Persistence of SME Innovation Drivers Under Disruption: Longitudinal Evidence from a European Peripheral Region
DOI:
https://doi.org/10.4067/s0718-2724202600025079Keywords:
Innovation, SME, Firm capabilities, Covid-19, Longitudinal analysisAbstract
Understanding the determinants of firm-level innovation is essential for explaining how SMEs sustain competitiveness and adapt to changing economic conditions. This study examines the drivers of innovation in SMEs located in Extremadura, a peripheral Spanish region classified as a European convergence region. Using a unique series of consecutive annual surveys covering the period 2017–2022, the analysis investigates both the determinants of innovation and their stability before and after the COVID-19 pandemic.
The empirical analysis employs logistic regression models with year fixed effects and predicted probability estimates to assess the relationship between firm characteristics, organizational practices, and innovation. The results confirm the importance of structural resources and outward orientation. Firm size and exporting activity emerge as the strongest and most consistent predictors of innovation, while process automation is positively associated with innovation outcomes. Environmental scanning exhibits a negative relationship with innovation, suggesting that intensive external monitoring does not necessarily translate into innovative activity. Organizational variables show limited direct effects once structural and operational factors are taken into account.
To assess temporal stability, interaction effects between key firm practices and the post-COVID period are estimated. The results indicate that these interaction effects are not statistically significant, suggesting that the principal determinants of innovation remained broadly stable despite the disruption generated by the pandemic.
The study contributes to the innovation literature by providing rare longitudinal evidence from a peripheral European region and by demonstrating the persistence of established innovation drivers under conditions of major economic uncertainty. The findings also highlight the importance of place-based policies that support exporting activity, process upgrading, and capability development as mechanisms for sustaining innovation in less-developed regional contexts.
Downloads
References
Amore, M. D. (2015). Companies learning to innovate in recessions. Research Policy, 44(8), 1574–1583. https://doi.org/10.1016/j.respol.2015.05.006
Anzules-Falcones, W., Ángel, M., & Martín-Castilla, J. I. (2020). The innovation capability of small business: A study focused on food and beverage SMEs in the tourism industry—An analysis of Ecuador. Academy of Strategic Management Journal, 19(6), 1–17. https://www.researchgate.net/publication/349144977
Archibugi, D., Filippetti, A., & Frenz, M. (2013). Economic crisis and innovation: Is destruction prevailing over accumulation? Research Policy, 42(2), 303–314. https://doi.org/10.1016/j.respol.2012.07.002
Balland, P.-A., Boschma, R., Crespo, J., & Rigby, D. (2019). Smart specialization policy in the European Union: Relatedness, knowledge complexity and regional diversification. Regional Studies, 53(9), 1252–1268. https://doi.org/10.1080/00343404.2018.1437900
Bate, A. F., Wachira, E. W., & Danka, S. (2023). The determinants of innovation performance: An income-based cross-country comparative analysis using the Global Innovation Index (GII). Journal of Innovation and Entrepreneurship, 12(1), Article 20. https://doi.org/10.1186/s13731-023-00283-2
Boschma, R. (2005). Proximity and innovation: A critical assessment. Regional Studies, 39(1), 61–74. https://doi.org/10.1080/0034340052000320887
Cohen, W. M., & Klepper, S. (1996). Firm size and the nature of innovation within industries: The case of process and product R&D. Review of Economics and Statistics, 78(2), 232–243. https://doi.org/10.2307/2109925
Cooke, P. (2001). Regional innovation systems, clusters, and the knowledge economy. Industrial and Corporate Change, 10(4), 945–974. https://doi.org/10.1093/icc/10.4.945
Del Carpio-Gallegos, J., & Miralles, F. (2019). Análisis cualitativo de los determinantes de la innovación en una economía emergente [Qualitative analysis of the determinants of innovation in an emerging economy]. Retos. Revista de Ciencias de la Administración y Economía, 9(17), 161–175. https://doi.org/10.17163/ret.n17.2019.10
Díaz-Duarte, A. A., Purón-Cid, G., & Rivera-Martínez, M. E. (2025). El papel de las TIC, intraemprendimiento y redes de gestión colaborativa en la innovación y la competitividad empresarial [The role of information and communication technologies, intrapreneurship, and collaborative management networks in business innovation and competitiveness]. Retos. Revista de Ciencias de la Administración y Economía, 15(29), 65–85. https://doi.org/10.17163/ret.n29.2025.04
