{"id":"https://openalex.org/W2005674611","doi":"https://doi.org/10.1108/13598540610671743","title":"A fuzzy TOPSIS methodology to support outsourcing of logistics services","display_name":"A fuzzy TOPSIS methodology to support outsourcing of logistics services","publication_year":2006,"publication_date":"2006-07-01","ids":{"openalex":"https://openalex.org/W2005674611","doi":"https://doi.org/10.1108/13598540610671743","mag":"2005674611"},"language":"en","primary_location":{"id":"doi:10.1108/13598540610671743","doi":"https://doi.org/10.1108/13598540610671743","is_oa":false,"landing_page_url":"https://doi.org/10.1108/13598540610671743","pdf_url":null,"source":{"id":"https://openalex.org/S59007373","display_name":"Supply Chain Management An International Journal","issn_l":"1359-8546","issn":["1359-8546","1758-6852"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supply Chain Management: An International Journal","raw_type":"journal-article"},"volume":null,"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/A5068540890","display_name":"Eleonora Bottani","orcid":"https://orcid.org/0000-0002-6319-8080","observed_orcids":["https://orcid.org/0000-0002-6319-8080"]},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eleonora Bottani","raw_affiliation_strings":["Dipartimento di Ingegneria Industriale, Universit\u00e0 degli Studi di Parma, Parma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Industriale, Universit\u00e0 degli Studi di Parma, Parma, Italy","institution_ids":["https://openalex.org/I124601658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058711756","display_name":"Antonio Rizzi","orcid":"https://orcid.org/0000-0002-8251-2071","observed_orcids":["https://orcid.org/0000-0002-8251-2071"]},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Rizzi","raw_affiliation_strings":["Dipartimento di Ingegneria Industriale, Universit\u00e0 degli Studi di Parma, Parma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Industriale, Universit\u00e0 degli Studi di Parma, Parma, Italy","institution_ids":["https://openalex.org/I124601658"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I124601658"],"apc_list":null,"apc_paid":null,"fwci":12.5644,"has_fulltext":false,"cited_by_count":355,"citation_normalized_percentile":{"value":0.98673954,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"4","first_page":"294","last_page":"308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9994999766349792,"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/T11912","display_name":"Outsourcing and Supply Chain Management","score":0.0005000000237487257,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/third-party-logistics","display_name":"third-party logistics","score":0.890999972820282},{"id":"https://openalex.org/keywords/logistics-service-provider-selection","display_name":"logistics service provider selection","score":0.7720000147819519},{"id":"https://openalex.org/keywords/outsourcing","display_name":"outsourcing","score":0.8849999904632568},{"id":"https://openalex.org/keywords/fuzzy-topsis","display_name":"fuzzy TOPSIS","score":0.9929999709129333},{"id":"https://openalex.org/keywords/multi-criteria-decision-making","display_name":"multi-criteria decision making","score":0.8679999709129333},{"id":"https://openalex.org/keywords/fuzzy-set-theory","display_name":"fuzzy set theory","score":0.7250000238418579},{"id":"https://openalex.org/keywords/supplier-selection-criteria","display_name":"supplier selection criteria","score":0.6079999804496765}],"concepts":[{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.7400912642478943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6859155297279358},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6221567392349243},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.5551208257675171},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5403331518173218},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5240523815155029},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.4991931915283203},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.4572025239467621},{"id":"https://openalex.org/C89591040","wikidata":"https://www.wikidata.org/wiki/Q1779030","display_name":"Ideal solution","level":2,"score":0.44085758924484253},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.42766258120536804},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.41987791657447815},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3849821388721466},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.38076505064964294},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3421142101287842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1710788905620575},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13831466436386108},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12852084636688232},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12357047200202942},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0973970890045166},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/13598540610671743","doi":"https://doi.org/10.1108/13598540610671743","is_oa":false,"landing_page_url":"https://doi.org/10.1108/13598540610671743","pdf_url":null,"source":{"id":"https://openalex.org/S59007373","display_name":"Supply Chain Management An International Journal","issn_l":"1359-8546","issn":["1359-8546","1758-6852"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supply