“…When encountering environmental issues, the positive externalities bring benefits to pollution abatement in two aspects—on the one hand, agglomeration can reduce firms' abatement cost; on the other hand, agglomeration can increase firms' abatement willingness. The positive externalities of economic agglomeration can induce the generation of new knowledge and technologies, as well as the transmission of information and skills, through intermediate input sharing, labor pooling and knowledge spillover (Chen et al., 2020; Liu et al., 2020; Zhou et al., 2019), which could motivate green innovation and lower the abatement cost. The agglomeration of industrial activities can facilitate centralized treatments of pollutants, achieve scale effects in pollution abatement and reduce the cost (Copeland & Taylor, 2004; Zhou et al., 2019).…”