WHY IS THERE A LACK OF EVIDENCE ON KNOWLEDGE SPILLOVERS FROM FOREIGN DIRECT INVESTMENT?

Empirical analyses of knowledge spillovers from foreign direct investment (FDI) offer mixed results; they find positive, neutral and negative FDI spillover effects. This lack of evidence mainly comes from the results of firm‐level panel data analysis. This is important since this approach seems to be the most appropriate for estimating FDI spillovers. The paper takes a look at recent substantive and methodological developments in FDI spillover analysis, which have brought some more optimistic results with regard to FDI spillovers, and can help in further development in this field. The main substantive development relates to the introduction of a broad variety of sources of firm heterogeneity (foreign affiliates as well as local firms) in the analysis. Others include differentiation between vertical (inter‐industry) and horizontal (intra‐industry) spillovers, and host country absorptive capacity for knowledge spillovers. Methodological developments relate to distinguishing between technological/knowledge and productivity spillovers, improvement of modelling and estimation methods, and an increased amount and quality of data.     

FDI技术溢出效应的门限特征研究——来自中国省际面板数据的证据

已有的关于FDI(对外直接投资)技术溢出效应研究文献中,大多数学者认为FDI技术溢出会显著地促进东道主国家的经济增长,然而,利用中国1997年-2009年的省际面板数据,对FDI技术溢出效应进行研究却发现,FDI技术溢出效应在中国不同的地区存在显著差异;运用门限回归模型,从地区经济发展水平、地区开放程度、地区人力资本存量、地区金融发展程度等四个方面检验了FDI技术溢出效应的门限特征,并测算出了引发积极FDI技术外溢效应的门限水平。     

Foreign direct investment and economic growth in Sub-Saharan Africa: A nonlinear analysis

Using the threshold regression model, we examine the effects of Foreign Direct Investment (FDI), and the mediating role of FDI absorptive capacity, on economic growth in Sub-Saharan Africa. We find that the threshold level of FDI inflows per person is approximately US$ 44.67 per annum. For FDI to have an appreciable impact on economic growth, countries must have minimum capacity to absorb the growth-enhancing benefits of FDI. For instance, the technology gap between the hosted foreign enterprises and domestic enterprises should be no less than 0.6904. Thus, achieving the FDI threshold level is a necessary, but not sufficient, condition for economic growth. Some countries use tax incentives to improve FDI inflows. We argue that such incentives may be counterproductive at low levels of FDI inflows: FDI coefficient estimates below the lowest threshold level are negative, implying that the higher costs of such incentives exceed the potential benefits availed by FDI’s direct contribution to economic output and spillovers.     

技术差距的门槛与FDI技术溢出的非线性——理论模型及中国企业的实证研究

本文通过引入内外资技术差距的"双刃性"改进质量阶梯型内生增长模型,从理论上证明了存在内外资技术差距的门槛值,使得外商直接投资技术溢出受技术差距的影响而呈现非线性动态演进规律;进一步结合我国14474家微观企业面板数据,证明了存在两个技术差距的门槛值,使得外商直接投资企业对于落在不同技术差距范围内的内资企业具有不同的技术溢出效应。     

Identifying the impact of geographical proximity on spillover effect of FDI: The evidence from Indian local firms’ performance gains

This paper investigates the role of geographical proximity on FDI spillovers from foreign to Indian local firms. We use data set of the manufacturing firms between 1988 and 2018 in India, estimating the productivity based on Cobb–Douglas production function. For measuring geographical proximity, the coordinates of each firm, represented to as ‘latitude and longitude’, provided by Google maps geocoding API is used. To conduct spatial analysis, we adopted the revised ‘SINM’ (Spatial Industrial Network Model)’ with GMM estimator, and used firm based point spatial unit. The analysis, in particular, reveals that within 30 km–70 km distance the presence of FDI creates significant positive backward and negative horizontal spillovers, but gradually decaying as threshold increases. Meanwhile, the negative horizontal spillovers to Indian local firms located within industrial clusters turned to positive, and the positive backward spillovers more magnifies compared to non-clustered firms. Based on these findings, we suggested the several policy implications regarding the development of industrial cluster, FDI promotion policy, and location decision for foreign investors.     

