Technological Advancements and Strategic Roles of Fourth-Party Logistics (4PL): A Systematic Literature Review
Abstract
Fourth-Party Logistics (4PL) has emerged as a critical strategic model for managing complex supply chains in the digital era. This systematic literature review analyzed 38 peer-reviewed articles (2020-2025) from the Scopus database to examine technological advancements and strategic roles of 4PL in supply chain management. Three research questions guided the analysis: optimization technologies supporting 4PL operations, strategic mechanisms improving supply chain outcomes, and cost reduction strategies enabling 4PL adoption. Findings demonstrate that advanced optimization technologies including Conditional Value-at-Risk (CVaR), stochastic programming, and reinforcement learning effectively manage transportation uncertainty and enhance operational efficiency. Strategic mechanisms such as coordinated ICT infrastructure, sophisticated matching models, and innovative financing arrangements significantly improve service quality and customer satisfaction. Cost reduction and sustainability strategies, including flexible resource management, warehouse optimization, and blockchain implementation, enable organizations to achieve cost reductions up to 38% while maintaining environmental compliance. However, implementation barriers in regulatory compliance, human resource management, and digital infrastructure remain significant challenges. The research concludes that 4PL adoption requires integrated approaches balancing technological innovation with organizational capability development. Future research should prioritize context-specific implementation frameworks for emerging markets, particularly in developing economies such as Indonesia, to address unique supply chain challenges while supporting economic growth and operational resilience.
Keywords: Customer Satisfaction, Fourth-Party Logistics, Outsourcing Strategy, Supply Chain Management
Full Text:
PDFReferences
I. Zai, Y. Yulianti, S. Feblicia, A. L. Z. Aqmi, And A. F. Rahmah, “Analisis Pengaruh Peningkatan Kinerja, Incoterms, Transportasi, Distribusi, Keterlibatan Tpl Dan Manajemen Risiko Terhadap Aktivitas Logistik,” Jurnal Sosial Teknologi, Vol. 2, No. 3, Pp. 225–238, 2022.
M. Winata And L. Ellitan, “Peran Kualitas Layanan Logistik Dan Kualitas Integrasi Saluran Dalam Membangun Kualitas Layanan,” Ulil Albab : Jurnal Ilmiah Multidisiplin, Vol. 3, No. 1, Pp. 158–168, Dec. 2023, Doi: 10.56799/Jim.V3i1.2552.
D. S. Permana And R. R. Revansa, “Peran Strategis Manajemen Logistik Dalam Keunggulan Bersaing Perusahaan,” Jurnal Manajerial, Vol. 23, No. 1, Pp. 85–96, 2024.
A. E. Savitri, “Peran Freight Forwarder Dalam Kegiatan Ekspor Impor Barang (Studi Kasus : Pt Lini Trans Sejahtera Jakarta) Tugas Akhir,” 2025.
P. Premkumar, S. Gopinath, And A. Mateen, “Trends In Third Party Logistics–The Past, The Present & The Future,” International Journal Of Logistics Research And Applications, Vol. 24, No. 6, Pp. 551–580, 2021.
M. R. N. M. Qureshi, “A Bibliometric Analysis Of Third-Party Logistics Services Providers (3plsp) Selection For Supply Chain Strategic Advantage,” Sustainability, Vol. 14, No. 19, P. 11836, 2022.
E. Gkanatsas And H. Krikke, “Towards A Pro-Silience Framework: A Literature Review On Quantitative Modelling Of Resilient 3pl Supply Chain Network Designs,” Sustainability, Vol. 12, No. 10, P. 4323, 2020.
M. I. Nwabudo And A. E. Eromosele, “Assessing The Impact Of 3pl Integration On Supply Chain Performance,” 2024. [Online]. Available: Www.Ijeais.Org/Ijamsr
L. S. Kiggell, P. J. Kilbourn, And G. J. Heyns, “Sustainable Cost Reductions Obtained By Using A Fourth Party Logistics Provider,” Journal Of Transport And Supply Chain Management, Vol. 15, Oct. 2021, Doi: 10.4102/Jtscm.V15i0.606.
I. Zai Et Al., “Perbandingan Elemen Model Bisnis Third-Party Logistics (3pl) Dan Fourth-Party Logistics (4pl) Pada Logistik Angkutan Laut,” Jurnal Ilmu Komputer Dan Bisnis, Vol. 13, No. 2, Pp. 122–131, Nov. 2022, Doi: 10.47927/Jikb.V13i2.337.
T. T. D. Le, F. Chromjaková, And V. D. Quang, “Transformation Into 4pl: The Case Of Local Logistics Service Providers In Vietnam,” Journal Of Eastern European And Central Asian Research, Vol. 10, No. 2, Pp. 311–325, 2023, Doi: 10.15549/Jeecar.V10i2.1018.
