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公共数据开放对地方财政收入质量的影响研究OACHSSCD

The Impact of Public Data Openness on the Quality of Local Fiscal Revenue

中文摘要英文摘要

公共数据开放作为释放数据要素价值的关键制度安排,为提升地方财政收入质量开辟了新的路径.为此,基于 2010-2024 年全国省级面板数据,采用双重机器学习方法系统探究公共数据开放对地方财政收入质量的影响效应与作用机制.结果表明:公共数据开放显著提升了地方财政收入质量,且在政府透明度较高的地区更为明显;公共数据开放通过促进产业结构升级与驱动数字经济发展间接提升地方财政收入质量.拓展性分析表明:公共数据开放质量不同维度对财政收入质量提升的效应呈现异质性,公共数据开放对财政收入质量不同维度的影响也具有差异.鉴于此,应以制度创新驱动公共数据开放,以平台升级夯实数据底座,以质量提升激活数据潜能,加快形成数据赋能财政提质增效的新路径.

As a key institutional arrangement for unlocking the value of data elements,public data openness has opened up a new path for enhancing the quality of local fiscal revenue.To this end,based on the provincial panel data from 2010 to 2024,this paper systematically explores the impact effect and mechanism of public data openness on the quality of local fiscal revenue using a dual machine learning ap-proach.The research results show that public data openness significantly improves the quality of local fiscal revenue,and this effect is more pronounced in regions with higher government transparency.Pub-lic data openness indirectly enhances the quality of local fiscal revenue by promoting industrial structure upgrading and driving the development of the digital economy.Extensive analysis indicates that different dimensions of public data openness quality have heterogeneous effects on improving the quality of fiscal revenue,and the impact of public data openness on different dimensions of fiscal revenue quality also va-ries.In view of this,we should drive public data openness through institutional innovation,strengthen the data foundation through platform upgrades,activate the potential of data through quality improve-ment,and accelerate the formation of a new path where data empowers fiscal quality and efficiency en-hancement.

郭青华;张平;陈鑫鹏

天津商业大学 经济学院,天津 300134天津财经大学 财税与公共管理学院,天津 300221河南财经政法大学 统计学院,河南 郑州 450046

管理科学

公共数据开放地方财政收入质量规模成长性

public data opennessquality of local fiscal revenuescale growth potential

《财经理论与实践》 2026 (5)

51-59,9

国家社会科学基金后期资助项目(23FJYB007)河南省软科学研究计划项目(262400410196)2026年天津市社科界"十百千"主题调研活动项目成果

10.16339/j.cnki.hdxbcjb.2026.05.007

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