Medición y evaluación de las capacidades de innovación tecnológica: una revisión crítica de la literatura

Palabras clave: capacidades de innovación tecnológica, medición de capacidades, evaluación de capacidades, acumulación de capacidades

Resumen

El objetivo de esta revisión fue identificar aquellos estudios que mejor explican la medición y evaluación de las capacidades de innovación tecnológica a través de un análisis de la literatura especializada. Para ello, se recopiló una muestra final de 125 artículos empírico-causales de Scopus y WOS y se realizaron las cuatro etapas de la metodología PRISMA (identificación, cribado, elegibilidad e inclusión). Los resultados señalan cuatro vertientes que demarcan las tendencias de investigación en temáticas básicas, en declive, de nicho y tractoras. Se evidenció que, para el desarrollo del conocimiento, los trabajos que se acuñan en (1) modelación y (2) simulación como una estrategia metodológica para la medición, evaluación y comprensión de cómo se acumulan las CIT, y cuál es su efecto en el desempeño de las organizaciones, son tendencias tractoras que aportan a las teorías de la visión basada en los recursos, las capacidades y las competencias de la firma. Las temáticas encontradas demostraron una implicación práctica para los tomadores de decisiones. Finalmente, se concluye que la medición, evaluación y acumulación de las CIT es un instrumento de diagnóstico que ayuda en la orientación y construcción de política, entendiendo que la evaluación implica, además de un diagnóstico valorativo y comparativo, la toma de decisiones estratégicas que conlleva a una mejor comprensión del proceso de transición de las CIT que permita alcanzar desempeños esperados.

Biografía del autor/a

Santiago Quintero, Corporación Clúster Aeroespacial Colombiano

Doctor en Ingeniería Industria y Organizaciones, Medellín, Colombia, santiago.quintero1972@gmail.com

William Alejandro Orjuela Garzón, Universidad del Tolima

Doctor en Ingeniería, Ibagué, Colombia, waorjuelag@ut.edu.co

Jhon F. Escobar, Corporación Universitaria Remington

Doctor en Administración, Medellín, Colombia, jhon.escobar@uniremingiton.edu.co 

Referencias bibliográficas

Adler, P. S., Shenhar, A. (1990). Adapting Your Technological Base: The Organizational Challenge. Sloan Management Review, v. 32, n. 1, 25-37. http://faculty.marshall.usc.edu/Paul-Adler/research/TechBase%20SMR.pdf

Aria, M., Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, v. 11, n. 4, 959-975. https://doi.org/10.1016/j.joi.2017.08.007

Bell, M. (1984). ‘Learning’ and the Accumulation of Industrial Technological Capacity in Developing Countries. En M. Fransman, K. King (eds.), Technological Capability in the Third World (pp. 187209). Palgrave Macmillan. https://doi.org/10.1007/978-1-349-17487-4_10

Bell, M., Pavitt, K. (1993). Technological Accumulation and Industrial Growth: Contrasts Between Developed and Developing Countries. Industrial and Corporate Change, v. 2, n. 2, 157-210. https://doi.org/10.1093/icc/2.2.157

Bell, M., Pavitt, K. (1995). The Development of Technological Capabilities. En I. ul Haque, M. Bell, C. Dahlman, S. Lall, K. Pavitt (eds.), Trade, technology, and international competitiveness (pp. 69--101). EDI Development Studies.

Bell, M., Ross-Larson, B., Westphal, L. E. (1984). Assessing the performance of infant industries. Journal of Development Economics, v. 16, n. 1-2, 101-128. https://doi.org/10.1016/0304-3878(84)90103-2

Bell, M., Scott-Kemmis, D. (1985). Technological Capacity and Technical Change. Draft Work: ing Paper.

Camisón, C., Villar-López, A. (2014). Organizational innovation as an enabler of technological innovation capabilities and firm performance. Journal of Business Research, v. 67, n. 1, 2891-2902. https://doi.org/10.1016/j.jbusres.2012.06.004

Caputo, A., Kargina, M. (2022). A user-friendly method to merge Scopus and Web of Science data during bibliometric analysis. Journal of Marketing Analytics, v. 10, 82-88. https://doi.org/10.1057/s41270-021-00142-7

Cassia, A. R., Costa, I., de Oliveira Neto, G. C. (2022). Assessment of the effect of IT infrastructure on the relationship between knowledge sharing and technological innovation capability: survey in multinational companies. Technology Analysis & Strategic Management, 1-21. https://doi.org/10.1080/09537325.2022.2069005

