Impacto de la gestión de servicio en la fidelización del cliente e-commerce gamer: Una revisión sistemática

Impact of service management on customer loyalty in e-commerce gaming: A systematic review

Contenido principal del artículo

Autores/as

La gestión de servicio en el e-commerce se ha transformado en un sistema multidimensional donde la precisión tecnológica y la eficiencia operativa definen la supervivencia de las organizaciones. Esta investigación analiza el impacto de la gestión de servicio en la fidelización del cliente e-commerce gamer, explorando la convergencia entre la Inteligencia Artificial (IA), la logística y la ética corporativa. Bajo una metodología de revisión sistemática basada en el protocolo PRISMA, se analizaron 40 artículos publicadas entre 2020 y 2025 que emplean modelos de ecuaciones estructurales, redes neuronales artificiales y analítica de Big Data. Los resultados revelan que la fidelización no es un proceso lineal, sino una estructura de mediación serial donde el E-CRM y los chatbots de IA optimizan la experiencia del cliente y la lealtad actitudinal. No obstante, se identifica la puntualidad logística como el factor higiénico crítico; retrasos superiores a 48 horas reducen la probabilidad de recompra en un 20.61%, invalidando los esfuerzos de personalización digital. Asimismo, la credibilidad de marca y la transparencia ética emergen como moderadores vitales que protegen la lealtad ante fallos inevitables del servicio. El estudio concluye con la propuesta de un modelo de gestión de cuatro capas ética, tecnológica, operativa y relacional que permite a las microempresas transformar la satisfacción transaccional en un compromiso de marca resiliente.

Service management in e-commerce has transformed into a multidimensional system where technological precision and operational efficiency define the survival of organizations. This research analyzes the impact of service management on customer loyalty among e-commerce gamers, exploring the convergence between Artificial Intelligence (AI), logistics, and corporate ethics. Using a systematic review methodology based on the PRISMA protocol, 40 articles published between 2020 and 2025 were analyzed, employing structural equation modeling, artificial neural networks, and Big Data analytics. The results reveal that loyalty is not a linear process, but rather a serial mediation structure where E-CRM and AI chatbots optimize the customer experience and attitudinal loyalty. However, logistical punctuality is identified as the critical hygiene factor; delays exceeding 48 hours reduce the probability of repeat purchases by 20.61%, invalidating digital personalization efforts. Furthermore, brand credibility and ethical transparency emerge as vital moderators that protect loyalty in the face of inevitable service failures. The study concludes with a proposed four-layered management model—ethical, technological, operational, and relational—that enables micro-enterprises to transform transactional satisfaction into resilient brand engagement.

Detalles del artículo

Cómo citar
Ortiz Briceño , C. A., Pachau Torres, W. A., Caspito Barboza, K. M., & Peñares Dolorier, J. E. (2026). Impacto de la gestión de servicio en la fidelización del cliente e-commerce gamer: Una revisión sistemática . Impulso, Revista De Administración, 6(13), 294-312. https://doi.org/10.59659/impulso.v.6i13.239
Sección
Artículos de Investigación

Cómo citar

Ortiz Briceño , C. A., Pachau Torres, W. A., Caspito Barboza, K. M., & Peñares Dolorier, J. E. (2026). Impacto de la gestión de servicio en la fidelización del cliente e-commerce gamer: Una revisión sistemática . Impulso, Revista De Administración, 6(13), 294-312. https://doi.org/10.59659/impulso.v.6i13.239

Referencias

Abd, A.-E. H. (2023). Telecommunications service quality, customer satisfaction and customer loyalty in pandemic times. Management Research Review, 46(8), 1112-1131. https://doi.org/10.1108/MRR-08-2021-0595

Adeiza, A., Abdullahi, M. S., Fattah, F. A. M. A., Fawehinmi, O., Ismail, N. A., Arnaut, M., Aigbogun, O., Adam, I. S., y Ehido, A. (2022). Mediating mechanism of customer satisfaction on customer relationship management implementation and customer loyalty among consolidated banks. Uncertain Supply Chain Management, 10(3), 819-832. https://doi.org/10.5267/j.uscm.2022.3.012

