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Measuring E-Commerce User Experience in the Last-Mile Delivery

Author

Listed:
  • Vijoleta Vrhovac

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Stana Vasić

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Stevan Milisavljević

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Branislav Dudić

    (Faculty of Management, Comenius University Bratislava, 82005 Bratislava, Slovakia
    Faculty of Economics and Engineering Management, University Business Academy, 21000 Novi Sad, Serbia)

  • Peter Štarchoň

    (Faculty of Management, Comenius University Bratislava, 82005 Bratislava, Slovakia)

  • Marina Žižakov

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

Abstract

This research aims to develop and to examine a measurement of customers’ experiences in the last-mile delivery process, which is a critical step towards their satisfaction and future intention to order products from the same retailer again. The CMX-LMD scale is proposed as a self-report tool whose psychometric properties where then examined. The total sample of N = 907 participants (63.4% females) was randomly split into two subsamples, then EFA and CFA were conducted, followed by item and correlation analysis. Six factors were revealed (Delivery efficiency, Parcel tracking, Smooth delivery, Visual appeal, Joyful anticipation, and Convenience), explaining about 60% of the total variance. The structure was supported by CFA (χ2(237) = 584.71, p < 0.001, CFI = 0.941, TLI = 0.932, RMSEA = 0.057, SRMR = 0.058). The relations of the derived scales and other variables, such as trust in courier services, were also examined. The CDX-LMD offers acceptable properties and provides a useful measurement for researchers and practitioners in the cross-section between e-commerce and logistics.

Suggested Citation

  • Vijoleta Vrhovac & Stana Vasić & Stevan Milisavljević & Branislav Dudić & Peter Štarchoň & Marina Žižakov, 2023. "Measuring E-Commerce User Experience in the Last-Mile Delivery," Mathematics, MDPI, vol. 11(6), pages 1-21, March.
    • Handle: RePEc:gam:jmathe:v:11:y:2023:i:6:p:1482-:d:1100696
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    References listed on IDEAS

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    1. Nils Boysen & Stefan Fedtke & Stefan Schwerdfeger, 2021. "Last-mile delivery concepts: a survey from an operational research perspective," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 43(1), pages 1-58, March.
    2. Vakulenko, Yulia & Shams, Poja & Hellström, Daniel & Hjort, Klas, 2019. "Service innovation in e-commerce last mile delivery: Mapping the e-customer journey," Journal of Business Research, Elsevier, vol. 101(C), pages 461-468.
    3. He, Jiaxun & Zhang, Shuang, 2022. "How digitalized interactive platforms create new value for customers by integrating B2B and B2C models? An empirical study in China," Journal of Business Research, Elsevier, vol. 142(C), pages 694-706.
    4. Joanna Ejdys & Aleksandra Gulc, 2020. "Trust in Courier Services and Its Antecedents as a Determinant of Perceived Service Quality and Future Intention to Use Courier Service," Sustainability, MDPI, vol. 12(21), pages 1-18, October.
    5. James Agyei & Shaorong Sun & Eugene Abrokwah & Emmanuel Kofi Penney & Richmond Ofori-Boafo, 2020. "Influence of Trust on Customer Engagement: Empirical Evidence From the Insurance Industry in Ghana," SAGE Open, , vol. 10(1), pages 21582440198, January.
    6. Oksana Urikova & Iryna Ivanochko & Natalia Kryvinska & Christine Strauss & Peter Zinterhof, 2013. "Consideration of aspects affecting the evolvement of collaborative e-business in service organisations," International Journal of Services, Economics and Management, Inderscience Enterprises Ltd, vol. 5(1/2), pages 72-92.
    7. Rosseel, Yves, 2012. "lavaan: An R Package for Structural Equation Modeling," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i02).
    8. Luigi Ranieri & Salvatore Digiesi & Bartolomeo Silvestri & Michele Roccotelli, 2018. "A Review of Last Mile Logistics Innovations in an Externalities Cost Reduction Vision," Sustainability, MDPI, vol. 10(3), pages 1-18, March.
    9. Hande Yaman & Oya Ekin Karasan & Bahar Y. Kara, 2012. "Release Time Scheduling and Hub Location for Next-Day Delivery," Operations Research, INFORMS, vol. 60(4), pages 906-917, August.
    10. Schwerdfeger, Stefan & Boysen, Nils, 2020. "Optimizing the changing locations of mobile parcel lockers in last-mile distribution," European Journal of Operational Research, Elsevier, vol. 285(3), pages 1077-1094.
    11. Łukasz Sułkowski & Katarzyna Kolasińska-Morawska & Marta Brzozowska & Paweł Morawski & Tomasz Schroeder, 2022. "Last Mile Logistics Innovations in the Courier-Express-Parcel Sector Due to the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(13), pages 1-25, July.
    12. Polina Fauska & Natalia Kryvinska & Christine Strauss, 2013. "The role of e-commerce in B2B markets of goods and services," International Journal of Services, Economics and Management, Inderscience Enterprises Ltd, vol. 5(1/2), pages 41-71.
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