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Contextualizing alternative delivery points in last mile delivery

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  • Sina Mohri, Seyed
  • Ghaderi, Hadi
  • Van Woensel, Tom
  • Mohammadi, Mehrdad
  • Nassir, Neema
  • Thompson, Russell G.

Abstract

This study presents a comprehensive literature analysis to explore the role of Alternative Delivery Points (ADPs), such as parcel lockers (PLs), within logistics and transportation. Through a structured methodology that includes the ‘Plan,’ ‘Design,’ and ‘Evaluation’ stages, this research provides a new perspective on the research gaps, obstacles, and prospective areas for future study in the domain of ADPs. The investigation delineates critical prerequisites, determinants of success, optimization strategies, and key performance indicators relevant to deploying ADPs. The insights consolidate existing knowledge and act as a roadmap for forthcoming scholarly endeavors concerning ADPs. The study aims to advance the dialogue and stimulate innovation in urban delivery systems employing ADPs by focusing on under-researched areas and underscoring topics needing further scrutiny.

Suggested Citation

  • Sina Mohri, Seyed & Ghaderi, Hadi & Van Woensel, Tom & Mohammadi, Mehrdad & Nassir, Neema & Thompson, Russell G., 2024. "Contextualizing alternative delivery points in last mile delivery," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
  • Handle: RePEc:eee:transe:v:192:y:2024:i:c:s1366554524003788
    DOI: 10.1016/j.tre.2024.103787
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    1. Jasmin Grabenschweiger & Karl F. Doerner & Richard F. Hartl & Martin W. P. Savelsbergh, 2021. "The vehicle routing problem with heterogeneous locker boxes," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(1), pages 113-142, March.
    2. Zhen-Hua Che & Tzu-An Chiang & Yun-Jhen Luo, 2022. "Multiobjective Optimization for Planning the Service Areas of Smart Parcel Locker Facilities in Logistics Last Mile Delivery," Mathematics, MDPI, vol. 10(3), pages 1-22, January.
    3. Milioti, Christina & Pramatari, Katerina & Kelepouri, Ioanna, 2020. "Modelling consumers’ acceptance for the click and collect service," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    4. Pawel Sitek & Jarosław Wikarek, 2019. "Capacitated vehicle routing problem with pick-up and alternative delivery (CVRPPAD): model and implementation using hybrid approach," Annals of Operations Research, Springer, vol. 273(1), pages 257-277, February.
    5. Perera, H. Niles & Hurley, Jason & Fahimnia, Behnam & Reisi, Mohsen, 2019. "The human factor in supply chain forecasting: A systematic review," European Journal of Operational Research, Elsevier, vol. 274(2), pages 574-600.
    6. Zang, Xiaoning & Jiang, Li & Liang, Changyong & Fang, Xiang, 2023. "Coordinated home and locker deliveries: An exact approach for the urban delivery problem with conflicting time windows," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 177(C).
    7. Janjevic, Milena & Merchán, Daniel & Winkenbach, Matthias, 2021. "Designing multi-tier, multi-service-level, and multi-modal last-mile distribution networks for omni-channel operations," European Journal of Operational Research, Elsevier, vol. 294(3), pages 1059-1077.
    8. Mohri, Seyed Sina & Nassir, Neema & Thompson, Russell G. & Lavieri, Patricia Sauri, 2024. "Public transportation-based crowd-shipping initiatives: Are users willing to participate? Why not?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 182(C).
    9. Oliveira, Leise Kelli de & Morganti, Eleonora & Dablanc, Laetitia & Oliveira, Renata Lúcia Magalhães de, 2017. "Analysis of the potential demand of automated delivery stations for e-commerce deliveries in Belo Horizonte, Brazil," Research in Transportation Economics, Elsevier, vol. 65(C), pages 34-43.
    10. Niemeijer, R. & Buijs, P., 2023. "A greener last mile: Analyzing the carbon emission impact of pickup points in last-mile parcel delivery," Renewable and Sustainable Energy Reviews, Elsevier, vol. 186(C).
