{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T14:32:11Z","timestamp":1774362731122,"version":"3.50.1"},"reference-count":91,"publisher":"Informa UK Limited","issue":"5","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of the Operational Research Society"],"published-print":{"date-parts":[[2023,5,4]]},"DOI":"10.1080\/01605682.2022.2077661","type":"journal-article","created":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T11:25:02Z","timestamp":1654082702000},"page":"1242-1260","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":19,"title":["A simulation-based logistics assessment framework in global pharmaceutical supply chain networks"],"prefix":"10.1080","volume":"74","author":[{"given":"Rafael","family":"Diaz","sequence":"first","affiliation":[{"name":"Virginia Modeling, Analysis, Simulation Center, Old Dominion University, Suffolk, VA, USA"}]},{"given":"Sailesh","family":"Kolachana","sequence":"additional","affiliation":[{"name":"Thoucentric, Bengaluru, India"}]},{"given":"Rodrigo","family":"Falc\u00e3o Gomes","sequence":"additional","affiliation":[{"name":"Refresco, Washington DC, USA"}]}],"member":"301","published-online":{"date-parts":[[2022,6,1]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1108\/JMTM-03-2018-0090"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.5267\/j.uscm.2019.12.004"},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/6348413"},{"key":"CIT0004","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622008003137"},{"key":"CIT0005","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2020.1766848"},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2017.03.020"},{"key":"CIT0007","volume-title":"Logistics & supply chain management","author":"Christopher M.","year":"2016"},{"key":"CIT0008","doi-asserted-by":"publisher","DOI":"10.1377\/hlthaff.23.1.10"},{"key":"CIT0009","doi-asserted-by":"publisher","DOI":"10.1108\/09600030610677375"},{"key":"CIT0600","doi-asserted-by":"publisher","DOI":"10.5772\/intechopen.69501"},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2017.04.016"},{"key":"CIT0011","volume-title":"Quality control, robust design, and the Taguchi method","author":"Dehnad K.","year":"2012"},{"key":"CIT0012","doi-asserted-by":"publisher","DOI":"10.1111\/j.1937-5956.2009.01075.x"},{"key":"CIT0013","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2011.05.024"},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2015.09.007"},{"key":"CIT0015","doi-asserted-by":"publisher","DOI":"10.1002\/9780470590621.ch3"},{"key":"CIT0016","doi-asserted-by":"publisher","DOI":"10.1108\/IJOPM-04-2016-0173"},{"key":"CIT0017","doi-asserted-by":"crossref","unstructured":"Dubiel, B. & Tsimhoni, O. (2005). Integrating agent based modeling into a discrete event simulation. Proceedings of the Winter Simulation Conference. https:\/\/doi.org\/10.1109\/WSC.2005.1574355","DOI":"10.1109\/WSC.2005.1574355"},{"key":"CIT0018","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2021.1992307"},{"key":"CIT0019","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-017-0781-6"},{"key":"CIT0020","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2014.970707"},{"key":"CIT0021","volume-title":"Solving the COVID-19 Pharma Supply Chain Struggle","author":"Ellis S.","year":"2020"},{"key":"CIT0022","doi-asserted-by":"publisher","DOI":"10.1111\/ijmr.12096"},{"key":"CIT0023","volume-title":"Discrete-event simulation: Modeling, programming, and analysis","author":"Fishman G. S.","year":"2013"},{"key":"CIT0024","unstructured":"Francas, D. (2017).Flexibility strategies for pharma distribution. Retrieved September 28, 2019, from http:\/\/www.chemanager-online.com\/en\/topics\/logistics\/flexibility-strategies-pharma-distribution"},{"key":"CIT0025","doi-asserted-by":"publisher","DOI":"10.1007\/s12247-016-9249-6"},{"key":"CIT0027","doi-asserted-by":"publisher","DOI":"10.1287\/opre.2018.1776"},{"key":"CIT0028","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2019.1571005"},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.7232\/iems.2017.16.3.316"},{"key":"CIT0030","volume-title":"Analyzing