S. Aydın, M. Yörükoğlu, And M. Kabak, “Fourth Party Logistics Firm Assessment Using A Novel Neutrosophic Mcdm,” Journal Of Intelligent & Fuzzy Systems, Vol. 42, No. 1, Pp. 529–539, Dec. 2021, Doi: 10.3233/Jifs-219209.
B. Sarkar And R. Guchhait, “A Sustainable Random Paradigm Of Centralized Multi-Customized Facility With Fourth-Party Logistics (4pl) And Cleaner Production With Remanufacturing,” J Clean Prod, Vol. 525, P. 146530, 2025, Doi: Https://Doi.Org/10.1016/J.Jclepro.2025.146530.
L. Feng, X. Li, X. Zhang, A. K. Y. Ng, P. Jia, And H. Kuang, “Modelling The Roles Of Fourth-Party Logistics (4pl) On The Improvements Of Supply Chain Stability Of Port Logistics Services: The Case Of Ningbo-Zhoushan Port In China,” International Journal Of Systems Science: Operations And Logistics, Vol. 10, No. 1, 2023, Doi: 10.1080/23302674.2023.2239137.
Y. Ye And Y. Wu, “4pl Suppliers Evaluating Indicator System Based On Grey Correlation Model,” Open Cybernetics And Systemics Journal, Vol. 9, Pp. 816–820, 2015, Doi: 10.2174/1874110x01509010816.
J. Li, Y. Liu, Y. Zhang, And Z. Hu, “Robust Optimization Of Fourth Party Logistics Network Design Under Disruptions,” Discrete Dyn Nat Soc, Vol. 2015, 2015, Doi: 10.1155/2015/720628.
M. Yin, M. Huang, X. Wang, And L. H. Lee, “Fourth-Party Logistics Network Design Under Uncertainty Environment,” Comput Ind Eng, Vol. 167, P. 108002, 2022, Doi: Https://Doi.Org/10.1016/J.Cie.2022.108002.
R. M. Da Silva, G. F. Frederico, And J. A. Garza-Reyes, “Logistics Service Providers And Industry 4.0: A Systematic Literature Review,” Logistics, Vol. 7, No. 1, 2023, Doi: 10.3390/Logistics7010011.
M. Danu Et Al., “Transformasi Manajemen Rantai Pasokan Berbasis Internet Of Things (Iot): Tinjauan Literatur,” Jurnal Teknologi Dan Manajemen Industri Terapan (Jtmit), Vol. 4, No. 1, Pp. 32–44, 2025.
D. J. Hiran Gabriel And M. Parthiban, “A Literature Review On Global Challenges For Third Party Logistics (Tpl Or 3pl),” Asian Review Of Mechanical Engineering, Vol. 9, No. 2, Pp. 27–30, Nov. 2020, Doi: 10.51983/Arme-2020.9.2.2479.
R. Purbasari, N. Jamil, A. Novel, And N. Kostini, “Digitalisasi Logistik Dalam Mendukung Kinerja E-Logistic Di Era Digital: A Literature Review Logistic Digitalization In Support Of E-Logistics Perfomance In The Digital Era: A Literature Review,” 2023.
F. Zahroh, B. Darmawan, And V. Dwiyanti, “Analisis Kesenjangan Fitur Warehouse Management System (Wms) Pada Layanan 3pl Terhadap Kebutuhan Industri: Pendekatan Systematic Literature Review,” Journal Industrial Engineering And Management (Just-Me), Vol. 5, No. 02, Pp. 1–11, Jan. 2025, Doi: 10.47398/Justme.V5i02.78.
X. Qian, F. T. S. Chan, M. Yin, Q. Zhang, M. Huang, And X. Fu, “A Two-Stage Stochastic Winner Determination Model Integrating A Hybrid Mitigation Strategy For Transportation Service Procurement Auctions,” Comput Ind Eng, Vol. 149, 2020, Doi: 10.1016/J.Cie.2020.106703.
F. H. N. Athief, D. Rizki, And A. Pratwindya, “Performa Bank Wakaf Mikro Selama 2017-2021: Sebuah Studi Literatur Sistematis (Systematic Literature Review),” Iqtishadia Jurnal Ekonomi & Perbankan Syariah, Vol. 9, No. 2, Pp. 204–221, 2022.
S. Aydin, M. Yörükoǧlu, And M. Kabak, “Fourth Party Logistics Firm Assessment Using A Novel Neutrosophic Mcdm,” Journal Of Intelligent And Fuzzy Systems, Vol. 42, No. 1, Pp. 529–539, 2022, Doi: 10.3233/Jifs-2191209.