Agusinta, L., Amelya, A., Endri, E., Marina, S., Pratiwi, S. W., Fachrial, P., Sucipt, Y. D., Tanady, H., Listyawati, A., y Gutomo, T. (2024). Service quality, punctual cargo delivery, and customer loyalty: The mediating role of customer decisions. Uncertain Supply Chain Management, 12(4), 2559-2566. https://doi.org/10.5267/j.uscm.2024.5.014

Al-Diabat, B. (2022). Customer relationship management and customer loyalty: Examining the mediating role of business process management. Uncertain Supply Chain Management, 10(4), 1103-1110. https://doi.org/10.5267/j.uscm.2022.9.002

Al-Hujri, A., Al-Hakimi, M. A., Alshageri, S., Vasant Keshavrao, B., y Al Koliby, I. S. (2025). The impact of social media marketing activities on brand loyalty and awareness: The mediating role of customer satisfaction in Yemen’s telecom industry. Cogent Business y Management, 12(1), 2509793. https://doi.org/10.1080/23311975.2025.2509793

Almahadeen, S. A.-K., y Al-Manasrah, E. A. (2022). The Role of Electronic Customers Relationship Management in Enhancing Customer Loyalty at Jordanian Telecommunication Industry. WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS, 19, 1452-1462. https://doi.org/10.37394/23207.2022.19.131

Alzaydi, Z. (2024). Examining the mediating effect of multi-channel integration quality in the relationship with service quality, customer satisfaction and customer loyalty in the Saudi banking sector. Management & Sustainability: An Arab Review, 3(2), 132-149. https://doi.org/10.1108/MSAR-12-2022-0061

Averineni, A., M, F. C., Vamsi, V. S., Manikanta, A. M., Rajasekhar Reddy, A., y Sravan Reddy, K. D. (2024). Strategic Integration Of Artificial Intelligence In Customer Relationship Management: A Path To Personalization. 2024 2nd International Conference on Disruptive Technologies (ICDT), 107-111. https://doi.org/10.1109/ICDT61202.2024.10489346

Balaji, K. E., Yoganandan, G., y Vasan, M. (2024). Service quality, customer satisfaction and loyalty in the freight forwarding industry: The moderating role of animosity and CRM. International Journal of Business Innovation and Research, 35(5), 1-29. https://doi.org/10.1504/IJBIR.2024.142660

Bhattacharyya, J., Kundu, S., Dash, M. K., y Dolhey, S. (2021). An Investigation on Consumer Switching Behavior in an Asian Telecommunication Market: International Journal of Service Science, Management, Engineering, and Technology, 12(6), 105-125. https://doi.org/10.4018/IJSSMET.2021110107

Bilad, A., Zaim, M., y Zaim, F. (2025). Empirical Modeling of the Impact of Industry 4.0 Technologies on Logistics Service Quality. Logforum, 21(3), 443-457. https://doi.org/10.17270/J.LOG.001249

Bilgihan, A., Ostinelli, M. (Max), Zhang, Y., y Lorenz, M. (2025). Artificial intelligence (AI) agents and the future of customer loyalty. International Journal of Contemporary Hospitality Management, 37(9), 3240-3262. https://doi.org/10.1108/IJCHM-03-2025-0373

Borisavljević, K., y Radosavljević, G. (2021). Application of logistics model in analysing relationship marketing in travel agencies. Zbornik radova Ekonomskog fakulteta u Rijeci: časopis za ekonomsku teoriju i praksu/Proceedings of Rijeka Faculty of Economics: Journal of Economics and Business, 39(1), 87-112. https://doi.org/10.18045/zbefri.2021.1.87

Bujisic, M., Li, Y. “Ian”, y Bilgihan, A. (2025). Emotion and cognition in customer experience: A mixed-method study on loyalty formation in the hospitality sector. Journal of Hospitality and Tourism Insights, 8(4), 1522-1545. https://doi.org/10.1108/JHTI-07-2024-0677