    11. Perboli, Guido & Brotcorne, Luce & Bruni, Maria Elena & Rosano, Mariangela, 2021. "A new model for Last-Mile Delivery and Satellite Depots management: The impact of the on-demand economy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 145(C).
    12. Liu, Chengxi & Wang, Qian & Susilo, Yusak O., 2019. "Assessing the impacts of collection-delivery points to individual’s activity-travel patterns: A greener last mile alternative?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 121(C), pages 84-99.
    13. Tsai, Yao-Te & Tiwasing, Praewwanit, 2021. "Customers’ intention to adopt smart lockers in last-mile delivery service: A multi-theory perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    14. Xavier Ambrosini & Alice Bermont-Vialatte & Marine Lefort, 2023. "Do We Need Regulation for Parcel Lockers?," Topics in Regulatory Economics and Policy, in: Pier Luigi Parcu & Timothy J. Brennan & Victor Glass (ed.), Postal Strategies, pages 101-113, Springer.
    15. Wang, Yang & Bi, Mengyu & Lai, Jianhui & Wang, Chenxi & Chen, Yanyan & Holguín-Veras, José, 2024. "Recourse strategy for the routing problem of mobile parcel lockers with time windows under uncertain demands," European Journal of Operational Research, Elsevier, vol. 316(3), pages 942-957.
    16. Ido Orenstein & Tal Raviv & Elad Sadan, 2019. "Flexible parcel delivery to automated parcel lockers: models, solution methods and analysis," EURO Journal on Transportation and Logistics, Springer;EURO - The Association of European Operational Research Societies, vol. 8(5), pages 683-711, December.
    17. Mommens, Koen & Buldeo Rai, Heleen & van Lier, Tom & Macharis, Cathy, 2021. "Delivery to homes or collection points? A sustainability analysis for urban, urbanised and rural areas in Belgium," Journal of Transport Geography, Elsevier, vol. 94(C).
    18. Schaefer, Jaclyn S. & Figliozzi, Miguel A., 2021. "Spatial accessibility and equity analysis of Amazon parcel lockers facilities," Journal of Transport Geography, Elsevier, vol. 97(C).
    19. Li, Leiting & Huang, Min & Yue, Xiaohang & Wang, Xingwei, 2024. "The strategic analysis of collection delivery points network sharing in last-mile logistics market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 183(C).
    20. Leung, Abraham & Lachapelle, Ugo & Burke, Matthew, 2023. "Spatio-temporal analysis of Australia Post parcel locker use during the initial system growth phase in Queensland (2013–2017)," Journal of Transport Geography, Elsevier, vol. 110(C).
    21. Janjevic, Milena & Winkenbach, Matthias & Merchán, Daniel, 2019. "Integrating collection-and-delivery points in the strategic design of urban last-mile e-commerce distribution networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 37-67.
    22. Pournader, Mehrdokht & Ghaderi, Hadi & Hassanzadegan, Amir & Fahimnia, Behnam, 2021. "Artificial intelligence applications in supply chain management," International Journal of Production Economics, Elsevier, vol. 241(C).
    23. Xu, Xianhao & Shen, Yaohan & (Amanda) Chen, Wanying & Gong, Yeming & Wang, Hongwei, 2021. "Data-driven decision and analytics of collection and delivery point location problems for online retailers," Omega, Elsevier, vol. 100(C).
    24. Lachapelle, Ugo & Burke, Matthew & Brotherton, Aiden & Leung, Abraham, 2018. "Parcel locker systems in a car dominant city: Location, characterisation and potential impacts on city planning and consumer travel access," Journal of Transport Geography, Elsevier, vol. 71(C), pages 1-14.
    25. Dumez, Dorian & Lehuédé, Fabien & Péton, Olivier, 2021. "A large neighborhood search approach to the vehicle routing problem with delivery options," Transportation Research Part B: Methodological, Elsevier, vol. 144(C), pages 103-132.
    26. Lin, Yun Hui & Wang, Yuan & He, Dongdong & Lee, Loo Hay, 2020. "Last-mile delivery: Optimal locker location under multinomial logit choice model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    27. Hyun Sang An & Arim Park & Ju Myung Song & Christina Chung, 2022. "Consumers’ adoption of parcel locker service: protection and technology perspectives," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2144096-214, December.
