Understanding Coordination Drivers to Align Last-Mile Logistics with Supply Chain Objectives: A Case in the Retail Sector
Subject Areas : Transportation Analysis
Emmanuel Lara
1
,
Wilson Adarme
2
,
Ivan Cardenas
3
1 -
2 -
3 -
Keywords: Coordination, Coordination mechanisms, Last Mile, Logistics, Supply Chain,
Abstract :
With the boom of e-commerce, urbanization, and population growth, the complexity of the last mile in the SC has increased, forcing companies to evaluate new distribution strategies and face new logistical challenges. Coordination mechanisms appear as a solution to cope with the challenges of the last mile. However, without considering the general supply chain strategy coordination mechanisms could generate a conflict in logistics operations. Studies related to coordination mechanisms in the last mile of the supply chain have been influenced by the absence of practical applications, reflecting a need for considering the supply chain actors and their roles... And to avoid inefficient diagnosis in the application of coordination in the supply chain.
A three-phase methodology is proposed to diagnose the needs of last-mile logistics. In the first phase, coordination drivers are identified through a literature review and subsequently validated by industry and academia. In the second phase, the level of incidence of each driver is measured in the particular context of the company. Finally, in the third phase, coordination mechanisms are proposed to improve the performance of the supply chain according to the levels of incidence found. The proposed methodology validated in a case in the city of Bogotá. This research highlights the need to identify coordination drivers existing within the company and how well they adjust to the supply chain strategy. The results of our study are helpful for logistics practitioners to evaluate the fitting of a coordination mechanism and their logistics needs. Additionally, for scholars, it shows how coordination can be applied in industries in a developing economy and what are the challenges to fit coordination with the context of these companies.
B. Balcik, B. M. Beamon, and K. Smilowitz, “Last mile distribution in humanitarian relief,” Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, vol. 12, no. 2, pp. 51–63, 2008, doi: 10.1080/15472450802023329.
[2] I. D. Cardenas Barbosa, “Unlocking the benefits of pick-up points for sustainable E-commerce distribution in urban areas,” 2019.
[3] J. C. Guerrero and J. Díaz-Ramírez, “A review on transportation last-mile network design and urban freight vehicles,” Proceedings of the International Conference on Industrial Engineering and Operations Management, vol. 2017, no. JUL, pp. 533–552, 2017.
[4] S. Chopra and P. Meindl, Administración de la cadena de suministro. 2008.
[5] R. Gevaers, “Evaluation of innovations in B2C last mile, B2C reverse & waste logistics,” University of Antwerp, 2013.
[6] J. Beckers, I. Cardenas, and I. Sanchez-Diaz, “Managing household freight: The impact of online shopping on residential freight trips,” Transp Policy (Oxf), vol. 125, pp. 299–311, Sep. 2022, doi: 10.1016/j.tranpol.2022.06.009.
[7] A. Muñoz-Villamizar, J. R. Montoya-Torres, and C. A. Vega-Mejía, “Non-Collaborative versus Collaborative Last-Mile Delivery in Urban Systems with Stochastic Demands,” Procedia CIRP, vol. 30, pp. 263–268, 2015, doi: 10.1016/j.procir.2015.02.147.
[8] M. Noori-daryan and A. A. Taleizadeh, “Optimizing pricing and ordering strategies in a three-level supply chain under return policy,” Journal of Industrial Engineering International, vol. 15, no. 1, pp. 73–80, Mar. 2019, doi: 10.1007/s40092-018-0262-x.
[9] M. Rached, Z. Bahroun, and J. P. Campagne, “Assessing the value of information sharing and its impact on the performance of the various partners in supply chains,” Comput Ind Eng, vol. 88, pp. 237–253, 2015, doi: 10.1016/j.cie.2015.07.007.
[10] W. Ferrell, K. Ellis, P. Kaminsky, and C. Rainwater, “Horizontal collaboration: opportunities for improved logistics planning,” Int J Prod Res, 2019, doi: 10.1080/00207543.2019.1651457.
[11] G. Kabra, A. Ramesh, and K. Arshinder, “Identification and prioritization of coordination barriers in humanitarian supply chain management,” International Journal of Disaster Risk Reduction, vol. 13, pp. 128–138, 2015, doi: 10.1016/j.ijdrr.2015.01.011.
[12] D. A. Balcázar Camacho, C. A. López Bello, and W. Adarme Jaimes, “Strategic guidelines for supply chain coordination in healthcare and a mathematical model as a proposed mechanism for the measurement of coordination effects,” Repositorio Universidad Nacional, 2019.
[13] V. Gupta and N. Abidi, “Exploring Factors affecting Supply Chain of IT Products: A Retailer’s Perspective,” Procedia Comput Sci, vol. 122, pp. 969–976, 2017, doi: 10.1016/j.procs.2017.11.462.
