Employment, innovation, and interfirm networks
DOI:
https://doi.org/10.13133/2037-3643_73.293_4Keywords:
interfirm networks, employment, innovation, GMM systemAbstract
This paper studies the employment impact of business network agreements, an innovative policy instrument introduced in Italy in 2010 to stimulate interfirm cooperation, with the aim of increasing innovative capacity and market competitiveness. We estimate the impact of these networks on employment for a panel of Italian firms using a system generalized method of moments and considering the literature on the employment impact of innovation. We find that networks, which can be interpreted as a form of open innovation, have a positive impact on employment; moreover, this impact appears positively influenced by sectoral and regional heterogeneity of firms and the region’s innovation capacities. Overall, the results suggest that participation in networks where firms share industrial, commercial, and technical knowledge improves firm performance, creating synergies that help firms, especially small and medium-sized enterprises, to manage the growing complexity of knowledge and the fierce competition arising from increasingly globalized markets.JEL codes: D85, J2, O36
References
Alves A., Marques M.J., Saur I. and Marques P. (2007), “Creativity and Innovation through Multidisciplinary and Multisectoral Cooperation”, Creative and Innovation Management, 16 (1), pp, 27-34.
Antonelli C. (1998), “The Dynamics of Localized Technological Changes. The Interaction between Factor Costs Inducement, Demand Pull and Schumpeterian Rivalry”, Economics of Innovation and New Technology, 6 (2-3), pp. 97-120.
Antonelli C. and Colombelli A. (2015), “External and Internal Knowledge in the Knowledge Generation Function”, Industry and Innovation, 22 (4), pp. 273-298.
Barbieri L., Piva M. and Vivarelli M. (2019), “R&D, Embodied Technological Change, and Employment: Evidence from Italian Microdata”, Industrial and Corporate Change, 28 (1), pp. 203-218.
Battisti G., Gallego J., Rubalcaba L. and Windrum P. (2015), “Open Innovation in Services: Knowledge Sources, Intellectual Property Rights and Internationalization”, Economics of Innovation and New Technology, 24 (3), pp. 223-247.
Becker B.E. and Huselid M.A. (2006), “Strategic Human Resources Management: Where Do We Go from Here?” Journal of Management, 32 (6), pp. 898-925.
Bentivogli C., Quintiliani F. and Sabbatini D. (2013), “Le reti di imprese”, Questioni di Economia e Finanza Occasional Papers, no. 152, Rome: Banca d’Italia.
Blundell R. and Bond S. (1998), “Initial Conditions and Moment Restrictions in Dynamic Panel Data Models”, Journal of Econometrics, 87, pp. 115-143.
Bogers M., Foss N.J. and Lyngsie J. (2018), “The ‘Human Side’ of Open Innovation: The Role of Employee Diversity in Firm-Level Openness”, Research Policy, 47, pp. 218-231.
Bogliacino F., Piva M. and Vivarelli M. (2012), “R&D and Employment: An Application of the LSDVC Estimator Using European Microdata”, Economic Letters, 116, pp. 56-59.
Burlina C. (2018), “Inter-Firm Networks and Firm Performance: The Case of Italy”, Marco Fanno Working Paper, no. 216, Padua: Università degli Studi di Padova.
Burnside C., Eichenbaum M. and Rebelo S. (1990), “Labor Hoarding and the Business Cycle”, NBER Working Paper, no. 3556, Cambridge (MA): National Bureau of Economic Research.
Calvino F. and Virgillito M.E. (2018), “The Innovation-Employment Nexus: A Critical Survey of Theory and Empirics”, Journal of Economic Surveys, 32 (1), pp. 83-117.
Campbell D., Struck B., Tippett C. and Roberge G. (2017), “Impact of Multidisciplinary Research on Innovation”, paper presented at the 16th International Conference on Scientometrics & Informetrics (ISSI 2017), Wuhan, China, 16-20 October 2017.
Carbonara N. (2018), “Competitive Success of Italian Industrial Districts: A Network-Based Approach”, Journal of Interdisciplinary Economics, 30 (1), pp. 78-104.
Chesbrough H.W. (2003), Open Innovation: The New Imperative for Creating and Profiting from Technology, Cambridge (MA): Harvard Business School Press.
Chesbrough H. (2006), Open Business Models, Cambridge (MA): Harvard Business School Press.
Chesbrough H. (2012), “Open Innovation: Where We've Been and Where We're Going”, Research-Technology Management, 55 (4), pp. 20-27.
Chesbrough H. (2017), “The Future of Open Innovation”, Research Technology Management, 60 (1), pp. 35-38.
Chesbrough H. and Bogers M. (2014), “Explicating Open Innovation: Clarifying an Emerging Paradigm for Understanding Innovation”, in Chesbrough H., Vanhaverbeke W. and West J. (eds.), New Frontiers in Open Innovation (pp. 3-28), Oxford: Oxford University.
Christopherson S. and Clark J. (2007), Remaking Regional Economies: Power, Labour, and Firm Strategies in the Knowledge Economy, London: Routledge.