Caviggioli, F., Colombelli, A., De Marco, A., Scellato, G., Ughetto, E. (2022). Co-evolution patterns of university patenting and technological specialization in European regions. The Journal of Technology Transfer. https://doi.org/10.1007/s10961-021-09910-0

Chen, Q., Wang, C.-H., Huang, S.-Z. (2020). Effects of organizational innovation and technological innovation capabilities on firm performance: evidence from firms in China’s Pearl River Delta. Asia Pacific Business Review, v. 26, n. 1, 72-96. https://doi.org/10.1080/13602381.2019.1592339

Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., Herrera, F. (2011). An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field. Journal of Informetrics, v. 5, n. 1, 146-166. https://doi.org/10.1016/j.joi.2010.10.002

Dahlman, C. J., Ross-Larson, B., Westphal, L. E. (1987). Managing technological development: Lessons from the newly industrializing countries. World Development, v. 15, n. 6, 759-775. https://doi.org/10.1016/0305-750X(87)90058-1

Dahlman, C. J., Westphal, L. E. (1982). Technological Effort in Industrial Development An Interpretative Survey of Recent Research. In F. Stewart, J. James (eds.), The Economics of new technology in developing countries. Routledge

Ding, G., Su, X., Wang, R., Gui, L. (2022). Measurement Research on the Influence of China’s Provincial Technological Innovation Capacity upon Green Economy Development. Environmental Modeling & Assessment, v. 27, 747-757. https://doi.org/10.1007/s10666-022-09837-2

Dutrénit, G. (2000). Learning and Knowledge Management in the Firm: From Knowledge Accumulation to Strategic Capabilities. Edward Elgar Publishing.

Dutrénit, G., Natera, J. M., Puchet Anyul, M., Vera-Cruz, A. O. (2019). Development profiles and accumulation of technological capabilities in Latin America. Technological Forecasting and Social Change, v. 145, 396-412. https://doi.org/10.1016/j.techfore.2018.03.026

Ernst, D., Ganiatsos, T., Mytelka, L. (1998). Technological Capabilities and Export Performance: Lessonsfrom East Asia.

Figueiredo, P. N., Piana, J. (2021). Technological learning strategies and technology upgrading intensity in the mining industry: evidence from Brazil. The Journal of Technology Transfer, v. 46, 629-659. https://doi.org/10.1007/s10961-020-09810-9

Gebremariyam, Y. G., Kitaw, D., & Ebinger, F. (2022). Reverse engineering as a driver to enhance productivity and technological capability of manufacturing firms in developing countries: a literature review. International Journal of Technological Learning, Innovation and Development, v. 14, n. 3, 221. https://doi.org/10.1504/IJTLID.2022.125686

Gómez Cano, C. M., Valencia Arias, J. A. (2020). Mecanismos utilizados para medir capacidades de innovación tecnológica en las organizaciones: resultados desde un análisis bibliométrico. Revista Guillermo de Ockham, v. 18, n. 1, 69-79. https://doi.org/10.21500/22563202.4550

Guan, J. C., Yam, R. C. M., Mok, C. K., Ma, N. (2006). A study of the relationship between competitiveness and technological innovation capability based on DEA models. European Journal of Operational Research, v. 170, n. 3, 971-986. https://doi.org/10.1016/j.ejor.2004.07.054

Guan, J., Ma, N. (2003). Innovative capability and export performance of Chinese firms. Technovation, v. 23, n. 9, 737-747. https://doi.org/10.1016/S0166-4972(02)00013-5

Hanaysha, J. R., Al-Shaikh, M. E., Joghee, S., Alzoubi, H. M. (2022). Impact of innovation capabilities on business sustainability in small and medium enterprises. FIIB Business Review, v. 11, n. 1, 67-78. https://doi.org/10.1177/23197145211042232

Hu, M.-C. (2012). Technological innovation capabilities in the thin film transistor-liquid crystal display industries of Japan, Korea, and Taiwan. Research Policy, v. 41, n. 3, 541-555. https://doi.org/10.1016/j.respol.2011.10.013

Jalil, M. F., Ali, A., Kamarulzaman, R. (2022). Does innovation capability improve SME performance in Malaysia? The mediating effect of technology adoption. The International Journal of Entrepreneurship and Innovation, v. 23, n. 4, 253-267. https://doi.org/10.1177/14657503211048967

