{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T06:34:37Z","timestamp":1770964477111,"version":"3.50.1"},"reference-count":55,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2023,6,22]],"date-time":"2023-06-22T00:00:00Z","timestamp":1687392000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,6,22]],"date-time":"2023-06-22T00:00:00Z","timestamp":1687392000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["OR Spectrum"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1007\/s00291-023-00726-y","type":"journal-article","created":{"date-parts":[[2023,6,22]],"date-time":"2023-06-22T09:10:33Z","timestamp":1687425033000},"page":"1153-1195","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["A distributionally robust chance-constrained model for humanitarian relief network design"],"prefix":"10.1007","volume":"45","author":[{"given":"Zhenlong","family":"Jiang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5797-0153","authenticated-orcid":false,"given":"Ran","family":"Ji","sequence":"additional","affiliation":[]},{"given":"Zhijie Sasha","family":"Dong","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,6,22]]},"reference":[{"issue":"1","key":"726_CR1","doi-asserted-by":"crossref","first-page":"475","DOI":"10.1016\/j.ejor.2005.05.016","volume":"175","author":"N Altay","year":"2006","unstructured":"Altay N, Green WG III (2006) OR\/MS research in disaster operations management. Eur J Oper Res 175(1):475\u2013493","journal-title":"Eur J Oper Res"},{"issue":"8","key":"726_CR2","doi-asserted-by":"crossref","first-page":"847","DOI":"10.1080\/24725854.2018.1540900","volume":"51","author":"E Aslan","year":"2019","unstructured":"Aslan E, \u00c7elik M (2019) Pre-positioning of relief items under road\/facility vulnerability with concurrent restoration and relief transportation. IISE Trans 51(8):847\u2013868","journal-title":"IISE Trans"},{"key":"726_CR3","unstructured":"Avila L, Stewart S, Berg R, Hagen A (2020) National hurricane center tropical cyclone report: Hurricane dorian. Technical report, National Hurricane Center, Miami, Florida, https:\/\/www.nhc.noaa.gov\/data\/tcr\/AL052019_Dorian.pdf"},{"issue":"1","key":"726_CR4","doi-asserted-by":"crossref","first-page":"1001","DOI":"10.1007\/s10479-018-2806-2","volume":"283","author":"A Behl","year":"2019","unstructured":"Behl A, Dutta P (2019) Humanitarian supply chain management: a thematic literature review and future directions of research. Ann Oper Res 283(1):1001\u20131044","journal-title":"Ann Oper Res"},{"key":"726_CR5","unstructured":"Bertsekas DP (2009) Convex optimization theory (Athena Scientific Belmont)"},{"issue":"2","key":"726_CR6","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1287\/opre.1090.0712","volume":"58","author":"W Chen","year":"2010","unstructured":"Chen W, Sim M, Sun J, Teo CP (2010) From CVaR to uncertainty set: implications in joint chance-constrained optimization. Oper Res 58(2):470\u2013485","journal-title":"Oper Res"},{"key":"726_CR7","doi-asserted-by":"publisher","DOI":"10.1287\/opre.2022.2330","author":"Z Chen","year":"2022","unstructured":"Chen Z, Kuhn D, Wiesemann W (2022) Data-driven chance constrained programs over Wasserstein balls. Oper Res. https:\/\/doi.org\/10.1287\/opre.2022.2330","journal-title":"Oper Res"},{"key":"726_CR8","unstructured":"CRED (2020) Natural disasters 2019: Now is the time to not give up. Technical report, Centre for Research on the Epidemiology of Disasters (CRED), Brussels, Belgium, https:\/\/reliefweb.int\/report\/world\/natural-disasters-2019"},{"issue":"3","key":"726_CR9","doi-asserted-by":"crossref","first-page":"595","DOI":"10.1287\/opre.1090.0741","volume":"58","author":"E Delage","year":"2010","unstructured":"Delage E, Ye Y (2010) Distributionally robust optimization under moment uncertainty with application to data-driven problems. Oper Res 58(3):595\u2013612","journal-title":"Oper Res"},{"key":"726_CR10","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1016\/j.trb.2017.12.002","volume":"108","author":"\u00d6 El\u00e7i","year":"2018","unstructured":"El\u00e7i \u00d6, Noyan N (2018) A chance-constrained two-stage stochastic programming model for humanitarian relief network design. Transp Res Part B Methodol 108:55\u201383","journal-title":"Transp Res Part B Methodol"},{"key":"726_CR11","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1016\/j.cor.2018.03.011","volume":"96","author":"\u00d6 