Austria | A novel economic study tracking over a decade of European men’s football data reveals how direct workplace interaction dictates professional skill evolution and wage growth. Utilizing a dataset of over 5,000 players, researchers from Central European University (CEU) analyzed passing networks as a measurable proxy for peer interaction, overcoming traditional limits found in administrative employer-employee data.The findings establish that proximity to high-performing talent is insufficient on its own; workplace learning depends entirely on direct, active engagement. The intensity of this collaboration yields substantial career dividends, as employees who spent one standard deviation more time working closely with top-tier colleagues experienced a 10% higher growth in their market value. Economists note that while the data originates on the pitch, these mechanics serve as a blueprint for high-skilled corporate industries like consulting, academia, and research and development. The data proves that hiring star performers fails to maximize organizational learning unless companies actively structure pipelines that facilitate direct, high-intensity partnerships between senior specialists and junior staff.
Source: Central European University
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