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Beware of the customer: Managing customer deviance in last mile logistics

Author

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  • Mayr, Kathrin
  • Heininger, Richard
  • Teller, Christoph
  • Stary, Christian

Abstract

Negative customer deviance, such as verbal aggression, excessive demands, illegitimate complaints or non-compliance from recipients (those who receive goods from a delivery person), within last mile logistics (LML), is detrimental to LML providers and their employees. Such behaviours undermine pivotal logistic capabilities, making the supply chain inefficient, waste resources and disrupt logistics service delivery. Current research corroborates the importance of upholding logistics service quality standards to support the growing e-commerce market and meet increasing customer expectations in a competitive market landscape. However, it overlooks the correspondence between this and negatively behaving recipients and their impact on LML employees. Therefore, logistics processes overlook negative customer deviance and fail to mitigate its negative impact.

Suggested Citation

  • Mayr, Kathrin & Heininger, Richard & Teller, Christoph & Stary, Christian, 2025. "Beware of the customer: Managing customer deviance in last mile logistics," International Journal of Production Economics, Elsevier, vol. 289(C).
  • Handle: RePEc:eee:proeco:v:289:y:2025:i:c:s0925527325002816
    DOI: 10.1016/j.ijpe.2025.109796
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    as
    1. Ivanov, Dmitry, 2023. "Intelligent digital twin (iDT) for supply chain stress-testing, resilience, and viability," International Journal of Production Economics, Elsevier, vol. 263(C).
    2. Zhou, Min & Zhao, Lindu & Kong, Nan & Campy, Kathryn S. & Xu, Ge & Zhu, Guiju & Cao, Xianye & Wang, Song, 2020. "Understanding consumers’ behavior to adopt self-service parcel services for last-mile delivery," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    3. Chen, Cheng & Demir, Emrah & Huang, Yuan & Qiu, Rongzu, 2021. "The adoption of self-driving delivery robots in last mile logistics," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).
    4. Daniel Winter Fernandes & Roberto Giro Moori & Valdir Antonio Vitorino Filho, 2018. "Logistic service quality as a mediator between logistics capabilities and customer satisfaction," Revista de Gestão, Emerald Group Publishing Limited, vol. 25(4), pages 358-372, July.
    5. Mayr, Kathrin & Teller, Christoph, 2023. "Customer deviance in retailing: Managers’ emotional support and employees’ affective wellbeing," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    6. Raimund M. Kovacevic & Georg Ch Pflug, 2014. "Are Time Consistent Valuations Information Monotone?," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 1-33.
    7. John Hulland, 1999. "Use of partial least squares (PLS) in strategic management research: a review of four recent studies," Strategic Management Journal, Wiley Blackwell, vol. 20(2), pages 195-204, February.
    8. Jan-Michael Becker & Christian Ringle & Marko Sarstedt & Franziska Völckner, 2015. "How collinearity affects mixture regression results," Marketing Letters, Springer, vol. 26(4), pages 643-659, December.
    9. Brusset, Xavier & Teller, Christoph, 2017. "Supply chain capabilities, risks, and resilience," International Journal of Production Economics, Elsevier, vol. 184(C), pages 59-68.
    10. Techane Bosona, 2020. "Urban Freight Last Mile Logistics—Challenges and Opportunities to Improve Sustainability: A Literature Review," Sustainability, MDPI, vol. 12(21), pages 1-20, October.
    11. Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Grupo Estudios del Trabajo, 2014. "Informe Sociolaboral del Partido de General Pueyrredon," Nülan. Deposited Documents 2094, Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Centro de Documentación.
    12. Gyeongcheol Cho & Heungsun Hwang & Marko Sarstedt & Christian M. Ringle, 2020. "Cutoff criteria for overall model fit indexes in generalized structured component analysis," Journal of Marketing Analytics, Palgrave Macmillan, vol. 8(4), pages 189-202, December.
    13. Andrew T. Crecelius & Justin M. Lawrence & Ju-Yeon Lee & Son K. Lam & Lisa K. Scheer, 2019. "Effects of channel members’ customer-centric structures on supplier performance," Journal of the Academy of Marketing Science, Springer, vol. 47(1), pages 56-75, January.
    14. Zhang, Mengdi & Yang, Wanting & Zhao, Zhiheng & Wang, Shuaian & Huang, George Q., 2024. "Do fairness concerns matter for ESG decision-making? Strategic interactions in digital twin-enabled sustainable semiconductor supply chain," International Journal of Production Economics, Elsevier, vol. 276(C).
    15. Buchen, Teresa, 2014. "News Media, Common Information, and Sectoral Comovement," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100391, Verein für Socialpolitik / German Economic Association.
