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Vol. 11. Núm. 34.
Páginas 53-80 (marzo 2008)
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Vol. 11. Núm. 34.
Páginas 53-80 (marzo 2008)
Open Access
Configuración del portafolio tecnológico, diversidad e innovación: un estudio longitudinal
Visitas
2646
C. Quintana García
, C.A. Benavides Velasco**
* Profesora Titular de Universidad de Organización de Empresas. Dpto. Economía y Administración de Empresas. Facultad de Ciencias Económicas y Empresariales. Campus El Ejido, s/n. 29071 Málaga (España). Teléfono: (34) 95 213 41 47 Fax: (34) 95 213 12 93
** Profesor Titular de Universidad de Organización de Empresas. Dpto. Economía y Administración de Empresas. E.T.S. Ingenieros Industriales. Campus El Ejido, s/n. 29071 Málaga (España). Teléfono: (34) 95 213 25 28 Fax: (34) 95 213 70 33
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Resumen

Partiendo de las teorías evolucionista y del aprendizaje organizacional, el presente artículo se ha centrado en determinar la influencia de desarrollar un portafolio tecnológico diverso en la innovación. El estudio longitudinal de una muestra de empresas biotecnológicas confirma que la diversificación tecnológica afecta positivamente a la capacidad innovadora (medida a través de patentes), aunque dicha relación no es lineal sino curvilínea en forma de U invertida. Esto significa que fomentar una configuración diversificada de tecnologías en un grado óptimo favorece la generación de combinaciones novedosas para resolver problemas complejos, a la vez que permite la integración eficiente y consolidación del nuevo conocimiento. Además, un análisis diferenciado de la diversificación relacionada y no relacionada permite identificar el distinto impacto de cada estrategia en las capacidades de innovación exploratoria y explotativa. El trabajo finaliza discutiendo las implicaciones que para la teoría y la práctica empresarial tienen estos resultados, así como proponiendo líneas futuras de investigación.

Palabras clave:
datos de panel
diversidad tecnológica
capacidad de innovación
patentes
industria de alta tecnología
Abstract

Based on evolutionary and organizational learning theories, this article analyses the influence of a diverse technology portfolio on innovation. A longitudinal study of a sample of biotechnology firms verifies that technological diversification has a positive effect on innovative capability, which is measured as inventive activity (patents). However, such diversity is curvilinearly (taking an inverted U-shape) related to invention. This fact means that enhancing a diversified configuration of technologies increases the generation of novel combinations suitable to solve complex problems, and at the same time facilitates the efficient integration and consolidation of new knowledge. Moreover, a discriminant analysis of related and unrelated technological diversification allows identifying the different impact of each strategy on both exploratory and exploitative innovation capacities. The last section of the paper discusses the implications of these results for theory and managers, and proposes streams for further research.

Key words:
panel data
technological diversification
innovative capability
patents
high technology industry
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Referencias bibliográficas
[Abernathy and Clark, 1985]
W.J. Abernathy, K. Clark.
Innovation: Mapping the winds of creative destruction.
Research Policy, vol. 14 (1985), pp. 3-22
[Ahuja and Lampert, 2001]
G. Ahuja, C.M. Lampert.
Entrepreurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions.
Strategic Management Journal, vol. 22 (2001), pp. 521-543
[Allison, 2000]
P.D. Allison.
Logistic Regression Using the SAS System.
Ed. SAS Institute, (2000),
[Andersen and Walsh, 2000]
H.B. Andersen, V. Walsh.
Co-evolution within chemical technology systems: a competence bloc approach.
Industry and Innovation, vol. 7 (2000), pp. 77-115
[Argyres, 1996]
N. Argyres.
Capabilities, technological diversification and divisionalization.
Strategic Management Journal, vol. 17 (1996), pp. 395-410
[Asebio, 2002]
Asebio.
Informe ASEBIO 2002.
Asociación Española de Bioempresas, Antares Consulting, (2002),
[Asebio, 2006]
Asebio.
Informe ASEBIO 2005.
Asociación Española de Bioempresas, (2006),
[Bachmann, 1998]
A. Bachmann.
Profiles of corporate technological capabilities - a comparison of large British and German pharmaceutical companies.