[14] E. Taniguchi, R. G. Thompson, and T. Yamada, “New Opportunities and Challenges for City Logistics,” in Transportation Research Procedia, 2016, vol. 12, pp. 5–13. doi: 10.1016/j.trpro.2016.02.004.
[15] T. J. Tumpa, S. M. Ali, M. H. Rahman, S. K. Paul, P. Chowdhury, and S. A. Rehman Khan, “Barriers to green supply chain management: An emerging economy context,” J Clean Prod, vol. 236, 2019, doi: 10.1016/j.jclepro.2019.117617.
[16] F. Feng, Y. Pang, G. Lodewijks, and W. Li, “Collaborative framework of an intelligent agent system for efficient logistics transport planning,” Comput Ind Eng, vol. 112, pp. 551–567, 2017, doi: 10.1016/j.cie.2016.12.044.
[17] W. Kato, I. Arizono, and Y. Takemoto, “A proposal of bargaining solution for cooperative contract in a supply chain,” J Intell Manuf, vol. 29, no. 3, pp. 559–567, 2018, doi: 10.1007/s10845-015-1140-7.
[18] S. Rahmani, A. Haeri, and S. M. Hosseini-Motlagh, “Proposing channel coordination and horizontal cooperation in two competitive three-echelon reverse supply chains,” International Transactions in Operational Research, vol. 27, no. 3, pp. 1447–1477, May 2020, doi: 10.1111/itor.12718.
[19] J. Heydari and Y. Norouzinasab, “A two-level discount model for coordinating a decentralized supply chain considering stochastic price-sensitive demand,” Journal of Industrial Engineering International, vol. 11, no. 4, pp. 531–542, Dec. 2015, doi: 10.1007/s40092-015-0119-5.
[20] C. H. Chiu, T. M. Choi, G. Hao, and X. Li, “Innovative menu of contracts for coordinating a supply chain with multiple mean-variance retailers,” Eur J Oper Res, vol. 246, no. 3, pp. 815–826, 2015, doi: 10.1016/j.ejor.2015.05.035.
[21] A. Gunasekaran, N. Subramanian, and S. Rahman, “Green supply chain collaboration and incentives: Current trends and future directions,” Transp Res E Logist Transp Rev, vol. 74, pp. 1–10, 2015, doi: 10.1016/j.tre.2015.01.002.
[22] F. Basso, S. D’Amours, M. Rönnqvist, and A. Weintraub, “A survey on obstacles and difficulties of practical implementation of horizontal collaboration in logistics,” International Transactions in Operational Research, vol. 26, no. 3, pp. 775–793, 2019, doi: 10.1111/itor.12577.
[23] M. Daudi, J. B. Hauge, and K. D. Thoben, “Influence of information sharing behavior on trust in collaborative logistics,” in IFIP Advances in Information and Communication Technology, 2017, vol. 506, pp. 493–506. doi: 10.1007/978-3-319-65151-4_44.
[24] C. S. Singh, G. Soni, and G. K. Badhotiya, “Performance indicators for supply chain resilience: review and conceptual framework,” Journal of Industrial Engineering International, vol. 15, no. S1, pp. 105–117, Dec. 2019, doi: 10.1007/s40092-019-00322-2.
[25] X. Brusset and P. J. Agrell, “Dynamic supply chain coordination games with repeated bargaining,” Comput Ind Eng, vol. 80, pp. 12–22, Feb. 2015, doi: 10.1016/j.cie.2014.11.011.
[26] H. Taghizadeh and E. Hafezi, “The investigation of supply chain’s reliability measure: a case study,” Journal of Industrial Engineering International, vol. 8, no. 1, p. 22, Dec. 2012, doi: 10.1186/2251-712X-8-22.
[27] D. F. Gutiérrez-Rubiano, J. A. Hincapié-Montes, and A. F. León-Villalba, “Collaborative distribution: Strategies to generate efficiencies in urban distribution-results of two pilot tests in the city of Bogotá,” DYNA (Colombia), vol. 86, no. 210, pp. 42–51, Jul. 2019, doi: 10.15446/dyna.v86n210.78931.
[28] S. Pan, D. Trentesaux, E. Ballot, and G. Q. Huang, “Horizontal collaborative transport: survey of solutions and practical implementation issues,” International Journal of Production Research, vol. 57, no. 15–16. Taylor and Francis Ltd., pp. 5340–5361, 2019. doi: 10.1080/00207543.2019.1574040.
[29] Y. Wang et al., “Collaborative multi-depot logistics network design with time window assignment,” Expert Syst Appl, vol. 140, p. 112910, Feb. 2020, doi: 10.1016/j.eswa.2019.112910.
