Does Family Background Affect Earnings through Education? A Generalised Approach to Mediation Analysis
Silvia Mendolia and
Peter Siminski
No 9917, IZA Discussion Papers from Institute of Labor Economics (IZA)
Abstract:
We seek to quantify the role of education as a mechanism through which family background affects earnings. To this end, we propose a generalisation of statistical 'mediation analysis'. In our approach, the treatment and mediator can be multidimensional. This allows us to directly and flexibly account for a range of background characteristics which affect child earnings through the pathway of education and through other mechanisms. The results suggest that educational attainment explains 24%-39% of the overall family background effect on earnings in Australia. The mediating role of education seems to be larger for Australia than for the UK.
Keywords: equality of opportunity; intergenerational mobility; mediation analysis (search for similar items in EconPapers)
JEL-codes: C49 I24 J62 (search for similar items in EconPapers)
Pages: 31 pages
Date: 2016-04
New Economics Papers: this item is included in nep-edu and nep-lab
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Citations: View citations in EconPapers (2)
Published - published in: Economics of Education Review, 2017, 59, 1-12
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