Firm-level interactions between exporting and productivity: Industry-specific evidence

This paper investigates interactions between exporting and productivity at the firm level, using a panel of firms in the UK chemical industry. This is both highly technology intensive and the UK’s largest exporting sector. We find exporters are more productive than non-exporters, but are also on average smaller. This superior productivity performance among exporters appears to be caused by both self-selection and learning-by-exporting effects. In contrast to other studies, we find learning effects are significantly positive among new entrants, weaker for more experienced exporters and negative for established exporters. JEL no. F14, D21, L65     

Agglomeration and productivity: Firm-level evidence from China's textile industry

Is the spatial concentration of manufacturing activity able to enhance firm-level productivity? This question is particularly relevant to production in China, which has a huge territory and population, but a skewed distribution in terms of urban–rural development. This paper aims to examine the dynamics of industrial agglomeration and the impact of agglomeration on firm-level productivity in China's textile industry by using a firm-level panel dataset from 2000 to 2005. First, the average value of the Ellison–Glaeser (EG) index (city level) is found to be approximately 0.00019. Moreover, the calculated city EG index of spatial concentration for each year exhibits a decreasing trend of spatial agglomeration for garments and other fiber products, but an increasing trend for the textile industries' agglomeration in China. The above findings are similar to the findings of Lu and Tao (2009). Secondly and importantly, this study finds an inverted U-shape relationship between agglomeration and productivity. It suggests that while industrial agglomeration enhances firms' productivity, agglomeration diseconomies may appear if the degree of agglomeration is too high.     

On-the-job training and productivity: Firm-level evidence from a large developing country

We investigate the effects of on-the-job training on firm productivity and wages using a large panel data set constituted of all large and medium size manufacturing firms in China over 2003–2007. We estimate firm productivity carefully with a recent semiparametric method and combine the propensity score matching and the difference-in-differences techniques to estimate the treatment effect of training. We find consistent evidence that i) training helps boost firm productivity and wages; ii) the higher the training expenditure per capita, the higher the increase in productivity and wages; iii) firms benefit more from training than workers. These findings are not sensitive to industrial capital intensity or firm ownership structure.     

Innovation strategies and productivity growth in developing countries: Firm-level evidence from Pakistani manufacturers

We examine the determinants of product, process, and organizational innovations, and their impact on firm labor productivity using data from a unique innovation survey of firms in Pakistan. We find significant heterogeneity in the impact of different innovations on labor productivity: Organizational innovation has the largest effect followed by process innovation. But unlike much of the literature, we found a negative impact of product innovation suggesting a disruption effect of new products. We find a strong impact of engaging in knowledge creation on product and process innovation. We also find that external knowledge networks and innovation cooperation play no significant role in firms’ decision to engage in innovation and its intensity, however, vertical linkages with suppliers (clients) promote product (process) innovations. Foreign competition has a negative effect on product innovation and a positive effect on organizational innovation. Exposure to foreign markets both in term of exporting and quality standard certification leads to better innovation performance.     

Financial constraints in China: Firm-level evidence

Using a unique micro-level data set over the period 1998–2005 on Chinese firms, this paper presents empirical findings on the presence of credit constraints. Our findings are threefold. Firstly, private Chinese firms are credit constrained while state-owned firms and foreign-owned firms in China are not; Secondly, the geographical and sectoral presence of foreign capital alleviates credit constraints faced by private Chinese firms. Thirdly, geographical and sectoral presence of state firms aggravates financial constraints for private Chinese firms (“crowding out”).     

Innovation and exporting: evidence from Spanish manufacturing firms

This paper investigates the relationship between innovation and the export behavior of firms using data from a representative panel of Spanish firms over 1991–2002. It presents a simple theoretical model of the firm decision to export and innovate that guides the econometric analysis. Consistent with the predictions of the theoretical model, the econometric results suggest a positive effect of firm innovation on the probability of participation in export markets. The results further reveal the heterogeneous effects of different types of innovations on the firm export participation. In particular, product upgrading appears to have a larger effect on the firm export participation than the introduction of cost-saving innovations. These findings are robust to firm unobserved heterogeneity, dynamic specifications, and to the use of instrumental variables to control for the potential endogeneity between innovation and exporting.     

Firm-level analysis of information network use and productivity in Japan

This paper presents firm-level micro analysis of information network use and the impact of such use on a firm's productivity. The positive impact of information network use on productivity growth is confirmed using METI's firm-level data for Japanese manufacturers and distributors from 1991 to 2000. In addition, the relationship between information networks and business networks is investigated, and it is found that these two types of networks are complementary in promoting productivity growth of a firm. J. Japanese Int. Economies 21 (1) (2007) 121–137.     

