Technological Forecasting & Social Change Financial constraints and the failure of innovation projects

Theoretical and empirical approaches have stressed the existence of financial constraints in innovative activities of firms. This paper analyses the role of financial obstacles on the likelihood of abandoning an innovation project. Although a large number of innovation projects are abandoned before their completion, the empirical evidence has focused on the determinants of innovation while failed projects have received little attention. Our analysis differentiates between internal and external barriers on the probability of abandoning a project and we examine whether the effects are different depending on the stage of the innovation process. In the empirical analysis carried out for a panel data of potential innovative Spanish firms for the period 2004-2010, we use a bivariate probit model to take into account the simultaneity of financial constraints and the decision to abandon an innovation project. Our results show that financial constraints most affect the probability of abandoning an innovation project during the concept stage and that low-technological manufacturing and non-KIS service sectors are more sensitive to financial constraints.

[1]  Eric Strobl,et al.  Is R & D Financially Constrained? Theory and Evidence from Irish Manufacturing , 2003 .

[2]  Vicente Royuela,et al.  Economía Urbana Y Calidad De Vida. Una Revisión Del Estado Del Conocimiento En España (Urban Economics and Quality of Life. A Survey of the State-of-the-Art in Spain) , 2006 .

[3]  Bronwyn H Hall,et al.  Firm Level Investment and R&D in France and the United States: A Comparison , 2000 .

[4]  A. Lucena The Antecedents and Innovation Consequences of Organizational Search: Empirical Evidence for Spain , 2009 .

[5]  F. Palm,et al.  Working Paper Series # 2007-011 Financial Constraint and R & D Investment : Evidence from CIS , 2007 .

[6]  Antoni Ferri,et al.  Solvency Capital Estimation and Risk Measures , 2012, MS.

[7]  Miquel Àngel Bové-Sans,et al.  Quantitative analysis of image factors in a cultural heritage tourist destination , 2012 .

[8]  Oriol Tejada,et al.  A theoretical and practical study on linear reforms of dual taxes , 2009 .

[9]  J. Estevez,et al.  Do universities affect firms’ location decisions? Evidence from Spain , 2011 .

[10]  Andrea Mina,et al.  The Demand and Supply of External Finance for Innovative Firms , 2013 .

[11]  Chaoshin Chiao,et al.  Relationship between debt, R&D and physical investment, evidence from US firm-level data , 2002 .

[12]  Mercedes Ayuso,et al.  Loss Risk Through Fraud in Car Insurance , 2011 .

[13]  V. Gombau,et al.  The Innovation and Imitation Dichotomy in Spanish Firms: Do Absorptive Capacity and the Technological Frontier Matter? , 2011 .

[14]  Jürgen Janger,et al.  Distance to the frontier and the perception of innovation barriers across European countries , 2014 .

[15]  Raúl Ramos Lobo,et al.  Portabilidad del capital humano y asimilación de los inmigrantes: evidencia para España , 2008 .

[16]  Rafael González-Val,et al.  Growth in a Cross-section of Cities: Location, Increasing Returns or Random Growth? , 2011 .

[17]  Aïda Solé-Auró,et al.  Are we living longer but less healthy? Trends in mortality and morbidity in Catalonia (Spain), 1994–2011 , 2015, European journal of ageing.

[18]  I. Moreno-Torres What If There Was a Stronger Pharmaceutical Price Competition in Spain? When Regulation Has a Similar Effect to Collusion , 2011 .

[19]  H. S. Fernando,et al.  Financing R&D and Innovation for Corporate Growth: What new evidence should policy-makers know? , 2014 .

[20]  Albert Banal-Estañol,et al.  Research Output From University–Industry Collaborative Projects , 2013 .

[21]  V. Royuela,et al.  What About People in European Regional Science? , 2012 .

[22]  Toni M. Whited,et al.  Financial Constraints Risk , 2005 .

[23]  S. Winter,et al.  An evolutionary theory of economic change , 1983 .

