Foreign subsidiaries as a channel of international technology diffusion: Some direct firm level evidence from Belgium

The use of foreign direct investment as a channel of international spillovers is by now fairly established in the empirical literature on innovation and growth. It is often argued that subsidiaries of foreign multinational enterprises are a mechanism through which technological know-how flows across borders. For foreign subsidiaries to be channels of international spillovers, these subsidiaries need to source know-how internationally and transfer their know-how to the local economy. Using direct firm level evidence from the Belgian Community Innovation Survey on the occurrence of technology transfers, we find that foreign subsidiaries are indeed more likely to acquire technology internationally. But after controlling for the superior access to the international technology market that foreign subsidiaries enjoy, we find that these firms are not more likely to transfer technology to the local economy as compared to local firms.     

Asymmetric knowledge flows and localization with endogenous R&D: A dynamic analysis

Empirical evidence suggests that technological spillovers also depend on the mode chosen by firms to serve the foreign market, since a closer location increases the degree of knowledge transmission. Therefore multinationals may want to locate subsidiaries near sources of technological innovation and domestic firms may take advantage of this closer location by absorbing more easily technological knowledge. Within this context we analyse the interaction between firms' international strategy and innovative performance by using a dynamic oligopoly model where knowledge flows increase with geographical proximity. Our results illustrate the relationship between firms' innovation and foreign expansion strategy when localized spillovers are considered.     

Export Spillovers of FDI on China's Domestic Firms

This paper examines the horizontal and vertical export spillovers of foreign direct investment (FDI) on China's manufacturing domestic firms by using firm‐level census data over the period of 2000–03. Based on a Heckman two‐step procedure combining first differencing and instrumental variable regression techniques, it is found that FDI has had a positive impact on the export value of domestic firms mainly through backward technology spillovers and a positive impact on the export‐to‐sales ratio of domestic firms through horizontal export‐related information spillovers. After decomposing FDI by different market orientation and domestic firms by different ownership, the paper finds that the positive impact on domestic firms' export values is mainly from the nonexporting and the exporting foreign‐invested enterprises while the positive impact on domestic firms' export‐to‐sales ratios is mainly from the high‐exporting foreign‐invested enterprises. Both types of export spillovers are mainly diffused to domestic non‐state‐owned enterprises.     

Intra‐industry Knowledge Spillovers from Foreign Direct Investment in Research and Development: Evidence from China's “Silicon Valley”

This study examines a specific channel of technology diffusion from multinational enterprises to domestic firms in less developed regions: research and development (R&D) activities of multinational enterprises in the host country. Using firm‐level panel data from a Chinese science park, known as China's “Silicon Valley,” we find that the R&D stock of foreign‐owned firms has a positive effect on the productivity of domestic firms in the same industry, while the capital stock of foreign firms has no such effect. These results suggest that foreign firms' knowledge spills over within industries through their R&D activities, but not through their production activities. In addition, we find no evidence of spillovers from domestic firms or firms from Hong Kong, Macao, or Taiwan, suggesting that the size of knowledge spillovers is larger when the technology gap between source and recipient firms is larger.     

Firm Growth,European Industry Dynamics and Domestic Business Cycles

Based on the empirical firm growth literature and on heterogeneous (microeconomic) adjustment models, this paper empirically investigates the impact of European industry fluctuations and domestic business cycles on the growth performance of European firms. Since the implementation of the Single Market Program the 27 EU member states share a common market. Accordingly, the European industry business cycle is expected to become a more influential predictor of European firms’ behavior at the expense of domestic fluctuations. Empirically, the results of a two‐part model for a sample of European manufacturing firms reject this hypothesis. In addition, exporting firms and subsidiaries of multinational enterprises constitute the most stable firm cohort throughout the observed business cycle.     

