This paper investigates the effect of trade union structure on firms' technological choices when unions care about environmental protection. We compare a decentralized with a centralized union structure in a Cournot duopoly. Our results suggest that a decentralized structure provides higher incentives for the investment in cleaner technologies, although emissions may be lower under a centralized structure. The effect of the environmental damage parameter on wages and output may be non-monotonic.