The impact of R&D effort on business model innovation: Evaluating chain mediation through collaboration breadth and depth.
The impact of R&D effort on business model innovation: Evaluating chain mediation through collaboration breadth and depth.
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DOI：
10.1371/journal.pone.0286715
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发表时间：
2023
期刊：
影响因子：
3.7
通讯作者：
中科院分区：
文献类型：
--
作者：
借助一个新颖的理论框架，我们依次探讨了研发努力通过外部合作广度和合作深度对商业模式创新的影响。运用层次回归分析和链中介分析方法，对94家中国创新型企业样本进行了实证分析。结果表明，R&D努力对商业模式创新有正向影响。其影响机制是研发努力正向影响外部合作广度，进而正向刺激外部合作深度，最终有利于商业模式创新的实施。因此，外部协作的广度和深度起到链条中介作用。这项研究为理解研发努力、外部合作和商业模式创新之间的关系提供了一个新的框架。它将企业的内部行为(R&D)和外部行为(协作)结合起来，建立一个由内而外的预测商业模式创新的机制。丰富了商业模式创新的理论。它还为管理者和政府优化创新驱动发展的政策提供了见解。
Drawing on a novel theoretical framework, we explored the impact of research and development (R&D) effort on business model innovation via external collaboration breadth and collaboration depth in sequence. We empirically analyzed a sample of 94 Chinese innovative enterprises by applying hierarchical regression analysis and chain mediation analysis. The results indicate that R&D effort positively influences business model innovation. The influencing mechanism is that R&D effort positively affects external collaboration breadth, which in turn positively stimulates external collaboration depth, and ultimately benefits the implementation of business model innovation. Therefore, the breadth and depth of external collaboration play a chain-mediating role. The study develops a new framework for understanding the relationship between R&D effort, external collaboration, and business model innovation. It combines enterprises’ internal behavior (R&D) and external behavior (collaboration) to establish an inside-out mechanism for predicting business model innovation. It enriches the theory of business model innovation. It also provides insights for managers and governments to optimize policies in innovation-driven development.
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