A Missed Opportunity? Labor Demand and Workforce Diversity

How do labor demand shocks affect workforce diversity in the absence of targeted diversity policies? A conceptual framework illustrates the potential trade-off between the demographic and quality composition of a workforce when there is a positive labor demand shock. Exploiting the German reunification as a natural experiment, we analyze the academic labor market where nearly all social sciences professors in East Germany were replaced while STEM faculty remained largely unchanged. Using administrative data and a regional difference-in-differences design, we find increased dispersion in the institutional quality of hires, indicating that the new hires came from less select departments. At the same time, female representation did not increase despite qualified women in the pipeline. Instead, East German hiring patterns converged to those in West Germany in terms of gender composition. In simulations, we investigate implied losses: Under conservative assumptions, we show that, considering the pipeline of qualified applicants, the marginal female hire’s quality is approximately half a standard deviation higher than the marginal male hire’s quality.

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Publication Details

Journal
Hertie School Research Repository
Published
2026-07-01
DOI
https://doi.org/10.48462/opus4-6286
Primary Topic
Labor market dynamics and wage inequality
Type
article
Field-Weighted Citation Impact
0.00
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article

A Missed Opportunity? Labor Demand and Workforce Diversity

Anna Bindler, Lena Janys, Barbara Boelmann, Luisa H. Santiago Wolf
Hertie School Research Repository
Labor market dynamics and wage inequality
article

A Missed Opportunity? Labor Demand and Workforce Diversity

Anna Bindler, Lena Janys, Barbara Boelmann, Luisa H. Santiago Wolf
article en

Abstract

How do labor demand shocks affect workforce diversity in the absence of targeted diversity policies? A conceptual framework illustrates the potential trade-off between the demographic and quality composition of a workforce when there is a positive labor demand shock. Exploiting the German reunification as a natural experiment, we analyze the academic labor market where nearly all social sciences professors in East Germany were replaced while STEM faculty remained largely unchanged. Using administrative data and a regional difference-in-differences design, we find increased dispersion in the institutional quality of hires, indicating that the new hires came from less select departments. At the same time, female representation did not increase despite qualified women in the pipeline. Instead, East German hiring patterns converged to those in West Germany in terms of gender composition. In simulations, we investigate implied losses: Under conservative assumptions, we show that, considering the pipeline of qualified applicants, the marginal female hire’s quality is approximately half a standard deviation higher than the marginal male hire’s quality.

Hertie School Research Repository
Gender equality
Openalex Percentile: Top 3%
Labor market dynamics and wage inequality
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A Missed Opportunity? Labor Demand and Workforce Diversity — Anna Bindler, Lena Janys, et al. · Hertie School Research Repository (2026) | TGRS Research Map | TGRS