Ours is the first meta-analysis synthesizing results from econometric studies carried out in the UK to assess the size of the gender wage gap (GWG). Drawing on 90 primary studies published between 1974 and 2024 we assess trends in the gap and identify the substantive and methodological factors...

This paper replicates and extends the evidence on the lifetime effects of school starting age on earnings by Fredriksson and Öckert (2014) for Sweden. Using German data for individuals born between 1945 and 1965, we examine a more rigid system of ability tracking in secondary education, a...

Does increased legal infrastructure empower victims to leave abusive relationships? Structural barriers often prevent victims of intimate partner violence from seeking help, with two-thirds of female victims in Europe neither reporting incidents nor accessing support. I study Germany’s 2002...

LLMs are rapidly entering the hiring process, but their most pronounced effects may occur before any screening by changing who chooses to apply. We study how human versus LLMbased evaluation and gender transparency shape entry into competitive jobs. In a preregistered online experiment,...

This paper investigates the impact of the #MeToo movement in the workplace, drawing on French survey data on harassment behaviours and administrative data on worker flows. Using a difference-in-differences strategy, we find that, following the #MeToo movement, women began leaving high-risk...

We study whether gender-biased financial advice contributes to the gender gap in pension wealth. Using administrative records from four private pension funds in Italy, we document that women are ceteris paribus 8 percentage points less likely than men to choose stock-focused investment lines at...

This report takes stock of gender equality in ECA, with a particular focus on women’s access to economic opportunities and jobs, alongside the urgent challenge of VAWG. It highlights the World Bank Group–supported initiatives across the region, illustrating both the range of solutions being...

Engineering remains a highly gendered and racialised profession in South Africa, shaped by enduring historical inequalities and the imprint of institutionalised exclusion that structures women's experiences of belonging and professional legitimacy. While women's underrepresentation in STEM is...

This paper investigates the methodological performance of Ordinary Least Squares (OLS) regression and Random Forest machine learning algorithms in measuring adjusted gender pay gaps. The research is motivated by the European Union's Pay Transparency Directive (2023/970), which mandates that...