{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T15:21:47Z","timestamp":1778080907041,"version":"3.51.4"},"reference-count":59,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T00:00:00Z","timestamp":1721260800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Shandong Provincial Natural Science Foundation General Program","award":["ZR2021MG005"],"award-info":[{"award-number":["ZR2021MG005"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JTAER"],"abstract":"<jats:p>This paper develops a novel government reserve strategy, employing a blockchain-supported second-hand E-commerce platform, specifically designed to mitigate the depreciation and expiration of disaster relief supplies. Utilizing the newsvendor model and convex optimization techniques, this study evaluates the efficacy of a rotational strategy for optimal pre-positioning of supplies, considering the dynamic conditions of supply chain performance. Additionally, the paper demonstrates how blockchain technology significantly enhances the traceability of supplies, which is crucial for effective supply management. Empirical data analysis reveals that exceeding a critical price threshold on the platform not only augments the government\u2019s optimal reserve levels but also substantially decreases operational costs. In scenarios where the supply chain is well coordinated, optimal reserve quantities are affected by variables such as the likelihood of disaster events, the success rate of sales, and a supply traceability index. This research extends the application of blockchain and E-commerce technologies within disaster management supply chains and offers new insights and practical approaches for improving E-commerce practices in this context.<\/jats:p>","DOI":"10.3390\/jtaer19030092","type":"journal-article","created":{"date-parts":[[2024,7,19]],"date-time":"2024-07-19T14:16:38Z","timestamp":1721398598000},"page":"1869-1892","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Optimizing Reserve Decisions in Relief Supply Chains with a Blockchain-Supported Second-Hand E-Commerce Platform"],"prefix":"10.3390","volume":"19","author":[{"given":"Yingjie","family":"Ju","sequence":"first","affiliation":[{"name":"School of Management Science and Engineering, University of Jinan, Jinan 250024, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yue","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Management Science and Engineering, University of Jinan, Jinan 250024, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianliang","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Economics and Management, Beijing University of Chemical Technology, Beijing 100013, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Feng","sequence":"additional","affiliation":[{"name":"School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4353-0009","authenticated-orcid":false,"given":"Yuheng","family":"Ren","sequence":"additional","affiliation":[{"name":"School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2024,7,18]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1457","DOI":"10.1080\/01605682.2021.1920343","article-title":"Pre-positioning strategies for relief supplies in a relief supply chain","volume":"73","author":"Liu","year":"2022","journal-title":"J. Oper. Res. Soc."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"101449","DOI":"10.1016\/j.seps.2022.101449","article-title":"Dynamic inventory decisions for humanitarian aid materials considering budget limitations","volume":"86","author":"Acar","year":"2023","journal-title":"Socio-Econ. Plan. Sci."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"101598","DOI":"10.1016\/j.seps.2023.101598","article-title":"Evolutionary dynamics of supervision-compliance game on optimal pre-positioning strategies in relief supply chain management","volume":"87","author":"Yao","year":"2023","journal-title":"Socio-Econ. Plan. Sci."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1111\/puar.13656","article-title":"A new acquisition model for the next disaster: Overcoming disaster federalism issues through effective utilization of the Strategic National Stockpile","volume":"84","author":"Handfield","year":"2024","journal-title":"Public Adm. Rev."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1007\/s10479-014-1783-3","article-title":"Two substitutable perishable product disaster inventory systems","volume":"233","author":"Yadavalli","year":"2015","journal-title":"Ann. Oper. Res."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"1921","DOI":"10.1111\/poms.13024","article-title":"Augmenting Fixed Framework Agreements in Humanitarian Logistics with a Bonus Contract","volume":"28","author":"Wang","year":"2019","journal-title":"Prod. Oper. Manag."