El\u00e7i","year":"2018","unstructured":"El\u00e7i \u00d6, Noyan N, B\u00fclb\u00fcl K (2018) Chance-constrained stochastic programming under variable reliability levels with an application to humanitarian relief network design. Comput Oper Res 96:91\u2013107","journal-title":"Comput Oper Res"},{"issue":"1\u20132","key":"726_CR12","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/s10107-017-1172-1","volume":"171","author":"PM Esfahani","year":"2018","unstructured":"Esfahani PM, Kuhn D (2018) Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations. Math Program 171(1\u20132):115\u2013166","journal-title":"Math Program"},{"issue":"1","key":"726_CR13","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/s10479-019-03506-6","volume":"319","author":"X Gao","year":"2019","unstructured":"Gao X (2019) A bi-level stochastic optimization model for multi-commodity rebalancing under uncertainty in disaster response. Ann Oper Res 319(1):115\u2013148","journal-title":"Ann Oper Res"},{"key":"726_CR14","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.tre.2014.12.002","volume":"75","author":"RA Garrido","year":"2015","unstructured":"Garrido RA, Lamas P, Pino FJ (2015) A stochastic programming approach for floods emergency logistics. Transp Res Part E Logistics Transp Rev 75:18\u201331","journal-title":"Transp Res Part E Logistics Transp Rev"},{"issue":"3","key":"726_CR15","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1287\/opre.2019.1924","volume":"68","author":"S Ghosal","year":"2020","unstructured":"Ghosal S, Wiesemann W (2020) The distributionally robust chance-constrained vehicle routing problem. Oper Res 68(3):716\u2013732","journal-title":"Oper Res"},{"issue":"2","key":"726_CR16","doi-asserted-by":"crossref","first-page":"557","DOI":"10.1007\/s10479-018-2880-5","volume":"284","author":"E Grass","year":"2020","unstructured":"Grass E, Fischer K, Rams A (2020) An accelerated l-shaped method for solving two-stage stochastic programs in disaster management. Ann Oper Res 284(2):557\u2013582","journal-title":"Ann Oper Res"},{"key":"726_CR17","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1007\/s10107-020-01605-y","volume":"196","author":"N Ho-Nguyen","year":"2021","unstructured":"Ho-Nguyen N, K\u0131l\u0131n\u00e7-Karzan F, K\u00fc\u00e7\u00fckyavuz S, Lee D (2021) Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity. Math Program 196:641","journal-title":"Math Program"},{"issue":"4","key":"726_CR18","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1080\/0740817X.2014.919044","volume":"47","author":"X Hong","year":"2015","unstructured":"Hong X, Lejeune MA, Noyan N (2015) Stochastic network design for disaster preparedness. IIE Trans 47(4):329\u2013357","journal-title":"IIE Trans"},{"issue":"24","key":"726_CR19","doi-asserted-by":"crossref","first-page":"7421","DOI":"10.1080\/00207543.2016.1191692","volume":"54","author":"C Hu","year":"2016","unstructured":"Hu C, Liu X, Hua Y (2016) A bi-objective robust model for emergency resource allocation under uncertainty. Int J Product Res 54(24):7421\u20137438","journal-title":"Int J Product Res"},{"key":"726_CR20","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1016\/j.omega.2018.10.011","volume":"83","author":"S Hu","year":"2019","unstructured":"Hu S, Dong ZS (2019) Supplier selection and pre-positioning strategy in humanitarian relief. Omega 83:287\u2013298","journal-title":"Omega"},{"key":"726_CR21","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1016\/j.trb.2019.03.014","volume":"123","author":"S Hu","year":"2019","unstructured":"Hu S, Han C, Dong ZS, Meng L (2019) A multi-stage stochastic programming model for relief distribution considering the state of road network. Transp Res Part B Methodol 123:64\u201387","journal-title":"Transp Res Part B Methodol"},{"issue":"2","key":"726_CR22","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1007\/BF01733120","volume":"12","author":"K Isii","year":"1960","unstructured":"Isii K et al (1960) The extrema of probability determined by generalized moments (i) bounded random variables. Ann Inst Statistical Math 12(2):119\u2013134","journal-title":"Ann Inst Statistical Math"},{"issue":"4","key":"726_CR23","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1007\/s10898-020-00966-0","volume":"79","author":"R