Desarrollar y validar una escala para evaluar la experiencia del cliente durante el proceso de cumplimiento de pedidos en el contexto del comercio electrónico

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Publicado 16-04-2026
Natalia Kravchenko
Vera Butkouskaya
Olga Oyner
Anita Nanda

Resumen

Este estudio desarrolla y valida una nueva escala multidimensional para evaluar la experiencia del cliente durante el proceso de cumplimiento de pedidos en el comercio electrónico, abordando la carencia de instrumentos de medición centrados en la etapa poscompra. Mientras que investigaciones previas han analizado principalmente indicadores operativos, como la velocidad de entrega o la calidad del servicio, a menudo se han pasado por alto las dimensiones emocionales y experienciales del cumplimiento. Basándose en la teoría del marketing experiencial, este estudio propone un marco integral que integra tanto componentes funcionales (p. ej., exactitud, seguimiento) como emocionales (p. ej., disfrute, fluidez) de la experiencia del cliente. La investigación se llevó a cabo en dos etapas —pretest y validación a gran escala— mediante una encuesta a 385 consumidores en línea en Rusia. Este contexto empírico, que representa un mercado digital amplio y de rápido crecimiento, ofrece perspectivas valiosas más allá de los estudios tradicionalmente centrados en Occidente. Utilizando Modelado de Ecuaciones Estructurales por Mínimos Cuadrados Parciales (PLS-SEM), el análisis reveló seis dimensiones clave de la experiencia de cumplimiento: conveniencia, disfrute, fluidez en la entrega, seguimiento del paquete, soporte de comunicación y exactitud y estado del producto entregado. Este estudio contribuye a la literatura sobre experiencia del cliente al posicionar el cumplimiento de pedidos como un punto de contacto experiencial crítico en la etapa poscompra. Más allá de su valor teórico, la escala validada ofrece una herramienta práctica de diagnóstico para que los proveedores de comercio electrónico mejoren la calidad del servicio y la satisfacción del cliente en diversos contextos de mercado.

Cómo citar

Kravchenko, N., Butkouskaya, V., Oyner, O., & Nanda, A. (2026). Desarrollar y validar una escala para evaluar la experiencia del cliente durante el proceso de cumplimiento de pedidos en el contexto del comercio electrónico. Cuadernos De Gestión, 26(1), 7–21. https://doi.org/10.5295/cdg.252388nk
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Keywords

Experiencia del cliente, Cumplimiento de pedidos, Comercio electrónico, Desarrollo de escalas, Etapa poscompra, Industria minorista, Mercados emergentes

References
Alkhalifah, A. (2022). Exploring trust formation and antecedents in social commerce. Frontiers in Psychology, 12, 789863. https://doi.org/10.3389/fpsyg.2021.789863
Arıkan, U., Kranz, T., Sal, B., Schmitt, S., & Witt, J. (2023). Human-centric parcel delivery at Deutsche Post with opera-tions research and machine learning. Informs Journal on Applied Analytics, 53(5). https://doi.org/10.1287/inte.2023.0031
Astete-Meza, A., Yesquen-Mendoza, S., & Mauricio-Andía, M. (2025). The impact of omnichannel dimensions on pur-chase intention through consumer benefits: A Peruvian approach. Cuadernos De Gestión, 25(2), 1-16. https://doi.org/10.5295/cdg.27469
Awwad, M., Shekhar, A., & Iyer, A. (2018). Sustainable last-mile logistics operation in the era of e-commerce. In Proceedings of the International Conference on Industrial Engineering and Operations Management, Paris, France, 26-27, July 2018 (pp. 584-591). https://ieomsociety.org/dc2018/papers/179.pdf
Becker, L., & Jaakkola. E. (2020). Customer experience: Fundamental premises and implications for research. Journal of the Academy of Marketing Science, 48, 630–648.