Productivity,financial constraints and outward foreign direct investment: Firm-level evidence

This paper studies the relationship between the financial constraints and outward foreign direct investment (OFDI) of Chinese enterprises. First, we construct a theoretical model and develop a series of hypotheses to analyze how productivity and financial constraints influence firms' OFDI decisions. Then we construct a multivariate index to measure internal and external financial constraints. Using Chinese Industrial Enterprises Database as well as the Database of OFDI Firms in China, our empirical finds that both productivity and financial constraints have important impacts on firms' OFDI decisions. In addition, the marginal effect of the financial constraints increases as firms' productivity rises; an effect felt more to the private enterprises than state-owned enterprises. Empirical results also indicate that external financial constraints affect the firms' OFDI decisions more greatly than the internal financial constraints.     

Digital product imports and export product quality: Firm-level evidence from China

Based on the Statistical Classification of the Digital Economy and Its Core Industries (2021) released by the National Bureau of Statistics of China and the information and communications technology products released by the United Nations Conference on Trade and Development to construct a digital product catalog manually, this paper analyzes the impact of digital product imports on Chinese firms' export product quality using a combined data set of the Annual Survey of Industrial Production and China Custom Records from 2000 to 2013. The results show that digital product imports have a significant positive effect on a firm's export product quality. To address potential endogeneity, this paper uses a series of instrumental variables (IVs) and constructs a multi-timing difference-in-differences model using the firm's first digital product import as exogenous shock, and finds strong supporting evidence. Digital product imports improve the quality of export products through three mechanisms: technology spillovers, productivity, and information-searching capabilities. Heterogeneity analysis reveals that digital product imports have greater impacts on foreign-owned and capital-intensive firms, and digital intermediate imports play a bigger role than do digital non-intermediate imports. The results of this paper have important implications for developing countries that wish to improve the quality of exports through digital trade.     

Analysis of regional productivity growth in China: A generalized metafrontier MPI approach

This paper analyzes the dynamics of China's productivity for the period 1996–2004 with a newly developed methodology — generalized metafrontier Malmquist productivity index (gMMPI). Implementing the gMMPI, this paper reviews the inequality of the coastal and non-coastal provinces, as well as the latent impact of scale efficiency change (SEC) for China. Using provincial data for the years 1996–2004, the empirical results are as follows. On average, China demonstrates an annual 3.191% productivity change, which is lower than 4.729% for the conventional MPI and accounts for about 26.508% of output growth over the period 1996–2004. Most of this change is propelled by technical progress, while a fraction is driven by the adjustment in production scale, and the efficiency change has an adverse effect. Furthermore, regional inequality is also found in this empirical work, and the productivity change of the coastal region is actually stronger than that of the non-coastal region. This paper also casts some focus on the China Western Development policy. Indeed, we do not find any outstanding achievement from the policy in the sample period, except that the west region sustained its rate of productivity change after 2000. Moreover, the SEC is found to be trivial in the advanced coastal region, but plays an important role in the relatively laggard non-coastal region. The implication of the positive SEC in the non-coastal region means that China's Western Development policy will improve the scale efficiency and the TFP growth of the west region.     

加工贸易提高了环境全要素生产率吗——基于Luenberger生产率指数的研究

为系统考察加工贸易对经济增长、环境污染的影响,本文依托中国30个省份2000—2009年的数据测算出考虑坏产出的Luenberger生产率指数,并在此基础上对加工贸易的环境全要素生产率效应展开深入分析。研究表明,加工贸易和环境全要素生产率之间存在着显著的倒U形关系,当加工贸易占货物贸易的比重超过0．35时,加工贸易将对中国环境全要素生产率产生负效应。与此同时,出口和进口在环境全要素生产率的决定中有着完全相反的作用。在以上结论的基础上,本文提出了调整外贸模式、完善产业政策、协调区域发展的若干政策建议。     

Efficiency change and growth in productivity: the Asian growth experience

This paper focuses on identifying the sources of productivity growth in ten Asian economies including China, Japan, the NIEs and the ASEAN-4. We calculate productivity growth and its components using distance-function-based Malmquist productivity indexes following Färe, Grosskopf, Norris, and Zhang (1994a). Hong Kong and Singapore are found to have the capabilities to shift the grand frontier of the APEC economies. But the productivity divergence might have occurred since the 70’s. The FDI contributes to the Asian growth either through catching-up or through technological innovations when a sufficient learning capacity is available in the host economy.     

全要素生产率测算方法评析

关于生产率方面的研究,长期以来是各个部门关注的热点问题之一,已有最初的单要素生产率发展到全要素生产率,全要素生产率的高低成了衡量一个地区经济可持续发展的重要指标。本文通过对现有全要素生产率相关的测算方法进行梳理评析,通过对比进一步明确各类方法的适用条件和范围,以便在进一步的研究中提供相应的参考。     

The value-added tax reform and labor market outcomes: Firm-level evidence from China

The tax incentives designed to stimulate firm investment may have a large and unexpected impact on labor market outcomes. Using a comprehensive data set on Chinese manufacturing firms during the period 1998–2007 with a difference-in-differences approach, we examine the impact of the value-added tax reform in 2004 on the firm-level labor market outcomes. We find that firms in eligible industries and pilot regions (treated firms) enjoying lower costs of purchasing fixed assets under the reform tended to increase capital investment and reduce employment simultaneously relative to firms that did not have tax incentives (the control firms). Compared with the control firms, the treated firms became more capital intensive but had declines in labor share in value added and average wage. We also find that the employment adjustment is associated with increase in the share of skilled workers in terms of engineers and technicians, but not workers with a college degree or higher.     