Caldera, J. (2025). Aplicaciones de la Inteligencia Artificial para automatización de procesos documentales en los archivos audiovisuales televisivos. Revista Interamericana de Bibliotecología, 48(1). https://doi.org/10.17533/udea.rib.v48n1e356060

Chakrabarti, M., Fabozzi, F. J., Narain, A., y Sood, A. (2025). Ethical AI in Asset Management: Frameworks for Transparency, Compliance, and Trust. The Journal of Financial Data Science, 7(1), 18-35. https://doi.org/10.3905/jfds.2025.7.1.018

Dev Varma, H., y Kumar, D. S. S. (2025). Service Quality, Brand Trust, and Customer Retention: The ‎Competitive Dynamics between The Highway Food Chains and ‎Local Dhabas in India. International Journal of Accounting and Economics Studies, 12(5), 522-532. https://doi.org/10.14419/6ceepy84

Do, A. D., Ha, D. L., Pham, M. T., Khuat, M. A. T., Le, V. A. T., Nguyen, D. N. D., y La, T. Q. (2025). Impacts of e-RLSQ on repurchase intention in Vietnam’s e-commerce market: The mediating role of customer satisfaction and trust. International Journal of Information Management Data Insights, 5(2), 100346. https://doi.org/10.1016/j.jjimei.2025.100346

Faris, A., y Elhachloufi, M. (2025). Artificial Intelligence and Machine Learning Models for Credit Risk Prediction in Morocco. Statistics, Optimization y Information Computing, 14(4), 1716-1740. https://doi.org/10.19139/soic-2310-5070-2486

Feng, P., Bi, Z., Wen, Y., Pan, X., Peng, B., Liu, M., Xu, J., Chen, K., Liu, J., Yin, C. H., Zhang, S., Wang, J., Niu, Q., Li, M., y Wang, T. (2024). Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI’s Potential Through Tools, Techniques, and Applications (Versión 2). arXiv. https://doi.org/10.48550/ARXIV.2410.01268

Gokce, A., Tajvidi, M., y Hajli, N. (2024). Management Respond to Negative Feedback: AI-Powered Insights for Effective Engagement. IEEE Transactions on Engineering Management, 71, 13983-13996. https://doi.org/10.1109/TEM.2024.3432457

Gonu, E., Okeniyi, J., y Agyapong, G. K.-Q. (2024). Customer relationship management practices and organisational performance of commercial banks in Ghana: A mediation analysis. Journal of Financial Services Marketing, 29(2), 607-624. https://doi.org/10.1057/s41264-023-00226-8

Gunawardane, G. (2023). Enhancing customer satisfaction and experience in financial services: A survey of recent research in financial services journals. Journal of Financial Services Marketing, 28(2), 255-269. https://doi.org/10.1057/s41264-022-00148-x

Hasan, A., Khaerunisa, N., Fitri, Y., Hasan, A. M., y Dahlan, A. (2025). Impression management, satisfaction level and banking image towards customer loyalty of Islamic bank in Indonesia. Humanities and Social Sciences Letters, 13(4), 1398-1413. https://doi.org/10.18488/73.v13i4.4503

Hosseini, J. (2025). Reverse logistics and lean, agile, resilient, and green paradigms in supply chain: A comparative analysis of fuzzy decision-making methods. Cleaner Logistics and Supply Chain, 17, 100284. https://doi.org/10.1016/j.clscn.2025.100284

Ivanov, D. (2025). Conceptual and formal models for design, adaptation, and control of digital twins in supply chain ecosystems. Omega, 137, 103356. https://doi.org/10.1016/j.omega.2025.103356

Jorge, R. F. I., Cahigas, M. M. L., Novendah, I., Nadlifatin, R., Sukhavalli, R., y Prasetyo, Y. T. (2024). Determinant factors for consumers?? Intention in choosing an e-commerce Platform (online shop): An extended Theory of Planned Behavior (TPB) approach. Proceedings of the 10th International Conference on Industrial and Business Engineering, 58-63. https://doi.org/10.1145/3716097.3716112

