Determinants of E-commerce Adoption in Wholesale SMEs
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Abstract
The objective of the article is to determine the operational and digital perception characteristics for E-commerce (EC) adoption in wholesale SMEs. The quantitative method analyzed 185 wholesale SMEs in Chihuahua, Mexico, using binary logistic regression. The results indicate a robust model (94.6% global accuracy). EC adoption is significantly associated with perceived benefits (Exp(B)=55.698), transactional web functions (Exp(B)=43.771), and the use of integrated technological systems (Exp(B)=22.019). The findings reveal that success is not fortuitous; it depends on organizational maturity and a strategic managerial vision that supports technological infrastructure. The originality lies in the quantitative analysis of specific technological implementation factors for wholesale trade SMEs within a Mexican regional context. The limitation is that the inference is restricted to wholesale trade SMEs in the city of Chihuahua.
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References
Aboelmaged, M. (2010). Predicting e-procurement adoption in a developing country: An empirical integration of technology acceptance model and theory of planned behaviour. Industrial Management & Data Systems, 110(3), 392–414. https://doi.org/10.1108/02635571011030042
Afiat, M., & Rijal, S. (2023). Analysis of the use of e-commerce in improving entrepreneurial business competitiveness. Jurnal Minfo Polgan, 12(1), 468-479. https://doi.org/10.33395/jmp.v12i1.12439
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T
Akin, M. (2024). Enhancing e-commerce competitiveness: A comprehensive analysis of customer experiences and strategies in the Turkish market. Journal of Open Innovation: Technology, Market, and Complexity, 10(1), Article 100222. https://doi.org/10.1016/j.joitmc.2024.100222
Alderete, M. V., Jones, C., & Motta, J. (2017). Los factores organizacionales y del entorno en la adopción del comercio electrónico en pymes de Córdoba, Argentina. Redes (Buenos Aires), 23(45), 63-95. https://doi.org/10.48160/18517072re45.111
Awiagah, R., Kang, J., & Lim, J. I. (2016). Factors affecting e-commerce adoption among SMEs in Ghana. Information Development, 32(4), 815-836. https://doi.org/10.1177/0266666915571427
Balestrini, M., Castillo, A., Echeverry, I., Castro Blandón, C., Torrico, B., Mafla, J., Guzmán, M., Di Giovanni, L., Rojas, D., & Guillen, D. (2024). Economía del dato para pymes: claves para impulsar los negocios en la era digital y casos de uso en Latinoamérica. IADB Publications. https://doi.org/10.18235/0013165
Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
Béjar-Tinoco, V., Valenzo-Jiménez, M., Madrigal-Moreno, F., Madrigal-Moreno, S., & Montesinos-López, O. (2022). Comercio electrónico y hábitos de los consumidores durante la pandemia de COVID-19 en México. Innovar, 32(86), 119-134. https://doi.org/10.15446/innovar.v32n86.104665
Bening, S. A., Dachyar, M. A., Pratama, N. R., Park, J., & Chang, Y. (2023). E-Commerce Technologies Adoption Strategy Selection in Indonesian SMEs Using the Decision-Makers, Technological, Organizational and Environmental (DTOE) Framework. Sustainability, 15(12), 9361. https://doi.org/10.3390/su15129361
Bledsoe, J. (s.f.). 2024 eCommerce Size & Sales Forecast. International Trade Administration, U.S. Department of Commerce. https://www.trade.gov/ecommerce-sales-size-forecast
Carrión González, J. T. (2020). El impacto del e-commerce en las pymes de la provincia de El Oro. Universidad y Sociedad, 12(2), 473-479. http://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S2218-36202020000200473
Chavez Vilcahuaman, R. D., Aldaba Murrieta, M. N. & Corrales Baldoceda, C. E. (2020). Una revisión teórica sobre la adopción del comercio electrónico. Revista de Investigación Valdizán, 7(1), 61-66. https://doi.org/10.17162/riva.v7i1.1418
Chatzoglou, P., & Chatzoudes, D. (2016). Factors affecting e-business adoption in SMEs: an empirical research. Journal of Enterprise Information Management, 29(3), 327-358. https://doi.org/10.1108/JEIM-03-2014-0033
Corrales-Liévano, J. D., & Camargo Mayorga, D. A. (2025). Barreras para la adopción del comercio electrónico en empresas colombianas: un análisis factorial exploratorio. En-Contexto, 13(23), 154-175. https://doi.org/10.53995/23463279.1624
Croda Marini, J. R. (2021). El comercio electrónico: regulación y aplicación a los negocios internacionales. Revista Universo Jurídico, 16, 22-36. https://doi.org/10.25009/uj.v1i16.2579
Croteau, A. M., & Bergeron, F. (2001). An information technology trilogy: Business strategy, technological deployment and organizational performance. Journal of Strategic Information Systems, 10(2), 77-99. https://doi.org/10.1016/S0963-8687(01)00044-0
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340. https://doi.org/10.2307/249008
DePietro, R., Wiarda, E., & Fleischer, M. (1990). The context for change: Organization, technology and environment. En L. G. Tornatzky & M. Fleischer (Eds.), The processes of technological innovation (pp. 151–175). Lexington Books.