[24]  Veneta Andonova,et al.  Political Institutions and the Development of Telecomunications , 2006 .

[25]  Anna Matas,et al.  Cross-Section Data, Disequilibrium Situations and Estimated Coefficients: Evidence from Car Ownership Demand , 2007 .

[26]  Los límites de la compacidad urbana como instrumento a favor de la sostenibilidad. La hipótesis de la compensación en Barcelona medida a través de la huella ecológica de la movilidad y la vivienda , 2012 .

[27]  Veneta Andonova,et al.  Political Institutions and the Development of Telecommunications , 2007, SSRN Electronic Journal.

[28]  Daniel Sol,et al.  Lowering blood alcohol content levels to save lives the european experience , 2008 .

[29]  Jordi Perdiguero,et al.  Driving Competition in Local Gasoline Markets , 2012 .

[30]  A. Manresa,et al.  Leontief versus Ghosh: two faces of the same coin , 2012 .

[31]  Manuela Alcañiz,et al.  A Logistic Regression Approach to Estimating Customer Profit Loss Due to Lapses in Insurance , 2011 .

[32]  Mercedes Teruel,et al.  Barriers to Innovation and Public Policy in Catalonia , 2007 .

[33]  Jordi Perdiguero,et al.  (No) Competition in the Spanish Retailing Gasoline Market: A Variance Filter Approach , 2009 .

[34]  G. Bel,et al.  Comparison of Recent Toll Road Concession Transactions in the United States and France , 2007 .

[35]  Gabriele Pellegrino,et al.  The Determinants of YIC's R&D Activity , 2011 .

[36]  Tanja Tanayama,et al.  Estimating the Benefits of Targeted R&D Subsidies , 2013, Review of Economics and Statistics.

[37]  Andrés Barge-Gil,et al.  Cooperation-based innovators and peripheral cooperators: An empirical analysis of their characteristics and behavior , 2010 .

[38]  J. Lampón,et al.  Why Firms Relocate Their Production Overseas? The Answer Lies Inside: Corporate, Logistic and Technological Determinants , 2013 .

[39]  Generic Drugs in Spain: Price Competition versus Moral Hazard , 2011 .

[40]  S. Kaplan,et al.  Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints? , 1997 .

[41]  Marco Tonello Mechanisms of peer interactions between native and non-native students: rejection or integration? , 2011 .

[42]  Hanna Hottenrott,et al.  Financing Constraints for Industrial Innovation: What do We Know? , 2010 .

[43]  Mariam Camarero,et al.  New Evidence of the Real Interest Rate Parity for OECD Countries Using Panel Unit Root Tests with Breaks , 2006 .

[44]  Frederique Savignac,et al.  The Impact of Financial Constraints on Innovation: What Can Be Learned from a Direct Measure? , 2007 .

[45]  Fabrice Galia,et al.  Obstacles to innovation: what hampers innovation in France and Italy? , 2012 .

[46]  Charles P. Himmelberg,et al.  R&D and internal finance: a panel study of small firms in high-tech industries , 1994 .

[47]  Marta Arespa A New Open Economy Macroeconomic Model with Endogenous Portfolio Diversification and Firms Entry , 2011 .

[48]  Daniel Montolio,et al.  Assessing the Assignation of Public Subsidies: Do the Experts Choose the Most Efficient R&D Projects? , 2008 .

[49]  D. Sol Shifting Death to their Alternatives: The Case of Toll Motorways , 2007 .

[50]  Dietmar Harhoff,et al.  Are There Financing Constraints for R&D and Investment in German Manufacturing Firms? , 1998 .

[51]  Dennis J. Snower,et al.  The macroeconomics of the labor market: three fundamental views , 2006, SSRN Electronic Journal.

[52]  A. D. Paolo Knowledge of Catalan, Public/Private Sector Choice and Earnings: Evidence from a Double Sample Selection Model , 2010 .

[53]  Paul Stoneman,et al.  Project financed by the European Commission, DG Research , 2001 .

