{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T14:26:25Z","timestamp":1774448785591,"version":"3.50.1"},"reference-count":83,"publisher":"Informa UK Limited","issue":"1","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Simulation"],"published-print":{"date-parts":[[2023,1,2]]},"DOI":"10.1080\/17477778.2021.1931500","type":"journal-article","created":{"date-parts":[[2021,5,31]],"date-time":"2021-05-31T11:36:24Z","timestamp":1622460984000},"page":"32-57","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":19,"title":["A hybrid simulation approach applied in sustainability performance assessment in make-to-order supply chains: The case of a commercial aircraft manufacturer"],"prefix":"10.1080","volume":"17","author":[{"given":"C\u00e1tia","family":"Barbosa","sequence":"first","affiliation":[{"name":"Faculdade De Engenharia, University of Porto, Porto, Portugal"},{"name":"INESC TEC, Campus Da FEUP, Porto, Portugal"}]},{"given":"Carlos","family":"Malarranha","sequence":"additional","affiliation":[{"name":"Centro De Estudos De Gestao, IST, Universidade De Lisboa, Lisboa, Portugal"}]},{"given":"Am\u00e9rico","family":"Azevedo","sequence":"additional","affiliation":[{"name":"Faculdade De Engenharia, University of Porto, Porto, Portugal"},{"name":"INESC TEC, Campus Da FEUP, Porto, Portugal"}]},{"given":"Ana","family":"Carvalho","sequence":"additional","affiliation":[{"name":"Centro De Estudos De Gestao, IST, Universidade De Lisboa, Lisboa, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6594-9653","authenticated-orcid":false,"given":"Ana","family":"Barbosa-P\u00f3voa","sequence":"additional","affiliation":[{"name":"Centro De Estudos De Gestao, IST, Universidade De Lisboa, Lisboa, Portugal"}]}],"member":"301","published-online":{"date-parts":[[2021,5,31]]},"reference":[{"key":"cit0001","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2015.01.455"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1533\/9780857096258"},{"key":"cit0003","doi-asserted-by":"publisher","DOI":"10.1108\/IJOPM-12-2012-0567"},{"key":"cit0004","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2016.07.002"},{"key":"cit0005","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2017.1421788"},{"key":"cit0006","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2018.1543970"},{"key":"cit0007","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2017.10.036"},{"key":"cit0008","doi-asserted-by":"publisher","DOI":"10.1108\/01443579910249714"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2016.12.015"},{"key":"cit0010","first-page":"25","volume-title":"Proceedings of the 22nd international conference of the system dynamics society","volume":"22","author":"Borshchev A.","year":"2004"},{"key":"cit0011","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07767-3_13"},{"key":"cit0012","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2013.09.032"},{"key":"cit0013","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-015-1853-1"},{"key":"cit0014","doi-asserted-by":"publisher","DOI":"10.1057\/jos.2010.18"},{"key":"cit0015","unstructured":"Captain, T. & Hussain, A. (2017). 2017 Global aerospace and defense sector outlook, Washington, D.C.: Deloitte, https:\/\/www2.deloitte.com\/content\/dam\/Deloitte\/global\/Documents\/Manufacturing\/2017-global-ad-outlook-january.pdf"},{"key":"cit0016","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2009.09.001"},{"key":"cit0017","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-10270-1_15"},{"key":"cit0018","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2014.886787"},{"key":"cit0019","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2013.834478"},{"key":"cit0020","unstructured":"Deloitte (2021). Report: 2021 aerospace and defense industry outlook. Deloitte. https:\/\/www2.deloitte.com\/us\/en\/pages\/manufacturing\/articles\/global-aerospace-and-defense-industry-outlook.html"},{"key":"cit0021","doi-asserted-by":"crossref","unstructured":"Dooley, K. (2002). Simulation research methods. Companion to organisations, 829\u2013848.","DOI":"10.1002\/9781405164061.ch36"},{"key":"cit0022","doi-asserted-by":"publisher","DOI":"10.1080\/00207540903175145"},{"key":"cit0023","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.03.086"},{"key":"cit0024","unstructured":"Glazner, D. (2009). Understanding enterprise behavior using hybrid simulation of enterprise architecture. Doctoral thesis, Massachusetts Institute of Technology."},{"key":"cit0025","unstructured":"GRI. (2018). Specific standard disclosures.Global Sustainability Standards Board (GSSB). Accessed 15th May. https:\/\/g4.globalreporting.org\/specific-standard-disclosures\/Pages\/default.aspx"},{"key":"cit0026","doi-asserted-by":"publisher","DOI":"10.1504\/IJSEM.2010.033366"},{"key":"cit0027","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2012.01.042"},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2011.6147983"},{"key":"cit0029","doi-asserted-by":"publisher","DOI":"10.1080\/00207540010001019"},{"key":"cit0030","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-5273(99)00026-2"},{"key":"cit0031","doi-asserted-by":"publisher","DOI":"10.1108\/02635570910926573"},{"key":"cit0032","doi-asserted-by":"publisher","DOI":"10.1109\/ICIII.2013.6703542"},{"key":"cit0033","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2009.06.004"},{"key":"cit0034","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2013.03.015"},{"key":"cit0035","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2012.6465242"},{"key":"cit0036","first-page":"274","volume-title":"ESM 2012\u20132012 European Simulation and Modelling Conference: Modelling and Simulation 2012, Essen, Germany.","author":"Jovanoski B. D.","year":"2012"},{"key":"cit0037","first-page":"1","volume-title":"Proceedings of the 27th annual