Can education correct appearance discrimination in the labor market?

TL;DR

This paper investigates how education can reduce appearance-based discrimination in the Chinese labor market, showing that higher education levels diminish the impact of attractiveness on wages and employment opportunities.

Contribution

It provides empirical evidence that increasing education levels can mitigate appearance discrimination effects on income and employment in China.

Findings

Appearance requirements are present in 7.7% of job ads, especially in low-education roles.

Attractiveness positively correlates with wages, mainly in low-education groups.

Higher education weakens the influence of appearance on income.

Abstract

This study explores the impact of appearance discrimination in the labor market and whether education can mitigate this issue. A statistical analysis of approximately 1.058 million job advertisements in China from 2008 to 2010 found that about 7.7% and 2.6% of companies had explicit requirements regarding candidates' appearance and height, particularly in positions with lower educational requirements. Literature review indicates that attractive job seekers typically enjoy higher employment opportunities and wages, while unattractive individuals face significant income penalties. Regression analysis of 1,260 participants reveals a significant positive correlation between attractiveness scores and wages, especially in low-education groups. Conversely, in high-education groups, the influence of appearance on income is not significant. The study suggests that enhancing education levels can effectively alleviate income declines associated with appearance, providing policy recommendations to reduce appearance discrimination in the labor market.