[54]  Francesc Trillas,et al.  Regulatory federalism and industrial policy in broadband telecommunications , 2013, Inf. Econ. Policy.

[55]  Xavier Fageda,et al.  Technology, Business Models and Network Structure in the Airline Industry , 2010 .

[56]  Elisabet Viladecans-Marsal,et al.  What Underlies Localization and Urbanization Economies? Evidence from the Location of New Firms , 2012 .

[57]  Franz C. Palm,et al.  Financial Constraints and Other Obstacles: are they a Threat to Innovation Activity? , 2008 .

[58]  R. Ramos,et al.  Public-Private Sector Wage Differentials by Type of Contract: Evidence from Spain , 2014, SSRN Electronic Journal.

[59]  José Luis Raymond Bara,et al.  Capital humano: un análisis comparativo Catalunya - España , 2006 .

[60]  Montserrat Guillén,et al.  Prevalence of Alcohol-Impaired Drivers Based on Random Breath Tests in a Roadside Survey , 2013 .

[61]  Y. Mundlak On the Pooling of Time Series and Cross Section Data , 1978 .

[62]  Catalina Bolancé,et al.  Estimating Extreme Value Cumulative Distribution Functions Using Bias-Corrected Kernel Approaches , 2015 .

[63]  Human Capital Spillovers, Productivity and Regional Convergence in Spain , 2009 .

[64]  J. M. Ferrera,et al.  Analysis of alternative proposals to reform the Spanish intergovernmental transfer system for municipalities , 2011 .

[65]  M. Carree,et al.  Inter-temporal patterns of R&D collaboration and innovative performance , 2014, The Journal of Technology Transfer.

[66]  Montserrat Guillén,et al.  Prediction of the Economic Cost of Individual Long-Term Care in the Spanish Population , 2010 .

[67]  Andrew A. Toole,et al.  Is Public R&D a Complement or Substitute for Private R&D? A Review of the Econometric Evidence , 1999 .

[68]  Ester Martínez-Ros,et al.  Tax incentives… or subsidies for business R&D? , 2014 .

[69]  R. Nelson The Simple Economics of Basic Scientific Research , 1959, Journal of Political Economy.

[70]  Carlos Carreira,et al.  No Deep Pockets: Some Stylized Empirical Results on Firms’ Financial Constraints , 2010 .

[71]  Anna Castañer,et al.  An Analysis of Black-Box Optimization Problems in Reinsurance: Evolutionary-Based Approaches , 2013 .

[72]  E. Boj,et al.  Local Distance-Based Generalized Linear Models Using the Dbstats Package for R , 2012 .

[73]  A. D. Paolo,et al.  Parental Education and Family Characteristics: Educational Opportunities Across Cohorts in Italy and Spain , 2010 .

[74]  M. Savona,et al.  What hampers innovation? Revealed barriers versus deterring barriers , 2012 .

[75]  Robert E. Carpenter,et al.  Capital Market Imperfections, High-Tech Investment, and New Equity Financing , 2002 .

[76]  S. Rabe-Hesketh,et al.  Avoiding biased versions of Wooldridge’s simple solution to the initial conditions problem , 2013 .

[77]  Montserrat Guillén,et al.  Health Care Utilization Among Immigrants and Native-Born Populations in 11 European Countries. Results from the Survey of Health, Ageing and Retirement in Europe , 2009 .

[78]  Werner Hölzl,et al.  Innovation Barriers across Firms and Countries , 2012 .

[79]  G. Turati,et al.  What are the Causes of Educational Inequalities and of Their Evolution Over Time in Europe? Evidence from PISA , 2011 .

[80]  C. Álvarez-Albelo,et al.  Explaining High Economic Growth in Small Tourism Countries with a Dynamic General Equilibrium Model , 2007 .

[81]  Hanna Hottenrott,et al.  Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation? , 2012, Review of Economics and Statistics.

[82]  A. D. Paolo (Endogenous) Occupational Choices and Job Satisfaction Among Recent PhD Recipients: Evidence from Catalonia , 2012 .