Foreign direct investment and productivity spillovers in the Chinese manufacturing sector

In this paper a simple simultaneous model is constructed to examine whether there are productivity spillovers from both the presence of foreign direct investment (FDI) and competition between local and foreign firms. The model is tested on the data from China’s latest industrial census in 1995. The results indicate that the extent to which spillovers occur varies with different types of ownership of local firms and of FDI. While collective- and private-owned enterprises benefit from demonstration and contagion effects from foreign presence, productivity gains of state-owned enterprises largely come from competition with foreign firms. Productivities of local and foreign firms are jointly determined. Evidence also suggests that market-oriented FDI tends to generate spillovers mainly via competition with local firms.     

Frontier Technology,Absorptive Capacity and Distance*

Recent literature on international technology diffusion has demonstrated the positive effect in foreign country productivity on the domestic economy. Using a sample of Organization for Economic Co‐operation and Development (OECD) manufacturing industries we search for evidence that the effect of this foreign technology varies according to the level of absorptive capacity and physical distance. We find evidence that both help to explain differences in the level of productivity across countries, but that absorptive capacity is quantitatively more important. Physical distance had a greater effect at the start of the time period and in industries in which trade is local and technology is high‐tech.     

Spillovers,absorptive capacity and agglomeration

I study knowledge spillovers in an industry where firms are heterogeneous in their ability to adopt knowledge (absorptive capacity). I set up a model in which firms choose locations anticipating potential gains and losses from other firms’ R&D activity. I apply the model to the US software industry and obtain the following results: the data supports localized knowledge spillovers; firms that have higher absorptive capacity are sorted into more agglomerated counties; ignoring firm heterogeneity leads to biased estimates of gains from spillovers; spillovers play an important role in explaining the geographic distribution of firms, but only within regions with high R&D activity.     

Foreign Direct Investment and Managerial Knowledge Spillovers through the Diffusion of Management Practices

Although managerial knowledge spillovers have long been claimed to be a major benefit of foreign direct investment (FDI), such spillovers have not yet been systematically analysed. This paper adds to the literature by analysing the nature and extent of managerial knowledge spillovers from FDI through the diffusion of management practices. Taking into account the tacit and explicit elements of management practices and distinguishing between industry and non‐industry specific practices, the paper identifies different types of spillovers and discusses their transmission mechanisms. Evidence from establishment‐level panel data from the UK attests to the existence and significance of intra‐industry, linkage, and non‐linkage based inter‐industry spillovers of managerial knowledge from foreign to local firms, although the strength varies for different types of practices. The spillovers are geographically localized, especially in channels without supply chain linkages. Local firms are selective in the adoption of individual practices and the spillover effects are more significant at the cluster and management system level. Reverse spillovers from local firms to MNEs from industrialized countries appear to be limited despite significant spillovers of practices amongst local firms.     

THE MEASUREMENT OF ABSORPTIVE CAPACITY FROM AN ECONOMICS PERSPECTIVE: DEFINITION,MEASUREMENT AND IMPORTANCE

This paper starts by recognizing that despite the importance of absorptive capacity, economists in particular have made only limited use of the concept. Most theoretical and empirical studies derive from other fields of research. Thus, the first task is to compare and contrast the different approaches taken in measuring absorptive capacity. The rest of the paper then sets out an example of how typically economists have proceeded, using nationally representative CIS data to measure absorptive capacity across a 10‐year period and investigating if it remains stable in the long term. This is followed by considering how firms’ characteristics vary across lower to higher levels of absorptive capacity and whether such capacity determines firms’ productivity performance across both goods and service industries. Our results show that relative to other influences, absorptive capacity as measured here — net of the impact of foreign‐ownership and human capital — has a substantial influence on exporting, innovation and undertaking R&D and thus consequently firm‐level productivity. Finally, there is a discussion of why governments should consider helping firms to boost their levels of absorptive capacity.     