Financial constraints on export market exit of domestic firms versus foreign multinational corporation subsidiaries in South Korea

Using a Korean manufacturing firm-level data set covering a range of years from 2006 to 2013, this study investigates how the financial condition of firms, such as liquidity, leverage, and cash flow ratio, affects exit from export markets. It also analyses whether the financial status of foreign multinational corporation (MNC) subsidiaries differs from that of domestic firms with respect to the hazard of export market exit, especially during a global financial crisis. The empirical results confirm that, for domestic firms, the hazard of export market exit is affected by the firms’ financial condition only during a financial crisis. In other words, the financial vulnerability of domestic firms increases during the crisis, resulting in the hazard of export market exit. However, financial situations for foreign MNC subsidiaries do not affect exits from export markets, indicating a ‘finance-factor comparative advantage’.     

Firms' Innovation,Public Financial Support,and Total Factor Productivity: The Case of Manufactures in Peru

Based upon an adjusted Crepon–Duguet–Mairesse (CDM) model, this paper analyzes the relationship between investment intensity, public financial support, innovation, and total factor productivity (TFP) for a sample of manufacturing firms of Peru with data obtained from the 2004 survey of science, technology, and innovation (STI) activities. The estimation of the model indicates that large firms are more likely to invest in STI activities and firms' size increases the probability of producing technological inovation (TI) and non‐technological innovation (NTI). STI firms' investment intensity and public financial support have also helped manufacturing firms to increase the probability of producing TI outcomes. Further, such support may have increased firms' investment on STI activities. The innovation effects on TFP, however, were statistically not clear or robust. Thus, whereas investment intensity did increase firms' TPF in low‐tech manufacturing firms, this is not the case for high‐tech firms. For this group of firms, relatively high capital–labor ratio and the availability of a high level of human capital seem to promote higher levels of TFP.     

Multinational companies and indigenous development: An empirical analysis

This paper presents an empirical study of the effect of foreign multinational companies on the development of indigenous firms in the host country. Our starting point is a recent paper by Markusen and Venables (European Economic Review 43 (1999) 335-356) that shows formally that multinationals, through the creation of linkages with indigenous suppliers, can exert positive effects on the development of indigenous firms. Based on the literature on entry in industrial organisation, we estimate empirically a model describing the entry of indigenous firms using data for the Irish manufacturing sector. Our results indicate that there is a positive effect of multinational companies on the entry of indigenous firms for a variety of alternative specifications.     

A multivariate cointegrated model testing for temporal causality between exports and outward foreign investment: the Spanish case

Historically, outward foreign direct investment has been contemplated as an alternative way of firms' internationalization. In this line, a relational substitution between exports and foreign direct investment would be expected. However, this seems to contrast with recent developments in the ‘new trade theory’ which show that the volume of trade and the emergence of multinational firms may be positively related one to the other. This paper investigates if some empirical evidence exists either supporting a substitution or a complementary relationship between both forms of internationalization. With this aim, an aggregate time series approach was adopted using quarterly aggregate data (seasonal adjusted) from the Spanish economy covering the period 1970.I–1992.III. A vector autoregressive model was employed for both multivariate cointegration analysis and Granger temporal causality testing. The strength and direction of causal relationships are shown through the dynamic variance decomposition and the impulse response technique. Once controlling for relative market size and prices, the results provide evidence of a positive long-term Granger causality going from foreign direct investment to exports, although not in the opposite direction.     

To innovate or to transfer?

FDI has been considered by many development economists as an important channel for transfer of technology to developing countries. It is suggested that modern, advanced technologies introduced by multinational firms can diffuse to domestic firms through spillovers. In this paper, we study innovation and technology transfer activities of domestic and foreign firms in Turkish manufacturing industries, and the impact of horizontal, vertical and labor spillovers on these activities. Our analysis shows that foreign firms are more innovative than their domestic counterparts, and transfer technology from abroad (mostly from their parent companies). Horizontal spillovers from foreign firms seem to be insignificant. The effects of foreign firms on technological activities of other firms in vertically related industries are ambiguous. High-tech suppliers tend to have a high rate of innovation when the share of foreign users is high, but the opposite is true for users: high-tech users supplied mainly by foreign firms tend to have a lower rate of innovation. Labor turnover is found to be the main channel of spillovers. Our findings reiterate the importance of tacitness of knowledge, and confirm that technology cannot easily be transferred through passive mechanisms.     

