{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,27]],"date-time":"2025-12-27T10:09:51Z","timestamp":1766830191327,"version":"build-2065373602"},"reference-count":55,"publisher":"MDPI AG","issue":"6","license":[{"start":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T00:00:00Z","timestamp":1747958400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72272089","tsqn202312191","01040085214"],"award-info":[{"award-number":["72272089","tsqn202312191","01040085214"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Special Fund of Taishan Scholars Project","award":["72272089","tsqn202312191","01040085214"],"award-info":[{"award-number":["72272089","tsqn202312191","01040085214"]}]},{"name":"Elite Program of Shandong University of Science and Technology","award":["72272089","tsqn202312191","01040085214"],"award-info":[{"award-number":["72272089","tsqn202312191","01040085214"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>Traditional downstream-initiated accounts receivable financing (TF) is often constrained in assisting immediate upstream suppliers. Conversely, blockchain-enabled accounts receivable financing (BF) offers an efficient solution for deep-tier suppliers to bridge capital gaps and ensure smooth production processes. This study constructs a three-level supply chain model comprising a capital-constrained tier-2 supplier, a similarly constrained tier-1 supplier, and an established retailer. To alleviate financial strain among suppliers, we analyze and compare two financing mechanisms: TF and BF. The investigation explores the effects of blockchain adoption and the time value of capital on a multi-tier supply chain. Our findings indicate that while BF typically features a lower interest rate than TF, it may still perform less favorably under certain conditions. Specifically, when the time value of capital for the tier-1 supplier is sufficiently high, the profitability of all supply chain members under BF falls short of that achieved through TF. In other words, adopting blockchain is not universally the best strategy for multilevel supply chains. Additionally, we delineate the impacts of the accounting period and financing rates on the optimal choice of financing model. These insights provide substantial evidence and managerial guidance regarding the appropriate circumstances for blockchain adoption and its interplay with accounts receivable financing.<\/jats:p>","DOI":"10.3390\/systems13060404","type":"journal-article","created":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T09:58:09Z","timestamp":1747994289000},"page":"404","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Comparative Study on Traditional vs. Blockchain Financing for Deep-Tier Suppliers Considering the Time Value of Capital"],"prefix":"10.3390","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9113-6135","authenticated-orcid":false,"given":"Lu","family":"Liu","sequence":"first","affiliation":[{"name":"College of Economics and Management, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanshuo","family":"Du","sequence":"additional","affiliation":[{"name":"College of Economics and Management, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weijie","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Economics and Management, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuwei","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Economics and Management, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2025,5,23]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"2307","DOI":"10.1111\/poms.13225","article-title":"Buyer financing in pull supply chains: Zero-interest early payment or in-house factoring?","volume":"29","author":"Chen","year":"2020","journal-title":"Prod. Oper. Manag."},{"key":"ref_2","first-page":"2021","article-title":"Blockchain-enabled deep-tier supply chain finance","volume":"25","author":"Dong","year":"2023","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_3","unstructured":"(2019, October 16). Small and Medium Enterprises (SMEs) Finance. Available online: https:\/\/www.worldbank.org\/en\/topic\/smefinance."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"2102","DOI":"10.1111\/poms.13357","article-title":"Financing an agricultural supply chain with a capital-constrained smallholder farmer in developing economies","volume":"30","author":"Yi","year":"2021","journal-title":"Prod. Oper. Manag."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1016\/j.ejor.2019.10.046","article-title":"Strategic dual-channel pricing games with e-retailer finance","volume":"283","author":"Yan","year":"2020","journal-title":"Eur. J. Oper. Res."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"108149","DOI":"10.1016\/j.ijpe.2021.108149","article-title":"Supplier\u2019s capacity investment strategy with factoring finance","volume":"238","author":"Yan","year":"2021","journal-title":"Int. J. Prod. Econ."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"3564","DOI":"10.1080\/00207543.2021.2001601","article-title":"Optimal strategies for financing a three-level supply chain through blockchain platform finance","volume":"61","author":"Liu","year":"2023","journal-title":"Int. J. Prod. Res."},{"key":"ref_8","unstructured":"(2021, February 01). Supply-Chain Financing for U. S. Mid Marker Will Benefit Economy. Available online: https:\/\/www.supplychainbrain.com\/articles\/32605-supply-chain-financing-for-us-mid-market-will-benefit-economy."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1518","DOI":"10.1287\/mnsc.2022.4440","article-title":"Impact of traceability technology adoption in food supply chain net-works","volume":"69","author":"Dong","year":"2023","journal-title":"Manag. Sci."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"2522","DOI":"10.1080\/00207543.2023.2218947","article-title":"How to effectively use distributed ledger technology in supply chain management?","volume":"62","author":"Herbe","year":"2024","journal-title":"Int. J. Prod. Res."