Knowledge spillovers,human capital and productivity

Knowledge spillovers in the form of human capital are often regarded as the engine of sustained growth and development. We employ a rich employer–employee matched dataset on the manufacturing industry in Taiwan, a newly industrialized economy, to quantify the significance of human capital spillovers and their effects on productivity gains. Using the ratio of higher-educated (university or above) employees in each city as the external human capital index of a plant (excluding the reference plant itself) and addressing the potential endogeneity of various unobservable factors attributable to the location of the plant, we find that within a given city, a 1 percent increase in the proportion of higher-educated employees will increase the productivity of plants in that city by approximately 0.93–1.15 percent. Furthermore, the productivity increases are found to be greater for high-tech plants and for those located in cities with science parks. This indicates that human capital spillovers are not only present, but stronger under greater technology intensities. Our measure of the monetary value of such spillover effects indicates that a 1 percent increase in the percentage of higher-educated employees in a city will raise the value-added per plant by US$15,937, or, equivalently, an increase of US$1.27 billion for the entire manufacturing industry.     

Exporting, linkages and productivity spillovers from foreign direct investment

Abstract.  In this paper we analyse productivity spillovers from foreign direct investment using firm-level panel data for U.K. manufacturing industries from 1992 to 1999. We investigate spillovers through horizontal, backward, and forward linkages; distinguish spillovers from export-oriented vs domestic-market-oriented FDI; and allow for differing effects, depending on domestic firms' export activities. The results suggest that the mechanisms through which spillovers affect domestic firms are very complex and that there are substantial differences in spillover benefits for domestic exporters and non-exporters, and from different types of inward investment.     

Corporate governance,human capital,and productivity: evidence from Chinese non-listed firms

This article analyses the effects of corporate governance (CG) and human capital on productivity by using the 1999–2006 data from the National Bureau of Statistics of China (NBSC). The findings of this study are twofold. First, CG and human capital generate significant positive effects on the productivity of both state-owned enterprises (SOEs) and non-SOEs. Second, CG has significantly different moderate and mediate effects on the relationship between human capital and productivity. Our results are robust to different specifications and alternative measures. This study provides clear policy implications by suggesting that the firms in emerging markets, especially SOEs, must improve their CG and their allocation of human capital for them to enhance their productivity.     

The impact of trade liberalization on employment,capital, and productivity dynamics: evidence from the uruguayan manufacturing sector

This paper studies the impact of trade liberalization on labor and capital gross flows and productivity in the Uruguayan Manufacturing Sector. Higher international exposure implied a slightly higher job creation, an important increase in job and capital destruction, and an increase in productivity. Unions dampened these effects. Although not associated with higher creation rates, unions were effective in reducing job and capital destruction but they also reduced productivity growth. Industry concentration mitigated the destruction of jobs but had no effects on job creation or in capital and productivity dynamics.     

Trade-related spillovers and industrial competitiveness: Exploring the linkages for OECD countries

This study examines how trade-related spillovers impact the OECD countries' industrial competitiveness; with an emphasis on China's innovative efforts and reintegration into the global economy. In comparison with the major R&D countries, benefits attributable to spillovers are found to be more sizable for the rest of the OECD countries.This result is consistent with the observed convergence of competitiveness between the two groups of countries during 1990–2009.Moreover, our empirical results suggest China's trade-related spillovers can produce both positive and negative effects on OECD countries' industrial competitiveness. The persistence of the spillover effects is found even after controlling for trade openness creating possible spurious association. Finally, our finding TFP growth as the competitiveness driver stresses the consequential role of STI (science, technology, and innovation) policies in supporting sustainable and balanced growth.     

Intellectual capital and firm performance: evidence from Indian banking sector

In the aftermath of the 2008 financial crisis, the entire Indian banking industry was paralysed and their performance was shattered by the unfolding of enormous cases of Non-performing Assets (NPA). The study estimates the operating efficiency of 40 Indian banks for 5 years (2011–15) as a proxy of performance measure using the output-oriented DEA-BCC model. We find that nearly 62% of the state-owned banks and 47% of the private banks are inefficient indicating that the inefficient banks need to reduce their inputs or improve their output to become efficient. The study further investigates the relationship between intellectual capital (IC) and bank performance using a truncated regression model. The regression results show that out of the three components of intellectual capital, only human capital efficiency is positively and significantly associated with operational efficiency while structural capital and finance capital have a negative impact on the efficiency of banks. The study concludes that to achieve competitive edge banks should invest in their human capital. The results are robust in the case of financial variables taken as a proxy for performance.     

