The role of business intelligence and digital capabilities in driving SME innovation in Latin America

Authors

DOI:

https://doi.org/10.1108/REGE-01-2025-0018

Keywords:

Innovation, Technological innovation, Small and medium-sized enterprises, SMEs, Strategic capabilities, Business intelligence, Digital capabilit, Digital transformation, Emerging economies, Latin America

Abstract

Purpose

This study proposes a theoretical model to evaluate the direct and mediating relationships between business intelligence resources and digital capabilities and between strategic capabilities and small and medium-sized enterprises (SME) innovation across five Latin American countries.

Design/methodology/approach

Partial least squares structural equation modeling (PLS-SEM) was used to evaluate a general model with an entire sample of 480 SMEs from five Latin American countries for 2022.

Findings

The main findings show that business intelligence resources and digital capabilities positively affect SMEs’ innovation and mediate the relationship between strategic capabilities and innovation in the entire sample of Latin American SMEs.

Research limitations/implications

Business intelligence resources and digital capabilities simultaneously promote innovation among SMEs in Latin American countries. Therefore, the development of public policies and organizational strategies should focus on enhancing the acquisition of business intelligence resources and developing digital capabilities. Institutional and market differences may explain the variations between countries.

Originality/value

This study contributes to the analysis of the relationship between resources and capabilities within the digital economy context of Latin American SMEs and in five specific countries. Specifically, it examines the direct and mediating effects of business intelligence resources and digital capabilities on the link between SMEs’ strategic capabilities and innovation.

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References

Ács, Z. J., Lafuente, E., and Szerb, L. (2022), “A note on the configuration of the digital ecosystem in Latin America”, Tec Empresarial, 16(1), 1–19. https://doi.org/10.18845/te.v16i1.5926

Al-Khatib, A. W. (2025), “How big data-driven organizational capabilities shape innovation performance? An empirical study from small and medium manufacturing enterprises, ” ” Kybernetes, 54(1), 456-482. https://doi.tec.elogim.com/10.1108/K-06-2023-1070

Argento, R. (2019). Organizational transformation in the digital paradigm: A model for companies in mature sectors in the province of Córdoba. Doctoral Thesis. Faculty of Economics, National University of Córdoba.

Ayyagari, M., Beck, T., & Demirguc-Kunt, A. (2007), “Small and Medium Enterprises Across the Globe,” Small Business Economics, 29(4), 415–434. https://doi.org/10.1007/s11187-006-9002-5

Barney, J. (1991), “Firm resources and sustained competitive advantage” Journal of Management, 17(1), 99-120. https://doi.org/10.1177/014920639101700108

Bharadwaj, A. S. (2000), “A resource-based perspective on information technology capability and firm performance: an empirical investigation” MIS Quarterly, 24(1), 169-196. https://doi.org/10.2307/3250983.

Bianchi, C., Glavas, C., and Mathews, S. (2017), “SME international performance in Latin America: The role of entrepreneurial and technological capabilities" Journal of Small Business and Enterprise Development, Vol. 24 No. 1, pp. 176-195. https://doi.org/10.1108/JSBED-09-2016-0142

Bianchi, C., Mingo, S., & Fernandez, V. (2019), “Strategic management in Latin America: Challenges in a changing world” Journal of Business Research, 105, 306-309. https://doi.org/10.1016/j.jbusres.2018.10.022

Branzei, O. and Vertinsky, I. (2006), “Strategic pathways to product innovation capabilities in SMEs, ” ” Journal of Business Venturing, 21(1), 75-105. https://doi.org/10.1016/j.jbusvent.2004.10.002

Carayannis, E. G., Dumitrescu, R., Falkowski, T., Papamichail, G., & Zota, N. R. (2025), “Enhancing SME resilience through artificial intelligence and strategic foresight: A framework for sustainable competitiveness,” Technology in Society, 81, 102835. https://doi.org/10.1016/j.techsoc.2025.102835

Castillo-Vergara, M., Duarte Valdivia, D., Muñoz-Cisterna, V., Álvarez-Marín, A., Geldes, C. & Ortiz-Henriquez, R.E. (2025), “Digital capabilities of SMEs: driving the Industry 4.0 revolution and measuring its innovative effects”, Academia Revista Latinoamericana de Administración, Vol. 38 No 1, 74-75. https://doi.tec.elogim.com/10.1108/ARLA-08-2023-0137

