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Innovation is widely recognized as a critical driver of socio-economic development, drawing sustained attention from both scholars and policymakers. Yet despite extensive research, a systematic and comparative understanding of how innovation studies have evolved across time and space remains limited. This study employs a bottom-up strategy using topic modeling to trace the thematic evolution of in