[30] M. Zhang, Y. Fu, Z. Zhao, S. Pratap, and G. Q. Huang, “Game theoretic analysis of horizontal carrier coordination with revenue sharing in E-commerce logistics,” Int J Prod Res, vol. 57, no. 5, pp. 1524–1551, Mar. 2019, doi: 10.1080/00207543.2018.1492754.
[31] M. Guajardo and M. Rönnqvist, “Operations research models for coalition structure in collaborative logistics,” Eur J Oper Res, vol. 240, no. 1, pp. 147–159, 2015, doi: 10.1016/j.ejor.2014.06.015.
[32] Y. Wang, X. Ma, Z. Li, Y. Liu, M. Xu, and Y. Wang, “Profit distribution in collaborative multiple centers vehicle routing problem,” J Clean Prod, vol. 144, pp. 203–219, Feb. 2017, doi: 10.1016/j.jclepro.2017.01.001.
[33] F. Feng, Y. Pang, G. Lodewijks, and W. Li, “Collaborative framework of an intelligent agent system for efficient logistics transport planning,” Comput Ind Eng, vol. 112, pp. 551–567, Oct. 2017, doi: 10.1016/j.cie.2016.12.044.
[34] J. C. Liu, J. B. Sheu, D. F. Li, and Y. W. Dai, “Collaborative profit allocation schemes for logistics enterprise coalitions with incomplete information,” Omega (United Kingdom), 2020, doi: 10.1016/j.omega.2020.102237.
[35] M. Zhou, B. Dan, S. Ma, and X. Zhang, “Supply chain coordination with information sharing: The informational advantage of GPOs,” Eur J Oper Res, vol. 256, no. 3, pp. 785–802, Feb. 2017, doi: 10.1016/j.ejor.2016.06.045.
[36] P. Chintapalli, S. M. Disney, and C. S. Tang, “Coordinating Supply Chains via Advance-Order Discounts, Minimum Order Quantities, and Delegations,” Prod Oper Manag, vol. 26, no. 12, pp. 2175–2186, 2017, doi: 10.1111/poms.12751.
[37] J. Zhou, J. Zhu, and H. Wang, “Strategic cooperation with capital-constrained supplier and downstream competition in complex product systems,” Comput Ind Eng, vol. 139, p. 106139, 2020, doi: 10.1016/j.cie.2019.106139.
[38] C. H. Chiu, T. M. Choi, G. Hao, and X. Li, “Innovative menu of contracts for coordinating a supply chain with multiple mean-variance retailers,” Eur J Oper Res, vol. 246, no. 3, pp. 815–826, Nov. 2015, doi: 10.1016/j.ejor.2015.05.035.
[39] Z. Luo, X. Chen, J. Chen, and X. Wang, “Optimal pricing policies for differentiated brands under different supply chain power structures,” Eur J Oper Res, vol. 259, no. 2, pp. 437–451, Jun. 2017, doi: 10.1016/j.ejor.2016.10.046.
[40] P. Tantiwattanakul and A. Dumrongsiri, “Supply chain coordination using wholesale prices with multiple products, multiple periods, and multiple retailers: Bi-level optimization approach,” Comput Ind Eng, vol. 131, pp. 391–407, May 2019, doi: 10.1016/j.cie.2019.03.050.
[41] V. Gupta and N. Abidi, “Exploring Factors affecting Supply Chain of IT Products: A Retailer’s Perspective,” in Procedia Computer Science, 2017, vol. 122, pp. 969–976. doi: 10.1016/j.procs.2017.11.462.
[42] I. Moon and X. Feng, “Supply chain coordination with a single supplier and multiple retailers considering customer arrival times and route selection,” Transp Res E Logist Transp Rev, vol. 106, pp. 78–97, Oct. 2017, doi: 10.1016/j.tre.2017.08.004.
[43] M. Rached, Z. Bahroun, and J. P. Campagne, “Assessing the value of information sharing and its impact on the performance of the various partners in supply chains,” Comput Ind Eng, vol. 88, pp. 237–253, 2015, doi: 10.1016/j.cie.2015.07.007.
[44] S. Rahmani, A. Haeri, and S. M. Hosseini-Motlagh, “Proposing channel coordination and horizontal cooperation in two competitive three-echelon reverse supply chains,” International Transactions in Operational Research, vol. 27, no. 3, pp. 1447–1477, May 2020, doi: 10.1111/itor.12718.
[45] M. Khayyat and A. Awasthi, “An Intelligent Multi-agent Based Model for Collaborative Logistics Systems,” in Transportation Research Procedia, 2016, vol. 12, pp. 325–338. doi: 10.1016/j.trpro.2016.02.069.