Cisi M., Devicienti F., Manello A. and Vannoni D. (2020), “The Advantages of Formalizing Networks: New Evidence from Italian SMEs”, Small Business Economics, 54, pp. 1183-1200.
Coff R. and Kryscynski D. (2011), “Drilling for Micro-Foundations of Human Capital-Based Competitive Advantages”, Journal of Management, 37 (5), pp. 1429-1443.
Dahlander L. and Gann D.M. (2010), “How Open Is Innovation?”, Research Policy, 39 (6), pp. 699-709.
De Marchi V. and Grandinetti R. (2014), “Industrial Districts and the Collapse of the Marshallian Model: Looking at the Italian Experience”, Competition and Change, 18 (1), pp. 70-87.
Diez J.D. (2002), “Metropolitan Innovation Systems: A Comparison between Barcelona, Stockholm, and Vienna”, International Regional Science Review, 25 (1), pp. 63-85.
Enkel E., Gassmann O. and Chesbrough H. (2009), “Open R&D and Open Innovation: Exploring the Phenomenon”, R&D Management, 39 (4), pp. 311-316.
EuroFound (2011), Impact of Interfirm Relationships – Employment and Working Conditions, Luxembourg: Publications Office of the European Union.
European Commission (2018), Open Innovation 2.0 Yearbook 2017-2018, Luxembourg: Publications Office of the European Union.
Evangelista R. and Vezzani A. (2011), “The Impact of Technological and Organizational Innovations on Employment in European Firms”, Industrial and Corporate Change, 21 (4), pp. 871-899.
Fabrizi A., Guarini G. and Meliciani V. (2018), “Green Patents, Regulatory Policies and Research Network Policies”, Research Policy, 47 (6), pp. 1018-1031.
Faems D.L.M., de Visser M., Andries P., van Looy B. and van Looy B. (2010), “Technology Alliance Portfolios and Financial Performance: Value-Enhancing and Cost-Increasing Effects of Open Innovation”, Journal of Product Innovation Management, 27 (6), pp. 785-796.
Florida R. (2002), “The Learning Region”, in Gertler M. and Wolfe D. (eds.), Innovation and Social Learning: Institutional Adaptation in an Era of Technological Change (pp. 159-176), New York: Palgrave Macmillan.
Garofalo G. and Guarini G. (2017), “Reti d’impresa ambientali e innovazione: un’applicazione per l’Italia”, Argomenti, 8, pp. 5-26.
Garofalo G. and Guarini G. (2018), “Reti d’impresa ambientali e sviluppo eco-sostenibile a livello regionale”, Moneta e Credito, 71 (281), pp. 13-33.
Gassman O. (2006), “Opening Up the Innovation Process: Towards an Agenda”, R&D Management, 36 (3), pp. 223-228.
Gassmann O. and Enkel E. (2004), “Towards a Theory of Open Innovation: Three Core Process Archetypes”, paper presented at the R&D Management Conference, Lisbon, 6 July.
Greco M., Grimaldi M. and Cricelli L. (2015), “Open Innovation Actions and Innovation Performance: A Literature Review of European Empirical Evidence”, European Journal of Innovation Management, 18 (2), pp. 150-171.
Harrison R., Jaumandreu J., Mairesse J. and Peters B. (2014), “Does Innovation Stimulate Employment? A Firm-Level Analysis Using Comparable Micro-Data from Four European Countries”, International Journal of Industrial Organization, 35, pp. 29-43.
Huggins R. and Johnston R. (2010), “Knowledge Flow and Inter-Firm Networks: The Influence of Network Resources, Spatial Proximity and Firm Size”, Entrepreneurship & Regional Development, 22 (5), pp. 457-484.
Hunter S.T., Cushenbery L. and Friedrich T. (2012), “Hiring an Innovative Workforce: A Necessary Yet Uniquely Challenging Endeavor”, Human Resource Management Review, 22 (4), pp. 303-322.
ILO – International Labour Office (2017), World Employment and Social Outlook 2017: Sustainable Enterprises and Jobs: Formal Enterprises and Decent Work, Geneva: International Labour Organization.
ISTAT – Italian National Institute of Statistics (2015), Structure and Competitiveness of the System of the Industrial and Services Enterprises, Year 2013, Rome: Istituto Nazionale di Statistica.
Jansen J.J.P., van den Bosch F.A.J. and Volberda H.W. (2005), “Managing Potential and Realized Absorptive Capacity: How Do Organizational Antecedents Matter?”, Academy of Management Journal, 48, pp. 999-1015.
Jiao H., Alon I. and Cui Y. (2011), “Environmental Dynamism, Innovation, and Dynamic Capabilities: The Case of China”, Journal of Enterprising Communities: People and Places in the Global Economy, 5 (2), pp. 131-144.
Johnson B. and Lundvall B. (1994), “The Learning Economy”, Journal of Industry Studies, 1 (2), pp. 23-42.
Lachenmaier S. and Rottmann H. (2011), “Effects of Innovation on Employment: A Dynamic Panel Analysis”, International Journal of Industrial Organization, 29, pp. 210-220.
Lam A. (2000), “Tacit Knowledge, Organisational Learning and Societal Institutions: An Integrated Framework”, Organization Studies, 21, pp. 487-513.