Technovation, vol. 18 (1998), pp. 593-604
[Barney, 1991]
J. Barney.
Firm resources and sustained competitive advantage.
Journal of Management, vol. 17 (1991), pp. 99-120
[Bartholomew, 1997]
S. Bartholomew.
National systems of biotechnology innovation: complex interdependence in the global system.
Journal of International Business Studies, vol. 28 (1997), pp. 241-266
[Benavides Velasco, 1998]
C.A. Benavides Velasco.
Tecnología innovación y empresa.
Ed. Pirámide, (1998),
[Benner and Tushman, 2002]
M. Benner, M. Tushman.
Process Management and Technological Innovation: A Longitudinal Study of the Photography and Paint Industries.
Administrative Science Quarterly, vol. 47 (2002), pp. 676-706
[Benner and Tushman, 2003]
M. Benner, M. Tushman.
Exploitation, exploration, and process management: the productivity dilemma revisited.
Academy of Management Review, vol. 28 (2003), pp. 238-256
[Breschi et al., 2003]
S. Breschi, F. Lissoni, F. Malerba.
Knowledge-relatedness in firm technological diversification.
Research Policy, vol. 32 (2003), pp. 69-87
[Cantwell and Vertova, 2004]
J.A. Cantwell, G. Vertova.
Historical evolution of technological diversification.
Research Policy, vol. 33 (2004), pp. 511-529
[Cardinal, 2001]
L.B. Cardinal.
Technological Innovation in the Pharmaceutical Industry: The Use of Organizational Control in Managing Research and Development.
Organization Science, vol. 12 (2001), pp. 19-36
[Christensen, 2002a]
J.F. Christensen.
Building innovate assets and dynamic coherence in multi-technology companies.
Resource, Technology and Strategy. Explorations in the resource-based perspective, pp. 123-152
[Christensen, 2002b]
J.F. Christensen.
Corporate strategy and the management of innovation and technology.
Industrial and Corporate Change, vol. 11 (2002), pp. 263-288
[Cockburn and Henderson, 2001]
I.M. Cockburn, R.M. Henderson.
Scale, scope in drug development: unpacking the advantages of size in pharmaceutical research.
Journal of Health Economics, vol. 20 (2001), pp. 1033-1057
[Cohen, 1995]
W.M. Cohen.
Empirical Studies of Innovative Activity.
Handbook of the Economics of Innovation and Technological Change, pp. 82-264
[Cohen and Levinthal, 1990]
W.M. Cohen, D.A. Levinthal.
Absorptive capacity: A new perspective on learning and innovation.
Administrative Science Quarterly, vol. 35 (1990), pp. 128-152
[Coombs and Metcalfe, 2000]
R. Coombs, S. Metcalfe.
Organising for Innovation: Co-ordinating Distributed Innovation Capabilities.
Competence, Governance and Entrepreneurship, pp. 209-231
[Cotec, 1997]
Cotec.
Fundación Cotec para la Innovación Tecnológica, (1997),
[Cusmano, 2000]
L. Cusmano.
Technology policy and co-operative R&D: the role of relational research capacity.
DRUID Winter Conference on Industrial Dynamics, Hillerød, Dinamarca, (2000),
[Danneels, 2002]
E. Danneels.
The dynamics of product innovation and firm competences.
Strategic Management Journal, vol. 23 (2002), pp. 1095-1121
[David, 1975]
P.A. David.
Technical choice.
innovation and economic growth, Ed. Cambridge University Press, (1975),
[David, 1985]
P.A. David.
Clio and the economics of QWERTY.
American Economic Review, vol. 75 (1985), pp. 332-337
[Dewar and Dutton, 1986]
R.D. Dewar, J.E. Dutton.
The adoption of radical and incremental innovations: An empirical analysis.
Management Science, vol. 32 (1986), pp. 1422-1433
[Dosi, 1982]
G. Dosi.
Technological Paradigms and Technological Trajectories: A suggested interpretation of the determinants and directions of technical change.
Research Policy, vol. 11 (1982), pp. 147-162
[Ettlie et al., 1984]
J.E. Ettlie, W.P. Bridges, R.D. O’Keefe.
Organization strategy and structural differences for radical versus incremental innovation.