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"100780","DOI":"10.1016\/j.seps.2019.100780","article-title":"A novel option contract integrated with supplier selection and inventory prepositioning for humanitarian relief supply chains","volume":"71","author":"Aghajani","year":"2020","journal-title":"Socio-Econ. Plan. Sci."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1007\/s10479-020-03778-3","article-title":"Improving the coordination in the humanitarian supply chain: Exploring the role of options contract","volume":"319","author":"John","year":"2020","journal-title":"Ann. Oper. Res."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1016\/j.cie.2018.11.013","article-title":"Materials procurement and reserves policies for humanitarian logistics with recycling and replenishment mechanisms","volume":"127","author":"Zhang","year":"2019","journal-title":"Comput. Ind. Eng."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"875","DOI":"10.1016\/j.ejor.2020.05.021","article-title":"Buyback contracts to solve upstream opportunism","volume":"287","author":"Doganoglu","year":"2020","journal-title":"Eur. J. Oper. Res."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1016\/j.ijpe.2016.05.001","article-title":"A revenue-sharing option contract toward coordination of supply chains","volume":"178","author":"Arani","year":"2016","journal-title":"Int. J. Prod. Econ."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"102871","DOI":"10.1016\/j.omega.2023.102871","article-title":"Resilient relief supply planning using an integrated procurement-warehousing model under supply disruption","volume":"118","author":"Aghajani","year":"2023","journal-title":"Omega Int. J. Manag. Sci."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"805","DOI":"10.1108\/JEIM-07-2022-0251","article-title":"Improving information alignment and coordination in humanitarian supply chain through blockchain technology","volume":"37","author":"Dubey","year":"2022","journal-title":"J. Enterp. Inf. Manag."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"108643","DOI":"10.1016\/j.cie.2022.108643","article-title":"A collaborative humanitarian relief chain design for disaster response","volume":"172","author":"Shokr","year":"2022","journal-title":"Comput. Ind. Eng."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"810","DOI":"10.1016\/j.ejor.2016.08.010","article-title":"Inventory rotation of medical supplies for emergency response","volume":"257","author":"Zhou","year":"2017","journal-title":"Eur. J. Oper. Res."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ijpe.2017.11.010","article-title":"Rotating the medical supplies for emergency response: A simulation based approach","volume":"196","author":"Zhou","year":"2018","journal-title":"Int. J. Prod. Econ."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"689","DOI":"10.3390\/jtaer18010035","article-title":"Impact of Community-Based Governance Mechanisms on Transaction Intention on a Second-Hand Trading Platform","volume":"18","author":"Liu","year":"2023","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"725","DOI":"10.1080\/17517575.2020.1762244","article-title":"Buyback contract coordination in supply chain with fairness concern under demand updating","volume":"15","author":"Qin","year":"2021","journal-title":"Enterp. Inf. Syst."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"109160","DOI":"10.1016\/j.cie.2023.109160","article-title":"Multihoming effect on the two-sided platform of second-hand cars","volume":"179","author":"Zhang","year":"2023","journal-title":"Comput. Ind. Eng."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"7248","DOI":"10.1080\/00207543.2022.2147237","article-title":"Impact of pricing leadership on blockchain data acquisition efforts in a circular supply chain","volume":"61","author":"Wang","year":"2023","journal-title":"Int. J. Prod. Res."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"136852","DOI":"10.1016\/j.jclepro.2023.136852","article-title":"How assessment and cooperation practices influence suppliers? adoption of sustainable supply chain practices: An inter-organizational learning perspective","volume":"403","author":"Allenbacher","year":"2023","journal-title":"J. Clean Prod."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"113903","DOI":"10.1016\/j.jbusres.2023.113903","article-title":"Digging DEEP: Futuristic building blocks of omni-channel healthcare supply chains resiliency using machine learning approach","volume":"162","author":"Kumar","year":"2023","journal-title":"J. Bus. Res."