Berry, L. L., Seiders, K., & Grewal, D. (2002). Understanding Service Convenience. Journal of Marketing, 66(3), 1-17. https://doi.org/10.1509/jmkg.66.3.1.18505
Boateng, G. O., Neilands, T. B., Frongillo, E. A., Melgar-Quiñonez, H. R., & Young, S. L. (2018). Best practices for developing and validating scales for health, social, and behavioral research: A primer. Frontiers in Public Health, 6, 149. https://doi.org/10.3389/fpubh.2018.00149
Brakus, J. J., Schmitt, B. H., & Zarantonello, L. (2009). Brand experience: what is it? How is it measured? Does it affect loyalty? Journal of Marketing, 73(3), 52-68. https://doi.org/10.1509/jmkg.73.3.052
Brown, J., & Guiffrida, A. (2014). Carbon emissions comparison of last-mile delivery versus customer pickup. International Journal of Logistics Research and Applications, 17(6), 503-521. https://doi.org/10.1080/13675567.2014.907397
Cao, Y., Ajjan, H., & Hong, P. (2018). Post-purchase shipping and customer service experiences in online shopping and their impact on customer satisfaction: An empirical study with comparison. Asia Pacific Journal of Marketing and Logistics, 30(2), 400-416. https://doi.org/10.1108/APJML-04-2017-0071
Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications.
Esper, T. L., Jensen, T. D., Turnipseed, F. L., & Burton, S. (2003). The last mile: an examination of effects of online retail delivery strategies on consumers. Journal of Business Logistics, 24(2), 177-203. https://doi.org/10.1002/j.2158-1592.2003.tb00051.x
Fisher, M., Gallino, S., & Xu, J. (2016). The value of rapid delivery in online retailing. SSRN. https://doi.org/10.13140/RG.2.2.17868.62080
Gahler, M., Klein, J. F., & Paul, M. (2023). Customer experience: Conceptualization, measurement, and application in omnichannel environments. Journal of Service Research, 26(2), 191-211.
Garg, R., Rahman, Z., & Qureshi, M. N. (2014). Measuring customer experience in banks: Scale development and validation. Journal of Modelling in Management, 9(1), 87-117. https://doi.org/10.1108/JM2-07-2011-0030
Gentile, C., Spiller, N., & Noci, G. (2007). How to sustain the customer experience: An overview of experience compo-nents that co-create value with the customer. European Management Journal, 25(5), 395-410. https://doi.org/10.1016/j.emj.2007.08.005
Gevaers, R., Van de Voorde, E., & Vanelslander, T. (2011). Characteristics and typology of last-mile logistics from an innovation perspective in an urban context. In City Distribution and Urban Freight Transport: Multiple Perspectives (pp. 56-71). Edward Elgar Publishing. https://doi.org/10.4337/9780857932754.00009
Gielsens, K., Gijsbrechts, E., Geyskens, I., 2020. Navigation the last mile: The demand effects of click-and-collect order fulfillment. Journal of Marketing, 85(4), 158-178. https://doi.org/10.1177/0022242920960430
Gupta, A. (2016). Redefining service quality scale with customer experience quality scale: A critical review. International Journal of Services and Operations Management, 25(1), 48-64. https://doi.org/10.1504/IJSOM.2016.078025
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.
Hanafizadeh, P., Ghandchi, S., & Asgarimehr, M. (2017). Impact of information technology on lifestyle: A literature review and classification. International Journal of Virtual Communities and Social Networking, 9(2), 1-23. https://doi.org/10.4018/IJVCSN.2017040101
Heim, G. R., & Sinha, K. K. (2001). Operational drivers of customer loyalty in electronic retailing: An empirical analysis of electronic food retailers. Manufacturing & Service Operations Management, 3(3), 264-271. https://doi.org/10.1287/msom.3.3.264.9890
Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: updated guideli-nes. Industrial Management & Data Systems, 116(1), 2-20. https://doi.org/10.1108/IMDS-09-2015-0382
Holbrook, M. B., & Hirschman, E. C. (1982). The experiential aspects of consumption: Consumer fantasies, feelings, and fun. Journal of Consumer Research, 9(2), 132-140. https://doi.org/10.1086/208906
Homburg, C., Jozic, D., & Kuehnl, C. (2015). Customer experience management: Toward implementing an evolving marketing concept. Journal of the Academy of Marketing Science, 45(3), 377-401. https://doi.org/10.1007/s11747-015-0460-7