Fernández Díez, M. C., & Puig Gabarró, P. (2020). Los desafíos del comercio electrónico para las pymes: Principales claves en el proceso de digitalización. Banco Interamericano de Desarrollo. http://dx.doi.org/10.18235/0002311
Ferrer-Dávalos, R. M. (2021). Adopción e impacto de las TIC en la gestión de microempresas. Revista Científica en Ciencias Sociales, 3(1), 49-68. https://www.redalyc.org/journal/7497/749778797006/html/
Ghobakhloo, M., Arias-Aranda, D., & Benitez-Amado, J. (2011). Adoption of e-commerce applications in SMEs. Industrial Management & Data Systems, 111(8), 1238-1269. https://doi.org/10.1108/02635571111170785
González-García, J. (2020). Comercio electrónico en China y México: surgimiento, evolución y perspectivas. México y la Cuenca del Pacífico, 9(27), 53-84. https://doi.org/10.32870/mycp.v9i27.688
González Villa, D., López Cid, A., & Zuñiga Espinosa, N. A. (2024). Valor percibido y la adopción del e-commerce en las MiPyMEs de la zona metropolitana del estado de Hidalgo. Ciencia Latina Revista Científica Multidisciplinar, 8(4), 9372-9392. https://doi.org/10.37811/cl_rcm.v8i4.13081
Grandon, E. E., & Pearson, J. M. (2004). Electronic commerce adoption: An empirical study of small and medium US businesses. Information & Management, 42(1), 197-216. https://doi.org/10.1016/j.im.2003.12.010
Gutiérrez Cervantes, I. (2024). Impacto del comercio electrónico en las PYMES de Pachuca. CaleidoscoPI, 2(3), 15-28. https://doi.org/10.29057/caleidoscopi.v2i3.12459
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage Learning.
Hendricks, S., & Mwapwele, S. D. (2023). A systematic literature review on the factors influencing e-commerce adoption in developing countries. Data and Information Management, 8(1), Article 100045. https://doi.org/10.1016/j.dim.2023.100045
Hirs, J., & Vargas, F. (2023). Prioridades para la digitalización empresarial en América Latina y el Caribe. IADB Publications. https://doi.org/10.18235/0005166
INEGI. (2025). Resultados oportunos de los Censos Económicos 2024 [Comunicado de prensa 05/25]. https://www.inegi.org.mx/contenidos/saladeprensa/boletines/2025/ce/CE_2024_RO_Nal.pdf
Kim, J., Kim, M., Im, S., & Choi, D. (2021). Competitiveness of e-commerce firms through ESG logistics. Sustainability, 13(20), 11548. https://doi.org/10.3390/su132011548
Kwan-Chung, C., & Ortiz-Jiménez, L. (2021). Adopción del E-commerce: Un estudio meta-analítico. Revista Internacional de Investigación en Ciencias Sociales, 17(1), 4-23. https://doi.org/10.18004/riics.2021.junio.04
León Balarezo, O. Y., Rojas Chacón, V. H., Ríos Vera, K. J. & Ruiz Villavicencio, G. E. (2025). Impacto del comercio electrónico en la competitividad de las PYMES: Factores clave y barreras tecnológicas. Revista InveCom, ISSN en línea: 2739-0063, 5(4), 1-8. https://doi.org/10.5281/zenodo.14816581
López, R., Martínez, L., & Mejía, J. (2014). El comercio electrónico como herramienta de comercialización para los empresarios. Inquietud Empresarial, 14(1), 115-128. https://doi.org/10.19053/01211048.2859
Malpartida-Maíz, O., Román-Córdova, V. S., & Salas-Canales, H. J. (2023). Impacto del comercio electrónico en la gestión de ventas en el Emporio Comercial de Gamarra (Lima-Perú), 2021. ACADEMO (Asunción), 10(2), 245–255. https://doi.org/10.30545/academo.2023.jul-dic.9
Marín Navarro, L. M., & Cabriles Gómez, J. M. (2020). Análisis de la implementación del comercio electrónico en las microempresas del municipio de Arauca [Tesis de pregrado, Universidad Cooperativa de Colombia]. Repositorio UCC. https://repository.ucc.edu.co/entities/publication/4ae19117-3e9a-4e1c-9176-7bf54496072e
Meléndez Ruiz, E. I. & Abrego Almazán, D. (2021). El papel de la confianza en la intención de uso del comercio electrónico. Revista Ibérica de Sistemas e Tecnologías de Información, 42, 30-45. https://scielo.pt/pdf/rist/n42/1646-9895-rist-42-30.pdf