T. Saikouk And N. Fattam, “A Taxonomy Of 4pl Practices In France; [Une Taxonomie Des Pratiques De Prestataires Logistiques De Type 4pl En France],” Logistique Et Management, Vol. 30, No. 2–3, Pp. 56 – 73, 2022, Doi: 10.1080/12507970.2022.2093281.
S. Aydin, M. Yörükoǧlu, And M. Kabak, “Fourth Party Logistics Firm Assessment Using A Novel Neutrosophic Mcdm,” Journal Of Intelligent And Fuzzy Systems, Vol. 42, No. 1, Pp. 529–539, 2021, Doi: 10.3233/Jifs-219209.
Y. Li, Y. Po Tsang, C. K. M. Lee, And S. Han, “Integrating Neurophysiological Sensing And Group-Based Multi-Criteria Decision-Making For Fourth-Party Logistics Platform Selection,” Advanced Engineering Informatics, Vol. 64, 2025, Doi: 10.1016/J.Aei.2024.102968.
N. Fattam, T. Saikouk, A. Hamdi, A. Win, And I. Badraoui, “A New Taxonomy Of Fourth-Party Logistics: A Lexicometric-Based Classification,” International Journal Of Logistics Management, Vol. 34, No. 6, Pp. 1649–1674, 2023, Doi: 10.1108/Ijlm-02-2022-0051.
C.-N. Wang, T.-T. Dang, And N.-A.-T. Nguyen, “Third-Party Logistics Provider Selection In The Industry 4.0 Era By Using A Fuzzy Ahp And Fuzzy Marcos Methodology,” Ieee Access, Vol. 12, Pp. 67291–67313, 2024, Doi: 10.1109/Access.2024.3392892.
D. Sumrit And K. Jiamanukulkij, “Comparative Analysis Of Novel Fuzzy Multi-Criteria Decision-Making Methods For Selecting Fourth-Party Logistics Service Providers: A Case Study In The Plastic Resin Industry,” International Journal Of Applied Decision Sciences, Vol. 17, No. 1, Pp. 88–119, 2023, Doi: 10.1504/Ijads.2024.135201.
D. Sumrit And K. Jiamanukulkij, “A Hybrid Multi-Criteria Decision Framework For Selecting Fourth-Party Logistics Service Providers In Fleet Transportation Management: A Case Study In Plastic Resin Manufacturing,” Industrial Engineering And Management Systems, Vol. 21, No. 4, Pp. 573–597, 2022, Doi: 10.7232/Iems.2022.21.4.573.
X. Qian, S.-C. Fang, M. Yin, M. Huang, And X. Li, “Selecting Green Third Party Logistics Providers For A Loss-Averse Fourth Party Logistics Provider In A Multiattribute Reverse Auction,” Inf Sci (N Y), Vol. 548, Pp. 357–377, 2021, Doi: 10.1016/J.Ins.2020.09.011.
H. H. Öz And B. Özyörük, “Performance Measurement In-Fourth Party Reverse Logistics,” Measuring Business Excellence, Vol. 27, No. 4, Pp. 549–578, 2023, Doi: 10.1108/Mbe-05-2019-0048.
H. H. Öz And B. Özyörük, “Performance Measurement In Non-Profit Fourth Party Reverse Logistics: An Application In A Foundation Specialised In Packaging Waste,” International Journal Of Business Performance And Supply Chain Modelling, Vol. 14, No. 2, Pp. 173–203, 2023, Doi: 10.1504/Ijbpscm.2023.131680.
P. Varadejsatitwong, R. Banomyong, And P. Julagasigorn, “A Proposed Performance-Measurement System For Enabling Supply-Chain Strategies,” Sustainability (Switzerland), Vol. 14, No. 19, 2022, Doi: 10.3390/Su141911797.
A. C. Trapp, I. Harris, V. Sanchez Rodrigues, And J. Sarkis, “Maritime Container Shipping: Does Coopetition Improve Cost And Environmental Efficiencies?,” Transp Res D Transp Environ, Vol. 87, 2020, Doi: 10.1016/J.Trd.2020.102507.
H. Wang And M. Liu, “Evolutionary Game Analysis Of Supply Chain Finance System Based On Fourth-Party Logistics,” Icic Express Letters, Vol. 19, No. 10, Pp. 1121–1129, 2025, Doi: 10.24507/Icicel.19.10.1121.
M. Tickle, S. Schiffling, And G. Verma, “Enhancing Aaa Capabilities In Humanitarian Supply Chains Through 4pl Adoption,” Journal Of Humanitarian Logistics And Supply Chain Management, Vol. 14, No. 4, Pp. 445–469, 2024, Doi: 10.1108/Jhlscm-11-2023-0110.
