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Taking Over the Size Effect: Asset Pricing Implications of Merger Activity

Journal of Financial and Quantitative Analysis 2024 59(2), 690-726
We show that merger announcement returns account for virtually all of the measured size premium. An empirical proxy for ex ante takeover exposure positively and robustly relates to cross-sectional expected returns. The relation between size and expected returns becomes positive or insignificant, rather than negative, conditional on this takeover characteristic. Asset pricing models that include a factor based on the takeover characteristic outperform otherwise similar models that include the conventional size factor. We conclude that the takeover factor should replace the conventional size factor in benchmark asset pricing models.

Gender Pay Gap and Cultural Values

Journal of Financial and Quantitative Analysis 2026 61(1), 511-546 open access
Employing a cross-country sample, we examine how a population’s underlying cultural values help explain gender compensation variation across corporate executives. The results show that the cultural differences, embedded in societies long before the board’s compensation decisions, have significant explanatory power for the observed gender gap in executive compensation. Using an Oaxaca–Blinder decomposition combined with variables previously shown to be fundamental determinants of executive compensation, we find that adding cultural measures increases the model’s explanatory power of the gender compensation gap from 44% to 95%. We use further identification strategies to support causal inference.