数字技术赋能森林生态产品价值实现:作用机制与影响效应OA北大核心CHSSCDCSTPCD
The Value Realization of Forest Ecological Products Enabled by Digital Technology:Action Mechanism and Influential Effect
基于林业要素错配视角,采用 2011-2021 年省级面板数据,构建双重机器学习模型,实证分析南方集体林区数字技术对森林生态产品价值实现效率的影响及其作用机制.研究结果表明:(1)从影响效应上看,数字技术对森林生态产品价值实现效率提升存在显著的促进作用.(2)从作用机理上看,数字技术能够有效缓解林业生产要素错配问题进而推动森林生态产品价值实现效率提升.其中,数字技术缓解资本要素错配效应最强,劳动力错配次之,土地错配最弱.(3)从异质性分析上看,数字技术会因为地区经济发展水平和森林资源富集程度的不同对森林生态产品价值实现效率产生差异性影响.据此,提出了要加快推进数字技术与森林产业深度融合、充分发挥数字技术对生产要素配置作用、因地制宜地探索各地区发展道路的政策建议.
⑴ Background——The value realization of forest ecological products is a powerful means for the transfor-mation of"Two Mountains"and solving the contradiction between economic development and ecological environ-ment.However,factors misallocation,information asymmetry,low efficiency of labor production and other prob-lems restrict the value realization of forest ecological products.Digital technology has the characteristics of perme-ability,substitutability and synergy,which can be widely embedded in various economic production activities and alleviate the constraints in the process of realizing the value of forest ecological products. ⑵ Methods——Based on the panel data of 10 provinces in the southern collective forest areas from 2011 to 2021,the entropy weight method was used to evaluate the development level of digital technology in each prov-ince,and the super-efficiency SBM model was used to estimate the realization efficiency of the value of forest ec-ological products.This paper selected the development level of digital technology as the core explanatory varia-ble,the value realization efficiency of forest ecological products as the core explained variable,and the misallo-cation of forestry capital,forestry labor forces and forestry land as the mechanism variable,and selected some in-dicators from the three aspects of natural conditions,economic development and social development as the control variables.The double machine learning model and intermediary effect model were used to empirically analyze the impact of digital technology on the value realization efficiency of forest ecological products and its mechanism in the southern collective forest areas. ⑶ Results——First,digital technology has a significant positive impact on the value realization efficiency of forest ecological products,and its regression coefficient is 2.1324,and the conclusion remains unchanged after the robustness and endogeneity tests.Second,digital technology can improve the efficiency of realizing the value of forest ecological products by effectively alleviating the misallocation of forestry production factors.Among them,digital technology has the strongest effect on alleviating capital factor misallocation,followed by labor mis-allocation,and land misallocation is the weakest.Third,there is heterogeneity in the efficiency of digital technol-ogy in realizing the value of forest ecological products.The higher the level of regional economic development and the enrichment degree of forest resources,the stronger the promotion effect of digital technology on the value real-ization efficiency of forest ecological products. ⑷ Conclusions and Discussions——Based on the above conclusions,the following policy suggestions are put forward:First,accelerate the deep integration of digital technology and forest industry.Strengthen the penetration of digital technology into all aspects of the social reproduction of forest ecological products,accelerate the construction of forestry application scenarios such as digital forest farms,smart villages,and forestry Internet of Things,etc.,and make every effort to create a new highland for the digital development of the forestry indus-try.Second,give full play to the role of digital technology in the allocation of production factors.Break the barri-ers of the flow of urban and rural factors,smooth the channels for the flow of capital factors,activate the circula-tion of labor market,and improve the efficiency of land use to enhance the dynamics of the endogenous develop-ment of forestry.Third,the collective forest areas with different economic and natural endowments should take precise measures according to local conditions.
林青青;钟海霞;陈鎏鹏;卢素兰
福建农林大学 乡村振兴学院,福州 350002福建农林大学 经济与管理学院,福州 350002福建农林大学 经济与管理学院,福州 350002||国家林业和草原局 集体林业改革发展研究中心,福州 350002
经济学
数字技术森林生态产品价值实现效率要素错配
digital technologyforest ecological productsvalue realization efficiencyfactors misallocation
《林业经济问题》 2024 (004)
357-367 / 11
国家社科基金一般项目(23BGL201)、福建农林大学科技创新专项基金项目(CXZX2021007)
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