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"1279","DOI":"10.1016\/j.ejor.2022.05.013","article-title":"Financing and operating strategies for blockchain technology-driven accounts receivable chains","volume":"304","author":"Wang","year":"2023","journal-title":"Eur. J. Oper. Res."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1007\/s10479-024-06320-x","article-title":"Blockchain-enabled supply chain finance model: A study of the dual-channel closed-loop supply chain of electronic products","volume":"343","author":"Chen","year":"2024","journal-title":"Ann. Oper. Res."},{"key":"ref_13","unstructured":"(2017, July 04). Blockchain Technology: Use Cases, Statistics, Benefits, Startups & Events. Available online: https:\/\/apiumhub.com\/tech-blog-barcelona\/blockchain-technology."},{"key":"ref_14","unstructured":"(2020, February 21). China Sees More Banks Using Blockchain Platform: Central Bank. Available online: http:\/\/www.xinhuanet.com\/english\/2020-02\/21\/c_138806484.html."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"878","DOI":"10.1111\/poms.12954","article-title":"The impact of working capital financing costs on the efficiency of trade credit","volume":"28","author":"Devalkar","year":"2019","journal-title":"Prod. Oper. Manag."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"3667","DOI":"10.1287\/mnsc.2017.2799","article-title":"Trade credit, risk sharing, and inventory financing portfolios","volume":"64","author":"Yang","year":"2018","journal-title":"Manag. Sci."},{"key":"ref_17","unstructured":"(2020, March 30). National Bureau of Statistics of China, Available online: http:\/\/www.stats.gov.cn\/english\/PressRelease\/202003\/t20200330_1735482.html."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/s10479-022-04549-y","article-title":"Dynamic discounting program of supply chain finance based on a financial information matching platform","volume":"331","author":"Hua","year":"2023","journal-title":"Ann. Oper. Res."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1016\/j.jclepro.2018.08.347","article-title":"The impact of financing mechanism on supply chain sustainability and efficiency","volume":"205","author":"Zhan","year":"2018","journal-title":"J. Clean. Prod."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1016\/j.ijpe.2019.04.040","article-title":"Collect payment early, late, or through a third party\u2019s reverse factoring in a supply chain","volume":"218","author":"Wu","year":"2019","journal-title":"Int. J. Prod. Econ."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1287","DOI":"10.1287\/opre.2018.1727","article-title":"Purchase order financing: Credit, commitment, and supply chain consequences","volume":"66","author":"Reindorp","year":"2018","journal-title":"Oper. Res."},{"key":"ref_22","first-page":"2038","article-title":"Dynamic trade finance in the presence of information frictions and fintech","volume":"25","author":"Lee","year":"2023","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1016\/j.ejor.2022.05.051","article-title":"Buyer guarantee and bailout in supplier finance with bankruptcy cost","volume":"305","author":"Li","year":"2023","journal-title":"Eur. J. Oper. Res."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1287\/msom.2017.0638","article-title":"Sourcing from suppliers with financial constraints and performance risk","volume":"20","author":"Tang","year":"2018","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1287\/msom.2017.0677","article-title":"Financing multiple heterogeneous suppliers in assembly syste-ms: Buyer finance vs. bank finance","volume":"20","author":"Deng","year":"2018","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1287\/msom.2017.0669","article-title":"Who should finance the supply chain? Impact of credit ratings on supply chain decisions","volume":"20","author":"Kouvelis","year":"2018","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"435","DOI":"10.1287\/msom.2017.0667","article-title":"The cash flow advantages of 3PLs as supply chain orchestrators","volume":"21","author":"Chen","year":"2019","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/j.omega.2018.10.019","article-title":"Managing supplier financial distress with advance payment discount and purchase order financing","volume":"88","author":"Zhao","year":"2019","journal-title":"Omega"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"528","DOI":"10.1287\/msom.2018.0754","article-title":"Retailer-direct financing contracts under consignment","volume":"22","author":"Gupta","year":"2020","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"6071","DOI":"10.1287\/mnsc.2020.3788","article-title":"A supply chain theory of factoring and reverse factoring","volume":"67","author":"Kouvelis","year":"2021","journal-title":"Manag. Sci."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"108039","DOI":"10.1016\/j.ijpe.2021.108039","article-title":"Integrating sourcing and financing strategies in multi-tier supply chain management","volume":"234","author":"Yoo","year":"2021","journal-title":"Int. J. Prod. Econ."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"2822","DOI":"10.1111\/poms.13718","article-title":"Capital structure and supply chain capacity investment","volume":"31","author":"Hu","year":"2022","journal-title":"Prod. Oper. Manag."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1016\/j.ejor.2022.07.032","article-title":"Optimal selection of supply chain financing programmes for a financially distressed manufacturer","volume":"306","author":"Jena","year":"2023","journal-title":"Eur. J. Oper. Res."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"864","DOI":"10.1111\/poms.13348","article-title":"Blockchain adoption for combating deceptive counterfeits","volume":"30","author":"Pun","year":"2021","journal-title":"Prod. Oper. Manag."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1016\/j.trb.2021.05.010","article-title":"Blockchain technology for port logistics capability: Exclusive or sharing","volume":"149","author":"Wang","year":"2021","journal-title":"Transp. Res. Part B Methodol."