[83]  P. Cheshire,et al.  Land use regulation and productivity - land matters: evidence from a UK supermarket chain , 2012 .

[84]  A. Osorio,et al.  Social Determinants of Child Health in Colombia: Can Community Education Moderate the Effect of Family Characteristics? , 2013 .

[85]  Steven M. Fazzari,et al.  Financing Constraints and Corporate Investment , 1987 .

[86]  Agustí Segarra-Blasco,et al.  Barriers to innovation and public policy in Catalonia , 2008 .

[87]  Poor Institutions, Rich Mines: Resource Curse and the Origins of the Sicilian Mafia , 2012 .

[88]  Monika Schnitzer,et al.  Financial Constraints and Innovation: Why Poor Countries Don't Catch Up , 2010, SSRN Electronic Journal.

[89]  Anna Castañer,et al.  Optimal Stop-Loss Reinsurance: A Dependence Analysis , 2014 .

[90]  J. Duro,et al.  Ecological Footprint Inequality across Countries: The Role of Environment Intensity, Income and Interaction Effects , 2012 .

[91]  Santiago Lago‐Peñas,et al.  On the Determinants of Local Tax Rates: New Evidence from Spain , 2011 .

[92]  G. Atzeni,et al.  R&D Investment, Credit Rationing and Sample Selection , 2005 .

[93]  L. Salvadori,et al.  Empirical evidence on horizontal competition in tax enforcement , 2015 .

[94]  A. Ollé,et al.  Partisan targeting of inter-governmental transfers & state interference in local elections: evidence from Spain , 2012 .

[95]  D. Karlis,et al.  Modelling Dependence in a Ratemaking Procedure with Multivariate Poisson Regression Models , 2010 .

[96]  Francisco Mas-Verdú,et al.  Which Firms Want PhDs? The Effect of the University-Industry Relationship on the PhD Labour Market , 2010 .

[97]  Agustí Segarra-Blasco,et al.  R&D Cooperation between Spanish Firms and Scientific Partners: What is the Role of Tertiary Education? , 2011 .

[98]  J. Borrell,et al.  Clustering or Scattering: The Underlying Reason for Regulating Distance Among Retail Outlets , 2010 .

[99]  A. Sapio,et al.  Financing technology-based small firms in Europe: what do we know? , 2012 .

[100]  Anna Matas,et al.  Economic Development and Changes in Car Ownership Patterns , 2006 .

[101]  Charles J. Hadlock,et al.  New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index , 2009 .

[102]  Anna Matas,et al.  Traffic forecasts under uncertainty and capacity constraints , 2009 .

[103]  J. Jiménez,et al.  Evaluating Antitrust Leniency Programs , 2012 .

[104]  Xavier Fageda,et al.  Is it Redistribution or Centralization? On the Determinants of Government Investment in Infrastructure , 2010 .

[105]  Rosina Moreno,et al.  Decomposing Differences in Total Factor Productivity Across Firm Size , 2007 .

[106]  A. Osorio,et al.  Intermediary and Structural Determinants of Early Childhood Health in Colombia: Exploring the Role of Communities , 2012 .

[107]  K. Arrow The Economic Implications of Learning by Doing , 1962 .

[108]  A. D. Paolo,et al.  Language Knowledge and Earnings in Catalonia , 2010 .

[109]  Jordi Jofre Monseny,et al.  Welfare spending and ethnic heterogeneity. Evidence from a massive immigration wave , 2011 .

[110]  Mauro Mediavilla,et al.  Evaluating the Impact of Public Subsidies on a Firm's Performance: A Quasi-Experimental Approach , 2007 .

[111]  Paul Stoneman,et al.  Financial Constraints on Innovation: A European Cross-Country Study , 2002 .

[112]  Stephane Lhuillery,et al.  R&D cooperation and failures in innovation projects: Empirical evidence from French CIS data , 2009 .

[113]  J. Borrell,et al.  Assessing Excess Profits from Different Entry Regulations , 2009 .

