中国宏观层面全要素生产率测算及国际比较

China’s Total Factor Productivity: Estimation and Global Comparison

  • 摘要: 本文测算了1997—2021年中国宏观层面全要素生产率(简称TFP)的增长率和贡献率,并与美国进行了比较分析。分析发现,中国TFP的增长率和贡献率在2007年前呈单边上升趋势,此后呈V形走势;受2008年国际金融危机和2019年新冠疫情的影响,2010、2011和2020年TFP增长率处于低点;2012年后TFP的贡献率恢复明显,2015年后已普遍高于2006年前。中国TFP增长率普遍高于美国,但危机后中美差距有所缩小;美国TFP贡献率在危机前基本高于中国,但危机后,特别是2012年以来中国在大多数年份都已超过美国,且恢复更快。中美TFP走势分化主要是由于技术创新发展和产业结构转型存在阶段性差别,以及中国市场化改革和研发创新投入等带来的改革创新红利。为持续提高全要素生产率,本文建议继续深化市场化改革、加快高水平开放,不断建设以实体经济为支撑的现代化产业体系。

     

    Abstract: As China’s economic growth is set to depend more on innovation and less on the growth of factors,increasing total factor productivity (TFP) becomes more important and urgent for the realization of high-quality development in the new development stage.The paper aims to estimate the growth rate of China’s TFP and its contribution rate to economic growth,and compare them with the U.S.economy.We use the method of Tornqvist index in the growth accounting framework,following the practices conducted by OECD,BLS and PWT.To accurately estimate TFP,we instead use the capital services,other than capital stock,to measure capital input,and also use the time spent,other than employment,to measure labor input.We also investigate the role of heterogeneity of labor input and various measures of labor income share in TFP estimation.
    The papers focus on the period from 1997 to 2021 because of the availability and the quality of data.The time span of twenty-five years can reveal the long-run trend of China’s TFP.We find that the growth rate and the contribution rate of China’s TFP rose constantly before 2007 and showed  a V-shaped trend after.The growth rates in 2010,2011 and 2020 were among the lowest,due to the global financial crisis and the shock of Covid-19.The contribution rate recovered rapidly after 2012,and was mostly larger than that in 2006 after 2015.The growth rate of China’s TFP was higher than the U.S.in most  years,but their gap narrowed after the crisis.The contribution rate of China’s TFP to growth was lower than the U.S.before the crisis,then rose to surpass the U.S.in most of years after the crisis.The differences in the trends of TFP growth between China and the U.S.can be largely attributed to the differences in development stages of technology,innovation and structural transformation.Because the growth dividends from the scientific and industrial revolution were released earlier in the U.S.,and the rise of services with lower TFP growth was more salient in the U.S.,the TFP growth in the U.S.declined significantly.Moreover,China’s growth dividend from market-oriented reform and R&D investment was also an important contributor,as it increased the efficiency of factor allocation and utilization.
    To achieve steady TFP growth,China should continue the market-oriented reform and high-level opening,and build modern industrial system supported by the real economy.First,deepening market-oriented reform could release the reform dividend for growth.We suggest China should further reform its factor markets,especially in labor market,land market and capital market,to optimize factor allocations between sectors and regions to increase factor efficiency.Second,accelerating high-level opening could enhance China’s comparative advantage in the global supply chain.We suggest China should further advocate a new wave of globalization to gain more growth momentum,and steadily open up its financial market,services and digital economy to draw more foreign investors.Third,building modern industrial system supported by the real economy could spur the process of innovation and technological change.We suggest China should stabilize the share of manufacturing,seize the opportunities presented by the new round of industrial revolution,enhance the technological innovation capacity,and promote changes in the whole industrial systemin terms of quality,efficiency and driving force.
    The paper conducts a more accurate and rigorous empirical study on the estimation of China’s productivity growth,which offers more facts and evidence for China to recognize its trends of economic growth and structural transformation,and also derives corresponding policy implications for China to better promote high-quality economic development.

     

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