Building absorptive capacity to organise inbound open innovation in traditional industries

The discussion on open innovation suggests that the ability to absorb external knowledge has become a major driver for competition. For R&D intensive large firms, the concept of open innovation in relation to absorptive capacity is relatively well understood. Little attention has; however, been paid to how both small firms and firms, which operate in traditional sectors, engage in open innovation activities. The latter two categories of firms often dispose of no, or at most a relatively low level of, absorptive capacity. Open innovation has two faces. In the case of inbound open innovation, companies screen their environment to search for technology and knowledge and do not exclusively rely on in-house R&D. A key pre-condition is that firms dispose of “absorptive capacity” to internalise external knowledge. SMEs and firms in traditional industries might need assistance in building absorptive capacity. This paper focuses on the role of collective research centres in building absorptive capacity at the inter-organisational level. In order to do so, primary data was collected through interviews with CEOs of these technology intermediaries and their member firms and analysed in combination with secondary data. The technology intermediaries discussed are created to help firms to take advantage of technological developments. The paper demonstrates that the openness of the innovation process forces firms lacking absorptive capacity to search for alternative ways to engage in inbound open innovation. The paper highlights the multiple activities of which absorptive capacity in intermediaries is made up; defines the concept of absorptive capacity as a pre-condition to open innovation; and demonstrates how firms lacking absorptive capacity collectively cope with distributed knowledge and innovation.     

Endogenous International Technology Spillovers and Biased Technical Change in Agriculture

This paper analyzes trade-related knowledge flows from an innovating country to other countries. It is assumed that knowledge is embodied in commodities traded between countries and that the potential productivity of this knowledge is determined by the local usability of foreign technologies. The usability of foreign knowledge is dependent on the local absorption capacity (such as knowledge infrastructure and human capital) and on structural differences (factor endowments or climate) between countries. In agriculture, a large portion of the knowledge is embodied in inputs which cause factor-biased technical change in the receiving sectors. Trade-related knowledge transmission is introduced in an applied multi-region general equilibrium model (GTAP) to study the macro-economic and sectoral impacts of knowledge spillovers and of trade policies. Endogenous embodied technology spillovers bear some important implications for trade policy, because protective measures preclude countries not only from cheaper imports but also from foreign technologies.     

Explaining Firms’ Export Behaviour: R&D,Spillovers and the Destination Market*

We examine the importance of a firm's own R&D activity and intra‐sectoral spillovers on the decision to export and the export intensity using firm level panel data for Spain for the period 1990–98. Own R&D activity is found to be an important determinant of export activity. There is little evidence to suggest that Spanish firms benefit from spillovers of the exporting activity of others. However, there is evidence that R&D spillovers exert positive effects on firms’ export ratios. We find a larger marginal impact of R&D spillovers on export intensity of firms exporting to other OECD countries than those exporting to non‐OECD nations.     

The Relative Price of Non‐traded Goods under Imperfect Competition*

We consider the role of imperfect competition in explaining the relative price of non‐traded to traded goods within the Balassa–Samuelson framework. Under imperfect competition in these two sectors, relative prices depend on both productivity and mark‐up differentials. We test this hypothesis using a panel of sectors for 12 OECD countries. The empirical evidence suggests that relative price movements are well explained by productivity and mark‐up differentials.     

Productivity Spillovers Across Countries and Industries: New Evidence From OECD Countries

This paper uses a translog approach to estimate intra‐ and inter‐industry productivity spillovers transmitted through input–output linkages, distinguishing R&D and other (remainder) spillovers. For a panel of 12 OECD countries and 15 manufacturing industries from 1995–2005, first, we find that the estimated elasticity with respect to ‘own’ R&D amounts to 0.25 on average (which would be estimated to be lower if R&D were assumed to be additively separable from other inputs). Second, there are sizeable intra‐industry and relatively small inter‐industry R&D spillovers. Third, there are significant remainder spillovers, which are mainly of the intra‐industry type and substantially amplify idiosyncratic technology shocks.     