Koliousis, I., Al-Surmi, A., y Bashiri, M. (2024). Artificial intelligence and policy making; can small municipalities enable digital transformation? International Journal of Production Economics, 274, 109324. https://doi.org/10.1016/j.ijpe.2024.109324

Kumar, P., y Mokha, A. K. (2022). Electronic Customer Relationship Management (E-CRM) and Customer Loyalty: The Mediating Role of Customer Satisfaction in the Banking Industry. International Journal of E-Business Research, 18(1), 1-22. https://doi.org/10.4018/IJEBR.293292

Mahajan, A., Singh, G., Devgan, S., Singh, G., y Kaur, P. (2026). Next-generation manufacturing: Leveraging AI for industrial innovation and growth. Computers & Industrial Engineering, 211, 111618. https://doi.org/10.1016/j.cie.2025.111618

Marti, C. L., Liu, H., Kour, G., Bilgihan, A., y Xu, Y. (2024). Leveraging artificial intelligence in firm-generated online customer communities: A framework and future research agenda. Journal of Service Management, 35(3), 438-458. https://doi.org/10.1108/JOSM-10-2023-0443

Matoni, M., Kesper, A., y Taentzer, G. (2025). How to Define the Quality of Data? A Feature-Based Literature Survey (Versión 1). arXiv. https://doi.org/10.48550/ARXIV.2504.01491

Matosas, L. (2025). The influence of brand credibility and brand loyalty on customer satisfaction and continued use intention in new voice assistance services based on AI. Journal of Marketing Analytics, 13(1), 180-201. https://doi.org/10.1057/s41270-023-00278-8

Mizrak, A. Prof. F., y Cantürk, A. Prof. S. (2025). Strategic multi-criteria assessment for cold chain logistics optimization in the aviation sector. Research in Transportation Business & Management, 63, 101500. https://doi.org/10.1016/j.rtbm.2025.101500

Mokha, A. K., y Kumar, P. (2024). Linking electronic customer relationship management and customer loyalty through serial mediation of customer experience and customer satisfaction. International Journal of Electronic Customer Relationship Management, 14(2), 103-127. https://doi.org/10.1504/IJECRM.2024.138642

Mugova, S., Kiliswa, N. G., y Mashizha, M. (2025). The mediating role of customer satisfaction in the relationship between service quality and customer loyalty in multi-channel retail banking. Cogent Business & Management, 12(1), 2514937. https://doi.org/10.1080/23311975.2025.2514937

Namazian, Z., Betts, J. M., y Stuckey, P. J. (2025). Predict and optimize: A smart inventory management model for beauty retail. Optimization Letters. https://doi.org/10.1007/s11590-025-02226-0

Oliveira, G., Bueno, R. N., Lima, G. A., De Araújo, S. A., Belan, P. A., Carvalho, D., y Almeida, C. M. V. B. (2025). Artificial intelligence-based optimization of the WEEE reverse chain in São Paulo − Brazil to promote economic, environmental and social benefits. Journal of Cleaner Production, 521, 146073. https://doi.org/10.1016/j.jclepro.2025.146073

Phan, N., y Kim Quoc, N. (2024). Service quality, customer satisfaction and loyalty: A case study in Vietnamese SMEs. Cogent Business & Management, 11(1), 2377769. https://doi.org/10.1080/23311975.2024.2377769

Polat, İ., Sesliokuyucu, O., Dogan, S., y Cobanoglu, C. (2026). Investigating the impact of innovative behavior on customer experiential value and satisfaction in the airline omnichannel environment. Journal of Air Transport Management, 131, 102932. https://doi.org/10.1016/j.jairtraman.2025.102932

Puyol, J. (2024). Factores determinantes en la toma de decisiones estratégicas en el sector retail. Revista Científica Zambos, 3(1), 36-55. https://doi.org/10.69484/rcz/v3/n1/11