Katz, J. M. (1984). Domestic technological innovations and dynamic comparative advantage. Journal of Development Economics, v. 16, n. 1-2, 13-37. https://doi.org/10.1016/0304-3878(84)90100-7

Katz, J. M. (1986). Desarrollo y crisis de la capacidad tecnológica latinoamericana: el caso de la industria metalmecánica. Comisión Económica para América Latina y el Caribe. http://hdl.handle.net/11362/28580

Katz, J. M. (Ed.). (1987). Technology Generation in Latin American Manufacturing Industries. Palgrave Macmillan. https://doi.org/10.1007/978-1-349-07210-1

Kim, L. (1997). Imitation to Innovation: The Dynamics of Korea’s Technological Learning. Harvard Business Review Press.

Lall, S. (1987). Learning to Industrialize: The Acquisition of Technological Capability by India. Palgrave Macmillan. https://doi.org/10.1007/978-1-349-18798-0

Lall, S. (1992). Technological capabilities and industrialization. World Development, v. 20, n. 2, 165-186. https://doi.org/10.1016/0305-750X(92)90097-F

Lall, S. (1993). Understanding Technology Development. Development and Change, v. 24, n. 4, 719-753. https://doi.org/10.1111/j.1467-7660.1993.tb00502.x

Lau, A. K. W., Lo, W. (2019). Absorptive capacity, technological innovation capability and innovation performance: an empirical study in Hong Kong. International Journal of Technology Management, v. 80, n. 1-2, 107-148. https://doi.org/10.1504/IJTM.2019.099750

Leonard-Barton, D. (1990). A Dual Methodology for Case Studies: Synergistic Use of a Longitudinal Single Site with Replicated Multiple Sites. Organization Science, v. 1, n. 3, 248-266. https://doi.org/10.1287/orsc.1.3.248

Li, X., Yu, B. (2018). Dynamic interaction between knowledge accumulation and technologic innovation capability in catch-up cycle. In 2018 7th International Conference on Industrial Technology and Management (ICITM), 399-403. https://doi.org/10.1109/ICITM.2018.8333983

Liu, L., Jiang, Z. (2016). Influence of technological innovation capabilities on product competitiveness. Industrial Management & Data Systems, v. 116, n. 5, 883-902. https://doi.org/10.1108/IMDS-05-2015-0189

Marulanda-Grisales, N., Montoya-Restrepo, I.-A. (2015). Modelo para gestionar el conocimiento en el sector textil de Medellín, empleando dinámica de sistemas. Semestre Económico, v. 18, n. 38, 161-190. https://doi.org/10.22395/seec.v18n38a6

Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G. (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. PLoS Medicine, v. 6, n. 7. https://doi.org/10.1371/journal.pmed.1000097

Mortazavi Ravari, S. S., Mehrabanfar, E., Banaitis, A., Banaitienė, N. (2016). Framework for assessing technological innovation capability in research and technology organizations. Journal of Business Economics and Management, v. 17, n. 6, 825-847. https://doi.org/10.3846/16111699.2016.1253607

Pavitt, K. (1991). Key Characteristics of the Large Innovating Firm. British Journal of Management, v. 2, n. 1, 41-50. https://doi.org/10.1111/j.1467-8551.1991.tb00014.x

Prahalad, C. K., Hamel, G. (1990). The Core Competencies of the Corporation. Harvard Business Review.

Pei, J., Zhong, K., Li, J., Xu, J., Wang, X. (2022). ECNN: evaluating a cluster-neural network model for city innovation capability. Neural Computing and Applications, v. 34, 12331-12343. https://doi.org/10.1007/s00521-021-06471-z

Quintero, S., Giraldo, D. P., Orjuela Garzon, W. (2022). Analysis of the Specialization Patterns of an Agricultural Innovation System: A Case Study on the Banana Production Chain (Colombia). Sustainability, v. 14, n. 14, 8550. https://doi.org/10.3390/su14148550

Quintero, S., Ruíz-Castañeda, W., Cubillos Jiménez, S., Marín Sánchez, B. M., Giraldo, D. P., Vélez Acosta, L. M. (2021). Medición de las capacidades tecnológicas para la innovación en los sistemas de conocimiento e innovación agrícola. Ciencia & Tecnología Agropecuaria, v. 22, n. 1, 1-22. https://doi.org/10.21930/rcta.vol22_num1_art:1896

Londoño-Patiño, J. A., Acevedo-Álvarez, C. A. (2018). El aprendizaje organizacional (AO) y el desempeño empresarial bajo el enfoque de las capacidades dinámicas de aprendizaje. Revista CEA, v. 4, n. 7, 103-118. https://doi.org/10.22430/24223182.762

Renard, L., Saint-Amant, G. (2003). Capacité, capacité organisationnelle et capacité dynamique: une proposition de définitions. Les Cahiers Du Management Technologique, (43-65).