Chain Management: An International Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/16","score":0.5400000214576721,"display_name":"Peace, justice, and strong institutions"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W38708963","https://openalex.org/W70112727","https://openalex.org/W194786220","https://openalex.org/W201695164","https://openalex.org/W620271513","https://openalex.org/W622267405","https://openalex.org/W1491972678","https://openalex.org/W1501140575","https://openalex.org/W1521736530","https://openalex.org/W1533239080","https://openalex.org/W1599847953","https://openalex.org/W1606925814","https://openalex.org/W1698513523","https://openalex.org/W1963692116","https://openalex.org/W1964785572","https://openalex.org/W1980827276","https://openalex.org/W1986377191","https://openalex.org/W1992983421","https://openalex.org/W1996017290","https://openalex.org/W1997967425","https://openalex.org/W1998266854","https://openalex.org/W1998689808","https://openalex.org/W1999637227","https://openalex.org/W2003659117","https://openalex.org/W2033821819","https://openalex.org/W2042102899","https://openalex.org/W2055394893","https://openalex.org/W2057862715","https://openalex.org/W2065989420","https://openalex.org/W2067891349","https://openalex.org/W2077760749","https://openalex.org/W2080175412","https://openalex.org/W2090818178","https://openalex.org/W2096768134","https://openalex.org/W2151739142","https://openalex.org/W2317549915","https://openalex.org/W2769248301","https://openalex.org/W2912565176","https://openalex.org/W4210259099","https://openalex.org/W4211007335","https://openalex.org/W4214831569"],"related_works":["https://openalex.org/W7048569934","https://openalex.org/W2295260695","https://openalex.org/W2964593640","https://openalex.org/W2917491827","https://openalex.org/W2116279515","https://openalex.org/W2025347317","https://openalex.org/W2052204576","https://openalex.org/W2768070155","https://openalex.org/W2086229347","https://openalex.org/W2112493029"],"abstract_inverted_index":{"Purpose":[0],"To":[1],"present":[2],"a":[3,47,93,157,207,257,274],"multi\u2010attribute":[4],"approach":[5,20,161,260],"for":[6,28,50,221,239],"the":[7,12,24,37,51,54,68,71,86,100,103,108,115,123,151,154,160,179,186,191,218,229,240,243,264],"selection":[8,52,87,241],"and":[9,36,107,144,174,267],"ranking":[10],"of":[11,53,70,76,117,139,153,194,206,211,228,237,242,273],"most":[13,55,180,244],"suitable":[14,245],"3PL":[15,57,246],"service":[16,58,247],"provider.":[17,59],"Design/methodology/approach":[18],"The":[19,204,226],"is":[21,190,231,249,261],"based":[22,45,255],"on":[23,46,256],"TOPSIS":[25,259],"technique":[26],"(Technique":[27],"Order":[29],"Preference":[30],"by":[31,185,271],"Similarity":[32],"to":[33,66,97,132,141,156,172,199],"Ideal":[34],"Solution)":[35],"fuzzy":[38,258],"set":[39],"theory.":[40],"Findings":[41],"A":[42],"quantitative":[43],"methodology":[44,72,155,254],"structured":[48,209],"framework,":[49],"appropriate":[56,166],"Research":[60],"limitations/implications":[61],"Future":[62],"research":[63],"may":[64],"attempt":[65],"compare":[67],"results":[69],"proposed":[73,162],"with":[74,122,126,130],"those":[75],"other":[77],"Multi":[78],"Attribute":[79],"Group":[80],"Decision":[81],"Making":[82],"methods.":[83],"In":[84],"particular,":[85],"tree":[88],"could":[89,119],"be":[90,120,200],"developed":[91],"in":[92,137],"multi\u2010tier":[94,113],"hierarchy,":[95],"trying":[96],"punctually":[98],"address":[99],"relationships":[101],"between":[102],"upper":[104],"tier":[105],"criteria":[106,238],"lower":[109],"level":[110],"ones.":[111],"With":[112],"hierarchies,":[114],"performance":[116],"AHP":[118],"compared":[121],"one":[124],"obtained":[125],"TOPSIS,":[127],"not":[128],"only":[129],"respect":[131],"\u201ctechnical":[133],"suitability\u201d":[134],"but":[135],"also":[136],"terms":[138],"easiness":[140],"implement,":[142],"shortcomings":[143],"general":[145],"managerial":[146],"viability.":[147],"Practical":[148],"implications":[149,266],"From":[150],"application":[152,189],"real":[158,187,275],"case,":[159],"emerges":[163],"as":[164,217],"an":[165,222,234,252],"tool,":[167],"which":[168,197],"makes":[169],"it":[170],"possible":[171],"easily":[173],"effectively":[175],"rank":[176],"alternatives.":[177],"Conversely":[178],"critical":[181,202],"issue":[182],"pointed":[183],"out":[184],"case":[188,276],"preliminary":[192],"\u201crequest":[193],"information\u201d":[195],"phase,":[196],"has":[198],"given":[201],"attention.":[203],"availability":[205],"well":[208],"body":[210],"knowledge":[212],"about":[213],"potential":[214],"candidates":[215],"emerged":[216],"true":[219],"discriminant":[220],"effective":[223],"analysis.":[224],"Originality/value":[225],"originality":[227],"paper":[230],"threefold:":[232],"first,":[233],"original":[235,253],"framework":[236],"provider":[248],"presented.":[250,262],"Second,":[251],"Third,":[263],"practical":[265],"drawbacks":[268],"are":[269],"discussed":[270],"means":[272],"application.":[277]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":30},{"year":2017,"cited_by_count":27},{"year":2016,"cited_by_count":23},{"year":2015,"cited_by_count":18},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":26},{"year":2012,"cited_by_count":25}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}