FDI溢出对高经济产出区的增长影响

运用空间Durbin模型和极大似然估计技术,以1991-2012年大长三角25城市和大珠三角21城市面板数据,对比检验了FDI溢出与城市生产率间的基本关系。发现：FDI对本地城市增长正效应显著存在并随时间增强,其空间溢出显著但在二地区行为相反;空间依赖在城市生产率增长中有增强趋势,但在二地区方向相异;FDI提高了二地区城市增长的条件收敛速度;空间溢出在二地区的核心和外围都存在但表现各异并有不同演变。上述结论对于二地区引进FDI和促进城市发展具有重要政策含义。     

Direct and indirect effects of FDI in emerging European markets: A survey and meta-analysis

We review a large body of literature dealing with the effects of Foreign Direct Investment (FDI) on economies during their transformation from a command economic system toward a market system. We report the results of a meta-analysis based on the literature on externalities from FDI. The studies on emerging European markets covered in our survey report direct and indirect FDI effects weakening over time, similarly as in other FDI destination countries. This is imputable to a publication bias that is detected and to the fact that more sophisticated methods and more controls can be used once a sufficient time span is available. Panel studies are likely to find relatively lower spillover effects. The choice of the research design (definition of firm performance and foreign firm presence) matters. More specific to the sampled studies is the role played by forward and backward spillovers which dominate other channels in driving FDI externalities.     

FOREIGN DIRECT INVESTMENT AND REGIONAL PRODUCTIVITY SPILLOVERS IN US MANUFACTURING

This research examines how inward foreign direct investment (FDI) impacts manufacturing productivity in select industries across US regions. Although some evidence has documented the phenomenon of knowledge spillovers to national economies, little is known about how the regional penetration of foreign investment affects the productivity performance of local firms. The analysis proceeds in a novel fashion by adjusting aggregate data on industry operating statistics to "net out" the contaminating influence of foreign firms producing in each of the host regional economies. A cross section of state-by-industry observations is used to estimate labor productivity, controlling for FDI penetration both by region and by industry. In general, the results demonstrate that domestic firms do not reap productivity gains as a result of a larger presence of foreign affiliates. Related research efforts, although not specifically concerned with the regional transmission of FDI spillovers, offer corroborative support for these findings.     

A META-ANALYSIS OF FDI AND PRODUCTIVITY SPILLOVERS IN DEVELOPING COUNTRIES

This meta-analysis reviews the intrasector heterogeneity of productivity spillovers from foreign direct investment (FDI) in 31 developing countries through a larger more comprehensive data set. We investigate how the inconsistencies in the reported spillover findings are affected by publication bias, characteristics of the data, estimation techniques, and empirical specification, analyzing 1450 spillover estimates from 69 empirical studies published in 1986–2013. Our findings suggest that reported FDI spillover estimates are affected by publication bias. In combination with model misspecification of the primary studies, the bias overstates the genuine underlying meta-effect, but the meta-effect remains economically and statistically significant. Our results emphasize that spillovers and their sign largely depend systematically on specification characteristics of the primary studies and publication bias. Publication bias is not caused by “best practice” choices. Future research needs to cover more developing countries and to investigate not only whether spillovers occur, but also to explore inside the black box of how spillovers actually emerge.     

Productivity Growth,Human Capital and Technology Spillovers: Nonparametric Evidence for EU Regions

This paper assesses the strength of productivity spillovers nonparametrically in a data set of 12 industries and 231 NUTS2 regions in 17 European Union member countries between 1992 and 2006. It devotes particular attention to measuring the catching up through spillovers depending on the technology gap of a unit to the industry leader and the local human capital endowment. We find evidence of a nonlinear relationship between the technology gap to the leader as well as human capital and growth in logs. Spillovers are smallest for units with a medium‐high technology gap to the leader, especially for regions where human capital endowments are low.