Determinants of innovation A multivariate analysis in Colombian micro, small and medium-sized enterprises
Keywords:
Innovation, MSME performance, Product and process innovation, Alliances, ANOVAAbstract
Purpose. This paper aims to study the influence of innovation on micro, small and medium-sized enterprises (MSME) performance in Colombia through the 403 MSMES survey analysis. In particular, this paper measures the effect of participation in R&D alliances, product innovation and process innovation on it.
Design/methodology/approach. MSME performance is measured through a composite index, estimated through principal components analysis using polychoric correlations, which is based on eight selfreported assessments of MSME performance. Then, this measure of performance is related to MSME participation in R&D alliances and the product and process development stance of the MSME based on an adaptation of the Miles and Snow business classification scheme, by means of an ANOVA and a linear regression.
Findings. Colombian SMEs are not significantly benefitted from participation on R&D alliances. Instead, their performance appears to be dependent upon their internal innovation efforts directed to product development. Moreover, the results suggest that imitators get a performance almost as high as innovators.
Originality/value. Innovation activities in Colombian SMEs are carried out informally, as they are mostly uninterested to engage in R&D activities and to develop new products by own initiative. Moreover, few of them have an R&D department. In regard to technology, results suggest that almost half of SMEs are classified as followers, namely, they use the same technology as competitors.
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References
Abdullah, M. (2000), Small and Medium Enterprises in Asian Pacific Countries: Roles and Issues, Nova Publishers, Huntington.
Akehurst, G., Rueda-Armengot, C., Vivas-López, S. and Palacios-Marqués, D. (2011), “Ontological supports of knowledge: knowledge creation and analytical knowledge”, Management Decision, Vol. 49 No. 2, pp. 183-194.
Ávila, G. (2015), “How innovation in operations increases competitiveness in manufacturing SMES in the metropolitan area of guadalajara”, Nova Scientia, Vol. 7 No. 15, pp. 597-615.
Barney, J. and Griffin, R. (1992), The Management of Organizations: Strategy, Structure, Behavior, Houghton Mifflin Co, Boston.
Barro, R. and Sala-i-Martin, X. (2000), Economic Growth, The MIT Press, Cambridge.
Bell, S. and Teima, G. (2015), “Small and medium enterprises (SMEs) finance”, The World Bank available at: www.worldbank.org/en/topic/financialsector/brief/smes-finance (accessed 18 August 2016).
Bougrain, F. and Haudeville, B. (2002), “Innovation, collaboration and SMEs internal research capacities”, Research Policy, Vol. 31 No. 5, pp. 735-747.
Bureau of Labor Statistcs (2016), “Entrepreneurship and the US economy”, available at: www.bls.gov/bdm/entrepreneurship/bdm_chart3.htm
Cataño, G., Botero, P., Vanegas, J., Castro, J. and Ibarra, A. (2008), Redes de Conocimiento en Sistemas Regionales de Innovación. Un Estudio Comparado: el Caso de Las PYMES en Antioquia y el País Vasco, Instituto Tecnológico Metropolitano, Medellín.
Comin, D. (2008), “Total factor productivity”, in Derlauf En, S. and Blume, L. (Eds), The New Palgrave Dictionary of Economics, Palgrave Macmillan, available at: www.people.hbs.edu/dcomin/def.pdf
Dinero (2015), (Feb. 19)“ ¿Por qué fracasan las pymes en Colombia?”, Dinero, available at: www.dinero.com/economia/articulo/pymes-colombia/212958
Dinero (2016), “Mipymes generan alrededor del 67% del empleo en Colombia”, Dinero. Retrieved from: www.dinero.com/edicion-impresa/pymes/articulo/evolucion-y-situacion-actual-de-las-mipymes-en-colombia/222395
Edmondson, A. and Nembhard, I. (2009), “Product development and learning in project teams: the challenges are the benefits”, Journal of Product Innovation Management, Vol. 26 No. 2, pp. 123-138.
Fox, J. (2010), “Polycor: polychoric and polyserial correlations. R package version 0.7-8”, available at: https://CRAN.R-project.org/package=polycor
Gadermann, A., Guhn, M. and Zumbo, B. (2012), “Estimating ordinal reliability for likert-type and ordinal item response data: a conceptual, empirical, and practical guide”, Practical Assessment, Research and Evaluation, Vol. 17 No. 3, pp. 1-13.
Gálvez, E. Riascos, S. and Rodríguez, A. (2012), “Análisis estratégico Para el desarrollo de las MIPYMES en iberoamérica”, Informe Colombia, 2011. Cali: Universidad del Valle, available at: www.gaedpyme.upct.es/documentos/Faedpyme_iberoamerica.pdf
Govindarajan, V. (2016), (June 6). “Stop saying big companies can’t innovate”, Harvard Business Review, available at: https://hbr.org/2016/06/stop-saying-big-companies-cant-innovate
Holgado, F., Chacón, S., Barbero, I. and Vila, E. (2010), “Polychoric versus pearson correlations in exploratory and confirmatory factor analysis of ordinal variables”, Quality and Quantity, Vol. 44 No. 153, pp. 153-166.
