Análisis de las capacidades de innovación tecnológica en un sistema regional aeroespacial localizado mediante un modelo PLS -SEM

Autores/as

  • Juliette Vanessa Aguillón-Gómez Universidad Pontificia Bolivariana
  • Santiago Quintero-Ramirez Corporación Clúster Aeroespacial Colombiano
  • Douglas Alejandro Madrigal-Benítez Universidad Pontificia Bolivariana
  • Jhon F Escobar Corporación Universitaria Remington

DOI:

https://doi.org/10.33571/rpolitec.v19n37a5

Palabras clave:

Capacidades de innovación tecnológica, Sistema regional de innovación, Industria Aeroespacial

Resumen

Se realizó el análisis de las capacidades de innovación tecnológica (CIT) de un Sistema Regional de Innovación Aeroespacial (SRIA), a través de un modelo PLS-SEM. El modelo concibe que las CIT inciden en el aprendizaje tecnológico del sistema. La metodología utilizada configuró un instrumento que fue puesto a prueba con las empresas asociadas SRIA, seguido, se procedió a validar la consistencia y fiabilidad del sistema de medición y evaluación de las CIT, a través del coeficiente alfa de cronbach’s para, finalmente, refinar a partir de la aplicación PLS SEM, apartando las variables que no fueron representativas para el sistema. Se concluye que el conjunto de variables seleccionadas, consolida un constructo que facilita la medición y evaluación y otorga información de los niveles de desarrollo de las CIT en el periodo de observación y de la incidencia del aprendizaje tecnológico evidenciado en la acumulación de las CIT del SRIA.

The analysis of the technological innovation capabilities (TIC) of a Regional Aerospace Innovation System (RAIS) was carried out through a PLS-SEM model. The model conceives that TIC influence the technological learning of the system. The methodology used configured an instrument that was tested with RAIS partner companies, followed, the consistency and reliability of the TIC measurement and evaluation system was then validated, through the cronbach's alpha coefficient and, finally, refined through the PLS SEM application, removing the variables that were not representative for the system. It is concluded that the set of variables selected consolidates a construct that facilitates measurement and evaluation and provides information on the levels of TIC development in the observation period and the incidence of technological learning evidenced in the accumulation of TIC in the RAIS.

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Biografía del autor/a

Juliette Vanessa Aguillón-Gómez, Universidad Pontificia Bolivariana

Especialista en gestión de la innovación y la tecnología

Santiago Quintero-Ramirez, Corporación Clúster Aeroespacial Colombiano

Ph.D Ingeniería Industria y Organizaciones, Universidad Pontificia Bolivariana, Medellín, Colombia,

Douglas Alejandro Madrigal-Benítez, Universidad Pontificia Bolivariana

Estudiante de Maestría en Gestión de la Tecnología

Jhon F Escobar, Corporación Universitaria Remington

Profesor /grupo de investigación Mundo Internacional/Facultad de Ciencias Empresariales

Citas

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, 11(1), 67-78. https://doi.org/10.1177/231971452110422

Westphal, L. E., Kim, L., & Dahlman, C. J. (1985). Reflections on the Republic of Koreas Acquisition of Technological Capability BT - International Technology Transfer (N. Rosenberg & C. Frischtak (Eds.)). Praeger.

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

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

Bell, M. (1984). ‘Learning’ and the Accumulation of Industrial Technological Capacity in Developing Countries. In Technological Capability in the Third World (pp. 187–209). Palgrave Macmillan UK. https://doi.org/10.1007/978-1-349-17487-4_10

Bell, M., & Scott-Kemmis, D. (1985). Technological Capacity and Technical Change: Case Studies’. Report on a study of technology transfer in the manufacturing industry in Thailand.

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

Katz, J. M. (1984). Domestic technological innovations and dynamic comparative advantage. Journal of Development Economics, 16 (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, Buenos Aires, Comision economica para america latina y el caribe-cepal.

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

Adler, P. S., & Shenhar, A. (1990). Adapting Your Technological Base : The Organizational Challenge By. Sloan Management Review, 32(1), 25–37.

