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Interestingly, network analysis can reveal significant gaps between who the official leaders are and who is informally exercising leadership in the organization. For instance, research has shown that there is little overlap between individuals who are acting as the main agents of innovation—by generating ideas and proactively translating creative initiatives into actual innovations—and those with a formal innovation leadership role.