Robledo, J., Gomez, F. A., Restrepo, J. F. (2008). Relación entre Capacidades de Innovación Tecnológica y Desempeño Empresarial en Colombia. Primer Congreso Internacional de Gestión Tecnológica e Innovación. Universidad Nacional de Colombia, Bogotá

Salimi, N., Rezaei, J. (2018). Evaluating firms’ R&D performance using best worst method. Evaluation and program planning, v. 66, 147-155. https://doi.org/10.1016/j.evalprogplan.2017.10.002

Sudolska, A., Łapińska, J. (2020). Exploring determinants of innovation capability in manufacturing companies operating in Poland. Sustainability, v. 12, n. 17, 7101. https://doi.org/10.3390/su12177101

Sultana, S., Akter, S., Kyriazis, E. (2022). How data-driven innovation capability is shaping the future of market agility and competitive performance? Technological Forecasting and Social Change, v. 174, 121260. https://doi.org/10.1016/j.techfore.2021.121260

Tarighi, S., Shavvalpour, S., Sobhanifard, Y. (2021). The Impact of Technological Learning on Generating and Managing Technical Change Through Mediating Role of Technological Capabilities: The Case of EOR in Iran. IEEE Transactions on Engineering Management. https://doi.org/10.1109/TEM.2021.3111020

Teece, D. J., Pisano, G., Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, v. 18, n. 7, 509-533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z

Wang, C., Lu, I., Chen, C. (2008). Evaluating firm technological innovation capability under uncertainty. Technovation, v. 28, n. 6, 349-363. https://doi.org/10.1016/j.technovation.2007.10.007

Wang, H., Zhang, Z. (2016). Technological innovation system of pharmaceutical industry based on system dynamics. Shanghai Ligong Daxue Xuebao/Journal of University of Shanghai for Science and Technology, v. 38, n.1, 48-54. https://doi.org/10.13255/j.cnki.jusst.2016.01.009

Westphal, L. E., Kim, L., Dahlman, C. J. (1985). Reflections on the Republic of Korea's Acquisition of Technological Capability. In N. Rosenberg, C. Frischtak (eds.), BT - International Technology Transfer (167-221). Praeger

Yam, R. C. M., Guan, J. C., Pun, K. F., Tang, E. P. Y. (2004). An audit of technological innovation capabilities in Chinese firms: Some empirical findings in Beijing, China. Research Policy, v. 33, n. 8, 1123-1140. https://doi.org/10.1016/j.respol.2004.05.004

Yang, L.-R., Huang, C.-F. (2016). Information platform to improve technological innovation capabilities: role of cloud platform. Journal of Civil Engineering and Management, v. 22, n. 7, 936-943. https://doi.org/10.3846/13923730.2014.929023

Yang, L., Liu, H. (2020). How to improve the technological innovation capability of latecomer firms An integrated perspective. E3S Web of Conferences, v. 214, 02041. https://www.e3s-conferences.org/articles/e3sconf/abs/2020/74/e3sconf_ebldm2020_02041/e3sconf_ebldm2020_02041.html

Zawislak, P. A., Fracasso, E. M., Tello-Gamarra, J. (2018). Technological intensity and innovation capability in industrial firms. Innovation & Management Review, v. 15 n. 2, 189-207. https://doi.org/10.1108/INMR-04-2018-012

Cómo citar
Quintero, S., Orjuela Garzón, W. A., & Escobar, J. F. (2022). Medición y evaluación de las capacidades de innovación tecnológica: una revisión crítica de la literatura. Revista CEA, 8(18), e2499. https://doi.org/10.22430/24223182.2499

Descargas

Los datos de descargas todavía no están disponibles.
Publicado
2022-09-30
Sección
Artículos de revisión
Crossref Cited-by logo