The impact of R&D effort on business model innovation: Evaluating chain mediation through collaboration breadth and depth

PLoS One. 2023 Jun 5;18(6):e0286715. doi: 10.1371/journal.pone.0286715. eCollection 2023.

Abstract

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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • China
  • Commerce*
  • Government
  • Mediation Analysis
  • Research

Grants and funding

The author Dengke Yu was funded by the National Natural Science Foundation of China (Grants No. 71962021). The website of the funder is https://www.nsfc.gov.cn/. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.