Ji","year":"2021","unstructured":"Ji R, Lejeune MA (2021) Data-driven distributionally robust chance-constrained optimization with Wasserstein metric. J Global Optim 79(4):779\u2013811","journal-title":"J Global Optim"},{"issue":"3","key":"726_CR24","doi-asserted-by":"crossref","first-page":"1120","DOI":"10.1287\/ijoc.2020.1002","volume":"33","author":"R Ji","year":"2021","unstructured":"Ji R, Lejeune MA (2021) Data-driven optimization of reward-risk ratio measures. Informs J Comput 33(3):1120\u20131137","journal-title":"Informs J Comput"},{"issue":"1","key":"726_CR25","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1080\/14697688.2021.1993623","volume":"22","author":"R Ji","year":"2021","unstructured":"Ji R, Lejeune MA, Fan Z (2021) Distributionally robust portfolio optimization with linearized STARR performance measure. Quant Financ 22(1):113\u2013127","journal-title":"Quant Financ"},{"key":"726_CR26","first-page":"52","volume":"13","author":"LV Kantorovich","year":"1958","unstructured":"Kantorovich LV, Rubinshtein GG (1958) On a space of totally additive functions. Vestnik Leningradskogo Universitata 13:52\u201359","journal-title":"Vestnik Leningradskogo Universitata"},{"key":"726_CR27","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.trb.2018.11.012","volume":"119","author":"K Liu","year":"2019","unstructured":"Liu K, Li Q, Zhang ZH (2019) Distributionally robust optimization of an emergency medical service station location and sizing problem with joint chance constraints. Transp Res Part B Methodol 119:79\u2013101","journal-title":"Transp Res Part B Methodol"},{"key":"726_CR28","volume":"156","author":"K Liu","year":"2021","unstructured":"Liu K, Zhang H, Zhang ZH (2021) The efficiency, equity and effectiveness of location strategies in humanitarian logistics: a robust chance-constrained approach. Transp Res Part E Logistics Transp Rev 156:102521","journal-title":"Transp Res Part E Logistics Transp Rev"},{"issue":"1","key":"726_CR29","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1007\/s10479-017-2596-y","volume":"269","author":"M Mahootchi","year":"2018","unstructured":"Mahootchi M, Golmohammadi S (2018) Developing a new stochastic model considering bi-directional relations in a natural disaster: a possible earthquake in Tehran (the capital of Islamic Republic of Iran). Ann Oper Res 269(1):439\u2013473","journal-title":"Ann Oper Res"},{"key":"726_CR30","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1016\/j.ijdrr.2017.05.003","volume":"23","author":"A Mohamadi","year":"2017","unstructured":"Mohamadi A, Yaghoubi S (2017) A bi-objective stochastic model for emergency medical services network design with backup services for disasters under disruptions: an earthquake case study. Int J Disaster Risk Reduct 23:204\u2013217","journal-title":"Int J Disaster Risk Reduct"},{"issue":"9\u201310","key":"726_CR31","doi-asserted-by":"crossref","first-page":"5183","DOI":"10.1016\/j.apm.2015.10.022","volume":"40","author":"R Mohammadi","year":"2016","unstructured":"Mohammadi R, Ghomi SF, Jolai F (2016) Prepositioning emergency earthquake response supplies: A new multi-objective particle swarm optimization algorithm. Appl Math Modell 40(9\u201310):5183\u20135199","journal-title":"Appl Math Modell"},{"key":"726_CR32","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1016\/j.cor.2017.07.002","volume":"88","author":"H Nakao","year":"2017","unstructured":"Nakao H, Shen S, Chen Z (2017) Network design in scarce data environment using moment-based distributionally robust optimization. Comput Oper Res 88:44\u201357","journal-title":"Comput Oper Res"},{"issue":"1","key":"726_CR33","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1111\/poms.12789","volume":"27","author":"W Ni","year":"2018","unstructured":"Ni W, Shu J, Song M (2018) Location and emergency inventory pre-positioning for disaster response operations: min-max robust model and a case study of yushu earthquake. Product Oper Manag 27(1):160\u2013183","journal-title":"Product Oper Manag"},{"key":"726_CR34","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1007\/s10107-019-01373-4","volume":"191","author":"N Noyan","year":"2019","unstructured":"Noyan N, Merakl\u0131 M, K\u00fc\u00e7\u00fckyavuz S (2019) Two-stage stochastic programming under multivariate risk constraints with an application to humanitarian relief network design. Math