Imported Intermediate Inputs,R&D,and Productivity at Firm Level: Evidence from Indian Manufacturing Industries

This article examines the effects of imported intermediary inputs and in-house research and development (R&D) on productivity growth, using firm-level data from Indian manufacturing industries for the period 2000–09. For this purpose, we adopted two empirical frameworks: production function and growth accounting method. The estimated results from the production function framework suggest that the impact of imported intermediary goods on output is reasonably sizable. The role of R&D activities under this framework is found to be insignificant. The analysis based on the growth accounting suggests that total factor productivity of firms is linked with import and R&D activities.     

Firm R&D,Absorptive Capacity and Learning by Exporting: Firm‐level Evidence from China

The absorptive capacity of firms developed through R&D promotes learning by exporting. In this paper, we estimate the instantaneous and long‐run productivity effects of exporting on the universe of Chinese manufacturing firms. We find that exporting has very different productivity effects for firms with different pre‐export R&D status. It has large and lasting productivity effects for firms with pre‐export R&D, while it has little effects for firms without pre‐export R&D. Furthermore, the effect of exporting increases with the number of years of pre‐export R&D investment.     

High-growth firms and innovation: an empirical analysis for Spanish firms

This paper analyses the effect of R&D investment on firm growth. We use an extensive sample of Spanish manufacturing and service firms. The database comprises diverse waves of Spanish Community Innovation Survey and covers the period 2004–2008. First, a probit model corrected for sample selection analyses the role of innovation on the probability of being a high-growth firm (HGF). Second, a quantile regression technique is applied to explore the determinants of firm growth. Our database shows that a small number of firms experience fast growth rates in terms of sales or employees. Our results reveal that R&D investments positively affect the probability of becoming a HGF. However, differences appear between manufacturing and service firms. Finally, when we study the impact of R&D investment on firm growth, quantile estimations show that internal R&D presents a significant positive impact for the upper quantiles, while external R&D shows a significant positive impact up to the median.     

The impact of international diversification on credit scores: Evidence from the UK

Despite the great deal of previous research into international diversification, we know little about the impact of international diversification on firms’ credit scores. Drawing upon the resource-based view and transaction cost economics, we examine the relationship between international diversification and credit scores by using a large sample of 6,557 UK firms between 2016 and 2017. We find an inverted U-shaped relationship between international diversification and firms’ credit scores, indicating that the effect of international diversification on credit scores is initially positive but becomes negative with over-diversification. In addition, we find that R&D intensity positively moderates the relationship between international diversification and credit score, implying that the credit scores of highly diversified firms improve as they increase their investment in R&D. Further analysis suggests that a firm’s credit score becomes less dependent on international diversification for large firms, firms in concentrated industries, firms in the manufacturing sector, and firms distant from key metropolitan areas, such as London.     

Foreign Direct Investment and Productivity Spillovers: Firm-Level Evidence From Chilean Industrial Sector

Using firm-level panel data, this article examines whether spillovers from foreign direct investment (FDI) make a contribution to productivity growth in Chilean manufacturing firms. The main contribution of this work is to apply a methodology to estimate, in a consistent manner, the productivity impact of investment climate variables, such as FDI. With this aim, the spillover effects from FDI are analyzed using a stochastic frontier approach (SFA). Productivity growth is decomposed using a generalized Malmquist output-oriented index. The results show positive productivity spillovers from FDI; higher competition is associated with larger spillovers; and firms with high R&D effort gain more spillover benefits compared to those with less R&D effort.     

Domestic vs. International Spillovers: Evidence from Swedish Firm Level Data

This paper investigates the association between total factor productivity growth and the R&D expenditures of Swedish manufacturing firms in the presence of domestic- and international R&D spillovers. The paper assumes that the principal channel of transmission of new technology is through I/O relations. Econometric evidence suggests that international as well as domestic inter-industry R&D spillovers are important determinants of firms’ productivity growth in the long run. The R&D spillovers generated within the industry and following I/O links seem to be of minor importance in explaining productivity growth. It seems likely that within-industry productivity spillovers follow other channels than I/O flows, such as horizontal spillovers through copying of new products and processes, or labour turnover. The use of a convergence parameter is one way to check for such within-industry technology flows. Our results indicate that a catch-up process exists by which the non-frontier firms in the Swedish manufacturing sector absorb knowledge spillovers from the leading firms in the industry. Finally, a firm’s own R&D efforts are found to be more or less positively correlated with the TFP growth, maybe the contribution from R&D efforts in some sense are underestimated.     

