Innovation peer effects and institutional cross-ownership

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Authors: Grace Qing Hao, Keming Li
Cited by: 1
References: 47

Abstract

Purpose We examine whether industry peers influence a firm’s innovation output and whether institutional cross-ownership is an important mechanism behind the peer effect. Design/methodology/approach We address endogeneity using two complementary identification strategies: (1) peer firms’ lagged idiosyncratic equity returns as an instrument for peer innovation and (2) staggered changes in state-level corporate income tax rates as a quasi-natural experiment. Innovation output is measured using patent counts. We estimate negative binomial models and implement a two-step control function approach. Heterogeneity analyses examine the moderating roles of institutional cross-ownership, information uncertainty and industry competition. Findings We find evidence of positive peer effects on innovation output. Effects are stronger when peers share institutional blockholders, when uncertainty is higher and in more competitive industries. Patent citation flows indicate greater knowledge transfer among cross-owned peers. Originality/value We are the first to show that institutional cross-ownership strengthens industry peer effects on innovation output by facilitating information spillovers, offering new evidence on how common owners shape real corporate outcomes.

Fields of Study & Subjects

Corporate Finance and Governance Corporate Taxation and Avoidance Innovation Policy and R&D

Publication details

Journal / source
Managerial Finance
Publisher
Emerald
Volume
52
Issue
7
Pages
1236–1252
Publication date
22 January 2026
Language
EN