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Influence of non-price and environmental sustainability factors on truckload procurement process

Author

Listed:
  • R. Jothi Basu

    (Sethu Institute of Technology)

  • Nachiappan Subramanian

    (The University of Nottingham Ningbo)

  • Angappa Gunasekaran

    (University of Massachusetts Dartmouth)

  • P. L. K. Palaniappan

    (Thiagarajar College of Engineering)

Abstract

In practice, manufacturers select their logistics service providers mainly based on total procurement cost. In addition to this, they will also consider allied services such as cargo insurance, electronic documentation, even though practitioners emphasize importance of other factors such as on time delivery and carbon emissions. This study proposes sustainable decision model which includes various non-price and environmental sustainability factors and analyzes their influences in allocating typical routes to the carriers,while establishing a truck load contract. Multiple case studies are carried out in automotive and logistics companies to prioritize factors using Analytic Hierarchy Process (AHP). Factor prioritization is used to formulate carrier assignment problem as a multiple objective optimization model using the influencing factors identified and applies a heuristic methodology to derive the near-optimal solution. This study reveals that carbon footprint, route optimization and on time delivery will have huge impact on procurement decision.

Suggested Citation

  • R. Jothi Basu & Nachiappan Subramanian & Angappa Gunasekaran & P. L. K. Palaniappan, 2017. "Influence of non-price and environmental sustainability factors on truckload procurement process," Annals of Operations Research, Springer, vol. 250(2), pages 363-388, March.
  • Handle: RePEc:spr:annopr:v:250:y:2017:i:2:d:10.1007_s10479-016-2170-z
    DOI: 10.1007/s10479-016-2170-z
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    1. Lee, Chi-Guhn & Kwon, Roy H. & Ma, Zhong, 2007. "A carrier's optimal bid generation problem in combinatorial auctions for transportation procurement," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(2), pages 173-191, March.
    2. Asoke Dey & Paul LaGuardia & Mahesh Srinivasan, 2011. "Building sustainability in logistics operations: a research agenda," Management Research Review, Emerald Group Publishing Limited, vol. 34(11), pages 1237-1259, October.
    3. Bo Zhang & Hongwei Ding & Hongbo Li & Wei Wang & Tao Yao, 2014. "A Sampling-Based Stochastic Winner Determination Model for Truckload Service Procurement," Networks and Spatial Economics, Springer, vol. 14(2), pages 159-181, June.
    4. Yossi Sheffi, 2004. "Combinatorial Auctions in the Procurement of Transportation Services," Interfaces, INFORMS, vol. 34(4), pages 245-252, August.
    5. R. Jothi Basu & Nachiappan Subramanian & Naoufel Cheikhrouhou, 2015. "Review of Full Truckload Transportation Service Procurement," Transport Reviews, Taylor & Francis Journals, vol. 35(5), pages 599-621, September.
    6. Joseph Sarkis & Marilyn Michelle Helms & Aref A. Hervani, 2010. "Reverse logistics and social sustainability," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 17(6), pages 337-354, November.
    7. Coulter, Ronald L. & Darden, William R. & Coulter, Mary K. & Brown, Gene, 1989. "Freight transportation carrier selection criteria : Identification of service dimensions for competitive positioning," Journal of Business Research, Elsevier, vol. 19(1), pages 51-66, August.
    8. Regan, A C & Song, Jiongjiong, 2003. "Combinatorial Auctions for Transportation Service Procurement: The Carrier Perspective," University of California Transportation Center, Working Papers qt7sq003mj, University of California Transportation Center.
    9. Abdelkader Sbihi & Richard Eglese, 2010. "Combinatorial optimization and Green Logistics," Annals of Operations Research, Springer, vol. 175(1), pages 159-175, March.
    10. Ozlem Ergun & Gultekin Kuyzu & Martin Savelsbergh, 2007. "Reducing Truckload Transportation Costs Through Collaboration," Transportation Science, INFORMS, vol. 41(2), pages 206-221, May.
    11. Sheu, Jiuh-Biing & Chou, Yi-Hwa & Hu, Chun-Chia, 2005. "An integrated logistics operational model for green-supply chain management," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(4), pages 287-313, July.
    12. Lee, Gunwoo & You, Soyoung (Iris) & Ritchie, Stephen G. & Saphores, Jean-Daniel & Jayakrishnan, R. & Ogunseitan, Oladele, 2012. "Assessing air quality and health benefits of the Clean Truck Program in the Alameda corridor, CA," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(8), pages 1177-1193.
    13. Y Guo & A Lim & B Rodrigues & Y Zhu, 2006. "Carrier assignment models in transportation procurement," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(12), pages 1472-1481, December.
    14. Vaidya, Omkarprasad S. & Kumar, Sushil, 2006. "Analytic hierarchy process: An overview of applications," European Journal of Operational Research, Elsevier, vol. 169(1), pages 1-29, February.
    15. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    16. Okan Örsan Özener & Özlem Ergun & Martin Savelsbergh, 2011. "Lane-Exchange Mechanisms for Truckload Carrier Collaboration," Transportation Science, INFORMS, vol. 45(1), pages 1-17, February.
    17. Okan Örsan Özener & Özlem Ergun, 2008. "Allocating Costs in a Collaborative Transportation Procurement Network," Transportation Science, INFORMS, vol. 42(2), pages 146-165, May.
    18. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    19. Xiaozhou Xu & Shenle Pan & Eric Ballot, 2012. "Allocation of Transportation Cost & CO2 Emission in Pooled Supply Chains Using Cooperative Game Theory," Post-Print hal-00733491, HAL.
    20. Fatemeh Zahedi, 1986. "The Analytic Hierarchy Process---A Survey of the Method and its Applications," Interfaces, INFORMS, vol. 16(4), pages 96-108, August.
    21. Sathaye, Nakul & Horvath, Arpad & Madanat, Samer, 2010. "Unintended impacts of increased truck loads on pavement supply-chain emissions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(1), pages 1-15, January.
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    Cited by:

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    2. Yongjian Li & Qianzhou Deng & Chi Zhou & Lipan Feng, 2020. "Environmental governance strategies in a two-echelon supply chain with tax and subsidy interactions," Annals of Operations Research, Springer, vol. 290(1), pages 439-462, July.
    3. Katiyar, Rajesh & Meena, Purushottam L. & Barua, Mukesh Kumar & Tibrewala, Rajen & Kumar, Gopal, 2018. "Impact of sustainability and manufacturing practices on supply chain performance: Findings from an emerging economy," International Journal of Production Economics, Elsevier, vol. 197(C), pages 303-316.
    4. Noura Yassine, 2020. "A sustainable economic production model: effects of quality and emissions tax from transportation," Annals of Operations Research, Springer, vol. 290(1), pages 73-94, July.
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    6. Wang, Junjin & Liu, Jiaguo & Zhang, Xin, 2020. "Service purchasing and market-entry problems in a shipping supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    7. Lafkihi, Mariam & Pan, Shenle & Ballot, Eric, 2019. "Freight transportation service procurement: A literature review and future research opportunities in omnichannel E-commerce," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 348-365.

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