    28. Vakulenko, Yulia & Hellström, Daniel & Hjort, Klas, 2018. "What's in the parcel locker? Exploring customer value in e-commerce last mile delivery," Journal of Business Research, Elsevier, vol. 88(C), pages 421-427.
    29. Mancini, Simona & Gansterer, Margaretha & Triki, Chefi, 2023. "Locker box location planning under uncertainty in demand and capacity availability," Omega, Elsevier, vol. 120(C).
    30. Shichang Pan & Lele Zhang & Russell G. Thompson & Hadi Ghaderi, 2021. "A parcel network flow approach for joint delivery networks using parcel lockers," International Journal of Production Research, Taylor & Francis Journals, vol. 59(7), pages 2090-2115, April.
    31. Liu, Yubin & Ye, Qiming & Escribano-Macias, Jose & Feng, Yuxiang & Candela, Eduardo & Angeloudis, Panagiotis, 2023. "Route planning for last-mile deliveries using mobile parcel lockers: A hybrid q-learning network approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 177(C).
    32. Gege Yang & Yin Huang & Ying Fu & Biao Huang & Sishi Sheng & Lisha Mao & Shumin Huang & Yan Xu & Jia Le & Yun Ouyang & Qian Yin, 2020. "Parcel Locker Location Based on a Bilevel Programming Model," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-12, August.
    33. Yael Deutsch & Boaz Golany, 2018. "A parcel locker network as a solution to the logistics last mile problem," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 251-261, January.
    34. Mancini, Simona & Gansterer, Margaretha & Hartl, Richard F., 2021. "The collaborative consistent vehicle routing problem with workload balance," European Journal of Operational Research, Elsevier, vol. 293(3), pages 955-965.
    35. Lin, Yunhui & Wang, Yuan & Lee, Loo Hay & Chew, Ek Peng, 2022. "Profit-maximizing parcel locker location problem under threshold Luce model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    36. Dariusz Milewski & Beata Milewska, 2021. "The Energy Efficiency of the Last Mile in the E-Commerce Distribution in the Context the COVID-19 Pandemic," Energies, MDPI, vol. 14(23), pages 1-13, November.
    37. Sina Mohri, Seyed & Ghaderi, Hadi & Nassir, Neema & Thompson, Russell G., 2023. "Crowdshipping for sustainable urban logistics: A systematic review of the literature," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 178(C).
    38. Sina Mohri, Seyed & Nassir, Neema & Thompson, Russell G. & Ghaderi, Hadi, 2024. "Last-Mile logistics with on-premises parcel Lockers: Who are the real Beneficiaries?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 183(C).
    39. Chen, Liuyan & Wu, Pengkun & Dou, Yudan & Wu, Yuanyuan, 2023. "Investigating senders’ switching intention to smart lockers: An extension of push-pull-mooring model," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    40. Ranjbari, Andisheh & Diehl, Caleb & Dalla Chiara, Giacomo & Goodchild, Anne, 2023. "Do parcel lockers reduce delivery times? Evidence from the field," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 172(C).
    41. Raviv, Tal, 2023. "The service points’ location and capacity problem," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 176(C).
    42. Nguyen Hong Quan & Nguyen Thi Binh & Bui Thi Ly, 2022. "Impact of smart locker use on customer satisfaction of online shoppers in Vietnam," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    43. Wang, Mengtong & Zhang, Canrong & Bell, Michael G.H. & Miao, Lixin, 2022. "A branch-and-price algorithm for location-routing problems with pick-up stations in the last-mile distribution system," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1258-1276.
    44. Veenstra, Marjolein & Roodbergen, Kees Jan & Coelho, Leandro C. & Zhu, Stuart X., 2018. "A simultaneous facility location and vehicle routing problem arising in health care logistics in the Netherlands," European Journal of Operational Research, Elsevier, vol. 268(2), pages 703-715.