Cenamor, J., Parida, V., & Wincent, J. (2019), “How entrepreneurial SMEs compete through digital platforms: The roles of digital platform capability, network capability and ambidexterity”, Journal of Business Research, 100, 196-206. https://doi.org/10.1016/j.jbusres.2019.03.035

Cook R. D., Forzani L. (2023), “On the role of partial least squares in path analysis for the social sciences, ” ” Journal of Business Research, 167, 114132. https://doi.org/10.1016/j.jbusres.2023.114132

Chen, H., Chiang, R. H., & Storey, V. C. (2012), “Business intelligence and analytics: From big data to big impact” MIS Quarterly, 1165-1188. https://doi.org/10.2307/41703503

Davies, P., Bustinza, O. F., Parry, G., & Jovanovic, M. (2023), “Unpacking the relationship between digital capabilities, services capabilities, and firm financial performance: a moderated mediation model,” Industrial Marketing Management, 115, 1-10. https://doi.org/10.1016/j.indmarman.2023.09.005

Dubey, R., Gunasekaran, A., Childe, S. J., Fosso Wamba, S., Roubaud, D., Foropon, C. (2021), “Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience, ” ” International Journal of Production Research, 59(1), 110-128. https://doi.org/10.1108/JEIM-07-2022-0251

Eller, R., Alford, P., Kallmünzer, A., and Peters, M. (2020), “Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization,” Journal of Business Research, 112, 119-127. https://doi.org/10.1016/j.jbusres.2020.03.004.

Escobar-Castillo, A., and Velandia-Pacheco, G. (2023), “Categorizing the effects of knowledge management practices on SMES: a literature review” Tec Empresarial, 18(1), 23–42. https://doi.org/10.18845/te.v18i1.6948

Faul, F., Erdfelder, E., Buchner, A., et al. (2009), “Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses, ” ” Behavior Research Methods 41, 1149–1160. https://doi.org/10.3758/BRM.41.4.1149

Grego, M., Bartosiak, M., Palese, B., Piccoli, G., and Denicolai, S. (2025), "Disentangling the ‘digital’: A critical review of information technology capabilities, information technology–enabled capabilities and digital capabilities in business research,” International Journal of Management Reviews, Vol. 27 No. 2, pp. 238-260.

Gonzalez-Tamayo, L. A., Maheshwari, G., Bonomo-Odizzio, A., Herrera-Avilés, M., & Krauss-Delorme, C. (2023), “Factors influencing small and medium size enterprises development and digital maturity in Latin America” Journal of Open Innovation: Technology, Market, and Complexity, 9(2), 100069. https://doi.org/10.1016/j.joitmc.2023.100069

Grashof, N. and Kopka, A. (2023). Artificial intelligence and radical innovation: An opportunity for all companies Small Business Economics 61(2), 771-797. https://doi.org/10.1007/s11187-022-00698-3

Haddad, M. I., Williams, I. A., Hammoud, M. S., & Dwyer, R. J. (2020), “Strategies for implementing innovation in small and medium-sized enterprises” World Journal of Entrepreneurship, Management and Sustainable Development, 16(1), 12-29. https://doi.org/10.1108/WJEMSD-05-2019-0032

Hair Jr, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014), “Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research”, European Business Review, 26(2), 106-121. https://doi.org/10.1108/EBR-10-2013-0128

Hair, J. F., Sarstedt, M., & Ringle, C. M. (2019), “Rethinking some of the rethinking of partial least squares,” European Journal of Marketing, 53(4), 566-584. https://doi.org/10.1108/EJM-10-2018-0665

Henseler, J. (2017), “Partial least squares path Modeling”. In: Leeflang, P., Wieringa, J., Bijmolt, T., Pauwels, K. (eds) Advanced Methods for Modeling Markets. International Series in Quantitative Marketing. Springer, Cham. https://doi.org/10.1007/978-3-319-53469-5_12

Heredia, J., Geldes, C., Kunc, M. H., & Flores, A. (2019), “New approach to the innovation process in emerging economies: The manufacturing sector case in Chile and Peru” Technovation, 79, 35-55. https://doi.org/10.1016/j.technovation.2018.02.012

Heredia, J., Castillo-Vergara, M., Geldes, C., Gamarra, F. M. C., Flores, A., & Heredia, W. (2022). How do digital capabilities affect firm performance? The mediating role of technological capabilities in the “new normal,” Journal of Innovation & Knowledge, 7(2), 100171. https://doi.org/10.1016/j.jik.2022.100171