Technology Adoption,Export Status,and Skill Upgrading: Theory and Evidence

This paper develops a model of trade that features heterogeneous firms, technology choice and different types of skilled labor in a general equilibrium framework to explain within‐industry increase in the relative demand for skilled workers. Its main contribution is to investigate the impact of firms' export and technology choice decisions on skill upgrading. Only firms in the upper range of the productivity distribution produce for the foreign market using high‐technology. Since this technology is skilled‐biased, exporters that resort to modern technologies are more skill intensive. Empirical evidence is also provided to support the model's main predictions using plant‐level panel data from Chile's manufacturing sector (1990–1999).     

Effects of financial constraints on export performance of firms during the global financial crisis: microeconomic evidence from Korea

This study uses a manufacturing firm-level panel data set of South Korea for 2006–2013 to investigate the effect of financial constraints on the export performance of firms, with particular emphasis on the corporate ownership structure. The empirical results show that foreign multinational corporation (MNC) subsidiaries are not affected by financial constraint during both crisis and noncrisis periods, implying advantages of foreign ownership. However, domestic firms suffer more from financial constraints on exports during crisis years. In particular, domestic firms without parent firms are financially constrained during both crisis and noncrisis periods. However, those with parent firms do not experience financial constraints during noncrisis periods, although they too suffer from them during crisis periods. Thus, parent–subsidiary linkage among domestic firms plays an important role in alleviating financial constraints on export activity in noncrisis years but not as much during crisis years. Therefore, domestic parent firms exhibit less resilience to the global financial crisis, in comparison to foreign MNC parent firms.     

Foreign and domestic R&D investment

A considerable share of R&D investment is due to multinational firms that simultaneously operate R&D bases at home and abroad. We develop a simple model of foreign and domestic R&D investment and test the model's predictions on a sample of 146 Japanese multinational firms’ R&D investments in Japan and the United States in 1996. The empirical results confirm that the foreign to domestic R&D ratio depends on relative technological opportunities and relative demand conditions, with foreign research expenditures responding to technological opportunity and foreign development expenditures responding to demand.     

Multinational enterprises and technological spillovers: An evolutionary model

This paper analyses the determinants of the impact of foreign multinational enterprises on the technological development of domestic firms. It argues that the consequences of the foreign presence change according to market and technological conditions. An evolutionary model of technological competition between foreign and domestic firms is developed which is able to generate both vicious and virtuous circles of development in locations affected by foreign MNE activities. Theoretical analysis is tested against the empirical evidence for the UK economy (1983–1989).     

Finance constraints and technology spillovers from foreign to domestic firms

Scholars have suggested that externalities such as technology spillovers to domestic firms from the entry and presence of foreign firms – i.e., Foreign Direct Investment (FDI) spillovers – arise only when domestic firms possess adequate absorptive capacity. But they have also maintained a predominantly technological focus in their conceptualization of absorptive capacity, treating it mostly as a function of domestic firms' technological investments. Yet, several anecdotes point to finance constraints being equally important hurdles to absorbing technology. Given the comparatively scant attention to finance constraints in the FDI spillover literature, we present theoretical arguments and a counterfactual simulation for how finance constraints influence firms' realization of FDI spillovers. In the process, we identify two mechanisms underlying why firms facing high finance constraints experience lower FDI spillovers. (125 words).     