and prioritizing agility in global pharma supply networks- Pfizer (2016-2017) MIT-ZLC","author":"Gomes R. F.","year":"2017"},{"key":"CIT0031","doi-asserted-by":"publisher","DOI":"10.2478\/mper-2014-0013"},{"key":"CIT0032","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2014.10.010"},{"key":"CIT0033","doi-asserted-by":"publisher","DOI":"10.19030\/jabr.v31i2.9160"},{"key":"CIT0034","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rpg.2015.0196"},{"key":"CIT0035","unstructured":"Huang, Y. (2020).The Coronavirus Outbreak Could Disrupt the U.S. Drug Supply. Retrieved April 20, 2020, from https:\/\/www.cfr.org\/in-brief\/coronavirus-disrupt-us-drug-supply-shortages-fda"},{"issue":"14","key":"CIT0036","first-page":"1206","volume":"27","author":"Huq F.","year":"2016","journal-title":"Production Planning & Control"},{"key":"CIT0037","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2012.08.021"},{"key":"CIT0038","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2013.858836"},{"key":"CIT0039","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2009.01.002"},{"key":"CIT0040","doi-asserted-by":"publisher","DOI":"10.1108\/IJPPM-05-2014-0069"},{"key":"CIT0041","doi-asserted-by":"publisher","DOI":"10.1057\/9781137453648_8"},{"key":"CIT0042","volume-title":"Simulation with Arena","author":"Kelton W. D.","year":"2014","edition":"5"},{"key":"CIT0043","doi-asserted-by":"publisher","DOI":"10.1504\/IJAOM.2010.034584"},{"key":"CIT0044","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2021.1993758"},{"key":"CIT0045","doi-asserted-by":"crossref","unstructured":"King, D. W., Hodson, D. D. & Peterson, G. L. (2017). The role of simulation frameworks in relation to experiments. 2017 Winter Simulation Conference (WSC). https:\/\/doi.org\/10.1109\/WSC.2017.8248123","DOI":"10.1109\/WSC.2017.8248123"},{"key":"CIT0046","doi-asserted-by":"publisher","DOI":"10.4067\/S0718-18762015000300002"},{"key":"CIT0047","doi-asserted-by":"publisher","DOI":"10.1016\/j.susoc.2020.06.001"},{"key":"CIT0048","volume-title":"Simulation modeling and analysis","volume":"3","author":"Law A. M.","year":"2000"},{"key":"CIT0049","doi-asserted-by":"publisher","DOI":"10.2307\/41166135"},{"key":"CIT0050","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.107529"},{"key":"CIT0051","doi-asserted-by":"publisher","DOI":"10.1057\/jors.2015.105"},{"key":"CIT0052","unstructured":"Lupkin, S. (2020). What would it take to bring more pharmaceutical manufacturing back to the U.S.National Public Radio (NPR). https:\/\/www.npr.org\/sections\/health-shots\/2020\/04\/24\/843379899\/pandemic-underscores-u-s-dependence-on-overseas-factories-for-medicines"},{"key":"CIT0053","doi-asserted-by":"publisher","DOI":"10.3917\/rfs.554.0653"},{"key":"CIT0054","doi-asserted-by":"publisher","DOI":"10.1108\/IJPHM-09-2013-0050"},{"issue":"6","key":"CIT0055","doi-asserted-by":"crossref","first-page":"859","DOI":"10.1111\/itor.12031","volume":"20","author":"Nagurney A.","year":"2013","journal-title":"International Transactions in Operational Research,"},{"key":"CIT0056","doi-asserted-by":"publisher","DOI":"10.1002\/joom.1022"},{"key":"CIT0057","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6160-9"},{"key":"CIT0058","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2016.10.062"},{"key":"CIT0059","doi-asserted-by":"publisher","DOI":"10.1080\/19488300.2012.709583"},{"key":"CIT0060","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2018.01.023"},{"key":"CIT0061","doi-asserted-by":"publisher","DOI":"10.1177\/0972150916656696"},{"key":"CIT0062","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2021.1978347"},{"key":"CIT0063","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2017.02.003"},{"key":"CIT0064","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2021.1897485"},{"key":"CIT0026","doi-asserted-by":"publisher","DOI":"10.1108\/BIJ-10-2018-0328"},{"key":"CIT0065","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2020.1821586"},{"key":"CIT0066","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2020.1790306"},{"key":"