Technological spillover through industrial and regional linkages: Firm-level evidence from China

This paper provides new insights into the study of technology spillover effects through the interaction between industrial and spatial linkages. We develop a theoretical model that provides a useful modeling framework for spillover research, and then empirically test the model inferences using Chinese firm-level data. Input-output tables and spatial decay measurements are combined to construct the key spillover variables. Using seemingly unrelated regressions, the paper finds that vertical spillover effects are more significant than horizontal spillover effects, both within- and between-regions; regional characteristics have greater impacts on vertical spillovers than on horizontal spillovers; and regional spillover effects vary across different regions. Regional policies and regional endowments, including human capital, transportation infrastructure, and enterprise ownership, are crucial in explaining these heterogeneities in regional technology spillover. Our empirical results provide many policy implications including strengthening the connection between upstream and downstream industries and devoting more R&D to upstream industries.     

Ageing, productivity and wages in Austria: sector level evidence

In this paper we analyse the link between the age structure of the labour force and average labour productivity as well as average wage across industrial sectors. While this intermediate economic level has been under-explored up to now, we will argue that it provides valuable insights in several respects. Our analysis is based on a panel data set ranging over 6 years (2002–2007). It covers the sectors of mining, manufacturing and market oriented services in the Austrian economy. Our results exhibit a positive correlation of the share of older employees and productivity, whereas we cannot find any evidence for a significant relationship of the share of younger employees and productivity. Moreover, the estimated age-wage pattern does not hint at an over-payment of older employees.     

Information technology,efficiency and productivity: evidence from Korean local governments

This study evaluates the performance of Korean local government by measuring their technical efficiency (TE) and total factor productivity (TFP) growth and, more importantly, examining the impact of information technology (IT) on this performance. The study is different from received analysis in that a unique measure of the state of IT–the Informatization Index–is used to investigate the impact of IT on both TE and TFP growth. Empirical analyses are conducted on data from 222 Korean local governments for the period 1999 to 2001. In particular, data envelopment analysis techniques are applied to calculate TE scores and TFP growth rates for sampled local governments. The empirical findings confirm the positive impact IT has in improving technical efficiency and accelerating productivity growth. The estimated coefficients are correctly signed (with other regional characteristics controlled for) when TE scores and TFP growth rates are regressed on the Index. In addition, the findings indicate that economies of density are present in the production of local public services.     

International knowledge spillovers in the wind power industry: evidence from the European Union

The purpose of this paper is to analyze the presence of international knowledge spillovers in the wind power sector. Specifically, the paper investigates whether successful invention efforts in one country, measured by way of granted wind power patent counts, have had positive effects on the neighboring countries’ abilities to generate patents of the same category. Data on the number of patents granted at the European Patent Office during the period 1978–2008 are used for the eight national technological leaders in the western European wind power sector. The few comprehensive wind power studies that exist have only found limited evidence of international knowledge spillovers. However, in this paper, we find that international spillovers are statistically significant determinants of a country’s wind power patenting outcomes. Geographical distance is also taken into consideration, and the knowledge spillover effects are shown to become stronger with decreases in this distance. The results should have important policy implications, for example, for a national government when it comes to applying an investment strategy in wind power or, alternatively, free-riding on other countries’ invention efforts.     

Financial deregulation and productivity growth in banking sector: empirical evidence from Bangladesh

This article examines the effects of regulatory reform on productivity growth in the Bangladesh banking industry. We use a unique balanced panel dataset comprising bank-level annual data from the early deregulation year (1984) to the most recent available period (2012) from major commercial banks in Bangladesh. Applying the Färe-Primont index, the paper provides estimates of productivity growth and identifies sources of total factor productivity (TFP) change. Empirical results show the sample banks have experienced positive TFP change after the financial deregulation. On average, TFP growth is higher in private banks than their public sector counterparts in the post-reform period. In addition, the decomposition analysis shows technological progress is the main driver of productivity change. Similar results are obtained by using the stochastic frontier analysis (SFA). Thus, empirical results remain robust irrespective of the methodology used. The regression analysis finds a positive technical change in the first stage of the reform program, i.e. during the transition period, as leading banks employ advanced technology to compete with potential new entrants. The result also shows that the banking industry still remains concentrated within the state-owned banks.     

International spillovers,productivity growth and openness in Thailand: an intertemporal general equilibrium analysis

Thailand has experienced economic growth well above world averages from 1960 to the recent crisis. While the controversy over Thailand and East Asian growth has discussed the role of capital accumulation versus productivity, we analyze the general equilibrium interaction between productivity and investment in an intertemporal growth model. The high growth is understood as a prolonged transition path with gradual tariff reduction and endogenous productivity driven by foreign spillover feeding capital investment. Counterfactual analyses show how protection would have reduced growth with productivity and investment slowdown, while shock liberalization would have raised immediate growth with faster convergence to steady state.     