[46] B. Hu, Y. Feng, and X. Chen, “Optimization and coordination of supply chains under the retailer’s profit margin constraint,” Comput Ind Eng, vol. 126, pp. 569–577, 2018, doi: 10.1016/j.cie.2018.10.021.
[47] F. M. Bergmann, S. M. Wagner, and M. Winkenbach, “Integrating first-mile pickup and last-mile delivery on shared vehicle routes for efficient urban e-commerce distribution,” Transportation Research Part B: Methodological, vol. 131, pp. 26–62, 2020, doi: 10.1016/j.trb.2019.09.013.
[48] J. Holguín-Veras et al., “Direct impacts of off-hour deliveries on urban freight emissions,” Transp Res D Transp Environ, vol. 61, pp. 84–103, Jun. 2018, doi: 10.1016/j.trd.2016.10.013.
[49] Lindawati, J. van Schagen, M. Goh, and R. de Souza, “Collaboration in urban logistics: Motivations and barriers,” International Journal of Urban Sciences, vol. 18, no. 2, pp. 278–290, 2014, doi: 10.1080/12265934.2014.917983.
[50] J. P. Castrellón-Torres, J. L. García-Alcaraz, and W. Adarme-Jaimes, “Freight consolidation as a coordination mechanism in perishable supply chains: A simulation study,” Dyna (Medellin), vol. 82, no. 189, pp. 233–242, Feb. 2015, doi: 10.15446/dyna.v82n189.48551.
[51] O. Lah, S. Alveano, M. Arioli, V. Chesterton, and L. Sdoukopoulos, “Sustainable Urban Mobility Solutions for Asia, Latin America and the Mediterranean Region,” in Sustainable Urban Mobility Pathways: Policies, Institutions, and Coalitions for Low Carbon Transportation in Emerging Countries, Elsevier, 2018, pp. 23–63. doi: 10.1016/B978-0-12-814897-6.00002-8.
[52] R. Dominguez, S. Cannella, A. P. Barbosa-Póvoa, and J. M. Framinan, “Information sharing in supply chains with heterogeneous retailers,” Omega (United Kingdom), vol. 79, pp. 116–132, Sep. 2018, doi: 10.1016/j.omega.2017.08.005.
[53] F. Basso, S. D’Amours, M. Rönnqvist, and A. Weintraub, “A survey on obstacles and difficulties of practical implementation of horizontal collaboration in logistics,” International Transactions in Operational Research, vol. 26, no. 3, pp. 775–793, May 2019, doi: 10.1111/itor.12577.
[54] C. Busse, M. C. Schleper, M. Niu, and S. M. Wagner, “Supplier development for sustainability: contextual barriers in global supply chains,” International Journal of Physical Distribution & Logistics Management, vol. 46, no. 5, pp. 442–468, Jun. 2016, doi: 10.1108/IJPDLM-12-2015-0300.
[55] J. Albors-Garrigos, “Barriers and enablers for innovation in the retail sector: Co-innovating with the customer. A case study in grocery retailing,” Journal of Retailing and Consumer Services, vol. 55, p. 102077, Jul. 2020, doi: 10.1016/j.jretconser.2020.102077.
[56] R. Dominguez, S. Cannella, A. P. Barbosa-Póvoa, and J. M. Framinan, “OVAP: A strategy to implement partial information sharing among supply chain retailers,” Transp Res E Logist Transp Rev, vol. 110, pp. 122–136, Feb. 2018, doi: 10.1016/j.tre.2017.12.016.
[57] T. L. Saaty, “How to Make a Decision: The Analytic Hierarchy Process,” Interfaces (Providence), vol. 24, no. 6, pp. 19–43, Dec. 1994, doi: 10.1287/inte.24.6.19.
[58] J. A. García-García, A. Reding-Bernal, and J. C. López-Alvarenga, “Cálculo del tamaño de la muestra en investigación en educación médica,” Investigación en Educación Médica, vol. 2, no. 8, pp. 217–224, Oct. 2013, doi: 10.1016/S2007-5057(13)72715-7.
[59] A. de Maio and D. Laganà, “The effectiveness of Vendor Managed Inventory in the last-mile delivery: An industrial application,” Procedia Manuf, vol. 42, pp. 462–466, 2020, doi: 10.1016/j.promfg.2020.02.047.
[60] M. Barratt, “Understanding the meaning of collaboration in the supply chain,” Supply Chain Management, vol. 9, no. 1, pp. 30–42, 2004, doi: 10.1108/13598540410517566.
[61] M. A. Millstein, C. Bilir, and J. F. Campbell, “The effect of optimizing warehouse locations on omnichannel designs,” Eur J Oper Res, vol. 301, no. 2, pp. 576–590, Sep. 2022, doi: 10.1016/j.ejor.2021.10.061