{"id":"https://openalex.org/W2546892955","doi":"https://doi.org/10.1109/gol.2016.7731661","title":"A two stage DEA approach for evaluating the performance of public pharmaceutical products supply chains","display_name":"A two stage DEA approach for evaluating the performance of public pharmaceutical products supply chains","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2546892955","doi":"https://doi.org/10.1109/gol.2016.7731661","mag":"2546892955"},"language":"en","primary_location":{"id":"doi:10.1109/gol.2016.7731661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gol.2016.7731661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 3rd International Conference on Logistics Operations Management (GOL)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024940526","display_name":"Zoubida Chorfi","orcid":"https://orcid.org/0000-0002-5868-5693"},"institutions":[{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Zoubida Chorfi","raw_affiliation_strings":["Equipe de recherche AMIPS, Ecole Mohammadia d'Ing\u00e9nieurs, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Equipe de recherche AMIPS, Ecole Mohammadia d'Ing\u00e9nieurs, Rabat, Morocco","institution_ids":["https://openalex.org/I127336678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017704832","display_name":"Loubna Benabbou","orcid":"https://orcid.org/0000-0002-0600-8658"},"institutions":[{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Loubna Benabbou","raw_affiliation_strings":["Equipe de recherche MOAD-SCM, Ecole Mohammadia d'Ing\u00e9nieurs, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Equipe de recherche MOAD-SCM, Ecole Mohammadia d'Ing\u00e9nieurs, Rabat, Morocco","institution_ids":["https://openalex.org/I127336678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078040310","display_name":"Abdelaziz Berrado","orcid":"https://orcid.org/0000-0001-8414-4607"},"institutions":[{"id":"https://openalex.org/I127336678","display_name":"Ecole Mohammadia d'Ing\u00e9nieurs","ror":"https://ror.org/00md3qm14","country_code":"MA","type":"education","lineage":["https://openalex.org/I127336678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelaziz Berrado","raw_affiliation_strings":["Equipe de recherche AMIPS, Ecole Mohammadia d'Ing\u00e9nieurs, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Equipe de recherche AMIPS, Ecole Mohammadia d'Ing\u00e9nieurs, Rabat, Morocco","institution_ids":["https://openalex.org/I127336678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024940526"],"corresponding_institution_ids":["https://openalex.org/I127336678"],"apc_list":null,"apc_paid":null,"fwci":0.9389,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81596891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"18","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6946525573730469},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5712869167327881},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47595521807670593},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4539080858230591},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.4119150638580322},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3575868308544159},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.34137770533561707},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18096786737442017},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10869058966636658}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6946525573730469},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5712869167327881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47595521807670593},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4539080858230591},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4119150638580322},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3575868308544159},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.34137770533561707},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18096786737442017},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10869058966636658},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gol.2016.7731661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gol.2016.7731661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 3rd International Conference on Logistics Operations Management (GOL)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W31723934","https://openalex.org/W1484750607","https://openalex.org/W1496178956","https://openalex.org/W1507787960","https://openalex.org/W1595679721","https://openalex.org/W1977863496","https://openalex.org/W1996601681","https://openalex.org/W2004862014","https://openalex.org/W2026496668","https://openalex.org/W2037595729","https://openalex.org/W2070854196","https://openalex.org/W2076452041","https://openalex.org/W2093111169","https://openalex.org/W2156577211","https://openalex.org/W2219811972","https://openalex.org/W2287989341","https://openalex.org/W2361194393","https://openalex.org/W2492111243","https://openalex.org/W3149395617","https://openalex.org/W4213079336","https://openalex.org/W4252786175","https://openalex.org/W4375849300","https://openalex.org/W6707723518"],"related_works":["https://openalex.org/W2503350049","https://openalex.org/W2329386257","https://openalex.org/W2767550285","https://openalex.org/W2397616145","https://openalex.org/W2620085874","https://openalex.org/W2064496565","https://openalex.org/W2397320258","https://openalex.org/W1988477118","https://openalex.org/W2108330697","https://openalex.org/W4324058133"],"abstract_inverted_index":{"Evaluating":[0],"the":[1,9,29,55,83,93,109],"performance":[2,22,30,84],"of":[3,8,31,58,68,77,85,111],"supply":[4,35,59,88,102,122],"chains":[5,36,60],"is":[6,43],"one":[7],"most":[10],"important":[11],"and":[12,27,64,96,104],"complex":[13],"tasks":[14],"that":[15,80,114],"managers":[16],"encounter.":[17],"This":[18],"paper":[19],"presents":[20],"a":[21,50,75],"evaluation":[23],"framework":[24,42],"to":[25,38,73,91,107,119],"evaluate":[26],"compare":[28,97],"different":[32,98],"pharmaceutical":[33,86,100],"products":[34,87,101],"according":[37],"several":[39],"features.":[40],"The":[41,66],"based":[44],"on":[45],"Data":[46],"Envelopment":[47],"Analysis":[48],"as":[49],"dynamic":[51],"tool":[52],"for":[53],"measuring":[54],"relative":[56,94],"efficiency":[57,95],"with":[61],"multiple":[62],"inputs":[63],"outputs.":[65],"objectives":[67],"this":[69],"study":[70],"are":[71],"(a)":[72],"construct":[74],"set":[76],"aggregated":[78],"metrics":[79],"best":[81],"characterize":[82],"chains,":[89,103],"(b)":[90],"estimate":[92,108],"public":[99],"finally":[105],"(c)":[106],"magnitudes":[110],"input":[112],"adjustments":[113],"would":[115],"have":[116],"been":[117],"required":[118],"make":[120],"each":[121],"chain":[123],"efficient.":[124]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
