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January 6, 2026International Finance0 citations

Analyst Coverage and Commonality in Liquidity: International Evidence

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NTNguyen Tram Anh TranVNVan Ha NguyenBDBao Ngoc Dinh

Key Points

  • This research explores how analyst coverage influences liquidity commonality across different countries.
  • Analyzed an international sample of publicly-listed firms from 53 countries from 2000 to 2019.
  • Used Amihud's illiquidity measure to assess stock liquidity.
  • Calculated liquidity commonality using R2 from regression analysis of liquidity changes.
  • Examined the influence of country-level institutional environments on the results.
  • Identified a negative relationship between analyst coverage and stock's liquidity commonality.
  • The negative relationship is stronger in countries with weaker institutional characteristics.
  • Results remained consistent across different liquidity proxies and analytical methods.

Abstract

ABSTRACT This research investigates the relationship between analyst coverage and liquidity commonality, as well as whether country‐level institutional environments affect this relationship. Our empirical analysis is based on an international sample of publicly‐listed firms from 53 countries over the period of 2000–2019. Amihud's (2002) daily illiquidity measure is employed as a proxy for stock liquidity, whereas the stock's liquidity commonality is calculated by using the R 2 obtained from the regression of the daily change in individual stock liquidity on the daily change in the market's liquidity. We find that analyst coverage is negatively related to the stock's liquidity commonality. Importantly, our further analysis indicates that the negative association between analyst coverage and liquidity commonality is more (less) pronounced in countries exhibiting weaker (stronger) institutional characteristics. Our results remain unchanged when employing the alternative proxy of stock liquidity, different methods to control for endogeneity problems and across subsamples. Our study is one of the first to provide cross‐country evidence on the effect of analyst coverage on commonality in liquidity. As such, our study highlights the important role played by analyst coverage in improving firm information environment in international equity markets.

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Cite This Study

Tran et al. (2026) studied this question.

synapsesocial.com/papers/695d85653483e917927a4dbbhttps://doi.org/10.1111/infi.70018
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