[114]  J. Asensio,et al.  How Effective are Policies to Reduce Gasoline Consumption? Evaluating a Quasi-Natural Experiment in Spain , 2013 .

[115]  Àngels Pelegrín Solé Offshoring and company characteristics: some evidence from the analysis of Spanish firm data , 2011 .

[116]  Kurt Schmidheiny,et al.  Estimating the Rivalness of State‐Level Inward FDI , 2015 .

[117]  M. L. Mancusi,et al.  R&D and Credit Rationing in SMEs , 2014 .

[118]  Bharat A. Jain,et al.  Does the Presence of Venture Capitalists Improve the Survival Profile of IPO Firms , 2000 .

[119]  John D. Wilson,et al.  Tax Competition with Heterogeneous Capital Mobility , 2015, Journal of Public Economics.

[120]  A. Vaglio,et al.  Why Do Educated Mothers Matter? A Model of Parental Help , 2010 .

[121]  Antoni Ferri,et al.  A CORRELATION SENSITIVITY ANALYSIS OF NON-LIFE UNDERWRITING RISK IN SOLVENCY CAPITAL REQUIREMENT ESTIMATION , 2011, ASTIN Bulletin.

[122]  María García‐Vega,et al.  Determinants of Abandoning Innovative Activities: Evidence from Spanish Firms , 2010 .

[123]  Volodymyr Bilotkach,et al.  Scheduled Service Versus Personal Transportation: The Role of Distance , 2010 .

[124]  T. Mora,et al.  THE INFLUENCE OF BMI, OBESITY AND OVERWEIGHT ON MEDICAL COSTS: A PANEL DATA APPROACH , 2012 .

[125]  Fereidoun Ghasemzadeh,et al.  An integrated framework for project portfolio selection , 1999 .

[126]  David J. Storey,et al.  Financial constraints on the growth of high technology small firms in the United Kingdom , 1997 .

[127]  Jeffrey M. Wooldridge,et al.  The Initial Conditions Problem in Dynamic, Nonlinear Panel Data Models with Unobserved Heterogeneity , 2002 .

[128]  S. Winter,et al.  Appropriating the Returns from Industrial Research and Development , 1987 .

[129]  Pere Castells,et al.  The Choice of Banking Firm: Are the Interest Rate a Significant Criteria? , 2006 .

[130]  How to Use the Standard Model with Own Data? , 2012 .

[131]  D. Montolio,et al.  The Link between Public Support and Private R&D Effort: What is the Optimal Subsidy? , 2011 .

[132]  Paul Stoneman,et al.  Financial constraints to innovation in the UK: evidence from CIS2 and CIS3 , 2007 .

[133]  C. Álvarez-Albelo,et al.  The Commons and Anti-Commons Problems in the Tourism Economy , 2009 .

[134]  R. Ramachandran Language use in education and primary schooling attainment: evidence from a natural experiment in Ethiopia , 2012 .

[135]  Darwin F. Cortes Decentralization of government and contracting with the private sector , 2011 .

[136]  Alexandrina Stoyanova,et al.  Changes in the demand for private medical insurance following a shift in tax incentives. , 2008, Health economics.

[137]  Xavier Fageda,et al.  Privatization and Competition in the Delivery of Local Services: An Empirical Examination of the Dual Market Hypothesis , 2008 .

[138]  Reinhilde Veugelers,et al.  On Young Highly Innovative Companies: Why They Matter and How (Not) to Policy Support Them , 2010 .

[139]  Miriam Hortas-Rico,et al.  Does Urban Sprawl Increase the Costs of Providing Local Public Services? Evidence from Spanish Municipalities , 2008 .

[140]  Montserrat Guillén,et al.  Nonparametric Estimation of Value-at-Risk , 2012 .

[141]  Antonio Di Paolo Knowledge of Catalan, Public/Private Sector Choice and Earnings: Evidence from a Double Sample Selection Model , 2010 .

[142]  M. L. Mancusi,et al.  R&D, Innovation and Liquidity Constraints , 2010 .

