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The innovation‐export nexus has been extensively explored, while relatively few studies have focused on innovation's impact on firms' export survival and the role of export mode. Using a large panel dataset from China, this research empirically explores how innovation impacts firms' export survival, considering export modes. First, we employ the discrete‐time survival analysis model (cloglog) to examine...