Interindustry effects of productivity growth in Japan: 1960–2000

Combining conventional sectoral growth accounting and the static open input–output price model, we analyze the sources of growth of product prices in Japan during the period 1960–2000. Using the input–output framework, we take into account not only the effects of factor costs and productivity within a sector, but also their impacts outside of the sector. We find that Japan's deflation in the 1990s was characterized by low growth of wage rates, low productivity growth, and a low rate of return on capital. Until 1990, productivity improvements compensated for factor cost pressures on output price, especially the rapid growth of labor cost. In contrast, during the 1990s, decreasing rates of return on capital, not productivity improvements, canceled out the inflationary effect of wage growth. J. Japanese Int. Economies 19 (4) (2005) 568–585.     

Education and welfare program compliance: Firm-level evidence from a pension reform in China

This study examines how firms with heterogeneous human capital quality respond differently to a welfare policy shock. In 2002, China expanded pension mandates from state-owned enterprises (SOEs) to private enterprises. Based on data covering all median and large manufacturers in China (around 250,000 firms), we find that their compliance rates varied widely across firms and increased in the average education level of employees. Utilizing these heterogeneous responses at the firm level, we estimate that the pension reform might have increased the return to education of employees by 8.75%. To address endogeneity in firms' human capital levels, we exploit the historical scale of local university as an instrumental variable. Moreover, we use SOEs as a control group, which was not directly affected by the policy shock. We find our empirical estimates robust to both measures.     

The impact of exporting on firm productivity: a meta-analysis of the learning-by-exporting hypothesis

We conduct a meta-analysis of more than 30 papers that study the causal relationship between exporting and firm productivity. Our main result, robust to different specifications and to different weights for each observation, indicates that the impact of exporting upon productivity is higher for developing than developed economies. We also find that the export effect tends to be higher (1) in the first year that firms start exporting (compared to later years); and (2) when the sample used in the paper is not restricted to matched firms. Moreover, we find no evidence of publication bias.     

Bank productivity in China 1997–2007: Measurement and convergence

This study examines the productivity growth of the nationwide banks of China and a sample of city commercial, banks for the ten years to 2007. Using a bootstrap method for the Malmquist index, estimates of the total factor productivity growth are constructed. Five different models of inputs and outputs based on variants of the Intermediation and Production approaches and non-performing loans are treated as a bad output, are examined for the purpose of arriving at a robust measure. The productivity growth of the state-owned commercial banks (SOCBs) is compared with the joint-stock banks (JSCBs) and city commercial banks (CCBs). In general, average TFP growth has been neutral over the period for the SOCBs and JSCBs but positive for the CCBs in the second part of the period. Efficiency gains (catch-up) were obtained through cost reduction and technical innovation was associated with greater diversification of revenue away from interest earnings. The opening up of the banking market has not led to a discernible improvement in bank productivity growth.     

Manufacturing productivity in China and India: The role of institutional changes

In this paper we undertake a comparative study of productivity in the manufacturing sector for China and India using data from survey of manufacturing industries for the two countries. We find that productivity of manufacturing industries in China relative to that in India improved substantially over the 1998–2003 period. Specifically, the average total factor productivity (TFP) growth for the manufacturing sector over this period was about 11% higher in China than in India. We document two substantial changes in government policies in China that were not witnessed in India. First, the late 1990s saw an enormous wave of ownership restructuring due to the formal endorsement of private property rights by the Chinese central government. Second, in 1997 a large scale labour retrenchment program was launched to address the long standing problem of labour redundancy in the public sector. Using data from the Chinese survey of manufacturing industries, we quantify the impact of these large scale institutional changes on TFP of Chinese manufacturing industries. We find that these policy changes can explain about 30% of the growth in TFP of manufacturing industries. Hence we conclude that these institutional changes in China can account for a significant part of the gains in productivity of manufacturing industries in China relative to that in India over the 1998–2003 period.     

Chinese exports and productivity gains: panel evidence

This paper examines the impact of imports from China on the labour productivity levels of importers, using unbalanced data from 1994 to 2006. It is hypothesised that imports from China increase importer countries' labour productivity levels. Using cross‐section, fixed and random‐effect models, a statistically significant, positive relationship is found between the share of a country's imports from China and labour productivity in the manufacturing sector of that country. Moreover, it is found that imports from China have a larger impact on China's main Asian‐Pacific trade partners and countries with higher manufacturing shares in their total exports.