[143]  F. Bogliacino,et al.  The impact of R&D on employment in Europe: a firm-level analysis , 2011 .

[144]  Peter G. Backus Gibrat’s law and legacy for non-profit organisations: a non-parametric analysis , 2012 .

[145]  Montserrat Guillén,et al.  Estimation of Parametric and Nonparametric Models for Univariate Claim Severity Distributions: An Approach Using R , 2011 .

[146]  Dirk Czarnitzki,et al.  Research and Development in Small and Medium-Sized Enterprises: The Role of Financial Constraints and Public Funding , 2006 .

[147]  Christian Durán Weitkamp,et al.  Economic Effects of Road Accessibility in the Pyrenees: User Perspective , 2008 .

[148]  Evens Salies A TEST OF THE SCHUMPETERIAN HYPOTHESIS IN A PANEL OF EUROPEAN ELECTRIC UTILITIES , 2009 .

[149]  Chad Lin,et al.  The enigma of evaluation: benefits, costs and risks of IT in Australian small-medium-sized enterprises , 2005, Inf. Manag..

[150]  Paula Herrera-Idárraga,et al.  Informality and Overeducation in the Labor Market of a Developing Country , 2012 .

[151]  Montserrat Guillén,et al.  An Introduction to Parametric and Non-Parametric Models for Bivariate Positive Insurance Claim Severity Distributions , 2010 .

[152]  Los salarios de los inmigrantes en el mercado de trabajo español. ¿Importa el origen del capital humano? , 2009 .

[153]  R. Ramos,et al.  Occupational Mobility of Immigrants in a Low Skilled Economy: The Spanish Case , 2010, SSRN Electronic Journal.

[154]  Elisabet Viladecans-Marsal,et al.  LOCAL SPENDING AND THE HOUSING BOOM , 2011 .

[155]  Patrick Sevestre,et al.  Where there is a will, there is a way? Assessing the impact of obstacles to innovation , 2013 .

[156]  Raul Ramos,et al.  Job Losses, Outsourcing and Relocation: Empirical Evidence Using Microdata , 2006, SSRN Electronic Journal.

[157]  M. Callejón,et al.  The Black Box of Business Dynamics , 2009 .

[158]  Montserrat Guillén,et al.  How Much Risk is Mitigated by LTC Insurance? A Case Study of the Public System in Spain , 2011 .

[159]  Ernest Miguélez,et al.  Do Labour Mobility and Networks Foster Geographical Knowledge Diffusion? The Case of European Regions , 2012 .

[160]  Anna Piil Damm Neighborhood Quality and Labor Market Outcomes: Evidence from Quasi-Random Neighborhood Assignment of Immigrants , 2013 .

[161]  J. Brueckner,et al.  Beaches, Sunshine, and Public-Sector Pay: Theory and Evidence on Amenities and Rent Extraction by Government Workers , 2011 .

[162]  Xosé-Luís Varela-Irimia Profitability, Uncertainty and Multi-Product Firm Product Proliferation: The Spanish Car Industry , 2012 .

[163]  Philippe De Donder,et al.  Voting under the threat of secession: accommodation versus repression , 2011, Soc. Choice Welf..

[164]  Jordi Jofre-Monseny,et al.  Tax Differentials and Agglomeration Economies in Intraregional Firm Location , 2007 .

[165]  Xavier Fageda,et al.  An Empirical Analysis of a Merger between a Network and Low-Cost Airlines , 2011 .

[166]  Xosé-Luís Varela-Irimia Age effects, unobserved characteristics and hedonic price indexes: The Spanish car market in the 1990s , 2014 .

[167]  Volodymyr Bilotkach,et al.  Scheduled Service Versus Personal Transportation: The Role of Distance , 2008 .

[168]  Laura Fernández-Villadangos Are Two-Part Tariffs Efficient When Consumers Plan Ahead?: An Empirical Study , 2006 .

[169]  C. Tello,et al.  Changes in Wage Structure in Mexico Going Beyond the Mean: An Analysis of Differences in Distribution, 1987-2008 , 2012, SSRN Electronic Journal.