Jain, R., Aagja, J., & Bagdare, S. (2017). Customer experience – a review and research agenda. Journal of Service Theory and Practice, 27(3), 642-662. https://doi.org/10.1108/JSTP-03-2015-0064
Javed, M. K., & Wu, M. (2020). Effects of online retailer after delivery services on repurchase intention: An empirical analysis of customers’ past experience and future confidence with the retailer. Journal of Retailing and Consumer Services, 54, 101942. https://doi.org/10.1016/j.jretconser.2019.101942
Jiang, P., & Rosenbloom, B. (2005). Customer intention to return online: Price perception, attribute‐level performance, and satisfaction unfolding over time. European Journal of Marketing, 39(1/2), 150-174. https://doi.org/10.1108/03090560510572061
Jiang, L., Yang, Z., & Jun, M. (2013). Measuring consumer perceptions of online shopping convenience. Journal of Service Management, 24(2), 191-214. https://doi.org/10.1108/09564231311323962
Klaus, P., & Maklan, S. (2013). Towards a better measure of customer experience. International Journal of Market Research, 55(2), 227-246. https://doi.org/10.2501/IJMR-2013-021
Klein, P., & Popp, B. (2022). Last-mile delivery methods in e-commerce: Does perceived sustainability matter for consumer acceptance and usage? Sustainability, 14(24), 16437. https://doi.org/10.3390/su142416437
Kumar, A., & Anjaly, B. (2017). How to measure post-purchase customer experience in online retailing? A scale deve-lopment study. International Journal of Retail & Distribution Management, 45(12), 1277-1297. https://doi.org/10.1108/IJRDM-01-2017-0002
Kumar, V., Dalla Pozza, I., & Ganesh, J. (2013). Revisiting the satisfaction-loyalty relationship: Empirical generalizations and directions for future research. Journal of Retailing, 89(3), 246-262. https://doi.org/10.1016/j.jretai.2013.02.001
Kuppelwieser, V. G., & Klaus, P. (2021). Measuring customer experience quality: The EXQ scale revisited. Journal of Business Research, 126, 624-633. https://doi.org/10.1016/j.jbusres.2019.08.042
Lai, J.-Y., Ulhas, K. R., and Lin, J.-D. (2014). Assessing and managing e-commerce service convenience. Inform. Syst. Front., 16, 273-289. https://doi.org/10.1007/s10796-012-9344-2
Larke, R., Kilgour, M., & O’Connor, H. (2018). Build touchpoints and they will come: Transitioning to omnichannel retai-ling. International Journal of Physical Distribution and Logistics Management, 48, 465-483. https://doi.org/10.1108/IJPDLM-09-2016-0276
Lee, W. (2020). Unravelling consumer responses to omni-channel approach. Journal of Theoretical and Applied Electronic Commerce Research, 15(3), 37-49. https://doi.org/10.4067/s0718-18762020000300104
Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of Marketing, 80(6), 69-96. https://doi.org/10.1509/jm.15.0420
Liao, T. H., & Keng, C. J. (2013). Online shopping delivery delay: Finding a psychological recovery strategy by online consumer experiences. Computers in Human Behavior, 29(4), 1849-1861. https://doi.org/10.1016/j.chb.2013.03.004
Lin, F. R. (1996). Reengineering the order fulfillment process in supply chain networks: A multiagent information system approach. University of Illinois at Urbana-Champaign. URL: https://dl.acm.org/doi/10.5555/924413
Liu, X., He, M., & Gao, F. (2008). An empirical study of online shopping customer satisfaction in China: A holistic pers-pective. International Journal of Retail & Distribution Management, 36(11), 919-940. https://doi.org/10.1108/09590550810911683
Mentzer, J. T., DeWitt, W., Keebler, J. S., Min, S., Nix, N. W., Smith, C. D., & Zacharia, Z. G. (2001). Defining supply chain management. Journal of Business Logistics, 22(2), 1-25. https://doi.org/10.1002/j.2158-1592.2001.tb00001.x
Meyer, C., & Schwager, A. (2007). Understanding customer experience. Harvard Business Review, 85(2), 116-126, 157. URL: https://hbr.org/2007/02/understanding-customer-experience
Loate, T., Niemann, W., & Kotze, T. (2017). A Case study analysis of the order fulfilment model adopted by a South African online grocery retailer. In Proceedings of the 1st African Operations Management Conference (pp. 1-14). URL: https://www.researchgate.net/publication/320003329_A_Case_study_analysis_of_the_order_fulfilment_model_adopted_by_a_South_African_online_grocery_retailer.