},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Viswanadham, Y., and Jayavel, K. (2023). Design & Development of Hybrid Electric Fish-Harris Hawks Optimization-Based Privacy Preservation of Data in Supply Chain Network with Block Chain Technology. Int. J. Inf. Technol. Decis. Mak., 32.","DOI":"10.1142\/S0219622023500451"},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Hong, L., and Hales, D.N. (2023). How blockchain manages supply chain risks: Evidence from Indian manufacturing companies. Int. J. Logist. Manag.","DOI":"10.1108\/IJLM-05-2023-0178"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/j.tre.2018.03.012","article-title":"Integrated relief pre-positioning and procurement planning in humanitarian supply chains","volume":"113","author":"Torabi","year":"2018","journal-title":"Transp. Res. Part E Logist. Transp. Rev."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"103156","DOI":"10.1016\/j.tre.2023.103156","article-title":"A location-inventory-routing model for distributing emergency supplies","volume":"175","author":"Wang","year":"2023","journal-title":"Transp. Res. Part E Logist. Transp. Rev."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1016\/j.cie.2016.01.014","article-title":"An interactive approach for designing a robust disaster relief logistics network with perishable commodities","volume":"94","author":"Zahiri","year":"2016","journal-title":"Comput. Ind. Eng."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"133","DOI":"10.2507\/IJSIMM16(1)CO1","article-title":"Optimization and Simulation for Airport Emergency Inventory with Replacement","volume":"16","author":"Meng","year":"2017","journal-title":"Int. J. Simul. Model."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"875","DOI":"10.3390\/jtaer17030045","article-title":"New Practice of E-Commerce Platform: Evidence from Two Trade-In Programs","volume":"17","author":"Hu","year":"2022","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"47","DOI":"10.3233\/JIFS-17008","article-title":"Buyback contract of reverse supply chains with different risk attitudes under fuzzy demands","volume":"34","author":"Zhao","year":"2018","journal-title":"J. Intell. Fuzzy Syst."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"320","DOI":"10.1016\/j.jclepro.2018.12.154","article-title":"The sharing economy: A comprehensive business model framework","volume":"213","author":"Ritter","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"761","DOI":"10.1080\/0267257X.2021.1880465","article-title":"A typology of second-hand business models","volume":"37","author":"Hokkanen","year":"2021","journal-title":"J. Mark. Manag."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/j.indmarman.2017.08.021","article-title":"A strategic framework for a profitable business model in the sharing economy","volume":"69","author":"Kumar","year":"2018","journal-title":"Ind. Mark. Manag."},{"key":"ref_34","unstructured":"Statista (2024, March 14). Second-Hand E-Commerce\u2014Statistics & Facts. Available online: https:\/\/www.statista.com\/topics\/9448\/second-hand-e-commerce\/."},{"key":"ref_35","unstructured":"Statista (2024, March 14). Second-Hand E-Commerce in Europe\u2014Statistics & Facts. Available online: https:\/\/www.statista.com\/topics\/11496\/second-hand-e-commerce-in-europe\/."},{"key":"ref_36","unstructured":"Statista (2024, March 14). Most Popular Online Platforms for Second-Hand Purchases in the United States in 2022. Available online: https:\/\/www.statista.com\/statistics\/1271820\/second-hand-online-platforms-united-states\/."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"125608","DOI":"10.1016\/j.jclepro.2020.125608","article-title":"Operation strategy under additional service and refurbishing effort in online second-hand market","volume":"290","author":"Xu","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"1595","DOI":"10.1111\/poms.12885","article-title":"Marketplace, Reseller, or Hybrid: Strategic Analysis of an Emerging E-Commerce Model","volume":"27","author":"Tian","year":"2018","journal-title":"Prod. Oper. Manag."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"107133","DOI":"10.1016\/j.cie.2021.107133","article-title":"A literature review of blockchain technology applications in supply chains: A comprehensive analysis of themes, methodologies and industries","volume":"154","author":"Lim","year":"2021","journal-title":"Comput. Ind. Eng."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"150","DOI":"10.3390\/jtaer18010008","article-title":"Trustful Blockchain-Based Framework for Privacy Enabling Voting in a University","volume":"18","author":"Diaconita","year":"2023","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"121540","DOI":"10.1016\/j.techfore.2022.121540","article-title":"Blockchain application and collaborative innovation in the manufacturing industry: Based on the perspective of social trust","volume":"177","author":"Wan","year":"2022","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"3078","DOI":"10.3390\/jtaer16070168","article-title":"Blockchain Technology Adoption in Supply Chain Finance","volume":"16","author":"Rijanto","year":"2021","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"1320","DOI":"10.3390\/jtaer17040067","article-title":"Blockchain-Driven Optimal Strategies for Supply Chain Finance Based on a Tripartite Game Model","volume":"17","author":"Su","year":"2022","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_44","first-page":"100266","article-title":"A robust model for emergency supplies prepositioning and transportation considering road disruptions","volume":"10","author":"Yu","year":"2023","journal-title":"Oper. Res. Perspect."