[170]  José María Durán Cabré,et al.  An empirical analysis of wealth taxation: Equity vs. tax compliance , 2007 .

[171]  D. Montolio,et al.  What type of innovative firms acquire knowledge intensive services and from which suppliers , 2011 .

[172]  A. Manresa,et al.  The International Trade as the Sole Engine of Growth for an Economy , 2009 .

[173]  Montserrat Guillén,et al.  Discrete Time Non-Homogeneous Semi-Markov Processes Applied to Models for Disability Insurance , 2012 .

[174]  Fabrice Galia,et al.  Complementarities between obstacles to innovation: evidence from France , 2004 .

[175]  Tomás del Barrio Castro,et al.  The Determinants of University Patenting: Do Incentives Matter? , 2009 .

[176]  V. Hajivassiliou,et al.  Financing Constraints and a Firm's Decision and Ability to Innovate: Establishing Direct and Reverse Effects , 2008 .

[177]  David Mazursky,et al.  Financial constraints in innovation projects: When is less more? , 2008 .

[178]  Diego Martínez‐López,et al.  VERTICAL EXTERNALITIES WITH LUMP-SUM TAXES: HOW MUCH DIFFERENCE DOES UNEMPLOYMENT MAKE? , 2014 .

[179]  Elisabet Viladecans-Marsal,et al.  Sequential City Growth in the US: Does Age Matter? , 2013 .

[180]  Cees van Beers,et al.  Determinants of Innovative Behaviour: A Firm's Internal Practices and its External Environment , 2008 .

[181]  J. Robles,et al.  Does Grade Retention Affect Achievement? Some Evidence from PISA , 2011 .

[182]  Daniel Albalate,et al.  Exploring Determinants of Urban Motorcycle Accident Severity: The Case of Barcelona , 2009 .

[183]  Luis Diaz-Serrano,et al.  The Causal Relationship between Individual’S Choice Behavior and Self-Reported Satisfaction: The Case of Residential Mobility in the EU , 2008 .

[184]  Manuela Alcañiz,et al.  Calculation of the Variance in Surveys of the Economic Climate , 2006 .

[185]  D. Karlis,et al.  Mixture of Bivariate Poisson Regression Models with an Application to Insurance , 2011 .

[186]  Pere Arqué-Catells,et al.  Sunk Costs, Extensive R&D Subsidies and Permanent Inducement Effects , 2012 .

[187]  Alex Coad,et al.  Like Milk or Wine: Does Firm Performance Improve with Age? , 2010 .

[188]  Bronwyn H Hall The Financing of Innovative Firms , 2010 .

[189]  Agustí Segarra-Blasco,et al.  PRODUCTIVITY GROWTH AND COMPETITION IN SPANISH MANUFACTURING FIRMS: WHAT HAS HAPPENED IN RECENT YEARS? , 2006 .

[190]  Mariana Mazzucato,et al.  Financing innovation: creative destruction vs. destructive creation , 2013 .

[191]  Hanna Hottenrott,et al.  R&D investment and financing constraints of small and medium-sized firms , 2011 .

[192]  Francesc Trillas,et al.  Productive Efficiency and Regulatory Reform: The Case of Vehicle Inspection Services , 2006 .

[193]  Ismael Gomez-Miguelez,et al.  Singling Out Individual Inventors from Patent Data , 2011 .

[194]  J. Duro,et al.  Ecological Footprint Inequality: A Methodological Review and Some Results , 2012 .

[195]  Anna Matas,et al.  Car Ownership and Access to Jobs in Spain , 2008 .

[196]  J. Raymond,et al.  The Impact of Agglomeration Effects and Accessibility on Wages , 2011 .

[197]  M. Dahlberg,et al.  Is There an Election Cycle in Public Employment? Separating Time Effects from Election Year Effects , 2011 .

[198]  J. Raymond,et al.  How Market Access Shapes Human Capital Investment in a Peripheral Country , 2013 .