    45. Cleophas, Catherine & Cottrill, Caitlin & Ehmke, Jan Fabian & Tierney, Kevin, 2019. "Collaborative urban transportation: Recent advances in theory and practice," European Journal of Operational Research, Elsevier, vol. 273(3), pages 801-816.
    46. Kim, Woojung & Wang, Xiaokun Cara, 2022. "The adoption of alternative delivery locations in New York City: Who and how far?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 158(C), pages 127-140.
    47. Lemardelé, Clément & Estrada, Miquel & Pagès, Laia & Bachofner, Mónika, 2021. "Potentialities of drones and ground autonomous delivery devices for last-mile logistics," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    48. Yuen, Kum Fai & Wang, Xueqin & Ng, Li Ting Wendy & Wong, Yiik Diew, 2018. "An investigation of customers’ intention to use self-collection services for last-mile delivery," Transport Policy, Elsevier, vol. 66(C), pages 1-8.
    49. Kahr, Michael, 2022. "Determining locations and layouts for parcel lockers to support supply chain viability at the last mile," Omega, Elsevier, vol. 113(C).
    50. Ghaderi, Hadi & Zhang, Lele & Tsai, Pei-Wei & Woo, Jihoon, 2022. "Crowdsourced last-mile delivery with parcel lockers," International Journal of Production Economics, Elsevier, vol. 251(C).
    51. Christian Tilk & Katharina Olkis & Stefan Irnich, 2021. "The last-mile vehicle routing problem with delivery options," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 43(4), pages 877-904, December.
    52. Faugère, Louis & Klibi, Walid & White, Chelsea & Montreuil, Benoit, 2022. "Dynamic pooled capacity deployment for urban parcel logistics," European Journal of Operational Research, Elsevier, vol. 303(2), pages 650-667.
    53. Tang, Yuk Ming & Chau, Ka Yin & Xu, Duo & Liu, Xiaoyun, 2021. "Consumer perceptions to support IoT based smart parcel locker logistics in China," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    54. José M. González-Varona & Félix Villafáñez & Fernando Acebes & Alfonso Redondo & David Poza, 2020. "Reusing Newspaper Kiosks for Last-Mile Delivery in Urban Areas," Sustainability, MDPI, vol. 12(22), pages 1-27, November.
    55. Guodong Lyu & Chung-Piaw Teo, 2022. "Last Mile Innovation: The Case of the Locker Alliance Network," Manufacturing & Service Operations Management, INFORMS, vol. 24(5), pages 2425-2443, September.
    56. 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.
    57. Xianhao Xu & Yaohan Shen & Wanying (amanda) Chen & Yeming Gong & Hongwei Wang, 2021. "Data-driven decision and analytics of collection and delivery point location problems for online retailers," Post-Print hal-03188219, HAL.
    58. Gunawan, Aldy & Lau, Hoong Chuin & Vansteenwegen, Pieter, 2016. "Orienteering Problem: A survey of recent variants, solution approaches and applications," European Journal of Operational Research, Elsevier, vol. 255(2), pages 315-332.
    59. Grazyna Chaberek, 2021. "The Possibility of Reducing Individual Motorised Traffic through the Location of Collection Points Using the Example of Gdańsk, Poland," Sustainability, MDPI, vol. 13(19), pages 1-12, September.
    60. Yang Wang & Yumeng Zhang & Mengyu Bi & Jianhui Lai & Yanyan Chen, 2022. "A Robust Optimization Method for Location Selection of Parcel Lockers under Uncertain Demands," Mathematics, MDPI, vol. 10(22), pages 1-15, November.
    61. Gabriele Iannaccone & Edoardo Marcucci & Valerio Gatta, 2021. "What Young E-Consumers Want? Forecasting Parcel Lockers Choice in Rome," Logistics, MDPI, vol. 5(3), pages 1-16, August.
    62. Jang, Sunghoon & Hong, Doosun & Lee, Chungwon, 2024. "Exploring the behavioral adoption of automated parcel locker systems under COVID-19," Transport Policy, Elsevier, vol. 151(C), pages 1-11.
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