{"id":"https://openalex.org/W4210598411","doi":"https://doi.org/10.1108/k-10-2021-1046","title":"An integrated decision-making approach for global supplier selection and order allocation to create an environment-friendly supply chain","display_name":"An integrated decision-making approach for global supplier selection and order allocation to create an environment-friendly supply chain","publication_year":2022,"publication_date":"2022-02-06","ids":{"openalex":"https://openalex.org/W4210598411","doi":"https://doi.org/10.1108/k-10-2021-1046"},"language":"en","primary_location":{"id":"doi:10.1108/k-10-2021-1046","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-10-2021-1046","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Kybernetes","raw_type":"journal-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/A5091370632","display_name":"Hassan Ali","orcid":"https://orcid.org/0000-0003-1293-4890"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hassan Ali","raw_affiliation_strings":["School of Management, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-1293-4890","affiliations":[{"raw_affiliation_string":"School of Management, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435148","display_name":"Jingwen Zhang","orcid":"https://orcid.org/0000-0003-4519-5502"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingwen Zhang","raw_affiliation_strings":["School of Management, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-4519-5502","affiliations":[{"raw_affiliation_string":"School of Management, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103160670","display_name":"Sheng Liu","orcid":"https://orcid.org/0000-0003-1576-636X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Liu","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1576-636X","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071630328","display_name":"Muhammad Shoaib","orcid":"https://orcid.org/0000-0001-7689-3018"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Shoaib","raw_affiliation_strings":["School of Economics and Management, Chang'an University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-7689-3018","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7566,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93580386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"52","issue":"8","first_page":"2649","last_page":"2671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9986000061035156,"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"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.5972867608070374},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5964094996452332},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.5503489375114441},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5315451622009277},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5234636664390564},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5218347907066345},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.47476935386657715},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.46976447105407715},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.464762806892395},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.4562881588935852},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.44533589482307434},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4426405131816864},{"id":"https://openalex.org/keywords/supplier-relationship-management","display_name":"Supplier relationship management","score":0.43924155831336975},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4288843274116516},{"id":"https://openalex.org/keywords/supplier-evaluation","display_name":"Supplier evaluation","score":0.4242994785308838},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.4168429970741272},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.34231600165367126},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21732372045516968},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1390381157398224},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13825666904449463},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09758591651916504}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5972867608070374},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5964094996452332},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.5503489375114441},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5315451622009277},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5234636664390564},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5218347907066345},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.47476935386657715},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.46976447105407715},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.464762806892395},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.4562881588935852},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.44533589482307434},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4426405131816864},{"id":"https://openalex.org/C104861157","wikidata":"https://www.wikidata.org/wiki/Q1357275","display_name":"Supplier relationship management","level":4,"score":0.43924155831336975},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4288843274116516},{"id":"https://openalex.org/C2778897053","wikidata":"https://www.wikidata.org/wiki/Q125783","display_name":"Supplier