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1007\/s10479-022-04868-0","article-title":"Blockchain as the \u201ctrust-building machine\u201d for supply chain management","volume":"327","author":"Yavaprabhas","year":"2023","journal-title":"Ann. Oper. Res."},{"key":"ref_46","doi-asserted-by":"crossref","unstructured":"Manzoor, R., Sahay, B.S., and Singh, S.K. (2022). Blockchain technology in supply chain management: An organizational theoretic overview and research agenda. Ann. Oper. Res.","DOI":"10.1007\/s10479-022-05069-5"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"550","DOI":"10.1111\/jbl.12345","article-title":"Exploring blockchain for disaster prevention and relief: A comprehensive framework based on industry case studies","volume":"44","author":"Treiblmaier","year":"2023","journal-title":"J. Bus. Logist."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"3381","DOI":"10.1080\/00207543.2020.1722860","article-title":"Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting","volume":"58","author":"Dubey","year":"2020","journal-title":"Int. J. Prod. Res."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1007\/s10479-022-04753-w","article-title":"Learnings from COVID-19 for managing humanitarian supply chains: Systematic literature review and future research directions","volume":"335","author":"Kumar","year":"2022","journal-title":"Ann. Oper. Res."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"113999","DOI":"10.1016\/j.jbusres.2023.113999","article-title":"Reinforcing or weakening? The role of blockchain technology in the link between consumer trust and organic food adoption","volume":"164","author":"Li","year":"2023","journal-title":"J. Bus. Res."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"105912","DOI":"10.1016\/j.cor.2022.105912","article-title":"Study on the optimization of urban emergency supplies distribution paths for epidemic outbreaks","volume":"146","author":"Liu","year":"2022","journal-title":"Comput. Oper. Res."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"2142","DOI":"10.3390\/jtaer18040108","article-title":"Enhancing Traceability in Wine Supply Chains through Blockchain: A Stackelberg Game-Theoretical Analysis","volume":"18","author":"Kang","year":"2023","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"108038","DOI":"10.1016\/j.cie.2022.108038","article-title":"Procurement, traceability and advance cash credit payment transactions in supply chain using blockchain smart contracts","volume":"167","author":"Raj","year":"2022","journal-title":"Comput. Ind. Eng."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"10557","DOI":"10.1109\/TEM.2023.3286883","article-title":"On the Value of Smart Contract and Blockchain in Designing Fresh Product Supply Chains","volume":"71","author":"Zhu","year":"2023","journal-title":"IEEE Trans. Eng. Manag."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"1497","DOI":"10.1080\/00207543.2022.2039413","article-title":"Demonstration of a blockchain-based framework using smart contracts for supply chain collaboration","volume":"61","author":"Agrawal","year":"2023","journal-title":"Int. J. Prod. Res."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"107669","DOI":"10.1016\/j.cie.2021.107669","article-title":"Blockchain-based smart tracking and tracing platform for drug supply chain","volume":"161","author":"Liu","year":"2021","journal-title":"Comput. Ind. Eng."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"576","DOI":"10.1016\/j.jbusres.2022.05.041","article-title":"Antecedents of Blockchain-Enabled E-commerce Platforms (BEEP) adoption by customers-A study of second-hand small and medium apparel retailers","volume":"149","author":"Jain","year":"2022","journal-title":"J. Bus. Res."},{"key":"ref_58","doi-asserted-by":"crossref","unstructured":"Devrani, S., Ahuja, R., Goel, A., and Kharbanda, S.S. (2023, January 21\u201322). A Blockchain-Driven Framework for Issuance of NFT-Based Warranty to Customers on E-Commerce. Proceedings of the Multi-Disciplinary Trends in Artificial Intelligence: 16th International Conference, MIWAI 2023, Hyderabad, India.","DOI":"10.1007\/978-3-031-36402-0_24"},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1111\/itor.13324","article-title":"Subsidy strategy for reserving flexible capacity of emergency supply production","volume":"31","author":"Yang","year":"2024","journal-title":"Int. Trans. Oper. 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