Digital finance and misallocation of resources among firms: Evidence from China

The resources misallocation among firms is serious in China, our calculation shows it has resulted in the total factor productivity (hereafter, TFP) loss of over 200% and has been gradually increasing in recent years, based on the firm-level data from National Tax Survey database from 2007 to 2016. This paper further investigates empirically the impact of digital finance on resources misallocation, by measuring resources misallocation with firm’s capital deviation and labor deviation, as well as measuring digital finance with the number of searches for fintech keywords on Baidu's webpage. Results suggest that digital finance can significantly mitigate resources misallocation among firms to improve the aggregate TFP by redistributing resources from over-resourced firms to under-resourced firms, although it cannot improve the TFP within a representative firm. The findings remain robust after addressing the endogeneity and using alterative variables of digital finance and value of labor output elasticity. Moreover, digital finance can rectify the credit-market discrimination, where its mitigating effect on resources misallocation prefers to non-state-owned firms and small and medium-sized firms. However, traditional finance, as measured by the number of offline bank branches, can also optimize resources allocation, but this effect is gradually diminishing and it also fails to rectify the credit discrimination.     

改革开放以来中国经济增长动力转换的时空特征

基于中国1978~2012年的省级面板数据,采用检验后的超越对数生产函数的随机前沿模型,利用两套资本存量核算方法,对中国经济增长动力的来源及其时空特征进行分析,并对2008年金融危机的4万亿元投资政策进行了效率评价。研究结果表明,中国属于典型的投资主导型经济,资本投入是中国经济增长持续稳定的最主要来源,TFP贡献率呈现逐年下降的趋势;中国经济增长动力由改革开放初期的资本、劳动力和TFP三驾马车平衡拉动,形成了现阶段的资本投入与TFP反向角力态势;区域经济差距主要源于资本投入与TFP双重差异,但TFP差异是最重要因素;4万亿元经济刺激政策下中国经济复苏属于典型的“投资主导型复苏”,是以牺牲中国生产率为代价的,TFP在2008年后呈现断崖式下降,平均拉低中国TFP达0.23~0.32个百分点。     

Public infrastructure as a determinant of productive performance in China

Public infrastructure investment is an essential part of China’s regional development policy. This raises the question to what degree public infrastructure capital matters for labor productivity in China, at the regional level as well as over time. This paper estimates cost function models of production in industrial enterprises, using province-level data from 1993 to 2003. The estimated rate of return in industrial production is 23–25%, and on average public infrastructure contributes 2–3% points to the growth in labor productivity among these enterprises.     

技术效率、技术进步、要素积累与中国农业经济增长——基于SFA的经验分析

本文运用随机前沿方法,将1988～2009年中国省份的农业劳动生产率变化分解为农业技术效率变化、技术进步、物质性要素投入变化和人力资本积累四个来源,分析了它们对中国农业经济增长的影响。结果表明,自1988年以来,技术进步、物质性要素投入变化和人力资本积累在总体上都促进了中国省份农业劳动生产率的增长,而技术效率变化却阻碍了大部分省份的增长,但总的来说,技术进步和技术效率变化的共同作用对增长的贡献还是最大的。     

Household wealth accumulation and portfolio choices in Korea

This paper constructs a quantitative lifecycle model with uninsurable labor income and housing return risk to investigate how Korean households make saving and portfolio decisions. The model not only incorporates the special roles housing plays in the portfolio of households: collateral, a source of service flows, as well as a source of potential capital gains or losses, but also adds to existing models of wealth accumulation some unique institutional features present in Korea, namely the rental system (‘chonsae’) and the lack of a mortgage system. When the model is calibrated to match the Korean economy, several key features of the data are better able to be reproduced. The paper also analyzes the role of institutional features by comparing several alternative housing market arrangements to assess their impact on wealth accumulation, portfolio choices, and homeownership. A 10 percentage points reduction in down-payment requirement is associated with approximately 1 percentage point increase in the aggregate homeownership ratio in Korea. Lower down-payment also increases the fraction of aggregate wealth held in housing assets but lowers aggregate net worth with mixed demographic implications.     