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"1965","DOI":"10.1111\/poms.13356","article-title":"Blockchain-enabled data sharing in supply chains: Model, operationalization, and tutorial","volume":"30","author":"Wang","year":"2021","journal-title":"Prod. Oper. Manag."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1111\/poms.13456","article-title":"Combating copycats in the supply chain with permissioned blockchain technology","volume":"31","author":"Shen","year":"2022","journal-title":"Prod. Oper. Manag."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"1393","DOI":"10.1111\/poms.13657","article-title":"Implications of blockchain-powered marketplace of preowned virtual goods","volume":"33","author":"Tan","year":"2024","journal-title":"Prod. Oper. Manag."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"3415","DOI":"10.1287\/mnsc.2022.4532","article-title":"Economics of permissioned blockchain adoption","volume":"69","author":"Iyengar","year":"2023","journal-title":"Manag. Sci."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"2107","DOI":"10.1111\/poms.13666","article-title":"E-commerce supply chains with considerations of cyber-security: Should governments play a role?","volume":"31","author":"Luo","year":"2022","journal-title":"Prod. Oper. Manag."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"102747","DOI":"10.1016\/j.omega.2022.102747","article-title":"The impacts of blockchain adoption on a dual-channel supply chain with risk-averse members","volume":"114","author":"Zhang","year":"2023","journal-title":"Omega"},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"4378","DOI":"10.1287\/mnsc.2019.3434","article-title":"On the financing benefits of supply chain transparency and blockchain adoption","volume":"66","author":"Chod","year":"2020","journal-title":"Manag. Sci."},{"key":"ref_43","first-page":"2056","article-title":"The value of smart contract in trade finance","volume":"25","author":"Wang","year":"2023","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"1494","DOI":"10.1016\/j.jclepro.2018.07.004","article-title":"Fuzzy multicycle manufacturing\/remanufacturing production decisionns considering inflation and the time value of money","volume":"198","author":"Chen","year":"2018","journal-title":"J. Clean. Prod."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1016\/j.tre.2018.04.008","article-title":"Bi-level credit period coordination for periodic review inventory system with price-credit dependent demand under time value of money","volume":"114","author":"Johari","year":"2018","journal-title":"Transp. Res. Part E Logist. Transp. Rev."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1287\/msom.2018.0741","article-title":"Modeling payment timing in multiechelon inventory systems with applications to supply chain coordination","volume":"22","author":"Tong","year":"2020","journal-title":"Manuf. Serv. Oper. Manag."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"1368","DOI":"10.1287\/isre.2022.1157","article-title":"Overcoming the coordination problem in new marketplaces via crypt-ographic tokens","volume":"33","author":"Bakos","year":"2022","journal-title":"Inf. Syst. Res."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"5910","DOI":"10.1016\/j.apm.2014.04.040","article-title":"Economic order quantity under advance payment","volume":"38","author":"Zhang","year":"2014","journal-title":"Appl. Math. Model."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1016\/j.ejor.2019.04.033","article-title":"Optimal pricing, lot-sizing and backordering decisions when a seller demands an advance-cash-credit payment scheme","volume":"278","author":"Li","year":"2019","journal-title":"Eur. J. Oper. Res."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"1115","DOI":"10.1111\/poms.13597","article-title":"Financing disruptive suppliers: Payment advance, timeline, and discount rate","volume":"31","author":"Huang","year":"2022","journal-title":"Prod. Ion Oper. Manag."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1080\/00207543.2021.1982153","article-title":"A study on green supply chain under capital constraint considering time-varying salvage value","volume":"60","author":"Wu","year":"2022","journal-title":"Int. J. Prod. Res."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"108457","DOI":"10.1016\/j.ijpe.2022.108457","article-title":"The impact of buyback support on financing strategies for a capital-constrained supplier","volume":"248","author":"Wu","year":"2022","journal-title":"Int. J. Prod. Econ."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"108591","DOI":"10.1016\/j.ijpe.2022.108591","article-title":"Pricing, financing and channel structure for capital-constrained dual-channel supply chains with product heterogeneity","volume":"253","author":"Sun","year":"2022","journal-title":"Int. J. Prod. Econ."},{"key":"ref_54","doi-asserted-by":"crossref","unstructured":"Wang, C., Chen, X., Xu, X., and Jin, W. (2024). The impact of blockchain technology on equilibrium financing guarantee strategy in a three-tier supply chain. Annals of Operations Research, Springer.","DOI":"10.1007\/s10479-024-06400-y"},{"key":"ref_55","unstructured":"(2025, January 06). JD Group: Building a Cross-Border Digital and Intelligent Supply Chain Network. Available online: https:\/\/www.financialnews.com.cn\/2025-01\/06\/content_415974.html."}],"container-title":["Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2079-8954\/13\/6\/404\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T17:39:09Z","timestamp":1760031549000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2079-8954\/13\/6\/404"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,23]]},"references-count":55,"journal-issue":{"issue":"6","published-online":{"date-parts":[[2025,6]]}},"alternative-id":["systems13060404"],"URL":"https:\/\/doi.org\/10.3390\/systems13060404","relation":{},"ISSN":["2079-8954"],"issn-type":[{"type":"electronic","value":"2079-8954"}],"subject":[],"published":{"date-parts":[[2025,5,23]]}}}