Management Science, vol. 30 (1984), pp. 682-695
[Fai, 2003]
F. Fai.
Corporate Technological Competence and the Evolution of Technological Diversification.
Ed. Edward Elgar, (2003),
[Fleming, 2001]
L. Fleming.
Recombinant uncertainty in technological search.
Management Science, vol. 47 (2001), pp. 117-132
[Freeman and Soete, 1997]
C. Freeman, L. Soete.
The economics of industrial innovation.
Ed. MIT Press, (1997),
[Gambardella and Torrisi, 1998]
A. Gambardella, S. Torrisi.
Does technological convergence imply convergence in markets?. Evidence from the electronics industry.
Research Policy, vol. 27 (1998), pp. 445-463
[García-Vega, 2006]
M. García-Vega.
Does technological diversification promote innovation?.
An empirical analysis for European firms?. », Research Policy, vol. 35 (2006), pp. 230-246
[Gemba and Kodama, 2001]
K. Gemba, F. Kodama.
Diversification dynamics of the Japanese industry.
Research Policy, vol. 30 (2001), pp. 1165-1184
[Giuri et al., 2002]
P. Giuri, J. Hagedoorn, M. Mariani.
Technological diversification and strategic alliances.
Laboratory of Economics and Management Working Paper Series, Pisa, (2002),
[Granstrand, 1998]
O. Granstrand.
Towards a theory of technology-based firm.
Research Policy, vol. 27 (1998), pp. 465-489
[Granstrand et al., 1997]
O. Granstrand, P. Patel, K. Pavitt.
Multi-Technology Corporations: Why They Have «Distributed» Rather Than «Distinctive Core» Competencies.
California Management Review, vol. 39 (1997), pp. 8-25
[Hagedoorn and Cloodt, 2003]
J. Hagedoorn, M. Cloodt.
Measuring innovative performance: is there an advantage in using multiple indicators?.
Research Policy, vol. 32 (2003), pp. 1365-1379
[Hardin and Hilbe, 2003]
J.W. Hardin, J.M. Hilbe.
Generalized Estimating Equations.
Ed. Chapman & Hall/CRC, (2003),
[Hausman et al., 1984]
Hausman, J.A.; Hall, B.H. y Griliches, Z. (1984), «Econometric models for count data with an application to the patents-R&D relationship», Econometrica, vol. 52, 909–938.
[He and Wong, 2004]
Z. He, P. Wong.
Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis.
Organization Science, vol. 15 (2004), pp. 481-494
[Henderson and Clark, 1990]
R.M. Henderson, K. Clark.
Architectural innovation: the reconfiguration of existing product technologies and the failure of established firms.
Administrative Science Quarterly, vol. 35 (1990), pp. 9-30
[Henderson and Cockburn, 1996]
R.M. Henderson, I. Cockburn.
Scale, Scope and Spillovers: The Determinants of Research Productivity in Drug Discovery.
Rand Journal of Economics, vol. 27 (1996), pp. 32-59
[Henderson et al., 1999]
R. Henderson, L. Orsenigo, G.P. Pisano.
The Pharmaceutical Industry and the Revolution in Molecular Biology: Interactions among Scientific, Institutional, and Organization Change.
Sources of Industrial Leadership. Studies of Seven Industries., pp. 267-311
[Jacquemin and Berry, 1979]
A.P. Jacquemin, C.H. Berry.
Entropy measure of diversification and corporate growth.
Journal of Industrial Economics, vol. 27 (1979), pp. 359-369
[Katila and Ahuja, 2002]
R. Katila, G. Ahuja.
Something old, something new: a longitudinal study of search behavior and new product introduction.
Academy of Management Journal, vol. 45 (2002), pp. 1186-1194
[Kim and Kogut, 1996]
D. Kim, B. Kogut.
Technological platforms and diversification.
Organization Science, vol. 7 (1996), pp. 283-301
[Kogut and Zander, 1992]
B. Kogut, U. Zander.
Knowledge of the firm, combinative capabilities, and the replication of technology.