Loaiza, O. and Franco, L. (2012), “Un estudio acerca de los determinantes de la productividad y la ineficiencia técnica en la industria colombiana, 1992-2007”.
Merriam-Webster (2016), “Innovation”, in Merriam-Webster Dictionary. available at: www.merriam-webster.com/dictionary/innovation
Miles, R. and Snow, C. (1978), Organizational Strategy, Structure, and Process, McGraw-Hill, New York, NY.
Miller, D. and Friesen, P. (1982), “Innovation in conservative and entrepreneurial firms: two models of strategic momentum”, Strategic Management Journal, Vol. 3 No. 1, pp. 1-25.
Mohd, M. and Sidek, S. (2013), “The impact of innovation on the performance of small and medium manufacturing enterprises: evidence from Malaysia”, Journal of Innovation Management in Small and Medium Enterprise, Vol. 2013, pp. 1-16.
Nixson, F. and Cook, P. (2005), “Small and medium sized enterprises in developing economies”, in Green, C.J., Kirkpatrick, C. and Murinde, V. (Eds), Finance and Development: Surveys of Theory, Evidence and Policy, Edward Elgar Publishing.
OECD (1998), “Small businesses, job creation and growth: facts, obstacles and best practices. OECD”, available at: www.oecd.org/industry/smes/2090740.pdf
OECD (2009), “Top barriers and drivers to sme inernationalisation. OECD working party on SMEs and entrepreneurship”, available at: www.oecd.org/cfe/smes/43357832.pdf
OECD (2015), “New approaches to sme and entrepreneurship financing: broadening the range of instruments. OECD Centre for entrepreneurship”, available at: www.oecd.org/cfe/smes/New-Approaches-SME-full-report.pdf
Ospina, M., Puche, M. and Arango, B. (2014), “Gestión de la innovación en pequeñas y medianas empresas: generando ventajas competitivas y posicionamiento en el mercado”, Revista Gestión de Las Personas y Tecnología, Vol. 7 No. 19, pp. 34-39.
Restrepo, J., Loaiza, O. and Albarracín, E. (2016), “Innovación y desempeño de las micro, pequeñas y medianas empresas en Colombia”, Revista de Ciencias Sociales, Vol. 22 No. 4, pp. 24-40.
Romer, P. (1990), “Endogenous technological change”, The Journal of Political Economy, Vol. 98 No. 5, pp. 71-102.
Rosenbusch, N., Brinckmann, J. and Bausch, A. (2011), “Is innovation always beneficial? A meta-analysis of the relationship between innovation and performance in SMEs”, Journal of Business Venturing, Vol. 26 No. 4, pp. 441-457.
Solow, R. (1956), “A contribution to the theory of economic growth”, Quarterly Journal of Economics, Vol. 70 No. 1, pp. 65-94.
Soto, E. and Dolan, S. (2004), Las PYMES Ante el Desafío Del Siglo XXI: los Nuevos Mercados Globales, Thompson Editores, México.
Sternberg, R. and Arndt, O. (2009), “The firm or the region: what determines the innovation behavior of european firms?”, Economic Geography, Vol. 77 No. 4, pp. 364-382.
Van de Vrande, V., De Jong, J., Vanhaverbeke, W. and De Rochemont, M. (2009), “Open innovation in SMEs: trends, motives and management challenges”, Technovation, Vol. 29 Nos 6/7, pp. 423-437.
Vanegas, J., Pérez, L., Y. and Restrepo, J. (2018), “Permanencia de firmas en el mercado: perspectivas desde Colombia y méxico. Capítulo 13”, in Rincon En Y., Rincón, J., Y. and J., Vanegas J. (Eds), Competitividad y Capacidad de Exportación en un Contexto Global, Sello Editorial Tecnológico de Antioquia, I.U, Medellín, Colombia, pp. 361-376, p. 378.
Vermeulen, P. Shaughnessy, K. and de Jong, J. (2003), “Innovation in SMEs: an empirical investigation of the inputthrougput-output-performance model”, SCALES-paper N200302. Scientific Analysis of Entrepreneurship and SMEs.
Williamson, O. and Winter, S. (1993), The Nature of the Firm: Origins, Evolution, and Development, Oxford University Press, New York, NY.
Yoguel, G. and Boscherini, F. (1996), “Algunas reflexiones sobre la medición de los procesos de innovación: la relevancia de los elementos informales e incrementales”, Redes, Vol. 3 No. 8, pp. 95-116.
Zahra, S. and Bogner, W. (2000), “Technology strategy and software new ventures’ performance: exploring the moderating effect of the competitive environment”, Journal of Business Venturing, Vol. 15 No. 2, pp. 135-173.
Zeng, S., Xie, X. and Tam, C. (2010), “Relationship between cooperation networks and innovation performance of SMEs”, Technovation, Vol. 30 No. 3, pp. 181-194.
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