Rajagukguk, W., Samosir, O. B., Rajagukguk, J., y Rajagukguk, H. E. (2024). Service quality and supply chain value on customer loyalty: The role of customer relationship management. Uncertain Supply Chain Management, 12(2), 955-964. https://doi.org/10.5267/j.uscm.2023.12.012

Ren, G., Chen, Y., y Yang, M. (2024). Customer perception, integration behavior, and loyalty of internet of things enterprises. Technology in Society, 78, 102600. https://doi.org/10.1016/j.techsoc.2024.102600

Rodrigues, R. S., y Patah, L. A. (2025). Customer loyality in e-commerce: A case study on deadline compliance in Brazilian retail during the Covid-19 pandemic. ReMark - Revista Brasileira de Marketing, 24(3), e29256. https://doi.org/10.5585/2025.29256

Sangchumnong, A. (2025). Causal Factors Relationship of Tourism Experience Influencing Customer Loyalty via the Perceived Service Value, Attraction Image and Overall Service Quality Satisfaction for the Museum Tourist Attractions: Evidence in Thailand. Asian Journal of Business Research, 15(2). https://doi.org/10.14707/ajbr.240194

Shin, J. (2022). Comparison of Customers’ Satisfaction and Loyalty between Digital Bank and Traditional Bank: Empirical Evidence from South Korea. Journal of System and Management Sciences. https://doi.org/10.33168/JSMS.2022.0613

Siddiqi, K. O., Rahman, J., Tanchangya, T., Rahman, H., Esquivias, M. A., y Rahman, Md. H. (2024). Investigating the factors influencing customer loyalty and the mediating effect of customer satisfaction in online food delivery services: Empirical evidence from an emerging market. Cogent Business & Management, 11(1), 2431188. https://doi.org/10.1080/23311975.2024.2431188

Singh, G., Slack, N., y Sharma, S. (2025). Influence of supermarket self-checkout service quality, customer vulnerability and risk perception during emerging pandemics on Australian customer behaviour. The TQM Journal. https://doi.org/10.1108/TQM-06-2024-0213

Sofiyah, F. R., Dilham, A., Hutagalung, A. Q., Yulinda, N. A., Lubis, A. S., y Marpaung, J. L. (2024). The chatbot artificial intelligence as the alternative customer services strategic to improve the customer relationship management in real-time responses. International Journal of Economics and Business Research, 27(5), 45-58. https://doi.org/10.1504/IJEBR.2024.139810

Tamás, P. (2025). New Dimensions in the Study of Outsourcing Logistics Services: The Role of Digitalization in Enhancing Efficiency. Logistics, 9(2), 44. https://doi.org/10.3390/logistics9020044

Vaya, T., Nguyen, L., y Duc, D. (2025). Comprehensive Analysis of Mobile Payment’s Customer Loyalty: The SEM-ANN Approach. Quality-Access to Success, 26(208). https://doi.org/10.47750/QAS/26.208.20

Vebrianti, R., Aras, M., Putri, M. S. S., y Swandewi, I. A. (2025). AI Chatbots in E-Commerce: Enhancing Customer Engagement, Satisfaction and Loyalty. PaperASIA, 41(2b), 248-260. https://doi.org/10.59953/paperasia.v41i2b.445

Vigdorowitsch, M. (2024). Differential model of customer loyalty evolution as loyalty forecasting tool. International Journal of Services and Operations Management, 49(2), 161-174. https://doi.org/10.1504/IJSOM.2024.141995

Xu, W., Liu, Y., Triwannakij, S., y Junaidi, J. (2025). The influence of service quality on visitors of Chengdu public cultural concert on customers’ engagement and loyalty. Innovative Marketing, 21(3), 237-250. https://doi.org/10.21511/im.21(3).2025.18

Yin, F., Lo, M. C., Mohamad, A. A., y Sin, K. Y. (2025). The impact of AI applications, information sharing, and supply chain resilience on agricultural supply chain performance. Journal of Data, Information and Management, 7(4), 287-300. https://doi.org/10.1007/s42488-025-00155-2