Y. Zhang, “Enhancing Humanitarian Supply Chains: The Role Of Interpersonal Skills And Big Data And Predictive Analytics,” Journal Of Humanitarian Logistics And Supply Chain Management, 2025.
S. Khan, R. Singh, A. Haleem, J. Dsilva, And S. S. Ali, “Exploration Of Critical Success Factors Of Logistics 4.0: A Dematel Approach,” Logistics, Vol. 6, No. 1, P. 13, 2022.
M. Akhsanov, “Barriers To The Implementation Of 4pl In Developing Countries,” In Proceedings Of The Hamburg International Conference Of Logistics, 2021, Pp. 291–315. [Online]. Available: Https://Www.Scopus.Com/Inward/Record.Uri?Eid=2-S2.0-85127676227&Partnerid=40&Md5=9d1a8dabae3f1fd835f9092e6ffda6aa
S. Dais And G. Ayfantopoulou, “Improving Data Exchange In Transport And Logistics Through System Federation: Application Evaluation Results,” In Transport Research Arena Conference, Springer, 2024, Pp. 739–745.
A. Mahmoudi, “Cybersecurity Challenges In Smart Economies: Managing Risks In A Digital-First World,” In Dynamic And Safe Economy In The Age Of Smart Technologies, Igi Global Scientific Publishing, 2025, Pp. 139–154.
G. Bo, S. Li, M. Yin, M. Chen, And X. Liu, “Optimization Of Fourth Party Logistics Routing Considering Infection Risk And Delay Risk,” International Journal Of Advanced Computer Science And Applications, Vol. 16, No. 1, Pp. 358–369, 2025, Doi: 10.14569/Ijacsa.2025.0160135.
L. S. Beevi, P. M. Joe Prathap, W. V Dani, And B. M. Shweatha, “Enhancing Supply Chain Management Efficiency Through 4pl Integration: Leveraging Recent Technological Advancement,” In 2024 5th International Conference For Emerging Technology, Incet 2024, 2024. Doi: 10.1109/Incet61516.2024.10593122.
M. S. Mubarik, “Overcoming Barriers To Digital Transformation: Challenges Of Implementing Innovative Digital Technologies In Supply Chains,” In Technological Innovations And Industry 5.0, Elsevier, 2025, Pp. 19–36.
S. Tiwari, P. Sharma, T.-M. Choi, And A. Lim, “Blockchain And Third-Party Logistics For Global Supply Chain Operations: Stakeholders’ Perspectives And Decision Roadmap,” Transp Res E Logist Transp Rev, Vol. 170, P. 103012, 2023.
L. S. Kiggell, P. J. Kilbourn, And G. J. Heyns, “Sustainable Cost Reductions Obtained By Using A Fourth Party Logistics Provider,” Journal Of Transport And Supply Chain Management, Vol. 15, 2021, Doi: 10.4102/Jtscm.V15i0.606.
M. Huang, L. Dong, H. Kuang, And X. Wang, “Reliable Fourth Party Logistics Location-Routing Problem Under The Risk Of Disruptions,” Ieee Access, Vol. 9, Pp. 84857–84870, 2021, Doi: 10.1109/Access.2021.3088426.
T. Gruchmann, N. Pratt, J. Eiten, And A. Melkonyan, “4pl Digital Business Models In Sea Freight Logistics: The Case Of Freighthub,” Logistics, Vol. 4, No. 2, 2020, Doi: 10.3390/Logistics4020010.
S. Jovčić And P. Průša, “A Hybrid Mcdm Approach In Third-Party Logistics (3pl) Provider Selection,” Mathematics, Vol. 9, No. 21, 2021, Doi: 10.3390/Math9212729.
W. Hong, Z. Xu, W. Liu, L. Wu, And X. Pu, “Queuing Theory-Based Optimization Research On The Multi-Objective Transportation Problem Of Fourth Party Logistics,” Proc Inst Mech Eng B J Eng Manuf, Vol. 235, No. 8, Pp. 1327–1337, 2021, Doi: 10.1177/0954405420969266.
F. Lu, H. Bi, Y. Hu, W. Feng, S. Wang, And X. Zhang, “A Two‐Stage Auction Mechanism For 3pl Supplier Selection Under Risk Aversion,” Sustainability (Switzerland), Vol. 13, No. 17, 2021, Doi: 10.3390/Su13179745.
