哪些因素对中国经济增长至关重要?基于DEA和面板数据的研究

Miao Fu
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摘要

本文采用DEA - Malmquist方法估算了中国经济的全要素生产率。然后用生产率作为增长模型中技术进步的代表。增长模型基于省级面板数据,分析了资本、劳动力、技术、全球化、市场化和基础设施对经济增长的影响。研究发现,2002年以后,中国经济生产率达到正增长率,对经济增长具有正的较大产出弹性(0.54)。技术变革是生产力增长的主要贡献者。然而,技术效率在重点期并没有明显的增长。分析还表明,过去几年中国经济增长主要由资本驱动,产出弹性最大,为0.61,资本形成增长率较高。劳动力弹性也非常大,为0.47,部分原因是农村劳动力从农业部门向工业部门的迁移以及劳动力质量的提高。基础设施对经济增长也有积极影响。全球化、市场化和FDI的影响是微不足道的。
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What Factors are Crucial to Chinese Economic Growth? A Study Based on DEA and Panel Data
This paper estimates total factor productivity of Chinese economy with a DEA Malmquist approach. The productivity is then used as a representative of technological progress in a growth model. The growth model analyse the effects of capital, labour, technology, globalisation, marketization and infrastructure on economic growth, based on provincial panel data. It is found that after 2002, productivity of Chinese economy reaches a positive growth rate and has a positive and relatively large output elasticity (0.54) for the economic growth. Technical change is a major contributor to the productivity growth. However, technical efficiency does not demonstrate significant growth during the focal period. The analysis also reveals that Chinese economic growth in the past years was mainly capital-driven, with a largest output elasticity of 0.61 and high growth rates of capital formation. The elasticity of labour, 0.47, is significantly large too, partially due to the migration of rural workers from agricultural sectors to industrial sectors and the improvement of labour quality. Infrastructure also has a positive impact on economic growth. The impacts of globalisation, marketization and FDI are insignificant.
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