Publications
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PDF Industrial Research and Innovation: Evidence for Policy
This policy brief addresses the results of the fifth European Conference on Corporate R&D and Innovation CONCORDi 2015, on 'Industrial… Show more Research and Innovation: evidence for policy'. Taking stock from the underlined background issues, the document presents the main evidence-based insights for policy drawing upon the contributions and debates. It also highlights the main implications for industrial and innovation policies making and for the science-policy interface. A series of open questions for policy and evidence makers conclude the brief. Show less
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Quantitative Analysis of Technology Futures: A Review of Techniques, Uses and Characteristics. Science and Public Policy, forthcoming. DOI:10.1093/scipol/scv059
A variety of quantitative techniques have been used in the past in future-oriented technology analysis (FTA). In recent years, increased… Show more computational power and data availability have led to the emergence of new techniques that are potentially useful for foresight and forecasting. As a result, there are now many techniques that might be used in FTA exercises. This paper reviews and qualifies quantitative methods for FTA in order to help users to make choices among alternative techniques, including new techniques that have not yet been integrated into the FTA literature and practice. We first provide a working definition of FTA and discuss its role, uses and popularity over recent decades. Second, we select the most important quantitative FTA techniques, discuss their main contexts and uses, and classify them into groups with common characteristics, positioning them along key dimensions: descriptive/prescriptive, extrapolative/normative, data gathering/inference, and forecasting/foresight. Show less
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Barriers to innovation and firm productivity. Economics of Innovation and New Technology, Vol. 25, Issue 3, pp. 321-334. DOI:10.1080/10438599.2015.1076193
The paper analyzes the effect of financial, knowledge, demand, market structure and regulation barriers to innovation on firms' economic performance.… Show more It contributes to the literature on barriers to innovation by accounting for the heterogeneous effects that each barrier has on firms across the productivity distribution. We do so by employing both quantile regression techniques and matching estimators on this UK CIS panel 2002–2010 merged with the Business Structure Database. While we find evidence that both the cost and also the availability of finance negatively affect productivity across the whole distribution, the lack of qualified personnel mostly hinders high productivity firms. Moreover, quantile regression reveals some interesting variation in effect sizes across the (conditional) productivity distribution. Show less
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PDF Leading R&D Investors for the Dynamics of Innovation Ecosystems
This policy brief discusses the key role of large R&D investors in the dynamics of innovation ecosystems. In a context… Show more of accelerated technological change and increasing global competition, firms should develop complex innovative solutions requiring the interaction of multiple-players. Therefore, knowledge integration becomes a key strategic dimension to keep the edge in the global competition and ecosystems of innovation are privileged 'places' where it can be organised in a way that ensures the creation of a higher collective value. Evidence shows that leading R&D investors can play a pivotal role in the establishment and development of such ecosystems, by bringing the necessary assets (resources, knowledge, capabilities and leadership) to activate their dynamics (along the three dimensions of interdependence, integration and initiative). This brief identifies a number of policy interventions to support the functioning of such innovation ecosystems and calls to tailor the interventions in accordance to the stage of development of the given ecosystem. Show less
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Financing constraints, R&D investments and innovative performances: new empirical evidence at the firm level for Europe. Economic of Innovation and New Technology. Vol. 25, issue 3, pp. 183-196. DOI: 10.1080/10438599.2015.1076194
The relationship between financing constraints, investments in research and development (R&D) and innovative performances has recently attracted renewed attention in… Show more the aftermath of a financial crisis that has led to problems of access to the credit on which innovation activities crucially rely. In spite of past developments in the theoretical analysis and in the data and methodologies for empirical investigation, some issues have remained unexplored to date. In this introduction to the special issue, we examine the contribution of the papers it contains, which provide new conceptualisations and empirical evidence at the firm level for Europe. Most previous research results, which were mainly based on extending models of financing constraints and physical investments to R&D investments, are confirmed, while new insights about this relationship are uncovered, in terms of the structural characteristics of the constrained firms, of the industries in which they operate, of their innovative activities and of the innovation outcomes they achieve. Show less
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PDF World Corporate Top R&D Investors: Innovation and IP bundles