Hongyun, T., Sohu, J. M., Khan, A. U., Junejo, I., Shaikh, S.N., Akhtar, S.& Bilal, M. (2025), “Navigating the digital landscape: examining the interdependencies of digital transformation and big data in driving SMEs' innovation performance”, Kybernetes, 54(3), 1797-1825. https://doi.tec.elogim.com/10.1108/K-07-2023-1183

Işık, Ö., Jones, M. C., & Sidorova, A. (2013), ‘Business intelligence success: The roles of BI capabilities and decision environments’, Information & Management, 50(1), 13-23. https://doi.org/10.1016/j.im.2012.12.001

Kane, G. C., Palmer, D., Phillips, A. N., and Kiron, D. (2015), “Is your business ready for a digital future?” MIT Sloan Management Review 56(4), 37.

Kane, G., Palmer, D., Phillips, A., Kiron, D., & Buckley, N. (2017), “Achieving Digital Maturity,” MIT Sloan Management Review and Deloitte University Press.

Klein, R. & Arun R. (2009), “Interfirm information flow in logistics supply chain relationships,” MIS Quarterly, 33(4), 735-762. https://doi.org/10.2307/20650325

Lara-Pérez, J.A., Canibe-Cruz, F., & Duréndez, A. (2025), “How the interaction of innovation and ERP systems on business intelligence affects the performance of Mexican manufacturing companies,” Information Technology & People, 38(3), 1403-1429. https://doi.tec.elogim.com/10.1108/ITP-04-2022-0262

Liu, L., Long, J., Liu, R., Fan, Q., & Wan, W. (2022), “Examining how and when digital platform capabilities drive technological innovation: a strategic information perspective” Journal of Enterprise Information Management, 36(2), 553-582. https://doi.org/10.1108/JEIM-01-2022-0033

Luo, J., Yu, D., & Jiang, L. (2019), “Information flow–sustainability and performance implications,” Journal of the Operational Research Society, 70(8), 1253-1274. https://doi.org/10.1080/01605682.2018.1489347

Mikalef, P., Boura, M., Lekakos, G., & Krogstie, J. (2019), “Big data analytics capabilities and innovation: the mediating role of dynamic capabilities and moderating effect of the environment, ” ” British Journal of Management, 30(2), 272-298. https://doi.org/10.1111/1467-8551.12343

Menchini, F., Russo, P. T., Slavov, T. N. B., & Souza, R. P. (2022), “Strategic capabilities for business model digitalization” Revista de Gestão, 29(1), 2-16. https://doi.org/10.1108/REGE-10-2020-0086

Morales, P., Haique, A., Cortez, E., Filippa, L., & Adra, R. (2024), “Determining Factors in the Implementation of Industry 4.0 in Argentine SMEs” Journal of Technology Management & Innovation, 19(1), 66-78. http://dx.doi.org/10.4067/S0718-27242024000100066

Mousavi, S., Bossink, B., & van Vliet, M. (2018), “Dynamic capabilities and organizational routines for managing innovation towards sustainability,” Journal of Cleaner Production, 203, 224-239. https://doi.org/10.1016/j.jclepro.2018.08.215

Münch, C., Marx, E., Benz, L., Hartmann, E., & Matzner, M. (2022), “ Capabilities of digital servitization: Evidence from the socio-technical systems theory” Technological Forecasting and Social Change, 176, 121361. https://doi.org/10.1016/j.techfore.2021.121361

OECD. (2019). OECD SME and Entrepreneurship Outlook 2019. OECD Publishing. https://doi.org/10.1787/34907e9c-en

Orero-Blat, M., Palacios-Marqués, D., Leal-Rodriguez, A. L., Ferraris, A. (2025), “Beyond digital transformation: a multi-mixed methods study on big data analytics capabilities and innovation in enhancing organizational performance” Review of Managerial Science, 19(2), 649-685. https://doi.org/10.1007/s11846-024-00768-8

Partanen, J., Kohtamäki, M., Patel, P. C., and Parida, V. (2020), “Supply chain ambidexterity and manufacturing SME performance: The moderating roles of network capability and strategic information flow,” International Journal of Production Economics, 221, 107470. https://doi.org/10.1016/j.ijpe.2019.08.005

Peng, M. W., Sun, S. L., Pinkham, B., & Chen, H. (2009), “The institution-based view as a third leg for a strategy tripod,” Academy of Management Perspectives, 23(3), 63-81. https://doi.org/10.5465/amp.2009.43479264

Peres, W., & Primi, A. (2024). Industrial Policy in Latin America. In The New Palgrave Dictionary of Economics (pp. 1-11). Palgrave Macmillan, London.