Nguyen, D. H., de Leeuw, S., & Dullaert, W. E. H. (2018). Consumer behaviour and order fulfilment in online retailing: A systematic review. International Journal of Management Reviews, 20(2), 255-276. https://doi.org/10.1111/ijmr.12129
Olsson J, Osman MC, Hellström D, et al. (2022) Customer expectations of unattended grocery delivery services: map-ping forms and determinants. International Journal of Retail & Distribution Management, 50(13), 1-16. https://doi.org/10.1108/IJRDM-07-2020-0273
Olsson, J., Hellström, D., & Vakulenko, Y. (2023). Customer experience dimensions in last-mile delivery: An empirical study on unattended home delivery. International Journal of Physical Distribution & Logistics Management, 53(2), 184-205. https://doi.org/10.1108/IJPDLM-12-2021-0517
Pappas, I., Pateli, A., Giannakos, M., & Chrissikopoulos, V. (2014). Moderating effects of online shopping experience on customer satisfaction and repurchase intentions. International Journal of Retail & Distribution Management, 42(3), 187-204. https://doi.org/10.1108/IJRDM-03-2012-0034
Pine, B. J., & Gilmore, J. H. (2011). The experience economy (Rev. ed.). Harvard Business Press.
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral re-search: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879-903. https://doi.org/10.1037/0021-9010.88.5.879
Ranieri, L., Digiesi, S., Silvestri, B., & Roccotelli, M. (2018). A review of last mile logistics innovations in externalities cost reduction vision. Sustainability, 10(3), 782. https://doi.org/10.3390/su10030782
Rao, S., Griffis, S.E. and Goldsby, T.J. (2011), Failure to deliver? Linking online order fulfillment glitches with future purchase behavior. Journal of Operations Management, 29, 692-703. https://doi.org/10.1016/j.jom.2011.04.001
Reynolds, K., & Beatty, S. (1999). Customer benefits and company consequences of customer-salesperson relationships in retailing. Journal of Retailing, 75(1), 11-32. https://doi.org/10.1016/S0022-4359(99)80002-5
Richter, N. F., Cepeda, G., Roldán, J. L., & Ringle, C. M. (2015). European management research using partial least squares structural equation modeling (PLS-SEM). European Management Journal, 33(1), 1-3.
Rita, P.; Ramos, R.F. Global Research Trends in Consumer Behavior and Sustainability in E-Commerce: A Bibliometric Analysis of the Knowledge Structure. Sustainability, 2022(14), 9455. https://doi.org/10.3390/su14159455
Rose, S., Clark, M., Samouel, P., & Hair, N. (2012). Online customer experience in e-retailing: An empirical model of antecedents and outcomes. Journal of Retailing, 88(2), 308-322. https://doi.org/10.1016/j.jretai.2012.03.001
Sarstedt, M., Ringle, C. M., Cheah, J. H., Ting, H., Moisescu, O. I., & Radomir, L. (2020). Structural model robustness checks in PLS-SEM. Tourism Economics, 26(4), 531-554.
Schmitt, B. (1999). Experiential marketing. Journal of Marketing Management, 15(1-3), 53-67. https://doi.org/10.1362/026725799784870496
Schrotenboer, D., Constantinides, E., Herrando, C., & de Vries, S. (2022). The effects of omni-channel retailing on promotional strategy. Journal of Theoretical and Applied Electronic Commerce Research, 17(2), 360-374. https://doi.org/10.3390/jtaer17020019
Seiders, K., Berry, L. L., & Gresham, L. G. (2000). Attention, retailers! How convenient is your convenience strategy?. MIT Sloan Management Review, 41(3), 79. URL: https://sloanreview.mit.edu/article/attention-retailers-how-convenient-is-your-convenience-strategy/
Seiders, K., Voss, G.B., Godfrey, A.L. et al. SERVCON: development and validation of a multidimensional service con-venience scale. Journal of the Acad. Mark. Sci., 35, 144-156 (2007). https://doi.org/10.1007/s11747-006-0001-5
Shmueli, G., Sarstedt, M., Hair, J. F., Cheah, J. H., Ting, H., Vaithilingam, S., & Ringle, C. M. (2019). Predictive model assessment in PLS-SEM: guidelines for using PLSpredict. European journal of marketing, 53(11), 2322-2347.