This report presents original data and statistics on the innovation output of world top corporate R&D investors. Essentially descriptive in… Show more nature, it presents statistics about the technological profiles of companies, their trademark strategies for new products and services and about the extent to which these two forms of Intellectual Property Rights (IPR) are bundled to protect and appropriate the returns from investment in knowledge-based assets. The report provides interesting insights about the innovation strategies of this sample of world leading corporate R&D investors and opens the door to further research and analysis about companies' global strategies for knowledge development and exploitation. The main target audience of this report is the policy and research communities, as well as analysts with an interest in supporting evidence-based policy making in the area of innovation and industrial policies. This joint EC-OECD report builds on the efforts to collect up-to-date, reliable and comparable company data on the top corporate R&D investors worldwide carried-out by the European Commission since 2004 (the EU Industrial R&D Investment Scoreboard publication) and on the solid knowledge and experience of the OECD in developing and providing robust and state of the art indicators on science, technology and industry (see for example OECD's STI Scoreboard publications). To access the EC-JRC/OECD COR&DIP© database, v.0. 2015 (raw data provided in flat files), please fill in the on-line form at: Access to COR&DIP© Show less
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PDF Top R&D investors and international knowledge seeking: the role of emerging technologies and technological proximity
This paper sheds new lights on the internationalization of technological activities of the top corporate R&D investors worldwide. In particular,… Show more we provide evidence on the technological factors determining their international R&D location strategies. The empirical analysis is based on the patenting activities of the top R&D investors, as reported by the EU Industrial R&D Investment Scoreboard, at the USPTO over the period 2010-2012. The technological proximity to the host country in which these companies seek for new knowledge is a key determinant for their R&D location decision. However, technological proximity has a non-linear effect on the companies' location strategies as they search for new technologies not too close to their knowledge base. Furthermore, top R&D investors worldwide target countries with comparative advantages in emerging technologies. Countries willing to attract high-value investments should create an environment conducive to the creation and development of brand new ideas with a high potential impact on the long term growth. Show less
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PDF Profits, R&D and Labour
A basis assumption in the economic literature is the one of diminishing marginal returns to labour. However, theoretical studies on… Show more knowledge and labour specialization assume that an increase in the knowledge investment embodied in the human capital of workers raises the marginal product of labour. In this paper, we propose a structural approach to test the hypothesis of non-diminishing returns to labour for a panel data set of R&D investing companies, and we explore how the marginal returns to labour vary with their level of knowledge capital (R&D) intensity. Our econometric analysis provides a number of results. First, we find that more knowledge intensive firms have non-diminishing returns to labour, while less knowledge intensive companies exhibit diminishing returns. Second, independently from the knowledge capital intensity, returns to labour increase with size. Relatively smaller firms have diminishing returns, while larger companies have non-diminishing to increasing returns to labour. However, we show that more knowledge intensive firms can attain the threshold of non-diminishing returns faster than their conterparts. Show less
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PDF The impact of skill endowments and collective bargaining on knowledge-intensive greenfield FDI
This paper assesses the contribution of skilled employment and labour market conditions to the ability of attracting knowledge intensive and… Show more manufacturing greenfield FDI. We carry out our analysis by controlling for a wide range of labour market features, such as the collective bargaining coverage rate, the non-wage labour costs, and the occupational skills of employment. It departs from the existing literature in two respects. First, it deepens the analysis on the effect of labour market regulations and skill endowments on greenfield FDI inflows. Second, it investigates the extent to which labour market characteristics matter for discriminating among 'resource-seeking' and 'efficiency/strategic asset-seeking' greenfield FDI activities (e.g. manufacturing versus knowledge-intensive foreign investments, respectively). Our empirical analysis suggests that the quality of employment and the technological knowledge base have different impact on the location of knowledge-intensive and on low-cost labour-intensive manufacturing foreign investments. Further, associating the collective bargaining coverage of unions with the level of regulation in the labour market, our results can provide insights into the effectiveness of labour market policies that aim at attracting knowledge-intensive investments. Show less
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PDF Employment Effect of Innovation
This paper estimates and decomposes the employment effect of innovation by R&D intensity levels. Our microeconometric analysis is based on… Show more a large international panel data set from the EU Industrial R&D Investment Scoreboard, and our proxy for innovation intensity is a measurable and continuous variable. Employing flexible semi-parametric methods - the generalised propensity score - allows us to recover the full functional relationship between R&D investment and firm employment, and to address important econometric issues, which is not possible in the standard estimation approach used in previous literature. Our results suggest that modest innovators do not create and may even destruct jobs by raising their R&D expenditures. Most of the jobs in the economy are created by innovation followers: increasing innovation by 1% may increase employment up to 0.7%. The job creation effect of innovation reaches its peak when R&D intensity is around 100% of the total capital expenditure, after which the positive employment effect declines and becomes statistically insignificant. Innovation leaders do not create jobs by further increasing their R&D expenditures, which are already very high. Show less