are expected to make available a complete set of the data used as well as any specialised computer programs employed through a readily accessible medium, preferably in a machine-readable form. The use of microcomputers in applied research and transferability of data is emphasised. The Journal also features occasional sections of short papers re-evaluating previously published papers. The intention of the Journal of Applied Econometrics is to provide an outlet for innovative, quantitative research in economics which cuts across areas of specialisation, involves transferable techniques, and is easily replicable by other researchers. Contributions that introduce statistical methods that are applicable to a variety of economic problems are actively encouraged. The Journal also aims to publish review and survey articles that make recent developments in the field of theoretical and applied econometrics more readily accessible to applied economists in general.