Laursen K. and Salter A. (2006), “Open for Innovation: The Role of Openness in Explaining Innovation Performance among U.K. Manufacturing Firms”, Strategic Management Journal, 27, pp. 131-150.
Lazzarotti V., Manzini R. and Pellegrini L. (2015), “Is Your Open-Innovation Successful? The Mediating Role of a Firm’s Organizational and Social Context”, The International Journal of Human Resource Management, 26 (19), pp. 2453-2485.
Mazzanti M., Montini A. and Nicolli F. (2012), “Waste Dynamics in Economic and Policy Transitions Decoupling, Convergence and Spatial Effects”, Journal of Environmental Planning and Management, 55, pp. 563-581.
Menzel M.P. and Fornahl D. (2010), “Cluster Life Cycles-Dimensions and Rationales of Cluster Evolution”, Industrial and Corporate Change, 19 (1), pp. 205-238.
Ndou V., Del Vecchio P. and Schina L. (2011), “Open Innovation Networks: The Role of Innovative Marketplaces for SME Value Creation”, International Journal of Innovation and Technology Management, 8 (3), pp. 437-453.
Nieto M.J. and Santamaría L. (2007), “The Importance of Diverse Collaborative Networks for the Novelty of Product Innovation”, Technovation, 27 (6-7), pp. 367-377.
OECD (2014), Italy: Key Issues and Policies, OECD Studies on SMEs and Entrepreneurship, Paris: OECD Publishing.
Peters B., Dachs B., Dünser M., Hud M., Köhler C. and Rammer C. (2014), “Firm Growth, Innovation and the Business Cycle”, MPRA Working Paper, , n. 110577, Mannheim: ZEW – Center for European Economic Research.
Pianta M. (2000), “The Employment Impact of Product and Process Innovation”, in Vivarelli M. and Pianta M. (eds.), The Employment Impact of Innovation: Evidence and Policy (pp. 77-95), London: Routledge.
Pianta M. (2001), “Innovation, Demand and Employment”, in Petit P. and Soete L. (eds.), Technology and the Future of European Employment (pp. 142-165), Cheltenham: Elgar.
Piva M. and Vivarelli M. (2018), “Is Innovation Destroying Jobs? Firm-Level Evidence from the EU”, Sustainability, 10, pp. 1279.
Powell W.W., Koput K.W. and Smith-Doerr L. (1996), “Interorganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology”, Administrative Science Quarterly, 41 (1), pp. 116-145.
Roodman D. (2009a), “How to do xtabond2: An introduction to ‘difference’ and ‘system’ GMM in Stata”, Stata Journal, 9, pp. 86-136.
Roodman D. (2009b), “A Note on the Theme of Too Many Instruments”, Oxford Bulletin of Economics Statistics, 1, pp. 135-158.
Sengenberger W., Loveman G. and Piore, M.J. (eds.) (1991), The Re-emergence of Small Enterprises: Industrial Restructuring in Industrialised Countries, Geneva: International Institute for Labour Studies.
Sprenger R.U. (2001), Inter-firm Networks and Regional Networks: Opportunities for Employment and Environmental Protection, Bonn: National Support Structure (NSS) ADAPT of the Federal Labour Office.
Stokvik H, Adriaenssen D. and Johannessen J. (2016), “Tacit Knowledge, Organizational Learning and Innovation in Organizations”, Problems and Perspectives in Management, 14 (3), pp. 246-255.
Teece D.J. (2007), “Explicating Dynamic Capabilities: The Nature and Micro-Foundations of (Sustainable) Enterprise Performance”, Strategic Management Journal, 28 (13), pp. 1319-50.
Teece D.J., Pisano G. and Shuen A. (1997), “Dynamic Capabilities and Strategic Management”, Strategic Management Journal, 18 (7), pp. 509-33.
Todtling F. and Trippl M. (2005), “One Size Fits All? Towards a Differentiated Regional Innovation Policy Approach”, Research Policy, 34 (8), pp. 1203-1209.
Triguero A., Corcoles D. and Fernandez S. (2020), “Influence of Open Innovation Strategies on Employment Dynamics: Evidence for Spanish Manufacturing Firms”, Economics of Innovation and New Technology, 29 (3), pp.242-265.
Van Reenen J. (1997), “Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms”, Journal of Labor Economics, 15, pp. 255-284.
Van Roy V., Vértesyb D. and Vivarelli M. (2018), “Technology and Employment: Mass Unemployment or Job Creation? Empirical Evidence from European Patenting Firms”, Research Policy, 47, pp. 1762-1776.
West J. and Bogers M. (2014), “Leveraging External Sources of Innovation: A Review of Research on Open Innovation”, Journal of Product Innovation Management, 31 (4), pp. 814-831.
West J., Salter A., Vanhaverbeke W. and Chesbrough H. (2014), “Open Innovation: The Next Decade”, Research Policy, 43, pp. 805-811.
Zeng S.X., Xie X.M. and Tam C.M. (2010), “Relationship between Cooperation Networks and Innovation Performance of SMEs”, Technovation, 30 (3), pp. 181-194.