Program 191:7\u201345","journal-title":"Math Program"},{"key":"726_CR35","unstructured":"Rahimian H, Mehrotra S (2019) Distributionally robust optimization: a review. arXiv preprint arXiv:1908.05659"},{"issue":"4","key":"726_CR36","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1016\/j.trb.2009.08.003","volume":"44","author":"CG Rawls","year":"2010","unstructured":"Rawls CG, Turnquist MA (2010) Pre-positioning of emergency supplies for disaster response. Transp Res Part B Methodo 44(4):521\u2013534","journal-title":"Transp Res Part B Methodo"},{"key":"726_CR37","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.tre.2013.12.006","volume":"62","author":"SJ Rennemo","year":"2014","unstructured":"Rennemo SJ, R\u00f8 KF, Hvattum LM, Tirado G (2014) A three-stage stochastic facility routing model for disaster response planning. Transp Res Part E Logistics Transp Rev 62:116\u2013135","journal-title":"Transp Res Part E Logistics Transp Rev"},{"issue":"1","key":"726_CR38","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ejor.2019.06.029","volume":"284","author":"M Sabbaghtorkan","year":"2020","unstructured":"Sabbaghtorkan M, Batta R, He Q (2020) Prepositioning of assets and supplies in disaster operations management: review and research gap identification. Eur J Oper Res 284(1):1\u201319","journal-title":"Eur J Oper Res"},{"issue":"3","key":"726_CR39","doi-asserted-by":"crossref","first-page":"995","DOI":"10.1016\/j.ejor.2020.09.026","volume":"291","author":"A Saif","year":"2021","unstructured":"Saif A, Delage E (2021) Data-driven distributionally robust capacitated facility location problem. Eur J Oper Res 291(3):995\u20131007","journal-title":"Eur J Oper Res"},{"key":"726_CR40","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1016\/j.trb.2021.01.005","volume":"145","author":"E Sanci","year":"2021","unstructured":"Sanci E, Daskin MS (2021) An integer l-shaped algorithm for the integrated location and network restoration problem in disaster relief. Transp Res Part B Methodol 145:152\u2013184","journal-title":"Transp Res Part B Methodol"},{"key":"726_CR41","unstructured":"Shehadeh KS, Tucker EL (2020) A distributionally robust optimization approach for location and inventory prepositioning of disaster relief supplies. arXiv preprint arXiv:2012.05387"},{"issue":"10","key":"726_CR42","doi-asserted-by":"crossref","first-page":"1122","DOI":"10.1080\/24725854.2020.1725692","volume":"52","author":"GA Velasquez","year":"2020","unstructured":"Velasquez GA, Mayorga ME, \u00d6zalt\u0131n OY (2020) Prepositioning disaster relief supplies using robust optimization. IISE Trans 52(10):1122\u20131140","journal-title":"IISE Trans"},{"key":"726_CR43","volume":"134","author":"C Wang","year":"2020","unstructured":"Wang C, Chen S (2020) A distributionally robust optimization for blood supply network considering disasters. Transp Res Part E Logistics Transp Rev 134:101840","journal-title":"Transp Res Part E Logistics Transp Rev"},{"issue":"8","key":"726_CR44","doi-asserted-by":"crossref","first-page":"910","DOI":"10.1080\/24725854.2019.1589657","volume":"51","author":"Q Wang","year":"2019","unstructured":"Wang Q, Nie X (2019) A stochastic programming model for emergency supply planning considering traffic congestion. IISE Trans 51(8):910\u2013920","journal-title":"IISE Trans"},{"key":"726_CR45","volume":"149","author":"W Wang","year":"2021","unstructured":"Wang W, Yang K, Yang L, Gao Z (2021) Two-stage distributionally robust programming based on worst-case mean-CVaR criterion and application to disaster relief management. Transp Res Part E Logistics Transp Rev 149:102332","journal-title":"Transp Res Part E Logistics Transp Rev"},{"key":"726_CR46","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/s10107-019-01445-5","volume":"186","author":"W Xie","year":"2019","unstructured":"Xie W (2019) On distributionally robust chance constrained programs with Wasserstein distance. Math Program 186:115\u2013155","journal-title":"Math Program"},{"issue":"1","key":"726_CR47","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1007\/s10107-019-01442-8","volume":"191","author":"W Xie","year":"2019","unstructured":"Xie W, Ahmed S, Jiang R (2019) Optimized Bonferroni approximations of distributionally robust joint chance constraints. Math Program 191(1):79\u2013112","journal-title":"Math