N. Fattam And T. Saikouk, “Barriers To Expanding The 4pl Solution: Thematic Analysis Of Managers’ Discourse; [Les Barrières Au Développement De La Prestation 4pl : Analyse Thématique De Discours Des Dirigeants],” Logistique Et Management, Vol. 33, No. 1, Pp. 62 – 85, 2025, Doi: 10.1080/12507970.2024.2407972.
T. Palander, “Outsourcing Issues Of Wood Supply Chain Management In The Forest Industry,” Forest Science, Vol. 68, No. 5–6, Pp. 521–532, 2022, Doi: 10.1093/Forsci/Fxac029.
N. Yuan, H. Liang, M. Huang, And Q. Wang, “A Two-Sided Logistics Matching Method Considering Trading Psychology And Matching Effort Under A 4pl,” International Journal Of Industrial Engineering Computations, Vol. 14, No. 4, Pp. 659–674, 2023, Doi: 10.5267/J.Ijiec.2023.9.001.
M. Yin, M. Huang, X. Qian, D. Wang, X. Wang, And L. H. Lee, “Fourth-Party Logistics Network Design With Service Time Constraint Under Stochastic Demand,” J Intell Manuf, Vol. 34, No. 3, Pp. 1203–1227, 2023, Doi: 10.1007/S10845-021-01843-7.
Y. Zhang, X. Li, L. Wang, X. Zhao, And J. Gao, “Financing Capital-Constrained Third Party Logistic Firms: Fourth Party Logistic Driven Financing Mode Vs. Private Lending Driven Financing Mode,” Int J Prod Res, Vol. 60, No. 9, Pp. 2963–2982, 2022, Doi: 10.1080/00207543.2021.1907472.
D. Štreimikienė, A. Bathaei, And J. Streimikis, “Enhancing Sustainable Global Supply Chain Performance: A Multi-Criteria Decision-Making-Based Approach To Industry 4.0 And Ai Integration,” Sustainability (Switzerland), Vol. 17, No. 10, 2025, Doi: 10.3390/Su17104453.
D. V Osuna-Velarde Et Al., “The Confluence Of Logistics 4.0 And Agribusiness: A Systematic Review And Future Directions,” Journal Of Infrastructure, Policy And Development, Vol. 8, No. 2, 2024, Doi: 10.24294/Jipd.V8i2.2871.
S. Khan, R. Singh, J. C. Sá, G. Santos, And L. P. Ferreira, “Modelling Of Determinants Of Logistics 4.0 Adoption: Insights From Developing Countries,” Machines, Vol. 10, No. 12, 2022, Doi: 10.3390/Machines10121242.
G. Bi, F. Shen, And Y. Xu, “Third-Party Logistics Firm’s Technology Investment And Financing Options In Platform-Based Supply Chain With 4pl Service,” Naval Research Logistics, Vol. 71, No. 6, Pp. 763–782, 2024, Doi: 10.1002/Nav.22177.
H. Wang And X. Fu, “The Impacts Of Regulatory Approaches To Carbon Quotas On Third-Party Logistics Low-Carbon Financing Strategies And Emission Reduction Effects,” Sustainability (Switzerland), Vol. 16, No. 15, 2024, Doi: 10.3390/Su16156432.
Q. Qu, C. Liu, And X. Bao, “Financial Security Analysis Of E-Commerce Platform Based On Supply Chain For Heterogeneous Network Location Verification,” J Sens, Vol. 2021, 2021, Doi: 10.1155/2021/7952123.
Y. Dong, X. Qian, M. Huang, And W.-K. Ching, “Contracts Design For Serial Delivery With Connecting Time Spot: From A Perspective Of Fourth Party Logistics,” International Journal Of Industrial Engineering Computations, Vol. 13, No. 4, Pp. 523–542, 2022, Doi: 10.5267/J.Ijiec.2022.7.003.
G. Bo, Q. Liu, H. Shi, X. Liu, C. Yang, And L. Wang, “Fourth Party Logistics Routing Optimization Problem Based On Conditional Value-At-Risk Under Uncertain Environment,” International Journal Of Advanced Computer Science And Applications, Vol. 16, No. 2, Pp. 1151–1160, 2025, Doi: 10.14569/Ijacsa.2025.01602114.
Y. Zhou, M. Yin, Q. Liu, X. Qian, D. Jin, And X. Lang, “Optimizing Winner Determination For Sustainability And Timeliness In Fresh Agricultural Product Logistics Service Procurement Auctions: Insights From A Fourth-Party Logistics Perspective,” Front Sustain Food Syst, Vol. 9, 2025, Doi: 10.3389/Fsufs.2025.1585053.
M. Yin, M. Huang, D. Wang, S.-C. Fang, X. Qian, And X. Wang, “Multi-Period Fourth-Party Logistics Network Design With The Temporary Outsourcing Service Under Demand Uncertainty,” Comput Oper Res, Vol. 164, 2024, Doi: 10.1016/J.Cor.2024.106564.