Proksch, D., Rosin, A. F., Stubner, S., & Pinkwart, A. (2021). The influence of a digital strategy on the digitalization of new ventures: The mediating effect of digital capabilities and digital culture. Journal of Small Business Management, 62(1), 1–29. https://doi.org/10.1080/00472778.2021.1883036

Radicic, D., & Petković, S. (2023), “Impact of digitalization on technological innovations in small and medium-sized enterprises (SMEs),” Technological Forecasting and Social Change, 191, 122474. https://doi.org/10.1016/j.techfore.2023.122474.

Rialti, R., Marzi, G., Ciappei, C., & Busso, D. (2019), “ Big data and dynamic capabilities: a bibliometric analysis and systematic literature review, ” ” Management Decision, 57(8), 2052-2068. https://doi.org/10.1108/MD-07-2018-0821

Rojas-Segura, J., Faith-Vargas, M., & Martinez-Villavicencio, J. (2023), “Conceptualizing digital transformation using semantic decomposition” Tec Empresarial, 17(3), 63–75. https://doi.org/10.18845/te.v17i3.6850

Sarango-Lalangui, Paul, Rodríguez, Jhon, Tapia Carreño, Karla, & Galarza, Boris. (2023), “Evolution and Trends in SME Digitization Research: A Bibliometric Analysis”, Journal of Technology Management & Innovation, 18(1), 53-66. https://dx.doi.org/10.4067/S0718-27242023000100053

Saunila, M. (2020), “Innovation capability in SMEs: A systematic review of the literature”, Journal of Innovation & Knowledge, 5(4), 260-265. https://doi.org/10.1016/j.jik.2019.11.002

Stone, D. and Woodcock, D. (2014), ‘Interactive, direct and digital marketing: A future that depends on better use of business intelligence’, Journal of Research in Interactive Marketing, Vol. 8 No. 1, pp. 4-17. https://doi.org/10.1108/JRIM-07-2013-0046

Suša Vugec, D., Bosilj Vukšić, V., Pejić Bach, M., Jaklič, J., & Indihar Štemberger, M. (2020), ‘Business intelligence and organizational performance: The role of alignment with business process management’, Business Process Management Journal, 26(6), 1709-1730. https://doi.org/10.1108/BPMJ-08-2019-0342

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

Vaithilingam, S., Ong, C. S., Moisescu, O. I., & Nair, M. S. (2024), “Robustness checks in PLS-SEM: A review of recent practices and recommendations for future applications in business research, ” ” Journal of Business Research 173, 114465. https://doi.org/10.1016/j.jbusres.2023.114465

Wang, G., Wang, Y., Ju, X., and Rui, X. (2022), “Effects of political networking capability and strategic capability on exploratory and exploitative innovation: evidence from traditional manufacturing firms in China” Journal of Manufacturing Technology Management, 33(3), 618-642. https://doi.org/10.1108/JMTM-07-2021-0237

Westerman, G., Tannou, M., Bonnet, D., Ferraris, P., & McAfee, A. (2012), “The Digital Advantage: How digital leaders outperform their peers in every industry” MITSloan Management and Capgemini Consulting, MA, 2, 2-23. https://ide.mit.edu/sites/default/files/The_Digital_Advantage__How_Digital_Leaders_Outperform_their_Peers_in_Every_Industry.pdf

World Intellectual Property Organization (WIPO) (2022), “Global Innovation Index 2022: What is the future of innovation-driven growth?” Geneva: WIPO. DOI 10.34667/tind 46596

Zhang, X., Xu, Y., & Ma, L. (2022), “Research on successful factors and influencing mechanism of the digital transformation in SMEs” Sustainability, 14(5), 2549. https://doi.org/10.3390/su14052549

Zong, Z., Anwar, M. A., Khan, S., Asmi, F., & Hussain, N. (2025), “Big-data AI analytics in value-chain innovation and international marketing strategy: insights from SMEs in cultural and creative industries”, International Marketing Review. https://doi.tec.elogim.com/10.1108/IMR-02-2024-0049

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2026-01-06

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How to Cite

The role of business intelligence and digital capabilities in driving SME innovation in Latin America. (2026). REGE Revista De Gestão, 32(4). https://doi.org/10.1108/REGE-01-2025-0018