SOAX. (2025). How big is the e-commerce industry? https://soax.com/research/ecommerce-market-size
Swaminathan, J. M., & Tayur, S. R. (2003). Models for supply chains in e-business. Management Science, 49(10), 1387-1406. https://doi.org/10.1287/mnsc.49.10.1387.17309
Tax, S. S., McCutcheon, D., & Wilkinson, I. F. (2013). The service delivery network (SDN): A customer-centric perspec-tive of the customer journey. Journal of Service Research, 16, 454-470. https://doi.org/10.1177/1094670513481108
Tueanrat, Y., Papagiannidis, S., & Alamanos, E. (2021). Going on a journey: A review of the customer journey literature. Journal of Business Research, 125, 336-353. https://doi.org/10.1016/j.jbusres.2020.12.028
Vafaei, A., Yaghoubi, S., Tajik, J., & Barzinpour, F. (2020). Designing a sustainable multi-channel supply chain distribu-tion network: A case study. Journal of Cleaner Production, 251, 119628. https://doi.org/10.1016/j.jclepro.2019.119628
Vakulenko, Y., Hellström, D., & Hjort, K. (2018). What’s in the parcel locker? Exploring customer value in e-commerce last mile delivery. Journal of Business Research, 88, 421-427. https://doi.org/10.1016/j.jbusres.2017.11.033
Vakulenko, Y., Shams, P., & Hellström, D. (2019). Online retail experience and customer satisfaction: The mediating role of last mile delivery. The International Review of Retail, Distribution and Consumer Research, 29(3), 306-320. https://doi.org/10.1080/09593969.2019.1598466
Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Dong, J. Q., Fabian, N., & Haenlein, M. (2021). Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, 122, 889-901. https://doi.org/10.1016/j.jbusres.2019.09.022
Verhoef, P. C., Kannan, P. K., & Inman, J. J. (2015). From multi-channel retailing to omni-channel retailing. Journal of Retailing, 91(2), 174-181. https://doi.org/10.1016/j.jretai.2015.02.005
Verhoef, P. C., Lemon, K. N., Parasuraman, A., Roggeveen, A., Tsiros, M., & Schlesinger, L. A. (2009). Customer expe-rience creation: Determinants, dynamics and management strategies. Journal of Retailing, 85(1), 31-41. https://doi.org/10.1016/j.jretai.2008.11.001
Vrhovac, V., Vasić, S., Milisavljević, S., Dudić, B., Štarchoň, P., & Žižakov, M. (2023). Measuring e-commerce user ex-perience in the last-mile delivery. Mathematics, 11(6), 1482. https://doi.org/10.3390/math11061482
Wahab, S. N., Hamzah, M. I., & Rajendran, S. D. (2023). Can Brick-and-Click Stores Yield Returning Online Customers? Assessing In-house Logistics Service Quality (LSQ) of Multi-channel Retailers. Vision. https://doi.org/10.1177/09722629231179877
Waqas, M., Hamzah, Z.L.B. & Salleh, N.A.M. (2021). Customer experience: a systematic literature review and consumer culture theory-based conceptualisation. Manag. Rev., Q71, 135-176. https://doi.org/10.1007/s11301-020-00182-w
Williams, D. E. (2009). The evolution of e-tailing. The International Review of Retail, Distribution and Consumer Rese-arch, 19(3), 219-249. https://doi.org/10.1080/09593960903233657
Xiao, Z., Wang, J. J., & Liu, Q. (2018). The impacts of final delivery solutions on e-shopping usage behaviour: The case of Shenzhen, China. International Journal of Retail and Distribution Management, 46, 2–20. https://doi.org/10.1108/IJRDM-04-2016-0059
Xiao, Z., Wang, J. J., Lenzer, J., & Sun, Y. (2017). Understanding the diversity of final delivery solutions for online retai-ling: A case of Shenzhen, China. Transportation Research Procedia, 25, 985-998. https://doi.org/10.1016/j.trpro.2017.05.473
Yuen, K. F., Wang, X., Ma, F., & Wong, Y. D. (2019). The determinants of customers’ intention to use smart lockers for last-mile deliveries. Journal of Retailing and Consumer Services, 49, 316-326.https://doi.org/10.1016/j.jretconser.2019.03.022
Zhang, D. L., Zhu, P. Y., & Ye, Y. M. (2016). The effects of e-commerce on the demand for commercial real estate. Cities, 51, 106-120. https://doi.org/10.1016/j.cities.2015.11.012
Zhong, S., Lomas, C., & Worth, T. (2022). Understanding customers' adoption of express delivery service for last-mile delivery in the UK. International Journal of Logistics Research and Applications, 25(12), 1491-1508.
Zhou, M., Zhao, L., Kong, N., Campy, K. S., Xu, G., Zhu, G., Cao, X., & Wang, S. (2020). Understanding consumers’ behavior to adopt self-service parcel services for last-mile delivery. Journal of Retailing and Consumer Services, 52, 101911. https://doi.org/10.1016/j.jretconser.2019.101911
Zomerdijk, L. G., & Voss, C. A. (2010). Service design for experience-centric services. Journal of Service Research, 13(1), 67-82. https://doi.org/10.1177/1094670509351960
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