The Two Faces of R&D: Does Firm Absorptive Capacity Matter?

This paper examines the dual effect of firm R&D efforts on productivity growth for Swedish manufacturing firms. The R&D efforts do not only stimulate innovation but also enhance firms?? ability to identify, assimilate and exploit new knowledge from the environment (Cohen and Levinthal. Economics Journal 99:569?C596, 1989). In this paper, we assume that the principal channel of transmission of new knowledge is through I/O linkages. Our econometric evidence suggests that in addition to the firm??s own R&D activities, R&D spillovers embodied in traded goods within the industry, others imported from abroad, and technology spillovers transferred from the technological frontier within an industry are important determinants of firms?? productivity growth. Results suggest that domestic R&D spillovers following the I/O links between industries are of minor importance in this respect. We also analyze whether firms?? absorptive capacity matters for productivity growth. Analyzing absorptive capacity is particularly important for assessing the effective contribution of spillovers from other firms. The effect of a firm??s absorptive capacity is found to interact positively with imported R&D spillovers, whereas domestic rents spillovers seem to play a minor role for productivity growth.     

The Impact of Financing Constraints and Agency Costs on Corporate R&D Investment: Evidence from China

This study investigates the association between financing constraints/agency problem (agency costs) and corporate R&D investment in China by using the two‐tier stochastic frontier model initially developed by Kumbhakar and Parmeter (2009) in light of the Euler equation analysis framework. The results show that there is a significantly negative association between financing constraints and firms' R&D investments and a significantly positive relationship between agency costs and R&D investments. Thus, financing constraints lead to R&D underinvestment, while agency costs cause R&D overinvestment by the sample firms. However, government subsidies have a positive moderating effect on the relationships. The impact of financing constraints and agency costs on R&D investment varies slightly by firms in different geographical regions, industries, business ownerships, and years.     

Evaluation of credit guarantee policy using propensity score matching

In this article, we evaluate the effect of the credit guarantee policy by comparing a large sample of guaranteed firms and matched non-guaranteed firms from 2000 to 2003. The sample firms are compared with respect to growth rates of different performance indicators including: productivity, sales, employment, investment, R&D, wage level, and the survival of firms in the post crisis period. In order to avoid the selectivity problem, propensity score matching methodologies are adopted. Results suggest that credit guarantees influenced significantly firms’ ability to maintain their size, and increase their survival rate, but not to increase their R&D and investment and hence, their growth in productivity. Moreover, due to the adverse selection problem, firms with lower productivity were receiving guarantees.     

The Effect of R&D Services Offshoring on Skilled Employment: Firm Evidence

The offshoring of high‐tech services has greatly increased in recent years, with consequences for firms demand for skilled employment in firms. This paper specifically analyses the relationship between R&D offshoring and the demand for R&D employment using firm‐level data for Spanish manufacturing and services companies during the period 2004–11. Estimating different specifications with panel data techniques, we find that this association is statistically positive. In particular, for services firms a 1 percentage point increase in R&D offshoring raises the demand for researchers by about 11 per cent.     

Absorptive Capacity and Geographical Distance Two Mediating Factors of FDI Spillovers: a Threshold Regression Analysis for Spanish Firms

This paper investigates the effect of foreign direct investment on productivity growth in the manufacturing industries of Spain. A theoretical model that includes the effects of technological gaps and absorptive capacity, both presenting nonlinear relationships is proposed. A sample of 2722 Spanish manufacturing firms from 1993 to 2006 was used. Threshold regression made it possible to contrast the non-linear relationship between inward FDI and productivity improvement in domestic firms, which is conditioned by the absorptive capacity and geographical distance. Spanish domestic firms with high absorptive capacities benefit from positive spillovers and have sufficient capability to internalize the more complex knowledge provided by multinational firms. The rest of the firms are negatively affected by the presence of multinational firms.     