Fitjar, R. D., & Rodríguez-Pose, A. (2013). Firm collaboration and innovation modes in Norway. Research Policy, 42(1), 128–138. https://doi.org/10.1016/j.respol.2012.05.009
Franco, C., & Landini, F. (2022). Organizational drivers of innovation: The role of workforce agility. Research Policy, 51(2), 104423. https://doi.org/10.1016/j.respol.2021.104423
Golovko, E., & Valentini, G. (2011). Exploring the complementarity between innovation and export for SMEs' growth. Journal of International Business Studies, 42(3), 362–380. https://doi.org/10.1057/jibs.2011.2
Hervás-Oliver, J.-L., Boronat-Moll, C., & Sempere-Ripoll, F. (2016). On process innovation capabilities in SMEs. Journal of Small Business Management, 54(S1), 113–134. https://doi.org/10.1111/jsbm.12293
Hervás-Oliver, J.-L., Parrilli, M. D., Rodríguez-Pose, A., & Sempere-Ripoll, F. (2021). The drivers of SME innovation in the regions of the EU. Research Policy, 50(9), 104316. https://doi.org/10.1016/j.respol.2021.104316
Hervás-Oliver, J.-L., Sempere-Ripoll, F., & Boronat-Moll, C. (2014). Process innovation strategy in SMEs, organizational innovation and performance: A misleading debate? Small Business Economics, 43(4), 873–886. https://doi.org/10.1007/s11187-014-9567-3
Isaksen, A., & Trippl, M. (2017). Exogenously led and policy-supported new path development in peripheral regions: Analytical and synthetic routes. Economic Geography, 93(5), 436–457. https://doi.org/10.1080/00130095.2016.1154443
Jensen, M. B., Johnson, B., Lorenz, E., & Lundvall, B.-Å. (2007). Forms of knowledge and modes of innovation. Research Policy, 36(5), 680–693. https://doi.org/10.1016/j.respol.2007.01.006
Junta de Extremadura. (2021). Estrategia de investigación e innovación para la especialización inteligente de Extremadura: RIS3 Extremadura 2021–2027 [Research and innovation strategy for smart specialisation of Extremadura: RIS3 Extremadura 2021–2027]. https://www.ris3extremadura.es/observatorio-de-la-idi
Katila, R., & Ahuja, G. (2002). Something old, something new: A longitudinal study of search behavior and new product introduction. Academy of Management Journal, 45(6), 1183–1194. https://doi.org/10.2307/3069433
Krammer, S. M. S. (2022). Navigating the new normal: Which firms have adapted better to the COVID-19 disruption? Technovation, 110, 102368. https://doi.org/10.1016/j.technovation.2021.102368
Kyrdoda, Y., Balzano, M., & Marzi, G. (2023). Learn to survive crises: The role of firm resilience, innovation capabilities and environmental dynamism. Technology in Society, 74, 102285. https://doi.org/10.1016/j.techsoc.2023.102285
Laursen, K., & Salter, A. (2006). Open for innovation: The role of openness in explaining innovation performance among U.K. manufacturing firms. Strategic Management Journal, 27([falta: número]), 131–150. https://doi.org/10.1002/smj.507
Love, J. H., & Ganotakis, P. (2013). Learning by exporting: Lessons from high-technology SMEs. International Business Review, 22(1), 1–17. https://doi.org/10.1016/j.ibusrev.2012.01.006
Lundvall, B.-Å. (2007). National innovation systems—Analytical concept and development tool. Industry and Innovation, 14(1), 95–119. https://doi.org/10.1080/13662710601130863
Miranda, F. J., Chamorro-Mera, A., Rubio, S., & Pérez-Mayo, J. (2012). Factores determinantes de la innovación en las empresas de regiones objetivo de convergencia: El caso de Extremadura [Determinants of innovation in firms located in convergence objective regions: The case of Extremadura]. Boletín Económico del ICE, 3025, 47–58.
Parrilli, M. D., Balavac, M., & Radicic, D. (2020). Business innovation modes and their impact on innovation outputs: Regional variations and the nature of innovation across EU regions. Research Policy, 49(8), 104047. https://doi.org/10.1016/j.respol.2020.104047
Rodríguez-Pose, A. (2013). Do institutions matter for regional development? Regional Studies, 47(7), 1034–1047. https://doi.org/10.1080/00343404.2012.748978
Salomon, R. M., & Shaver, J. M. (2005). Learning by exporting. Journal of Economics & Management Strategy, 14(2), 431–460. https://doi.org/10.1111/j.1530-9134.2005.00047.x
Sargento, A., & Lopes, A. S. (2024). Territorial resilience on the aftermaths of COVID-19 crisis—An exploratory analysis on the role of innovation. Regional Science Policy & Practice, 16(1), Article 12697. https://doi.org/10.1111/rsp3.12697
Tödtling, F., & Trippl, M. (2005). One size fits all? Towards a differentiated regional innovation policy approach. Research Policy, 34(8), 1203–1219. https://doi.org/10.1016/j.respol.2005.01.018
Trunschke, M., Peters, B., Czarnitzki, D., & Rammer, C. (2024). Pandemic effects: Do innovation activities of firms suffer from Long COVID? Research Policy, 53(7), 105024. https://doi.org/10.1016/j.respol.2024.105024
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 F. Javier Miranda, Sergio Rubio Lacoba, Antonio Chamorro-Mera

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