system dynamics society conference","volume":"301","author":"Kibira D.","year":"2009"},{"key":"cit0038","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(94)00016-6"},{"key":"cit0039","doi-asserted-by":"publisher","DOI":"10.1108\/IMDS-12-2014-0373"},{"key":"cit0040","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.04.039"},{"key":"cit0041","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2012.03.032"},{"key":"cit0042","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2012.03.025"},{"key":"cit0043","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2012.10.054"},{"key":"cit0044","first-page":"165","volume-title":"Composite materials engineering","volume":"2","author":"Liu Q.","year":"2018"},{"key":"cit0045","unstructured":"Losada, P., Aaronson, M., Brimmer, A., Hangai, Y. & Rein, J. (2020). The sustainability opportunity for aerospace. BCG reporting"},{"key":"cit0046","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1099-1727(200021)16:1<3::AID-SDR183>3.0.CO;2-5"},{"key":"cit0047","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2016.11.005"},{"key":"cit0048","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2018.03.142"},{"key":"cit0049","doi-asserted-by":"publisher","DOI":"10.1108\/17410380510576796"},{"key":"cit0050","unstructured":"Marques, A. (2018). Sustainable Alternatives for Logistics in Aerospace. Master thesis, Instituto Superior T\u00e9cnico."},{"key":"cit0051","first-page":"1","author":"Martinez-Moyano I. J.","year":"2007","journal-title":"System Dynamics"},{"key":"cit0052","doi-asserted-by":"publisher","DOI":"10.1109\/LOGISTIQUA.2011.5939411"},{"key":"cit0053","doi-asserted-by":"publisher","DOI":"10.1080\/19397038.2016.1220990"},{"key":"cit0054","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2014.07.052"},{"key":"cit0055","doi-asserted-by":"publisher","DOI":"10.1016\/j.omega.2017.05.006"},{"key":"cit0056","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2007.09.007"},{"key":"cit0057","unstructured":"Petrosius, J. (2018). 2018 - Year of aviation strikes. Causes, Effect and Predictions. accessed in February 2021, AeroTime Hub. https:\/\/www.aerotime.aero\/22201-2018-year-of-aviation-strikes-causes-effect-and-predictions-1"},{"key":"cit0058","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2018.01.142"},{"key":"cit0059","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2006.05.011"},{"key":"cit0060","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2014.880807"},{"issue":"2","key":"cit0061","first-page":"5","volume":"1","author":"Robinson S.","year":"2004","journal-title":"John Willey and Sons. Inc. Cap"},{"key":"cit0062","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2007.10.009"},{"key":"cit0063","unstructured":"Santos, D. (2017). Caracteriza\u00e7\u00e3o e Otimiza\u00e7\u00e3o da Cadeia de Abastecimento Aeron\u00e1utica. Master thesis, Instituto Superior T\u00e9cnico."},{"key":"cit0064","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2010.5679166"},{"key":"cit0065","doi-asserted-by":"publisher","DOI":"10.1057\/jos.2012.20"},{"key":"cit0066","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2014.11.007"},{"key":"cit0067","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2003.1174226"},{"key":"cit0068","doi-asserted-by":"publisher","DOI":"10.1201\/b10386"},{"key":"cit0069","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690490802"},{"key":"cit0070","doi-asserted-by":"publisher","DOI":"10.1108\/09574091011042214"},{"key":"cit0071","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2009.01.001"},{"key":"cit0072","volume-title":"Business dynamics: Systems thinking and modeling for a complex world","author":"Sterman J. D.","year":"2000"},{"key":"cit0073","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2011.09.002"},{"key":"cit0074","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2017.8247810"},{"key":"cit0075","doi-asserted-by":"publisher","DOI":"10.1080\/16258312.2009.11517219"},{"key":"cit0076","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2007.02.018"},{"key":"cit0077","doi-asserted-by":"publisher","DOI":"10.1002\/tqem.20101"},{"key":"cit0078","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2014.939239"},{"key":"cit0079","doi-asserted-by":"publisher","DOI":"10.4236\/ajibm.2013.31012"},{"key":"cit0080","volume-title":"Paper presented at the IFIP International Federation for Information Processing","author":"Umeda S.","year":"2007"},{"key":"cit0081","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2013.12.016"},{"key":"cit0082","doi-asserted-by":"publisher","DOI":"10.1108\/09600039810247524"},{"key":"cit0083","doi-asserted-by":"publisher","DOI":"10.1080\/09537280902938597"}],"container-title":["Journal of Simulation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/17477778.2021.1931500","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,9]],"date-time":"2023-02-09T13:17:31Z","timestamp":1675948651000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/17477778.2021.1931500"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,31]]},"references-count":83,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2023,1,2]]}},"alternative-id":["10.1080\/17477778.2021.1931500"],"URL":"https:\/\/doi.org\/10.1080\/17477778.2021.1931500","relation":{},"ISSN":["1747-7778","1747-7786"],"issn-type":[{"value":"1747-7778","type":"print"},{"value":"1747-7786","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5,31]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjsm20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjsm20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2020-11-25","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-05-10","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-05-31","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}