X. Qian, M. Yin, X. Li, And Q. Zhang, “Two-Stage Stochastic Nonlinear Winner Determination For Logistics Service Procurement Auctions Under Quantity Discounts,” Journal Of Industrial And Management Optimization, Vol. 19, No. 10, Pp. 7072–7089, 2023, Doi: 10.3934/Jimo.2022252.
X. Qian, M. Yin, F. T. S. Chan, J. Zhang, And M. Huang, “Sustainable–Responsive Winner Determination For Transportation Service Procurement Auctions Under Accidental Disruptions,” J Clean Prod, Vol. 320, 2021, Doi: 10.1016/J.Jclepro.2021.128833.
O. Popelo, S. Tulchynska, G. Krasovska, O. Kostiunik, L. Raicheva, And О. Mykhalchenko, “The Impact Of The National Economy Digitalization On The Efficiency Of The Logistics Activities Management Of The Enterprise In The Conditions Of Intensifying International Competition,” J Theor Appl Inf Technol, Vol. 15, No. 1, P. 15, 2023, [Online]. Available: Www.Jatit.Org
Y. Zhang, M. Huang, Z. Gao, S. Jiang, S.-C. Fang, And X. Wang, “Multi-Period Fourth-Party Logistics Network Design From The Viability Perspective: A Collaborative Hyper-Heuristic Embedded With Double-Layer Q-Learning Algorithm,” Int J Prod Res, Vol. 63, No. 9, Pp. 3300–3330, 2025, Doi: 10.1080/00207543.2024.2339530.
D. G. Mogale, D. Xian, And V. Sanchez Rodrigues, “Managing Logistics Risks In Pharmaceutical Supply Chain: A 4pl Perspective,” Production Planning And Control, Vol. 36, No. 10, Pp. 1414–1429, 2025, Doi: 10.1080/09537287.2024.2363938.
T. T. D. Le, F. Chromjaková, And V. D. Quang, “An Application Of Triz Inventive Approach In Development Strategy Into Fourth-Party Logistics,” Quality Innovation Prosperity, Vol. 28, No. 1, Pp. 47–66, 2024, Doi: 10.12776/Qip.V28i1.1968.
N. Israfilov, I. Ablaev, A. Seisinbinova, And T. Sakulyeva, “Impact Of Supply Chain Management Strategies On The Performance Indicators Of Small And Medium-Sized Businesses,” Scopus20513771-2020-9-4-Sid85089978466, 2020.
X. Wang, V. S. Rodrigues, And R. Mason, “Examining A Client Network Development Framework For A Logistics Service Provider: A Longitudinal Case Study,” Industrial Marketing Management, Vol. 102, Pp. 514–526, 2022, Doi: 10.1016/J.Indmarman.2022.02.012.
J. Jiang, J. Li, And B. Xia, “Logistics-Client Stable Matching Under 4pl To Reduce The Empty-Loaded Rate,” Plos One, Vol. 20, No. 3 March, 2025, Doi: 10.1371/Journal.Pone.0308951.
V. Pajić, M. Kilibarda, And M. Andrejić, “A Novel Hybrid Approach For Evaluation Of Resilient 4pl Provider For E-Commerce,” Mathematics, Vol. 11, No. 3, 2023, Doi: 10.3390/Math11030511.
R. Tian, L. Chang, Z. Sun, G. Zhao, And X. Lu, “Ptb: A Deep Reinforcement Learning Method For Flexible Logistics Service Combination Problem With Spatial-Temporal Constraint,” Transp Res E Logist Transp Rev, Vol. 195, 2025, Doi: 10.1016/J.Tre.2025.103978.
X. Gao, X. Gao, And Y. Liu, “Fourth Party Logistics Routing Problem Under Uncertain Time And Random Demand,” Journal Of Uncertain Systems, Vol. 17, No. 3, 2024, Doi: 10.1142/S1752890924500016.
M. Huang, L. Dong, H. Kuang, Z.-Z. Jiang, L. H. Lee, And X. Wang, “Supply Chain Network Design Considering Customer Psychological Behavior-A 4pl Perspective,” Comput Ind Eng, Vol. 159, 2021, Doi: 10.1016/J.Cie.2021.107484.
Y. Zhang, Z. Gao, M. Huang, S. Jiang, M. Yin, And S.-C. Fang, “Multi-Period Distribution Network Design With Boundedly Rational Customers For The Service-Oriented Manufacturing Supply Chain: A 4pl Perspective,” Int J Prod Res, Vol. 62, No. 20, Pp. 7412–7431, 2024, Doi: 10.1080/00207543.2022.2140220.
