The product composition of bilateral trade encapsulates complex relationships about comparative advantage, global production networks, and domestic politics. Despite the availability of product-level trade data, most researchers rely on either the total volume of trade or certain sets of aggregated products. In this article, we develop a new dynamic clustering method to effectively summarize this massive amount of product-level information. The proposed method classifies a set of dyads into several clusters based on their similarities in trade profile—the product composition of imports and exports—and captures the evolution of the resulting clusters over time. We apply this method to two billion observations of product-level annual trade flows. We show how typical dyadic trade relationships evolve from sparse trade to interindustry trade and then to intra-industry trade. Finally, we illustrate the critical roles of our trade profile measure in international relations research on trade competition. 相似文献
Utilizing national migration data regarding the outbreak of the novel coronavirus (2019-nCoV), this paper employs a difference-in-differences approach to empirically analyze the relationship between human mobility and the transmission of infectious diseases in China. We show that national human mobility restrictions ascribed to the first-level public health emergency response policy effectively reduce both intercity and intracity migration intensities, thus leading to a declining scale of human mobility, which improves the effectiveness in controlling the epidemic. Human mobility restrictions have greater influences on cities with better economic development, denser populations, or larger passenger volumes. Moreover, mobility restriction measures are found to be better implemented in regions with increased public awareness, or with provincial leaders who have healthcare crisis management experience, local administrative experience, or the opportunity to serve a consecutive term.
Public responsiveness, or bureaucratic responsiveness to citizen demands, is central to public administration theories. It is a key concept regarding the appropriate role of bureaucracy and professional administrators in a democratic political system. By exploring the complexity of the concept, this article proposes a pragmatic model as an alternative to the two mainstream models of understanding public responsiveness. The theoretical implication of the pragmatic model is also discussed. Future research should address administrators’ instrumental concerns in fostering public responsiveness. 相似文献
Turnover intention is an important yet underexamined concept in local government studies. Although the association between council–manager conflict and managerial turnover intention is well documented, the underlying mechanisms have not yet been elucidated. This study fills this research gap by analysing two variables in the relationship: organizational job embeddedness and cooperative context. Results from partial least squares structural equation modelling (PLS-SEM) reveal that organizational job embeddedness mediates the link between task conflict and managerial turnover intention. The results also indicate that a cooperative context can moderate the negative indirect relationship between council–manager task conflict and managerial turnover intention. 相似文献