Mensah, J. K., & Xu, Y. (2025). Adoption of E-commerce technologies among SMEs in Ghana under the influence of integrated UTAUT and TOE frameworks. Information Development, 0(0). https://doi.org/10.1177/02666669251325479
Molla, A., & Licker, P. S. (2005). eCommerce adoption in developing countries: a model and instrument. Information & Management, 42(6), 877-899. https://doi.org/10.1016/j.im.2004.09.002
Nayyar, J. S., Khosla, T., & Saini, V. K. (2023). Trend analysis of e-commerce. International Journal for Research in Applied Science and Engineering Technology, 11(5). https://doi.org/10.22214/ijraset.2023.53203
Nazir, M. A., & Roomi, M. A. (2021). Barriers to adopting electronic commerce for small and medium-sized enterprises in emerging economies. Emerging Markets Journal, 10(2), 1-15. https://doi.org/10.5195/emaj.2020.203
OECD. (2021). The Digital Transformation of SMEs. Paris: OECD Publishing. https://doi.org/10.1787/bdb9256a-en
Palma, C., Aguilar, L., Martínez, M., Mendoza, K., Méndez, J., & Miranda, D. (2024). Comercio electrónico y gestión empresarial: retos y oportunidades en el mercado actual. South Florida Journal of Development, 9(9), 195-215. https://doi.org/10.46932/sfjdv5n9-041
Pozo-Benites, K. B., Guadalupe-Sánchez, K. W., Peñarreta-Barrera, E. E., & Meza-Salvatierra, J. K. (2025). Transformación digital de las PYMEs en América Latina: barreras, oportunidades y estrategias para la competitividad. Multidisciplinary Latin American Journal (MLAJ), 3(2), 236–255. https://doi.org/10.62131/MLAJ-V3-N2-015
Priest, D. (2024). AI Predictions. Price Waterhouse Coopers. https://www.pwc.com/us/en/tech-effect/ai-analytics/ai-predictions.html
Quispe Fernández, G. M., Arellano Cepeda, O. E., Rodríguez, E. A., & Cruz Parra, J. F. (2023). Profitability and electronic commerce in SMEs in Ecuador: Case of ventures in food and beverage companies. Ciencia Digital, 7(2), 82-94. https://cienciadigital.org/revistacienciadigital2/index.php/CienciaDigital/article/view/2541/8632#toc
Religia, Y., Surachman, S., Rohman, F., & Indrawati, N. K. (2021). E-Commerce Adoption in SMEs: A Literature Review. Proceedings of the 1st International Conference on Economics Engineering and Social Science. EAI. https://doi.org/10.4108/eai.17-7-2020.2302969
Rivas-Tovar L. A. (2024). Normas Apa 7ª Edición: Estructura, Citas y Referencias. Instituto Politécnico Nacional. https://www.researchgate.net/publication/357046089_normas_apa_7_edicion_estructura_citas_y_referencias
Rodríguez, K. G., Ortiz, O. J., Quiroz, A. I., & Parrales, M. L. (2020). El e-commerce y las Mipymes en tiempos de Covid-19. Espacios, 41(42), 100–118. https://doi.org/10.48082/espacios-a20v41n42p09
Rogers, E. M. (2003). Diffusion of Innovations (5ª ed.). Free Press.
Salah, O. H., & Ayyash, M. M. (2024). E-commerce adoption by SMEs and its effect on marketing performance: An extended TOE framework with AI integration, innovation culture, and customer tech-savviness. Journal of Open Innovation: Technology, Market, and Complexity, 10(2), Article 100183. https://doi.org/10.1016/j.joitmc.2023.100183
Suárez Zaruma, K. S., Izurieta Faicán, J. P., & Benítez Luzuriaga, F. V. (2023). Influencia del comercio electrónico en la internacionalización del sector asociativo de la provincia de El Oro. European Scientific Journal, 19(15), 77-93. https://eujournal.org/index.php/esj/article/view/16432
Zambrano Martínez, A., & Ortega Gómez, P. (2023). Las mipymes y el comercio electrónico en México. Paakat: Revista de Tecnología y Sociedad, 0(24). https://doi.org/10.32870/pk.a13n24.788
Zhang, M. (2023). Research on the Impact of ChatGPT on The Economic Development of E-commerce Industry. Frontiers in Business Economics and Management, 11(1), 96–100. https://doi.org/10.54097/fbem.v11i1.11820
Zhuckovskaya, I. F., Yares, O. B, & Krasnova, M. V. (2024). Acceleration of digitalization of trade during the pandemic: Moving toward Trade 4.0. Advances in Management, 17(2), 15-22. https://doi.org/10.1108/S1877-63612024000033B003