Cumulative advantage of brokerage in physics

Abstract Science is a collaborative endeavor in which “who collaborates with whom” profoundly shapes academic success. However, the way in which scientists facilitate new collaborations among their peers–a well-studied process called brokerage–has received little attention in the context of academic careers. Here, we quantify brokerage in physics and examine its relationship with academic success in over 130,000 careers spanning a century. Early engagement in brokerage predicts more brokerage events in subsequent career stages, revealing its cumulative nature. More successful scientists engage in brokerage more frequently and at increasing rates across comparable career stages. These results hold when controlling for career entry decade and brokerage roles. While brokerage-success correlations apply to women and men, the cumulative advantage intensifies at senior levels where women remain underrepresented owing to later entry into physics and higher dropout rates. Thus, the cumulative nature of brokerage intertwines with gender disparities and the unequal distribution of success in physics.

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Publication Details

Journal
Quantitative Science Studies
Published
2026-03-23
DOI
https://doi.org/10.1162/qss.a.474
Primary Topic
scientometrics and bibliometrics research
Type
article
Field-Weighted Citation Impact
0.00
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article

Cumulative advantage of brokerage in physics

Lisette Espín-Noboa, Gerardo Íñiguez, Jan Bachmann, Fariba Karimi
Quantitative Science Studies
scientometrics and bibliometrics research
article

Cumulative advantage of brokerage in physics

Lisette Espín-Noboa, Gerardo Íñiguez, Jan Bachmann, Fariba Karimi
article en

Abstract

Abstract Science is a collaborative endeavor in which “who collaborates with whom” profoundly shapes academic success. However, the way in which scientists facilitate new collaborations among their peers–a well-studied process called brokerage–has received little attention in the context of academic careers. Here, we quantify brokerage in physics and examine its relationship with academic success in over 130,000 careers spanning a century. Early engagement in brokerage predicts more brokerage events in subsequent career stages, revealing its cumulative nature. More successful scientists engage in brokerage more frequently and at increasing rates across comparable career stages. These results hold when controlling for career entry decade and brokerage roles. While brokerage-success correlations apply to women and men, the cumulative advantage intensifies at senior levels where women remain underrepresented owing to later entry into physics and higher dropout rates. Thus, the cumulative nature of brokerage intertwines with gender disparities and the unequal distribution of success in physics.

Quantitative Science Studies
Universidad Autónoma de la Ciudad de México (MX), Central European University (AT), Graz University of Technology (AT), Complexity Science Hub (AT), Tampere University (FI), Universidad Nacional Autónoma de México (MX)
Gender equality
Openalex Percentile: Top 14%
scientometrics and bibliometrics research
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