Home Firm Performance After Foreign Investments and Divestitures

An almost undisputed aim for firms in today's globalised world is to operate internationally. Several papers find a positive relationship between foreign direct investment (FDI) and the domestic performance of firms. In this paper, we address the ‘FDI – export’ relationship to better understand this trend. Furthermore, by presenting results on firm's post‐divestiture employment growth at home, we are able to provide a more comprehensive view on firm performance after stepping in and out of foreign markets. We apply a propensity score matching technique in combination with a difference‐in‐difference estimator to analyse the performance dynamics of French firms that either invested abroad or carried out foreign divestitures during the period 2000–2007. FDI has, on average, a positive effect in terms of export share, operating turnover and employment in firm's domestic market. Industry differences reveal that firms in high‐tech industries experience a strong increase in their domestic performance, whereas firm performance in low‐tech industries increases only moderately in post‐investment periods. In contrast, the divestiture impact on the post‐divestiture performance is rather negligible.     

The impact of public R&D subsidy on small firm productivity: evidence from Korean SMEs

This paper explores the effects of R&D promotion policy on SME performance. We use a large panel data set on public R&D subsidies to Korean manufacturing firms. We control for counterfactual outcomes employing the DID (difference in differences) estimation procedure as well as for the endogeneity of the R&D investment and the R&D subsidy using the 2-stage Tobit/Logit DPD (dynamic panel data) procedure. We find significant evidence for positive effects of the public R&D subsidy on both the R&D expenditure and the value added productivity of Korean manufacturing SMEs. The policy thus appears to have been successful in fostering technological advancement and in promoting economic growth.     

Does services liberalization benefit manufacturing firms?: Evidence from the Czech Republic

While there is considerable empirical evidence on the impact of liberalizing trade in goods, the effects of services liberalization have not been empirically established. This study examines the link between services sector reforms and the productivity of manufacturing industries relying on services inputs. Several aspects of services liberalization are considered, namely, the presence of foreign providers, privatization and the level of competition. The results, based on firm-level data from the Czech Republic, show a positive relationship between services sector reform and the performance of domestic firms in downstream manufacturing sectors. Allowing foreign entry into services industries appears to be the key channel through which services liberalization contributes to improved performance of manufacturing sectors. This finding is supported by evidence that foreign acquisitions of Czech services providers result in profound changes in the labor productivity and sales of acquired firms. As most barriers to foreign investment today are not in goods but in services sectors, the findings of this study may strengthen the argument for reform in this area.     

How do Firms’ Outward FDI Strategies Relate to their Activity at Home? Empirical Evidence for the UK

This paper provides new empirical evidence on the relationship between the structure of firms’ overseas FDI and the performance and organisation of their home‐country operations in both manufacturing and business services. It addresses two questions. First, does sorting into multinational status on the basis of productivity extend to the scale of overseas activity? Second, is there evidence that off‐shoring to low‐wage countries has asymmetric effects on high and low‐skill activities in the home economy? The paper considers heterogeneity in firms’ outward FDI strategies and in their behaviour at home, distinguishing between low‐skill and high‐skill‐intensive activities. I differentiate between firms that invest in relatively low‐wage economies and hence might be engaged in vertical FDI, and those that only invest in high‐wage economies. I find that firms that invest in low‐wage economies simultaneously invest in a large number of high‐wage economies, employing complex FDI strategies. I add to existing evidence by demonstrating that selection into multinational status on productivity extends beyond the decision of whether or not to engage in FDI, to the geographic scope of overseas operations. This is consistent with the highest productivity firms being best able to overcome large fixed costs of establishing multiple overseas facilities. I find evidence consistent with differential effects of vertical FDI on firms’ high and low‐skill manufacturing activity in the UK. Relocating low‐skill activity to relatively low‐wage economies could enable a firm to expand output, with potential positive effects on investment, employment and output in complementary (high‐skill) activities at home. For firms investing in relatively low‐wage economies, I find that labour in these countries may substitute for relatively low‐skilled labour in the UK. In high‐skill manufacturing industries I find that multinationals that invest in low‐wage economies are larger, more capital intensive and more intensive in their use of intermediate inputs than other UK‐owned firms.     