evaluation","level":4,"score":0.4242994785308838},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.4168429970741272},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.34231600165367126},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21732372045516968},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1390381157398224},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13825666904449463},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09758591651916504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-10-2021-1046","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-10-2021-1046","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1804047783","https://openalex.org/W2003800557","https://openalex.org/W2014644425","https://openalex.org/W2028453732","https://openalex.org/W2052544013","https://openalex.org/W2053853119","https://openalex.org/W2068123185","https://openalex.org/W2075033199","https://openalex.org/W2085287108","https://openalex.org/W2136821145","https://openalex.org/W2530583575","https://openalex.org/W2754472352","https://openalex.org/W2763125701","https://openalex.org/W2784202444","https://openalex.org/W2790908211","https://openalex.org/W2798217960","https://openalex.org/W2883540955","https://openalex.org/W2883681189","https://openalex.org/W2902557379","https://openalex.org/W2906779412","https://openalex.org/W2909972633","https://openalex.org/W2922285790","https://openalex.org/W2922814032","https://openalex.org/W2926679264","https://openalex.org/W2977420285","https://openalex.org/W3004365723","https://openalex.org/W3020652855","https://openalex.org/W3038536823","https://openalex.org/W3042849238","https://openalex.org/W3090403076","https://openalex.org/W3097814973","https://openalex.org/W3100436364","https://openalex.org/W3106340192","https://openalex.org/W3117999989","https://openalex.org/W3122162460","https://openalex.org/W3127419729","https://openalex.org/W3129523205","https://openalex.org/W3136676379","https://openalex.org/W3159569824","https://openalex.org/W3168604754","https://openalex.org/W3170213704","https://openalex.org/W3187965872","https://openalex.org/W4211007335"],"related_works":["https://openalex.org/W3097899349","https://openalex.org/W2140073938","https://openalex.org/W4253026028","https://openalex.org/W2191784840","https://openalex.org/W4328143918","https://openalex.org/W4391291722","https://openalex.org/W3016290942","https://openalex.org/W3081539729","https://openalex.org/W2080853999","https://openalex.org/W2096404298"],"abstract_inverted_index":{"Purpose":[0],"Due":[1],"to":[2,36,52,86,110,114,145,151,167,229],"the":[3,29,37,65,78,88,94,102,116,127,135,147,152,162,169,174,186,212,222,231],"fierce":[4],"market":[5],"competition,":[6],"many":[7],"organizations":[8],"seek":[9],"global":[10,24,58,154,208],"suppliers":[11,25,120],"because":[12],"of":[13,28,39,48,67,118,161,173,200],"lower":[14],"procurement":[15],"costs":[16],"and":[17,42,61,121,171,180,193,204],"better":[18],"product":[19],"quality.":[20],"However,":[21],"selecting":[22],"suitable":[23],"is":[26,51,84,165],"one":[27],"complicated":[30],"decision-making":[31],"tasks":[32],"for":[33,57,105],"decision-makers":[34],"due":[35],"involvement":[38],"various":[40],"qualitative":[41],"quantitative":[43],"factors.":[44],"The":[45,177],"primary":[46],"purpose":[47],"this":[49,226],"research":[50,227],"design":[53],"an":[54,69,235],"integrated":[55,236],"approach":[56,237],"supplier":[59,209],"selection":[60,210],"order":[62,106,149,194],"allocation":[63,195],"in":[64,211,221],"context":[66],"developing":[68,234],"environment-friendly":[70],"supply":[71],"chain":[72],"under":[73],"data":[74,196,241],"uncertainty.":[75,197],"Design/methodology/approach":[76],"Initially,":[77],"fuzzy":[79,103],"analytical":[80],"hierarchy":[81],"process":[82],"(FAHP)":[83],"used":[85],"calculate":[87],"selected":[89,119,153],"criteria":[90],"weights.":[91],"After":[92],"that,":[93],"weights":[95],"obtained":[96,128],"from":[97,130],"FAHP":[98],"are":[99,132],"inserted":[100],"into":[101,134],"technique":[104],"preference":[107],"by":[108,233],"similarity":[109],"ideal":[111],"solution":[112],"(FTOPSIS)":[113],"examine":[115],"performance":[117],"determine":[122],"their":[123],"final":[124],"ranks.":[125],"Finally,":[126],"results":[129,183],"FTOPSIS":[131],"incorporated":[133],"multi-choice":[136],"goal":[137],"programming":[138],"(MCGP)":[139],"model,":[140],"which":[141],"involves":[142],"multi-aspiration":[143],"levels":[144],"allocate":[146],"optimal":[148],"quantity":[150],"suppliers.":[155],"Findings":[156],"A":[157],"real-time":[158],"case":[159,178],"study":[160,179],"automotive":[163,213],"industry":[164],"presented":[166],"demonstrate":[168],"efficiency":[170],"practicality":[172],"suggested":[175],"approach.":[176],"sensitivity":[181],"analysis":[182],"show":[184],"that":[185,238],"proposed":[187],"model":[188],"effectively":[189],"tackles":[190],"suppliers'":[191],"evaluation":[192],"Originality/value":[198],"Incorporation":[199],"risks,":[201],"environmental":[202],"management":[203],"economic":[205],"factors":[206],"during":[207],"sector":[214],"has":[215],"not":[216],"been":[217],"given":[218],"much":[219],"attention":[220],"past":[223],"literature.":[224],"So,":[225],"aims":[228],"fulfill":[230],"gap":[232],"can":[239],"tackle":[240],"uncertainty":[242],"effectively.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
