{"id":"https://openalex.org/W4220945082","doi":"https://doi.org/10.3390/axioms11030140","title":"Development of a Model for Evaluating the Efficiency of Transport Companies: PCA\u2013DEA\u2013MCDM Model","display_name":"Development of a Model for Evaluating the Efficiency of Transport Companies: PCA\u2013DEA\u2013MCDM Model","publication_year":2022,"publication_date":"2022-03-18","ids":{"openalex":"https://openalex.org/W4220945082","doi":"https://doi.org/10.3390/axioms11030140"},"language":"en","primary_location":{"id":"doi:10.3390/axioms11030140","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms11030140","pdf_url":"https://www.mdpi.com/2075-1680/11/3/140/pdf?version=1647603576","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-1680/11/3/140/pdf?version=1647603576","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014977207","display_name":"\u017deljko Stevi\u0107","orcid":"https://orcid.org/0000-0003-4452-5768"},"institutions":[{"id":"https://openalex.org/I194184283","display_name":"University of East Sarajevo","ror":"https://ror.org/022mv6k27","country_code":"BA","type":"education","lineage":["https://openalex.org/I194184283"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"\u017deljko Stevi\u0107","raw_affiliation_strings":["Faculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mi\u0161i\u0107a 52, 74000 Doboj, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mi\u0161i\u0107a 52, 74000 Doboj, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I194184283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085420818","display_name":"Smiljka Mi\u0161ki\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I194184283","display_name":"University of East Sarajevo","ror":"https://ror.org/022mv6k27","country_code":"BA","type":"education","lineage":["https://openalex.org/I194184283"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Smiljka Mi\u0161ki\u0107","raw_affiliation_strings":["Faculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mi\u0161i\u0107a 52, 74000 Doboj, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mi\u0161i\u0107a 52, 74000 Doboj, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I194184283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011499044","display_name":"Dragan Vojinovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I194184283","display_name":"University of East Sarajevo","ror":"https://ror.org/022mv6k27","country_code":"BA","type":"education","lineage":["https://openalex.org/I194184283"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Dragan Vojinovi\u0107","raw_affiliation_strings":["Faculty of Economics Pale, University of East Sarajevo, Alekse \u0160anti\u0107a 3, 71240 Pale, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics Pale, University of East Sarajevo, Alekse \u0160anti\u0107a 3, 71240 Pale, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I194184283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079485380","display_name":"Eldina Huskanovi\u0107","orcid":"https://orcid.org/0009-0007-7441-7254"},"institutions":[{"id":"https://openalex.org/I194184283","display_name":"University of East Sarajevo","ror":"https://ror.org/022mv6k27","country_code":"BA","type":"education","lineage":["https://openalex.org/I194184283"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Eldina Huskanovi\u0107","raw_affiliation_strings":["Faculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mi\u0161i\u0107a 52, 74000 Doboj, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mi\u0161i\u0107a 52, 74000 Doboj, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I194184283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086315941","display_name":"Miomir Stankovi\u0107","orcid":"https://orcid.org/0009-0002-8504-6966"},"institutions":[{"id":"https://openalex.org/I1338511612","display_name":"Serbian Academy of Sciences and Arts","ror":"https://ror.org/05m1y4204","country_code":"RS","type":"funder","lineage":["https://openalex.org/I1338511612"]},{"id":"https://openalex.org/I4390039372","display_name":"Mathematical Institute of the Serbian Academy of Sciences and Arts","ror":"https://ror.org/02jxk1021","country_code":null,"type":"education","lineage":["https://openalex.org/I1338511612","https://openalex.org/I4390039372"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miomir Stankovi\u0107","raw_affiliation_strings":["Mathematical Institute of the Serbian Academy of Sciences and Arts, 11001 Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Mathematical Institute of the Serbian Academy of Sciences and Arts, 11001 Belgrade, Serbia","institution_ids":["https://openalex.org/I1338511612","https://openalex.org/I4390039372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018974025","display_name":"Dragan Pamu\u010dar","orcid":"https://orcid.org/0000-0001-8522-1942"},"institutions":[{"id":"https://openalex.org/I4210153194","display_name":"University of Defence","ror":"https://ror.org/04mmq3h75","country_code":"RS","type":"education","lineage":["https://openalex.org/I4210153194"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Dragan Pamu\u010dar","raw_affiliation_strings":["Department of Logistics, University of Defence in Belgrade, Pavla Jurisica-Sturma 33t, 11000 Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Department of Logistics, University of Defence in Belgrade, Pavla Jurisica-Sturma 33t, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4210153194"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018974025"],"corresponding_institution_ids":["https://openalex.org/I4210153194"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":9.1347,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.98411263,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"3","first_page":"140","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9940000176429749,"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/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9940000176429749,"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/T13439","display_name":"Transport and Economic Policies","score":0.9036999940872192,"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/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.9013992547988892},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.7826117277145386},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7501740455627441},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6748704314231873},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5355871319770813},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.48609209060668945},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.472973495721817},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46775102615356445},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4389326870441437},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4191640019416809},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.40349090099334717},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35383498668670654},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33995920419692993},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3312232494354248},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