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

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

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, 34(1)5, 12331-12343. https://doi.org/10.1007/s00521-021-06471-z

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, 174(8), 121260. https://doi.org/10.1016/j.techfore.2021.121260

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, 23(4), 253-267. https://doi.org/10.1177/14657503211048967

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

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, 170(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, 23, (9), 737–747. https://doi.org/10.1016/S0166-4972(02)00013-5

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

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

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, 33(8), 1123–1140. https://doi.org/10.1016/j.respol.2004.05.004

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, 26(1), 72–96. https://doi.org/10.1080/13602381.2019.1592339

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

Yang, L., & Liu, H. (2020). How to improve the technological innovation capability of latecomer firms An integrated perspective. E3S Web of Conferences, 214, 02041. https://doi.org/10.1051/e3sconf/202021402041

Hobday, M. (1997). The technological competence of European semiconductor producers. International Journal of Technology Management, 14(2-4), 401-414. https://doi.org/10.1504/IJTM.1997.001721

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. doi: 10.1109/TEM.2021.3111020.

Salazar Ospina, F. A. (2015). Propuesta de diseño de un bróker tecnológico de conocimiento, que fortalezca la industria aeroespacial en Antioquia.

OECD/Eurostat. (2018). Oslo Manual 2018: Guidelines for Collecting, Reporting and Using Data on Innovation. The Measurement of Scientific, Technological and Innovation Activities (4th ed.). Paris/Eurostat, Luxembourg: OECD Publishing. doi:10.1787/9789264304604

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

Holland, J. H. (2004). El orden oculto: De cómo la adaptación crea la complejidad. Fondo de cultura económica.

Mostafavi, A., Abraham, D. M., DeLaurentis, D., & Sinfield, J. (2011). Exploring the dimensions of systems of innovation analysis: A system of systems framework. IEEE Systems Journal, 5(2), 256-265. https://doi.org/10.1109/JSYST.2011.2131050

Carlsson, B., Holmén, M., Jacobsson, S., Rickne, A., & Stankiewicz, R. (2002). The analytical approach and methodology. In Technological Systems in the Bio Industries (pp. 9-33). Springer, Boston, MA.

Quintero Ramírez, S., & Giraldo Ramírez, D. P. (2018). El aprendizaje en los sistemas regionales de innovación desde la perspectiva de la modelación basada en agentes. Universidad Pontificia Bolivariana.

Quintero Ramírez, S., Ruiz Castañeda, W., Giraldo Ramírez, D., Vélez Acosta, L., Marín Sánchez, B., Cubillos Jiménez, S., & Cárdenas Garcés, A. (2019). Modelo de transferencia de tecnología para las cadenas productivas agropecuarias: Análisis comparativo de las cadenas del café y el aguacate en Antioquia. Medellín. UPB, Colciencias, Universidad Nacional.

Asheim, B. T., & Coenen, L. (2005). Knowledge bases and regional innovation systems: Comparing Nordic clusters. Research policy, 34(8), 1173-1190. https://doi.org/10.1016/j.respol.2005.03.013

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.

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European business review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203

Sarstedt, M., Ringle, C. M., Smith, D., Reams, R., & Hair Jr, J. F. (2014). Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers. Journal of family business strategy, 5(1), 105-115. https://doi.org/10.1016/j.jfbs.2014.01.002

Lall, S. (2001). Competitiveness Indices and Developing Countries: An Economic Evaluation of the Global Competitiveness Report. World Development, 29(9), 1501–1525. https://doi.org/10.1016/S0305-750X(01)00051-1

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

Nadler, D. A., & Tushman, M. L. (1980). A model for diagnosing organizational behavior. Organizational Dynamics, 9(2), 35-51. https://doi.org/10.1016/0090-2616(80)90039-X

Nadler, D., Tushman, M., Tushman, M. L., & Nadler, M. B. (1997). Competing by design: The power of organizational architecture. Oxford University Press.

Lundvall, B.-Å. (2004). The economics of knowledge and learning.

Hafeez, K., Zhang, Y., & Malak , N. (2002). Determining key capabilities of a firm using analytic hierarchy process. International Journal of Production Economics, 76(1), 39–51. https://doi.org/10.1016/S0925-5273(01)00141-4

Taber, K. S. (2018). The use of Cronbach’s alpha when developing and reporting research instruments in science education. Research in science education, 48(6), 1273-1296. https://doi.org/10.1007/s11165-016-9602-2

Publicado

2023-03-28

Cómo citar

Aguillón-Gómez, J. V., Quintero-Ramirez, S., Madrigal-Benítez, D. A., & Escobar, J. F. (2023). Análisis de las capacidades de innovación tecnológica en un sistema regional aeroespacial localizado mediante un modelo PLS -SEM. Revista Politécnica, 19(37), 57–82. https://doi.org/10.33571/rpolitec.v19n37a5

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