Organization Science, vol. 3 (1992), pp. 383-397
[Lee and Fixson, 2006]
Lee, W.H. y Fixson, S.K. (2006), «The dynamic role of knowledge relatedness at industry birth: the evolution of the automotive airbag industry», 6th Annual Technology Mini-Conference. Mack Center for Technological Innovation. Wharton School. Filadelfia (EE.UU.), abril.
[Leonard-Barton, 1992]
D. Leonard-Barton.
Core capabilities and core rigidities: a paradox in managing new product development.
Strategic Management Journal, vol. 13 (1992), pp. 111-126
[Levinthal and March., 1993]
D. Levinthal, J.G. March.
The myopia of learning.
Strategic Management Journal, vol. 14 (1993), pp. 95-112
[Liang and Zeger., 1986]
K.Y. Liang, S.L. Zeger.
Longitudinal data analysis using generalized linear models.
Biometrika, vol. 73 (1986), pp. 13-22
[Long, 1997]
J. Long.
Regression Models for Categorical and Limited Dependent Variables.
Ed. Sage Publications, (1997),
[Malerba, 1992]
F. Malerba.
Learning by firms and incremental technical change.
Economic Journal, vol. 102 (1992), pp. 845-859
[Malerba and Orsenigo, 2002]
F. Malerba, L. Orsenigo.
Innovation and market structure in the dynamics of the pharmaceutical industry and biotechnology: towards a history-friendly model.
Industrial and Corporate Change, vol. 11 (2002), pp. 667-703
[Mansfield, 1986]
E. Mansfield.
Patents and innovation: an empirical study.
Management Science, vol. 32 (1986), pp. 173-181
[March, 1991]
J.G. March.
Exploration and exploitation in organizational learning.
Organization Science, vol. 2 (1991), pp. 71-87
[Mcgrath, 2001]
R.G. Mcgrath.
Exploratory learning, innovative capacity, and managerial oversight.
Academy of Management Journal, vol. 44 (2001), pp. 118-131
[Nelson, 1959]
R.R. Nelson.
The simple economics of basic scientific research.
Journal of Political Economics, vol. 67 (1959), pp. 297-306
[Nelson, 1994]
R.R. Nelson.
The co-evolution of technology, industrial structure, and supporting institutions.
Industrial and Corporate Change, vol. 3 (1994), pp. 47-63
[Nelson and Winter, 1982]
R.R. Nelson, S.G. Winter.
An Evolutionary Theory of Economic Change.
Ed. Belknap Press of Harvard University Press, (1982),
[Nerkar, 2003]
A. Nerkar.
Old is gold? The value of temporal exploration in the creation of new knowledge.
Management Science, vol. 49 (2003), pp. 211-229
[Nicholls-Nixon and Woo, 2003]
C. Nicholls-Nixon, C. Woo.
Technology sourcing and output of established firms in a regime of encompassing technological change.
Strategic Management Journal, vol. 24 (2003), pp. 651-666
[Patel and Pavitt, 1997]
P. Patel, K. Pavitt.
The technological competencies of the world's largest firms: complex and path-dependent, but not much variety.
Research Policy, vol. 26 (1997), pp. 141-156
[Pisano, 1994]
G. Pisano.
Knowledge, integration, and the locus of learning: an empirical analysis of process development.
Strategic Management Journal, vol. 15 (1994), pp. 85-100
[Pisano, 2002]
G. Pisano.
In Search of Dynamic Capabilities.
The nature and dynamics of organizational capabilities, pp. 129-154
[Quintana García and Benavides Velasco, 2004]
C. Quintana García, C.A. Benavides Velasco.
Sistemas nacionales de innovación biotecnológica. Una comparación internacional.
Revista Asturiana de Economía, 30 (2004), pp. 87-114
[Quintana García and Benavides Velasco, 2006]
C. Quintana García, C.A. Benavides Velasco.
Searching for complementary technological knowledge and downstream competences: clustering and cooperation.
International Journal of Technology Management, vol. 35 (2006), pp. 262-283
[Powell et al., 1996]
W.W. Powell, K.K. Kogut, L. Smith-Doerr.
Interoganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology.
Administrative Science Quarterly, vol. 41 (1996), pp. 116-145
[Rosenberg, 1969]
N. Rosenberg.
The Direction of Technological Change: Inducement Mechanisms and Focusing Devices.
