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PurposeStudies on inter-firm relationships have recently shifted their attention from dyadic networks to more globally driven network structures. This condition occurs because embeddedness in global network structures may improve firm innovation and performance. In addition, the improvement of firm innovativeness and performance seems higher when globally networked firms both compete and cooperate between and among them. In this paper, we categorize the simultaneous interplay of cooperation and competition in the global arena as global network coopetition (GNC). Under GNC, multinational enterprises act jointly with their global partners-rivals to improve performance, at the same time by sharing complementary resources (cooperation side) and by undertaking independent actions to enhance their own performance (competition side). This paper aims to expand existing research on network and global coopetition by shedding light on the effects of coopetition between and among firms belonging to global network structures on value capture and innovation performance.Design/methodology/approachUsing a sample of 100 firms belonging to 14 industries organized in 47 global networks of different sizes, the authors conducted a longitudinal empirical study over the period 2000-2014 covering 1,098 observations, 1,717 interfirm relationships and 78 inter-networks linkages. A multiple regression model on panel data with random effects was conducted on the sample of 1,098 observations related to the global automotive industry to test the research hypotheses.FindingsFindings show that GNC enhances firm performance and innovation outcomes. In addition to GNC, structural characteristics such as network size, network position and network diversity have significant positive or negative effects on innovation and performance outcomes of firms belonging to these global network structures.Research limitations/implicationsOur research offers a contribution to the literature dealing with global networked structures’ effects on firm innovation performance. In fact, it effectively complements prior work on outcomes of coopetition between firms embedded in complex network structures. It also advances research in the area by introducing the notion of GNC as a network by which firms can enhance their innovation performance and, therefore, their global innovation performance. This study has some limitations. First, we acknowledge that it is focused only on 14 global coopetitive networks. It could be promising to extend the scope to integrate other networks. Second, our measures of firm actions as based on a content analysis of news reports related to firms. It would be important to complement this data collection by conducting a qualitative analysis (interviews). Atlast, it could be promising to include the study of customer needs in the new product development process.Practical implicationsOur study also offers some insights into the management of coopetition. In fact, by taking into account the existence of a context in which global coopetition networks play a role, managers may be better positioned to effectively deal with the paradox of being a partner of their direct rivals to improve their firms’ innovativeness and, consequently, achieve good performance, on the one hand, and to maintain relationships within several networks by taking into account their structural properties such as centrality and diversity, on the other hand.Originality/valueWe contribute to extant network coopetition literature in two ways. First, we introduce the notion of GNC to detect coopetition occurrence in global network structures. GNC refers to a context where actors in various networks belonging to different industries and geographies cooperate in a one (or more) innovative project/s, while simultaneously keeping on competing within and between their networks. Second, we contribute to network coopetition by analyzing specific GNC effects on firm innovation performance. In so doing, we can provide a deeper analytical understanding of GNC performance effects on firms operating in global network contexts.