    16. He, Wei & Sun, Xiang, 2014. "On the diffuseness of incomplete information game," Journal of Mathematical Economics, Elsevier, vol. 54(C), pages 131-137.
    17. Melkonyan, Ani & Gruchmann, Tim & Lohmar, Fabian & Kamath, Vasanth & Spinler, Stefan, 2020. "Sustainability assessment of last-mile logistics and distribution strategies: The case of local food networks," International Journal of Production Economics, Elsevier, vol. 228(C).
    18. Hardeep Chahal & Mahesh Gupta & Subhash Lonial, 2018. "Operational flexibility in hospitals: Scale development and validation," International Journal of Production Research, Taylor & Francis Journals, vol. 56(10), pages 3733-3755, May.
    19. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    20. repec:hum:wpaper:sfb649dp2014-046 is not listed on IDEAS
    21. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & Alfonso-Ruiz, Francisco Javier, 2020. "Digital technologies and firm performance: The role of digital organisational culture," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    22. Roel Gevaers & Eddy Van de Voorde & Thierry Vanelslander, 2011. "Characteristics and Typology of Last-mile Logistics from an Innovation Perspective in an Urban Context," Chapters, in: Cathy Macharis & Sandra Melo (ed.), City Distribution and Urban Freight Transport, chapter 3, Edward Elgar Publishing.
    23. Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Grupo Estudios del Trabajo, 2014. "Informe Sociolaboral del Partido de General Pueyrredon," Nülan. Deposited Documents 1971, Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Centro de Documentación.
    24. Dmitry Ivanov, 2024. "Conceptualisation of a 7-element digital twin framework in supply chain and operations management," International Journal of Production Research, Taylor & Francis Journals, vol. 62(6), pages 2220-2232, March.
    25. Silvia B. V. Ramos & Alain Laederach, 2014. "A second layer of information in RNA," Nature, Nature, vol. 505(7485), pages 621-622, January.
    26. Alexandre Dolgui & Dmitry Ivanov, 2023. "Metaverse supply chain and operations management," International Journal of Production Research, Taylor & Francis Journals, vol. 61(23), pages 8179-8191, December.
    27. Yu Liu & Shenle Pan & Pauline Folz & Fano Ramparany & Sébastien Bolle & Eric Ballot & Thierry Coupaye, 2023. "Cognitive digital twins for freight parking management in last mile delivery under smart cities paradigm," Post-Print hal-04223860, HAL.
    28. John Olsson & Daniel Hellström & Henrik Pålsson, 2019. "Framework of Last Mile Logistics Research: A Systematic Review of the Literature," Sustainability, MDPI, vol. 11(24), pages 1-25, December.
    29. Peng, Xiaoshuai & Zhang, Lele & Thompson, Russell G. & Wang, Kangzhou, 2023. "A three-phase heuristic for last-mile delivery with spatial-temporal consolidation and delivery options," International Journal of Production Economics, Elsevier, vol. 266(C).
    30. Jay B. Barney, 1996. "The Resource-Based Theory of the Firm," Organization Science, INFORMS, vol. 7(5), pages 469-469, October.
    31. Xueqin Wang & Kum Fai Yuen & Yiik Diew Wong & Kevin X. Li & Thi Minh Trang Tran, 2021. "Co-creating E-commerce Last-mile Logistics with Consumers: A Conceptual Framework and Future Research Agenda," World Scientific Book Chapters, in: Su Mi Dahlgaard-Park & Jens J Dahlgaard (ed.), Key Challenges and Opportunities for Quality, Sustainability and Innovation in the FOURTH INDUSTRIAL REVOLUTION Quality and Service Management in the , chapter 10, pages 177-202, World Scientific Publishing Co. Pte. Ltd..
    32. Ting Li & Robert J. Kauffman & Eric van Heck & Peter Vervest & Benedict G. C. Dellaert, 2014. "Consumer Informedness and Firm Information Strategy," Information Systems Research, INFORMS, vol. 25(2), pages 345-363, June.
    33. Fuller, Christie M. & Simmering, Marcia J. & Atinc, Guclu & Atinc, Yasemin & Babin, Barry J., 2016. "Common methods variance detection in business research," Journal of Business Research, Elsevier, vol. 69(8), pages 3192-3198.
    34. 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.
    35. Marko Sarstedt & Christian M Ringle & Jun-Hwa Cheah & Hiram Ting & Ovidiu I Moisescu & Lacramioara Radomir, 2020. "Structural model robustness checks in PLS-SEM," Tourism Economics, , vol. 26(4), pages 531-554, June.
    36. Lim, Kendrik Yan Hong & Dang, Le Van & Chen, Chun-Hsien, 2024. "Incorporating supply and production digital twins to mitigate demand disruptions in multi-echelon networks," International Journal of Production Economics, Elsevier, vol. 273(C).
    37. Carolina Caetano & Gregorio Caetano & Eric Nielsen, 2024. "Correcting for Endogeneity in Models with Bunching," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(3), pages 851-863, July.
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