Effect of digital ecosystem embeddedness on farmers’ entrepreneurial performance: evidence from China

Data Science and Management Pub Date : 2026-03-01 Epub Date: 2025-06-27 DOI:10.1016/j.dsm.2025.06.004
Yuhua Cao , Yunge Fan , Yumei Wang , Xinyu Liao
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Abstract

Digital ecosystem embeddedness subverts the promotion mechanism of farmers’ entrepreneurial performance; however, related research is scarce. This study constructed a theoretical mechanism model and applied a structural equation model, regression analysis, and bootstrapping to explore the impact of digital ecosystem embeddedness on farmers’ entrepreneurial performance, based on survey data from 592 farmer start-ups in South China and East China. The research finds that digital ecosystem embeddedness has a significant impact on social networks and farmers’ entrepreneurial performance, with social networks acting as a mediator between digital ecosystem embeddedness and farmers’ entrepreneurial performance. Social networks positively affect entrepreneurial learning and resource management, and entrepreneurial learning and resource management positively affect farmers’ entrepreneurial performance. Both entrepreneurial learning and entrepreneurial resource management exert a mediating effect between social network and farmers’ entrepreneurial performance, respectively. Digitalization capability exerts a moderating effect between digital ecosystem embeddedness and social networks. The results show that the promotion mechanism of digital ecosystem embeddedness on farmers’ entrepreneurial performance constructs a new cognitive and resource space for entrepreneurs by rebuilding social networks to provide a combination of continuous learning support and efficient resource aggregation. This study enriches our understanding of the effect of digital ecosystem embeddedness on farmers’ entrepreneurial performance by depicting an integrated mechanism for entrepreneurial performance promotion in a digital context. It also provides practical guidance for farming start-ups to develop sustainable entrepreneurial advantages in a digital context.
数字生态系统嵌入性对农民创业绩效的影响:来自中国的证据
数字生态系统嵌入性颠覆了农民创业绩效的提升机制;然而,相关的研究却很少。本研究基于华南和华东地区592家农户创业企业的调查数据,构建理论机制模型,运用结构方程模型、回归分析和自举法探讨数字生态系统嵌入性对农户创业绩效的影响。研究发现,数字生态系统嵌入性对社会网络和农民创业绩效有显著影响,其中社会网络在数字生态系统嵌入性和农民创业绩效之间起中介作用。社会网络正向影响创业学习和资源管理,创业学习和资源管理正向影响农民创业绩效。创业学习和创业资源管理分别在社会网络与农民创业绩效之间起中介作用。数字化能力在数字生态系统嵌入性与社会网络之间起调节作用。研究结果表明,数字生态系统嵌入对农民创业绩效的促进机制通过重构社会网络,为企业家提供持续学习支持和高效资源聚合的结合,为企业家构建了新的认知空间和资源空间。本研究通过描述数字环境下创业绩效提升的综合机制,丰富了我们对数字生态系统嵌入性对农民创业绩效影响的理解。它还为农业初创企业在数字环境下发展可持续的创业优势提供了实用指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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