数据因素对中国农业绿色总因子生产率的影响
Guoqun Ma1,2, Ruimin Qin1, Shuangcheng Lei3
1School of Economics and Management, Guangxi Normal University, Guilin, 541006, China.
Scientific reports
|August 26, 2025
概括
数据元素显著提高了中国的农业绿色总因子生产率. 这促进了劳动力转移,最佳规模管理和技术创新,特别是在西部地区.
科学领域:
- 农业经济学
- 环境科学
- 数据科学
背景情况:
- 农业绿色总因子生产率 (AGTFP) 对于可持续发展至关重要.
- 数据元素为提高农业效率和可持续性提供了未开发的潜力.
- 了解数据元素的影响对于制定中国农业政策至关重要.
研究的目的:
- 调查数据元素对中国的AGTFP的影响.
- 分析数据元素影响AGTFP的基本机制.
- 检查数据元素对AGTFP的影响的区域异质性.
主要方法:
- 分析了2010年至2022年中国30个省份的数据.
- 应用固定效应模型来评估这种关系.
- 强度和内源性测试以验证发现.
- 异质性分析,包括"胡华洋线"划界.
主要成果:
- 数据显示对AGTFP有显著的积极影响.
- 机制包括促进劳动力非农业转移,增强最佳规模管理,推动农业技术创新.
- 西部地区和"胡华永线"东南侧的影响更为明显.
结论:
- 数据元素是改善中国AGTFP的关键驱动因素.
- 政策建议侧重于数据基础设施,农业生产率提升和定制的区域战略.
- 促进数据元素的利用对于绿色和可持续的农业增长至关重要.
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