Labor productivity growth: disentangling technology and capital accumulation

How much of the convergence in labor productivity that we observe in manufacturing is due to convergence in technology versus convergence in capital-labor ratios? To shed light on this question, we introduce a nonparametric counterfactual decomposition of labor productivity growth into growth of the capital-labor ratio (K/L), technological productivity (TEP) and total factor productivity (TFP). Our nonparametric specification enables us to model technology allowing for heterogeneity across all relevant dimensions (i.e. countries, sectors and time). Using data spanning from the 1960s to the 2000s, covering 42 OECD and non OECD countries across 11 manufacturing sectors, we find TEP and TFP to account for roughly 46 and ?6% of labor productivity growth respectively, on average. While technological growth at the world level is driven primarily by the US and a handful of other OECD countries, we find strong evidence of convergence in both technology and capital-labor ratios. Interestingly, very few of the usual growth determinants are found to enhance the process of technological catching-up.     

Public capital,productivity and trade balances: some evidence for the Italian regions

This paper analyses the extent to which intensive investments in public capital may have had an unfavourable impact on the regional trade balances across the 20 Italian regions. Our working hypothesis is that investments in public capital, while stimulating the demand for tradables across the regions, may have a limited positive impact on the supply of tradables in regions characterised by relatively low productivity like the South of Italy (or Mezzogiorno). The empirical results are consistent with our expectations and suggest that programs of investments in public capital should be accompanied by additional policy measures that can remove the structural factors that hamper the total factor productivity growth in specific areas.     

Environmental compliance and human capital: Evidence from Chinese industrial firms

By using a unique cross-sectional dataset of Chinese industrial firms, this paper investigates the external and internal effects of human capital on firms’ environmental performance. The result shows that firms have better environmental compliance because they are ‘pushed’ into compliance by the internal driver of human capital and ‘pulled’ to be environmental friendly by the external force of social human capital stock. This finding is robust when we take into account the possible endogeneity of human capital. In addition, evidence from this study suggests that the current situation of weak implementation of environmental supervision and evasion of environmental monitoring could be improved by promotion of internal and external human capital.     

Advanced technology,innovation, wages and productivity in the Canadian manufacturing sector

In this article, we used a two-step estimation procedure, where in the first stage, the number of advanced manufacturing technologies used in the firm was estimated using a negative binomial regression, and the expenditure on process and product innovation was estimated using a type II Tobit procedure. In the second stage, we used the predicted values from the first stage in wage and labour productivity equations. The data were from the 2009 Survey of Innovation and Business Strategy which was linked to the General Index of Financial Information (2004–2009) and the Longitudinal Employment Analysis Program (2004–2009). The implications for policy are that we should not expect large aggregate effects of innovation on productivity and employment. We should expect wage increases and productivity increases, with process innovation. We should also expect moderate wage increases with product innovation, and contrary to process innovation, the effect on productivity of product innovation was negative.     

Environmental compliance and human capital: Evidence from Chinese industrial firms

By using a unique cross-sectional dataset of Chinese industrial firms, this paper investigates the external and internal effects of human capital on firms’ environmental performance. The result shows that firms have better environmental compliance because they are ‘pushed’ into compliance by the internal driver of human capital and ‘pulled’ to be environmental friendly by the external force of social human capital stock. This finding is robust when we take into account the possible endogeneity of human capital. In addition, evidence from this study suggests that the current situation of weak implementation of environmental supervision and evasion of environmental monitoring could be improved by promotion of internal and external human capital.     

Family linkages,social interactions,and investment in human capital: A theoretical analysis

This paper introduces parent–child interactions into the Beckerian model of human capital. The acquisition of human capital, jointly determined by parental investment and child effort, is an equilibrium outcome of the intergenerational interactions, which is Pareto efficient within the family. We show that the equilibrium output of human capital is not affected by the parental authority over child behavior, but it is usually lower than the level that maximizes the instantaneous aggregate family welfare. In a family with more than one child, siblings not only compete for parental investments but also directly interact with each other in their effort choices. Exploring intragenerational connections and their interplay with intergenerational forces, we present a more complete theory of family linkages in human development and its implications for the rise and fall of families. Social interactions among children from different families induce intragenerational feedback effects that are further amplified by intrafamily interactions and accelerate regression toward the mean in the economic status of families.     

An estimate of the capital stock for the Belgian industrial sector

The paper submitted for publication considers the conditions for and the construction of a capital stock series, consistent with all macroeconomic relations. A careful study of the literature has shown that most existing and widely used capital stock series do not meet that requirement. A generative method with a general model for the real sector is proposed. The choice of the parameters of this model was decided upon the general consistency with the main macroeconomic aggregates. The results are compared with existing series of capital stock. What was obtained was a capital stock series that gives non-diverging results for the macroeconomic series when using the capital stock in alternative specifications. The main conclusions on depreciation rate, capital stock, technological change, return on capital and share of capital are condensed in a set of tables and diagrams.     

Public sector decentralization and school performance: International evidence

Using a panel of international student test scores 1980-2000 (PISA and TIMSS), panel fixed effects estimates suggest that government spending decentralization is conducive to student performance. The effect does not appear to be mediated through levels of educational spending.