Information technology and U.S. productivity growth: evidence from a prototype industry production account

The rapid productivity growth in the US during the Information Age, prior to the dot-com bust in 2000, and the large contribution of the IT producing sector, is well known. Less known are the sources of the surprisingly rapid TFP growth during the slow growth period after 2000. We construct an account of US economic growth by aggregating over detailed industries using a new data set based on the NAICS classification. We find that, post 2000, TFP originating from the IT-Producing sector decelerated relative to the IT boom, but still accounted for 40% of aggregate productivity growth. This deceleration was counterbalanced by the contribution from IT-Using sectors, which buoyed aggregate TFP growth to almost the same rate as the 1995–2000 period. For aggregate GDP, the contributions to the growth rate of 2.8% during 2000–2007 were: capital input (1.7% points), labor input (0.4) and TFP (0.7).     

资本市场扭曲对城市全要素生产率的影响研究——基于规模和技术视角

在创新驱动发展的背景下,资本市场化改革有助于提高资本配置效率,进而对全要素生产率产生影响。基于中国城市相关数据,利用生产函数法和随机前沿估计法测算资本市场扭曲,并利用DEA-Malmquist指数法对城市全要素生产率进行分解,从规模和技术视角切入,实证分析了资本市场扭曲对城市规模效率、技术效率和全要素生产率的影响。研究发现,资本市场扭曲增加对规模效率具有正向影响,对技术效率和全要生产率具有负向影响。反事实分析结果显示,当消除资本市场扭曲后,从全国层面看,规模效率平均下降0.54%,技术效率平均上升4.25%,全要素生产率平均上升1.54%。     

全要素生产率与人力资本--基于中国经验数据的实证研究（1979-2010）

本文旨在运用中国数据（1979-2010）检验全要素生产率与人力资本之间存在的经验关系,其研究价值在于首次以较完整数据来总结两者30年来的互动发展。首先运用Malmquist指数法和Cobb-Douglas生产函数推导法估算出该期间中国全要素生产率的贡献率,然后以社会平均教育年限及公共教育经费占GDP比重作为人力资本代表指标,运用计量方法进行实验检验。结果发现,社会教育年限的提高有助于全要素生产率的增加,公共教育经费规模也是影响全要素生产率的重要因素。     

Human capital contributions to explain productivity differences

This paper develops a parametric decomposition framework of labor productivity growth relaxing the assumption of labor-specific efficiency. The decomposition analysis is applied to a sample of 121 developed and developing countries during the 1970–2007 period drawn from the recently updated Penn World Tables and Barro and Lee (A new data set of educational attainment in the world 1950–2010. NBER Working Paper No. 15902, 2010) educational databases. A generalized Cobb–Douglas functional specification is used taking into account differences in technological structures across groups of countries to approximate aggregate production technology using Jorgenson and Nishimizu (Econ J 88:707–726, 1978) bilateral model of production. The measurement of labor efficiency is based on Kopp’s (Quart J Econ 96:477–503, 1981) orthogonal non-radial index of factor-specific efficiency modified in a parametric frontier framework. The empirical results indicate that the weighted average annual rate of labor productivity growth was 1.239 % over the period analyzed. Technical change was found to be the driving force of labor productivity, while improvements in human capital and factor intensities account for the 19.5 and 12.4 % of that productivity growth, respectively. Finally, labor efficiency improvements contributed by 9.8 % to measured labor productivity growth.     

Public infrastructure,input efficiency and productivity growth in the Canadian food processing industry

Canadian food processing is an important manufacturing industry, accounting for 13 percent of shipments. By its nature food processing depends on infrastructure capital. Our objective is to estimate infrastructure’s effects on input requirements, cost and productivity. The increase in capital and decrease in materials were respectively 2.5 and 3 times greater than the −0.07 infrastructure elasticity of labor. Infrastructure investment was cost-reducing by inducing reductions in employment and intermediate inputs. A 1 percent increase caused cost to decline by 0.16 percent. Infrastructure capital was a major contributor to productivity, annually contributing 0.5 percentage points. This was nearly double TFP growth.