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This paper examines the necessary and sufficient influence of the innovation environment, which incorporates various innovation variables, on IGTFP from a configurational standpoint. This paper utilizes fuzzy qualitative comparative analysis and necessary condition analysis methodologies. A total of 11 models are found to be driven by the innovation environment for IGTFP. Technological output is necessary for IGTFP and thus a fundamental factor in various models. The effects of wages and human capital on IGTFP are also relatively significant. Longitudinally, there is no consistent innovation environment-driven model. This paper reveals the intricate associations between the innovation ecosystem and IGTFP while elucidating the mechanism of variable effects on IGTFP influenced by varying spatio-temporal environments, which significantly amplifies current comprehension of the mean effect link between the two. Concurrently, the article furnishes methodological direction for subsequent investigation into the complexity of the relationships between relevant variables.
Jiekuan Zhang (Tue,) studied this question.