M. Yin, M. Huang, X. Wang, And L. H. Lee, “Fourth-Party Logistics Network Design Under Uncertainty Environment,” Comput Ind Eng, Vol. 167, 2022, Doi: 10.1016/J.Cie.2022.108002.
D. Huo, X. Zhang, Y. Cai, And K. Hung, “Distribution Network For The Last Mile Of Cross-Border E-Business In A Smart City At Emerging Market In Response To Covid-19: A Key Node Analysis Based On A Vision Of Fourth Party Logistics,” Front Public Health, Vol. 9, 2021, Doi: 10.3389/Fpubh.2021.765087.
H. Wang, M. Huang, H. Wang, And Y. Zhou, “Fourth Party Logistics Service Quality Management With Logistics Audit,” Journal Of Industrial And Management Optimization, Vol. 19, No. 10, Pp. 7105–7129, 2023, Doi: 10.3934/Jimo.2022254.
A. De And S. P. Singh, “A Resilient Pricing And Service Quality Level Decision For Fresh Agri-Product Supply Chain In Post-Covid-19 Era,” International Journal Of Logistics Management, Vol. 34, No. 4, Pp. 1101–1140, 2023, Doi: 10.1108/Ijlm-02-2021-0117.
H. Wang, M. Huang, And H. Wang, “Fourth-Party Logistics Environmental Compliance Management: Investment And Logistics Audit,” Sustainability (Switzerland), Vol. 14, No. 16, 2022, Doi: 10.3390/Su141610106.
H. Liu, T. Xu, S. Jing, Z. Liu, And S. Wang, “The Interplay Between Logistics Strategy And Platform’s Channel Structure Design In B2c Platform Market,” Eur J Oper Res, Vol. 310, No. 2, Pp. 812–833, 2023, Doi: 10.1016/J.Ejor.2023.02.043.
M. A. K. Alsmairart, “Modeling Enablers Of Logistics Outsourcing Adoption: A Case Of Manufacturing Industry,” Journal Of Manufacturing Technology Management, Vol. 36, No. 3, Pp. 693–713, 2025, Doi: 10.1108/Jmtm-07-2024-0367.
J. Wang, L. Wang, And H. Han, “A Knowledge-Driven Cooperative Coevolutionary Algorithm For Integrated Distributed Production And Transportation Scheduling Problem,” Ieee Transactions On Automation Science And Engineering, Vol. 22, Pp. 7435–7448, 2025, Doi: 10.1109/Tase.2024.3422473.
S. Jiang, M. Huang, Y. Zhang, X. Wang, And S.-C. Fang, “Fourth-Party Logistics Network Design With Demand Surge: A Greedy Scenario-Reduction And Scenario-Price Based Decomposition Algorithm,” Int J Prod Econ, Vol. 269, 2024, Doi: 10.1016/J.Ijpe.2023.109135.
R. Guchhait And B. Sarkar, “Economic Evaluation Of An Outsourced Fourth-Party Logistics (4pl) Under A Flexible Production System,” Int J Prod Econ, Vol. 279, 2025, Doi: 10.1016/J.Ijpe.2024.109440.
A. Lorenc, “Cross-Docking Layout Optimization In Flexsim Software Based On Cold Chain 4pl Company,” Sustainability (Switzerland), Vol. 16, No. 22, Nov. 2024, Doi: 10.3390/Su16229620.
X. Qian, M. Yin, F. T. S. Chan, And K. Yue, “Winner Determination With Sustainable-Flexible Considerations Under Demand Uncertainty In Transportation Service Procurement Auctions,” Netw Spat Econ, Vol. 23, No. 4, Pp. 953–984, 2023, Doi: 10.1007/S11067-023-09599-8.
M. Yin, X. Qian, M. Huang, And Q. Zhang, “Winner Determination For Logistics Service Procurement Auctions Under Disruption Risks And Quantity Discounts,” Eng Appl Artif Intell, Vol. 105, 2021, Doi: 10.1016/J.Engappai.2021.104424.
F. Lu, W. Feng, M. Gao, H. Bi, And S. Wang, “The Fourth-Party Logistics Routing Problem Using Ant Colony System-Improved Grey Wolf Optimization,” J Adv Transp, Vol. 2020, 2020, Doi: 10.1155/2020/8831746.
P. B. Johannessen, A. Hemmati, And M. Moshref-Javadi, “Solving A Pickup And Delivery Routing Problem For Fourth-Party Logistics Providers,” International Transactions In Operational Research, Vol. 31, No. 4, Pp. 2272–2308, 2024, Doi: 10.1111/Itor.13234.