21051278710365295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12380874156951904}],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.9013992547988892},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.7826117277145386},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7501740455627441},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6748704314231873},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5355871319770813},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.48609209060668945},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.472973495721817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46775102615356445},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4389326870441437},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4191640019416809},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.40349090099334717},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35383498668670654},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33995920419692993},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3312232494354248},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21051278710365295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12380874156951904},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/axioms11030140","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms11030140","pdf_url":"https://www.mdpi.com/2075-1680/11/3/140/pdf?version=1647603576","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d49c47d9a273415793456b7c611d5411","is_oa":true,"landing_page_url":"https://doaj.org/article/d49c47d9a273415793456b7c611d5411","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Axioms, Vol 11, Iss 3, p 140 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2075-1680/11/3/140/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/axioms11030140","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Axioms; Volume 11; Issue 3; Pages: 140","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/axioms11030140","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms11030140","pdf_url":"https://www.mdpi.com/2075-1680/11/3/140/pdf?version=1647603576","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220945082.pdf","grobid_xml":"https://content.openalex.org/works/W4220945082.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1000486945","https://openalex.org/W1457013375","https://openalex.org/W1986852116","https://openalex.org/W2084824937","https://openalex.org/W2091055688","https://openalex.org/W2106088501","https://openalex.org/W2156923221","https://openalex.org/W2318042372","https://openalex.org/W2406087895","https://openalex.org/W2482393783","https://openalex.org/W2547420208","https://openalex.org/W2766009896","https://openalex.org/W2996521213","https://openalex.org/W2998406224","https://openalex.org/W3002090268","https://openalex.org/W3005621553","https://openalex.org/W3010863701","https://openalex.org/W3026917007","https://openalex.org/W3034064992","https://openalex.org/W3035826466","https://openalex.org/W3036287503","https://openalex.org/W3036807071","https://openalex.org/W3037584079","https://openalex.org/W3037859065","https://openalex.org/W3039205997","https://openalex.org/W3049652883","https://openalex.org/W3087259142","https://openalex.org/W3091960436","https://openalex.org/W3110738351","https://openalex.org/W3115405171","https://openalex.org/W3122994393","https://openalex.org/W3123558782","https://openalex.org/W3124944347","https://openalex.org/W3128445746","https://openalex.org/W3131695558","https://openalex.org/W3132583129","https://openalex.org/W3136764657","https://openalex.org/W3136899974","https://openalex.org/W3158486847","https://openalex.org/W3158545733","https://openalex.org/W3170111577","https://openalex.org/W3170810192","https://openalex.org/W3172222739","https://openalex.org/W3172300401","https://openalex.org/W3177461901","https://openalex.org/W3195504566","https://openalex.org/W3207563633","https://openalex.org/W4200007130","https://openalex.org/W4236955486","https://openalex.org/W4240264911","https://openalex.org/W6713470444","https://openalex.org/W6779699187","https://openalex.org/W6779916956","https://openalex.org/W6780135159","https://openalex.org/W6784766330","https://openalex.org/W6787332139","https://openalex.org/W6802810600","https://openalex.org/W6821327345"],"related_works":["https://openalex.org/W2801360836","https://openalex.org/W2120745168","https://openalex.org/W2804188782","https://openalex.org/W2736559621","https://openalex.org/W2352291457","https://openalex.org/W2989675511","https://openalex.org/W3038608274","https://openalex.org/W1990851617","https://openalex.org/W3013738389","https://openalex.org/W3160516639"],"abstract_inverted_index":{"The":[0,22,101],"efficiency":[1,37,92],"of":[2,25,38,45,57,93,151],"transport":[3,40,94],"companies":[4,12,41,95],"is":[5,28],"a":[6,43],"very":[7,190],"important":[8],"factor":[9],"for":[10,17,34,201],"the":[11,18,36,55,82,90,105,113,136,141,149,156,170,177,187,199,203],"themselves,":[13],"as":[14,16],"well":[15],"entire":[19],"economic":[20],"system.":[21],"main":[23],"goal":[24],"this":[26],"paper":[27],"to":[29,81,88,133,186],"develop":[30],"an":[31],"integrated":[32],"model":[33,50],"determining":[35],"representative":[39],"over":[42],"period":[44,114],"eight":[46],"years.":[47],"An":[48],"original":[49],"was":[51,110,159,174],"developed":[52],"that":[53,104,196],"includes":[54],"integration":[56],"DEA":[58],"(Data":[59],"Envelopment":[60],"Analysis),":[61,65],"PCA":[62],"(Principal":[63],"Component":[64],"CRITIC":[66],"(Criteria":[67],"Importance":[68],"Through":[69],"Inter":[70],"criteria":[71,152],"Correlatio),":[72],"Entropy":[73],"and":[74,78,126,179],"MARCOS":[75],"(Measurement":[76],"Alternatives":[77],"Ranking":[79],"according":[80],"COmpromise":[83],"Solution)":[84],"methods":[85],"in":[86,112,148],"order":[87],"determine":[89],"final":[91,188],"based":[96],"on":[97],"10":[98],"input\u2013output":[99],"parameters.":[100],"results":[102],"showed":[103],"most":[106],"efficient":[107,120,191],"business":[108],"performance":[109],"achieved":[111],"2014\u20132017,":[115],"followed":[116],"by":[117],"slightly":[118],"less":[119],"results.":[121,139],"Then,":[122],"extensive":[123],"sensitivity":[124,142],"analysis":[125,128,158],"comparative":[127,157],"were":[129,153],"performed,":[130],"which":[131],"confirmed,":[132],"some":[134],"extent,":[135],"previously":[137],"obtained":[138],"In":[140],"analysis,":[143],"30":[144],"scenarios":[145],"with":[146,162],"changes":[147],"weights":[150],"created,":[154],"while":[155],"carried":[160],"out":[161],"three":[163],"other":[164],"MCDM":[165],"(Multi-Criteria":[166],"Decision-Making)":[167],"methods.":[168],"Finally,":[169],"rank":[171],"correlation":[172,183],"index":[173],"determined":[175],"using":[176],"Spearman":[178],"WS":[180],"(Wojciech":[181],"Salabun)":[182],"coefficients.":[184],"According":[185],"results,":[189],"years":[192],"can":[193,197],"be":[194,198],"separated":[195],"benchmark":[200],"furthering":[202],"business.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":8}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2022-04-03T00:00:00"}