CIT0067","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2018.10.001"},{"key":"CIT0068","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2014.11.002"},{"key":"CIT0069","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2015.05.035"},{"key":"CIT0070","doi-asserted-by":"publisher","DOI":"10.1016\/j.orp.2017.05.002"},{"key":"CIT0071","doi-asserted-by":"publisher","DOI":"10.1504\/IJLSM.2014.064030"},{"key":"CIT0072","doi-asserted-by":"publisher","DOI":"10.1016\/j.intman.2020.100737"},{"key":"CIT0073","doi-asserted-by":"publisher","DOI":"10.1287\/inte.2015.0804"},{"key":"CIT0074","doi-asserted-by":"crossref","unstructured":"Simchi-Levi, D. & Simchi-Levi, E. (2020). We need a stress test for critical supply chains.Harvard Business Review, 28.","DOI":"10.1287\/5a6878d6-3b15-474e-b579-c87e86079719"},{"key":"CIT0075","doi-asserted-by":"publisher","DOI":"10.1108\/IJPHM-10-2015-0050"},{"key":"CIT0076","unstructured":"Sokol, E. (2020). What the New Coronavirus means for the pharmaceutical industry.Pharma News Intelligence. https:\/\/pharmanewsintel.com\/news\/what-the-new-coronavirus-means-for-the-pharmaceutical-industry"},{"key":"CIT0077","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2011.04.005"},{"key":"CIT0078","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2008.09.002"},{"key":"CIT0079","doi-asserted-by":"publisher","DOI":"10.1108\/01443570610641639"},{"key":"CIT0080","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2016.1203079"},{"key":"CIT0081","unstructured":"Thomas, C. & Dasgupta, N. (2020). Global supplier India curbs drug exports as coronavirus fears grow.Reuters. https:\/\/www.reuters.com\/article\/us-health-coronavirus-india\/global-supplier-india-curbs-drug-exports-as-coronavirus-fears-grow-idUSKBN20Q0ZZ"},{"key":"CIT0082","unstructured":"Thomas, K. (2020). First Drug Shortage Caused by Coronavirus, F.D.A. Says. But It Won\u2019t Disclose What Drug or Where It\u2019s Made.The New York Times. https:\/\/www.nytimes.com\/2020\/02\/28\/health\/drug-coronavirus-shortage.html"},{"key":"CIT0083","doi-asserted-by":"publisher","DOI":"10.17265\/2159-5313\/2016.09.003"},{"key":"CIT0084","doi-asserted-by":"publisher","DOI":"10.1108\/BIJ-04-2013-0037"},{"key":"CIT0085","doi-asserted-by":"publisher","DOI":"10.1109\/EMR.2020.3018420"},{"key":"CIT0086","unstructured":"Yadav, P., D\u00e9sir, A. (2021). Boosting vaccine production needs the right degree of flexibility. https:\/\/knowledge.insead.edu\/operations\/boosting-vaccine-production-needs-the-right-degree-of-flexibility-17621"},{"key":"CIT0087","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2020.1854626"},{"key":"CIT0500","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1634296"},{"key":"CIT0088","doi-asserted-by":"publisher","DOI":"10.1016\/j.indmarman.2016.09.004"},{"key":"CIT0089","doi-asserted-by":"publisher","DOI":"10.1108\/IJLM-08-2016-0185"}],"container-title":["Journal of the Operational Research Society"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/01605682.2022.2077661","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,22]],"date-time":"2023-11-22T14:15:28Z","timestamp":1700662528000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/01605682.2022.2077661"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,1]]},"references-count":91,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2023,5,4]]}},"alternative-id":["10.1080\/01605682.2022.2077661"],"URL":"https:\/\/doi.org\/10.1080\/01605682.2022.2077661","relation":{},"ISSN":["0160-5682","1476-9360"],"issn-type":[{"value":"0160-5682","type":"print"},{"value":"1476-9360","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,1]]},"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=tjor20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjor20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-06-15","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-03-12","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-05-04","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-06-01","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}