Economic Development and Cultural Change, vol. 18 (1969), pp. 1-24
[Rosenberg, 1976]
N. Rosenberg.
Perspectives on Technology.
Ed. Cambridge University Press, (1976),
[Rosenkopf and Nerkar, 2001]
L. Rosenkopf, A. Nerkar.
Beyond local search: Boundary-spanning, exploration, and impact in the optical disk industry.
Strategic Management Journal, vol. 22 (2001), pp. 287-306
[Rothaermel and Deeds., 2004]
F.T. Rothaermel, D.L. Deeds.
Exploration and exploitation alliances in biotechnology: a system of new product development.
Strategic Management Journal, vol. 25 (2004), pp. 201-221
[Ruttan, 2001]
V.W. Ruttan.
Technology, Growth and Development: An Induced Innovation Perspective.
Oxford University Press, (2001),
[Sahal, 1985]
D. Sahal.
Technological guideposts and innovation avenues.
Research Policy, vol. 14 (1985), pp. 61-82
[Scherer, 1982]
F.M. Scherer.
Demand Pull and Technological Inventions: Schmookler Revisited.
Journal of Industrial Economics, vol. 30 (1982), pp. 225-237
[Schildt et al., 2005]
H.A. Schildt, M.V.J. Maula, T. Keil.
Explorative and Exploitative Learning from External Corporate Ventures.
Entrepreneurship Theory and Practice, vol. 29 (2005), pp. 493-515
[Schilling, 1998]
M.A. Schilling.
Technological lockout: An integrative model of the economic and strategic factors driving technology success and failure.
Academy of Management Review, vol. 23 (1998), pp. 267-284
[Silverman, 1999]
B.S. Silverman.
Technological resources and the direction of corporate diversification: toward and integration of the resource-based view and transaction cost economics.
Management Science, vol. 45 (1999), pp. 1109-1124
[Sørensen and Stuart, 2000]
J.B. Sørensen, T.E. Stuart.
Aging, Obsolescence, and Organizational Innovation.
Administrative Science Quarterly, vol. 45 (2000), pp. 81-112
[Subramaniam and Youndt, 2005]
M. Subramaniam, M.A. Youndt.
The influence of intellectual capital on the types of innovative capabilities.
Academy of Management Journal, vol. 48 (2005), pp. 450-463
[Suzuki and Kodama, 2004]
J. Suzuki, F. Kodama.
Technological diversity of persistent innovator in Japan. Two case studies of large Japanese firms.
Research Policy, vol. 33 (2004), pp. 531-549
[Teece et al., 1997]
D.J. Teece, G. Pisano, A. Shuen.
Dynamic capabilities and strategic management.
Strategic Management Journal, vol. 18 (1997), pp. 509-533
[Wang and Von Tunzelmann, 2000]
Q. Wang, G.N. Von Tunzelmann.
Complexity and the functions of the firm: Breath and depth.
Research Policy, vol. 29 (2000), pp. 805-818
[Winter, 1995]
S.G. Winter.
Four Rs for profitability: Rents, resources routines and replication.
Resource-Based and Evolutionary Theories of the Firm: Towards a Synthesis., pp. 147-178
[Zollo and Winter, 2002]
M. Zollo, S.G. Winter.
Deliberate learning and the evolution of dynamic capabilities.
Organization Science, vol. 13 (2002), pp. 339-351
[Zorn, 2001]
C.J.W. Zorn.
Generalized estimating equation models for correlated data: A review with applications.
American Journal of Political Science, vol. 45 (2001), pp. 470-490

Los autores agradecen a Mauro Guillén, Mary Benner, Daniel Levinthal, Gary Pisano así como a los dos evaluadores anónimos los útiles e interesantes comentarios y discusiones que han ayudado a mejorar las versiones preliminares del presente trabajo. Éste es un estudio llevado a cabo en el seno del Grupo de Investigación «Innovación Tecnológica y Calidad» (SEJ-414), financiado por la Consejería de Innovación, Ciencia y Empresa de la Junta de Andalucía. Los autores quieren ofrecer este artículo como homenaje al ingeniero D. Alfredo A. Quintana Sánchez (In Memoriam) por su valioso apoyo técnico-informático en la elaboración de las bases de datos.

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