数实融合对农业企业生态创新的影响研究OA
The Impact of Digital-real Integration on the Eco-innovation of Agricultural Enterprises:A Case Study of the Beijing-Tianjin-Hebei Region
在高质量发展背景下,数实融合及其对农业企业生态创新的影响已成为重要议题.基于数实融合与生态创新理论,以京津冀地区农业企业为研究对象,通过问卷调查收集了330份有效微观数据,综合运用熵值法与有序多分类Logit回归模型,系统探讨了数实融合对农业企业生态创新水平的影响机制.研究发现:第一,数实融合对京津冀农业企业生态创新具有显著正向影响,并在产业链各环节呈现差异化特征:农业生产数字化中农业生产机械化影响最为显著,农业流通数字化中农产品追溯影响最为显著,农业营销数字化中农产品营销影响最为显著.第二,数实融合对农业企业生态创新的影响存在行业异质性,对于农林牧渔服务业、非食用及食用类农林牧渔产品,其关键影响因素因生产特性、要素需求与市场导向的差异而各不相同.第三,数实融合对农业企业生态创新的影响存在区域异质性,北京市受农业生产信息化与规模化影响显著,河北省受农产品追溯、生产机械化与品牌化影响最为显著,天津市因产业形态特殊未发现显著影响.研究拓展了数实融合的微观与区域边界,为农业企业优化数实融合路径、京津冀政府制定差异化支持政策提供了理论依据与实践参考.
In the context of China's high-quality development strategy,the digital and real economies("digital-real integration")has become a core driver of agricultural green transforma-tion.Grounded in the theoretical paradigms of digital-real integration and ecological innovation,this study selects agricultural enterprises in the Beijing-Tianjin-Hebei(BTH)region as its re-search subjects.Utilizing a questionnaire survey,we collected 330 valid micro-level datasets.By integrating the entropy weight method with an ordered multinomial logit regression model,we systematically analyze the impact mechanism of digital-real integration on the ecological innova-tion levels of the sampled enterprises.The empirical findings reveal several key insights.First,digital-real integration exerts a significantly positive driving effect on the ecological innovation of BTH agricultural enterprises,though this effect is heterogeneous across different segments of the agricultural digitalization chain.In the production segment,agricultural mechanization dem-onstrates the strongest driving force.Second,the driving effect displays significant industrial het-erogeneity:core drivers vary substantially across sub-sectors.Brand building is the central driver for the agricultural service industry;scale operation and mechanization are key for the non-edible agricultural product sector;and informatization,quality inspection,and marketing play critical roles for the edible agricultural product sector.Third,there is significant regional heterogeneity within the BTH region.The primary drivers in Beijing are production informatiza-tion and scale operation.In Hebei,they are traceability,mechanization,and brand building.No significant driving factors were identified for Tianjin in our analysis.Furthermore,regarding the dimensions of ecological innovation,ecological culture construction,environmental guarantees,and management coordination exert a more substantial impact than ecological basic resources and technological innovation.Finally,this study proposes targeted suggestions from three as-pects:①agricultural enterprises implementing precise digital investment strategies;②BTH re-gional governments formulating differentiated support policies;③the BTH region building a col-laborative agricultural green-digital innovation ecosystem.
周佳睿;张琪;常皓媛;李华晶
南开大学商学院,天津 300071北京林业大学经济管理学院,北京 100083北京林业大学经济管理学院,北京 100083北京林业大学经济管理学院,北京 100083
管理科学
数实融合生态创新京津冀农业企业熵值法有序多分类Logit回归数字化新质生产力数字经济
digital-real integrationecological innovationagricultural enterprises in the Beijing-Tianjin-Hebei regionentropy methodordered multinomial Logit regressiondigitiza-tionnew quality productivitydigital economy
《创新科技》 2026 (3)
79-92,14
国家社会科学基金后期资助项目"新质生产力赋能绿色低碳循环发展研究:基于京津创新创业生态系统的解析"(25FGLB014).
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