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The “home bias” of corporate subsidiary locations

Journal of Corporate Finance 2020 62, 101591
Analyzing hand-collected data on the corporate subsidiary locations of all publicly listed firms in China, we find that “hometown firms,” firms headquartered in the hometown of the key political leaders of the province, set up more subsidiaries in their home provinces. This effect is stronger for hometown firms that are non-state owned or without political connections, and more prominent in a political turnover year and the previous year. After a hometown firm sets up more subsidiaries in a key political leader's home province, the firm will enjoy more preferential government policies such as those related to subsidies and taxes. We find evidence consistent with the positive externalities of these subsidiaries for other firms in the cities where they reside, i.e., local firms. The number of these subsidiaries is also positively associated with the local employment rate. Various causality tests and robustness checks confirm the validity of our results. Our results provide some of the first evidence on the importance of corporate subsidiary locations, showing political geography significantly influences corporate geography.

Smokestacks and the Swamp

Review of Financial Studies 2026 open access
We examine whether politicians affect local firms’ industrial pollution, and whether such effects are transmitted through plant-level networks to affect pollution in other regions. We first document that close Democrat wins in U.S. congressional races are associated with lower emissions and higher abatement at the plant level, especially when politicians have strong pro-environmental preferences. We also find evidence of reallocation: firms shift emissions away from areas represented by Democrats. However, reallocation is imperfect: firm-level costs are higher and market-to-book ratios lower if firms’ representation is more Democratic. Lower pollution-related illnesses around plants in Democratic districts suggest pass-through effects on local communities.

Confucianism, successor choice, and firm performance in family firms: Evidence from China

Journal of Corporate Finance 2021 69, 102023 open access
This study examines the nexus between Confucianism, the choice of the leadership successor, and firm performance in family firms in China. It provides original evidence that firm founders who are deeply influenced by Confucianism have a higher likelihood of choosing a family member or a guanxi-connected nonfamily member as the successor. Moreover, family/guanxi-connected successors have a positive effect on firm performance compared with their counterparts outside of the family/guanxi circle. One underlying reason is that, affected by Confucianism, only the family/guanxi-connected successors can acquire the founder's specialized assets via pre-succession internal managerial experience, which, in turn, enables them to outperform other successors.

The effect of labour protection laws on the relationship between leverage and wages

Journal of Banking & Finance 2023 148, 106722 open access
Previous research has shown that leverage has a positive effect on wages. Using US state-level labour protection laws as an exogenous shock, we find that the adoption of the law alleviates the effect of leverage on wages. We show that the mitigating effect on the leverage-wage relationship is more pronounced for firms with strong employee bargaining power. Our study highlights the positive role played by labour protection laws in lowering firms’ labour costs and improving their financial flexibility, which complements the literature and advances our understanding of the broad implications of labour protection laws.