Broker network connectivity and the cross-section of expected returns

Abstract We examine the systematic impact of broker network connectivity on future returns in an order-driven market. For all stocks traded in Borsa Istanbul between March 2005 and November 2015, we estimate network density, reciprocity, and average weighted clustering coefficients as proxies for the broker network connectivity. Our results indicate a negative and significant predictive relationship between connectivity and one-month ahead returns. Stocks in the lowest connectivity quintile earn 1.2% - 1.8% monthly return premiums. We further identify an economic mechanism as to why investors demand a premium for holding stocks with sparse broker networks through intraday panel regressions. Our results suggest that broker connectivity is associated with lower adverse selection risks, even for order-driven markets where intermediaries are assumed to be passive agents.

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Publication Details

Journal
Annals of Operations Research
Published
2026-03-13
DOI
https://doi.org/10.1007/s10479-026-07082-4
Primary Topic
Financial Markets and Investment Strategies
Type
article
Field-Weighted Citation Impact
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article

Broker network connectivity and the cross-section of expected returns

Müge Demir, Murat Tiniç, Ahmet Şensoy, Duc Khuong Nguyen
Annals of Operations Research
Financial Markets and Investment Strategies
article

Broker network connectivity and the cross-section of expected returns

Müge Demir, Murat Tiniç, Ahmet Şensoy, Duc Khuong Nguyen
article en

Abstract

Abstract We examine the systematic impact of broker network connectivity on future returns in an order-driven market. For all stocks traded in Borsa Istanbul between March 2005 and November 2015, we estimate network density, reciprocity, and average weighted clustering coefficients as proxies for the broker network connectivity. Our results indicate a negative and significant predictive relationship between connectivity and one-month ahead returns. Stocks in the lowest connectivity quintile earn 1.2% - 1.8% monthly return premiums. We further identify an economic mechanism as to why investors demand a premium for holding stocks with sparse broker networks through intraday panel regressions. Our results suggest that broker connectivity is associated with lower adverse selection risks, even for order-driven markets where intermediaries are assumed to be passive agents.

Annals of Operations Research
Bilkent University (TR), Middle East Technical University (TR), Prague University of Economics and Business (CZ), Vinci (France) (FR), European Investment Bank (LU), Vrije Universiteit Amsterdam (NL)
Openalex Percentile: Top 25%
Financial Markets and Investment Strategies
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