X. Gao, X. Gao, And Y. Liu, “A Symmetric Fourth Party Logistics Routing Problem With Multiple Distributors In Uncertain Random Environments,” Symmetry (Basel), Vol. 16, No. 6, 2024, Doi: 10.3390/Sym16060701.
F. Lu, W. Chen, W. Feng, And H. Bi, “4pl Routing Problem Using Hybrid Beetle Swarm Optimization,” Soft Comput, Vol. 27, No. 22, Pp. 17011–17024, 2023, Doi: 10.1007/S00500-023-08378-4.
J. Wu, Y. Wang, W. Li, And H. Wu, “Research On Green Transport Mode Of Chinese Bulk Cargo Based On Fourth-Party Logistics,” J Adv Transp, Vol. 2021, 2021, Doi: 10.1155/2021/6142226.
H. Wang, M. Huang, H. Wang, X. Feng, And Y. Zhou, “Contract Design For The Fourth Party Logistics Considering Tardiness Risk,” International Journal Of Industrial Engineering Computations, Vol. 13, No. 1, Pp. 13–30, 2022, Doi: 10.5267/J.Ijiec.2021.9.002.
L. Wang, H. Wang, M. Huang, And W. Dai, “The Impacts Of Blockchain Adoption In Fourth Party Logistics Service Quality Management,” International Journal Of Industrial Engineering Computations, Vol. 15, No. 3, Pp. 737–754, 2024, Doi: 10.5267/J.Ijiec.2024.4.002.
X. Xu, L. Yan, T.-M. Choi, And T. C. E. Cheng, “When Is It Wise To Use Blockchain For Platform Operations With Remanufacturing?,” Eur J Oper Res, Vol. 309, No. 3, Pp. 1073–1090, 2023, Doi: 10.1016/J.Ejor.2023.01.063.
A. H. Ngah, R. Thurasamy, And H. Han, “If You Don’t Care, I Will Switch: Online Retailers’ Behaviour On Third-Party Logistics Services,” International Journal Of Physical Distribution & Logistics Management, Vol. 53, No. 7/8, Pp. 813–837, 2023.
S. Kanwivat, “Factors Influencing Logistics Management Of 3 Pl Service Companies To 4 Pl In The Recession Of Covid-19,” In E3s Web Of Conferences, Edp Sciences, 2021, P. 08017.
V. L. Dang, S. Wan, And J. Guo, “Third-Party Logistics Outsourcing: A Review Of Two Decades Of Advancing Decision-Making Approaches With An Up-To-Date Three-Layer Criteria Framework Integrating Environmental, Social, And Governance Metrics,” Int J Prod Econ, Vol. 284, 2025, Doi: 10.1016/J.Ijpe.2025.109615.
P. Jayaratne, “Technological Advancements And Cost Reduction In 3pl Sector,” In Transforming Logistics In A Developing Nation: Vietnam’s Technology Imperative, Springer, 2024, Pp. 465–499.
E. O. Darko And I. Vlachos, “Creating Valuable Relationships With Third-Party Logistics (3pl) Providers: A Multiple-Case Study,” Logistics, Vol. 6, No. 2, P. 38, 2022.
Q. Wang, X. Liu, B. Huo, And X. Zhao, “Economic Or Relational First? Establishing The Competitiveness Of Third-Party Logistics Information Sharing By Devoting Specific Assets And Mutual Trust,” Int J Prod Econ, Vol. 261, P. 108869, 2023.
Q. Wang, B. Huo, And X. Zhao, “What Makes Logistics Integration More Effective? Governance From Contractual And Relational Perspectives,” Journal Of Business Logistics, Vol. 41, No. 3, Pp. 259–281, 2020.
J. A. Mpuon Et Al., “Paradigmatic Impact Of Leagility Supply Chain Integration On Fragmented Operational Performance Of Construction Businesses,” International Journal Of Business Process Integration And Management, Vol. 11, No. 4, Pp. 259–286, 2024.
DOI: http://dx.doi.org/10.24014/jti.v11i2.38822
Refbacks
- There are currently no refbacks.
Copyright (c) 2025 Rizky Aditya Wardhana, Bambang Darmawan, Aulia Zikri Rahman

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Jurnal Teknik Industri
P-ISSN 2460-898X | E-ISSN 2714-6235
Published by:
Industrial Engineering Department
Universitas Islam Negeri Sultan Syarif Kasim Riau, Indonesia
Office Address:
H.R. Soebrantas KM 15.5, Tampan, Pekanbaru, Riau, Indonesia 28293
email: jti.fst@uin-suska.ac.id
Indexed by:
JTI : Jurnal Teknik Industri under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.