Export Market Participation,Investments in R&D and Worker Training,and the Evolution of Firm Productivity

This paper uses micro panel data for firms in the Taiwanese electronics industry in 1986, 1991 and 1996 to investigate a firm's decision to invest in two sources of knowledge – participation in the export market and investments in R&D and/or worker training – and assess their effect on the firm's future productivity. The firm's decisions to export and invest in R&D and/or worker training are modelled with a bivariate probit model that recognises the interdependence of the decisions. The effect of these investments on the firm's future productivity trajectory is then modelled while controlling for the selection bias introduced by endo‐genous firm exit. The findings indicate a significant interaction effect between exporting and R&D investments and future productivity, after controlling for size, age and current productivity. Firms that undertake both investment activities have significantly higher future productivity than firms that do one or neither. In addition, these firms are more likely to continue investing in these activities leading to further productivity gains. These findings are consistent with the hypothesis that export experience is an important source of productivity growth for Taiwanese firms and that firm investments in R&D and worker training facilitate their ability to benefit from their exposure to the export market.     

Innovation investment,competitiveness, and performance in industrial firms

Intangible assets and research and development (R&D) expenditure are essential instruments in a firm's competitive productivity and profitability strategy. The relationship between productivity, tangible and intangible investments, and R&D expenditure has given rise to much analysis concerning the importance of the role played by intangible investment in the achievement of higher competitiveness. Using the Spanish database of the Fundación Empresa Pública‐Ministerio Industria (FUNEP) for the period 1991–2001, with an average of 1,800 firms per year taken from 20 industries and classified in six sectoral groups, we compare the possible relationship of the former variables with firms' profitability and productivity. The empirical results obtained show the importance of tangible investments and unit labor costs for achieving high productivity levels. R&D expenditure and intangible capital are shown to be complementary variables of the aforementioned aspects that have a delayed effect on the productivity and profitability of Spanish industries. The relevance of the prior variables differs according to whether we are referring to industrial sectors characterized by important economies of scale, intensive in capital or labor. © 2006 Wiley Periodicals, Inc.     

The Effect of R&;D Intensity on Corporate Social Responsibility

This study examines the impact that research and development (R&D) intensity has on corporate social responsibility (CSR). We base our research on the resource-based view (RBV) theory, which contributes to our analysis of R&D intensity and CSR because this perspective explicitly recognizes the importance of intangible resources. Both R&D and CSR activities can create assets that provide firms with competitive advantage. Furthermore, the employment of such activities can improve the welfare of the community and satisfy stakeholder expectations, which might vary according to their prevailing environment. As expressions of CSR and R&D vary throughout industries, we extend our research by analysing the impact that R&D intensity has on CSR across both manufacturing and non-manufacturing industries. Our results show that R&D intensity positively affects CSR and that this relationship is significant in manufacturing industries, while a non-significant result was obtained in non-manufacturing industries.     

Trade Liberalisation and the Wage Skill Premium in Korean Manufacturing Plants: Do Plants’ R&D and Investment Matter?

This paper examines the effects of output and input tariff reductions on within‐plant wage skill premium in Korean manufacturing plants. We find evidence that output tariff reduction interacts differently with plants’ R&D and investment behaviours, respectively, to affect wage skill premium. More specifically, output tariff reduction increases wage skill premium mostly in R&D‐performing plants while reducing it mostly in plants making positive facility investments. While there is weak evidence that input tariff reduction increases wage skill premium, no such interactive effects are found. One story behind our results is that, although both R&D and facility investments may respond to changes in profit opportunities due to output tariff reductions, R&D raises the relative demand for the skilled workers while facility investment, an activity of increasing production capacity, raises the relative demand for the unskilled workers.     

Foreign Firms and Chinese Employment

This paper examines the effect of foreign direct investment (FDI) on employment in the Chinese manufacturing sector. As one of the world's largest recipients of FDI, China has arguably benefited from foreign multinational enterprises in various respects. However, one of the main challenges for China, and other developing countries, is job creation, and the effect of FDI on employment is uncertain. The effect depends on the amount of jobs created within foreign firms as well as the effect of FDI on employment in domestic firms. We analyse FDI and employment in China using a large sample of manufacturing firms for the period 1998–2004. Our results show that FDI has positive effects on employment growth. The relatively high employment growth in foreign firms is associated with their firm characteristics and their high survival rate. Employment growth is also relatively high in private domestic Chinese firms. There also seems to be a positive indirect effect of FDI on employment in private domestically‐owned firms, presumably caused by spillovers.