Multinational production,exports and aggregate productivity

This paper presents and estimates a dynamic model of multinational production (MP) and exports with heterogeneous firms. The model highlights the interaction between firms' location and export decisions and their effect on aggregate productivity. The model is structurally estimated using firm-level Indonesian manufacturing data. The results are broadly consistent with the pattern of productivity, exports and MP across firms. Counterfactual experiments suggest that there are substantial productivity gains due to international trade and MP. The implied changes in steady state real wages, however, are relatively small. The experiments emphasize that the nature of firm-level trade and MP interactions are crucial to determining the aggregate effects of trade and foreign direct investment policy.     

Local linkages: The interdependence of foreign and domestic firms in Ireland

This paper contributes to the literature on backward linkages—the degree of localization in input usage, focusing on the potential interdependence between foreign and domestic producer firms. Drawing on Irish sectoral data during 2000–2013, our main objective is to empirically examine how foreign and domestic producer firms' backward linkages might dynamically influence each other, and the extent to which they respond to export intensity and productivity levels from the two groups of firms. We find an interesting asymmetric interdependence pattern: (1) domestic firms' backward linkages are not impacted by the backward linkages of foreign firms; (2) more robust backward linkages of domestic firms can potentially induce more backward linkages from foreign firms; and (3) domestic firms' productivity shocks could generate a dynamic crossover impact on foreign firms' backward linkage status, but similar shocks originating from foreign firms generate little crossover impact on domestic firms’ backward linkage status. Our result on interdependent local linkages points to a potentially important role for domestic-to-domestic backward linkage formation in promoting foreign-to-domestic backward linkages.     

Diversity of technology acquisition in technological catch-up: an industry-level analysis of Chinese manufacturing

Using panel data analysis for an industry-level sample of Chinese manufacturing industries from 2000 to 2009, the study examines how latecomers dynamically adapt technology acquisition strategy in terms of technology acquisition diversity during the transition process from imitation to innovation. Our research considers technology acquisition as a portfolio of technology channels and thus examines the impact of technology gap between domestic firms and foreign firms on technology acquisition strategy at the industry level. The findings reveal that technology gap positively affects technology acquisition diversity of Chinese manufacturing industries. Further, it shows that technological uncertainty weakens the positive impact of technology gap on diversity of technology acquisition.     

R&D spillover effects on firms’ export behavior: evidence from South Korea

This paper investigates the spillover effects of R&D investments made by foreign multinational enterprises (MNEs) and domestic firms on their export activities, using a manufacturing firm-level panel dataset from South Korea. The theoretical framework predicts two conflicting spillover effects: positive technology spillovers and negative market rivalry spillovers. Thus, the net spillover effect is determined by the relative degree of the two conflicting spillovers. The empirical results show that negative intra-industry spillovers exist from the R&D of foreign MNEs on the export performance of firms, which implies that, in general, negative market rivalry spillovers dominate positive technology spillovers. However, notably, in the case of firms equipped with absorptive capacity, the negative spillovers can be alleviated; firms can gain positive spillovers by muting negative ones. Firms without absorptive capacity cannot avoid such negative effects. This paper shows that absorptive capacity is vital in capturing positive spillovers as firms build competency by accumulating their own know-how and improving their ability to capture better external technologies.     

Taxation of firms with unknown mobility

We analyze optimal business tax policy when some firms are able to escape taxation by moving abroad. In contrast to the existing literature, we assume that the true number of mobile firms is ex ante unknown. While the government may learn from the firms' location responses to past tax rate changes, firms may anticipate this and adjust their choices accordingly. We find that incomplete information on mobility substantially affects the properties and the implications of equilibrium policy choices. First, the government may find it optimal to set a tax rate that triggers partial firm migration but full revelation of the true number of mobile firms. Second, we show that, if the firms' outside option is attractive (i.e., relocation cost and foreign tax rates are low), expected tax rates and expected firm migration are higher if the degree of mobility is unknown. Third, there is a positive value of learning, i.e., commitment on future tax rates cannot increase the government's expected revenue. However, if the government can commit to a rule‐based learning mechanism, i.e., credibly tie its future tax policy to present policy outcomes, it may obtain a Pareto improvement.