ETF Sampling and Index Arbitrage

Abstract This article shows that exchange-traded funds (ETFs) “sample” their indexes, systematically underweighting or omitting illiquid index stocks. As a result, arbitrage activity between the ETF and its index has heterogeneous effects on underlying asset markets. Using an instrumental variables approach, we find that the trading activity of ETFs reduces liquidity and price efficiency and increases volatility and co-movement for liquid stocks but has no effect on illiquid stocks. Our results demonstrate that the effects of passive investing on asset markets depend on how passive funds replicate their target index.

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Publication Details

Journal
Journal of Financial and Quantitative Analysis
Published
2025-11-05
DOI
https://doi.org/10.1017/s0022109025102378
Citations
2
Primary Topic
Financial Markets and Investment Strategies
Type
article
Field-Weighted Citation Impact
4.42
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article

ETF Sampling and Index Arbitrage

Jonathan Brogaard, Huang Da, Davidson Heath
2 citations
Journal of Financial and Quantitative Analysis
Financial Markets and Investment Strategies
4.42
article

ETF Sampling and Index Arbitrage

Jonathan Brogaard, Huang Da, Davidson Heath
article en
2 citations

Abstract

Abstract This article shows that exchange-traded funds (ETFs) “sample” their indexes, systematically underweighting or omitting illiquid index stocks. As a result, arbitrage activity between the ETF and its index has heterogeneous effects on underlying asset markets. Using an instrumental variables approach, we find that the trading activity of ETFs reduces liquidity and price efficiency and increases volatility and co-movement for liquid stocks but has no effect on illiquid stocks. Our results demonstrate that the effects of passive investing on asset markets depend on how passive funds replicate their target index.

Journal of Financial and Quantitative AnalysisVol. 61(2)
Northeastern University (US), University of Utah (US)
Openalex Percentile: Top 5%
Financial Markets and Investment Strategies
4.42
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