Program"},{"issue":"7","key":"726_CR48","doi-asserted-by":"crossref","first-page":"871","DOI":"10.1002\/nav.21981","volume":"68","author":"J Zhang","year":"2021","unstructured":"Zhang J, Liu Y, Yu G, Shen ZJ (2021) Robustifying humanitarian relief systems against travel time uncertainty. Naval Res Logistics (NRL) 68(7):871\u2013885","journal-title":"Naval Res Logistics (NRL)"},{"issue":"4","key":"726_CR49","doi-asserted-by":"crossref","first-page":"2749","DOI":"10.1007\/s00500-019-04362-z","volume":"24","author":"P Zhang","year":"2020","unstructured":"Zhang P, Liu Y, Yang G, Zhang G (2020) A distributionally robust optimization model for designing humanitarian relief network with resource reallocation. Soft Comput 24(4):2749\u20132767","journal-title":"Soft Comput"},{"key":"726_CR50","doi-asserted-by":"crossref","first-page":"689","DOI":"10.1007\/s10479-020-03813-3","volume":"309","author":"P Zhang","year":"2020","unstructured":"Zhang P, Liu Y, Yang G, Zhang G (2020) A multi-objective distributionally robust model for sustainable last mile relief network design problem. Ann Oper Res 309:689\u2013730","journal-title":"Ann Oper Res"},{"issue":"12","key":"726_CR51","doi-asserted-by":"crossref","first-page":"2116","DOI":"10.1111\/poms.12602","volume":"25","author":"Y Zhang","year":"2016","unstructured":"Zhang Y, Shen ZJM, Song S (2016) Distributionally robust optimization of two-stage lot-sizing problems. Product Oper Manag 25(12):2116\u20132131","journal-title":"Product Oper Manag"},{"key":"726_CR52","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1016\/j.trb.2017.04.006","volume":"104","author":"Y Zhang","year":"2017","unstructured":"Zhang Y, Shen ZJM, Song S (2017) Lagrangian relaxation for the reliable shortest path problem with correlated link travel times. Transp Res Part B Methodol 104:501\u2013521","journal-title":"Transp Res Part B Methodol"},{"key":"726_CR53","doi-asserted-by":"crossref","DOI":"10.1016\/j.tre.2020.102015","volume":"141","author":"S Zhong","year":"2020","unstructured":"Zhong S, Cheng R, Jiang Y, Wang Z, Larsen A, Nielsen OA (2020) Risk-averse optimization of disaster relief facility location and vehicle routing under stochastic demand. Transp Res Part E Logistics Transp Rev 141:102015","journal-title":"Transp Res Part E Logistics Transp Rev"},{"issue":"17\u201318","key":"726_CR54","doi-asserted-by":"crossref","first-page":"7996","DOI":"10.1016\/j.apm.2016.04.005","volume":"40","author":"S Zokaee","year":"2016","unstructured":"Zokaee S, Bozorgi-Amiri A, Sadjadi SJ (2016) A robust optimization model for humanitarian relief chain design under uncertainty. Appl Math Modell 40(17\u201318):7996\u20138016","journal-title":"Appl Math Modell"},{"issue":"1\u20132","key":"726_CR55","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1007\/s10107-011-0494-7","volume":"137","author":"S Zymler","year":"2013","unstructured":"Zymler S, Kuhn D, Rustem B (2013) Distributionally robust joint chance constraints with second-order moment information. Math Program 137(1\u20132):167\u2013198","journal-title":"Math Program"}],"container-title":["OR Spectrum"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00291-023-00726-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00291-023-00726-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00291-023-00726-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,14]],"date-time":"2023-11-14T11:03:15Z","timestamp":1699959795000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00291-023-00726-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,22]]},"references-count":55,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,12]]}},"alternative-id":["726"],"URL":"https:\/\/doi.org\/10.1007\/s00291-023-00726-y","relation":{},"ISSN":["0171-6468","1436-6304"],"issn-type":[{"value":"0171-6468","type":"print"},{"value":"1436-6304","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,22]]},"assertion":[{"value":"22 July 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 June 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 June 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"All authors certify that they have no affiliations with or involvement in any organization or entity with any financial interest or non-financial interest in the subject matter or materials discussed in this manuscript.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}