{"id":"https://openalex.org/W7203737481","doi":"https://doi.org/10.2139/ssrn.7315919","title":"A Log-Linear External-Weight-Restricted Self-Efficiency Extension of Multiplicative Data Envelopment Analysis for Multi-Criteria Decision-Making and Practical Decision Support Applications","display_name":"A Log-Linear External-Weight-Restricted Self-Efficiency Extension of Multiplicative Data Envelopment Analysis for Multi-Criteria Decision-Making and Practical Decision Support Applications","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7203737481","doi":"https://doi.org/10.2139/ssrn.7315919"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.7315919","doi":"https://doi.org/10.2139/ssrn.7315919","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7315919","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.7315919","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056407274","display_name":"Narong Wichapa","orcid":"https://orcid.org/0000-0002-7292-8647","observed_orcids":["https://orcid.org/0000-0002-7292-8647"]},"institutions":[{"id":"https://openalex.org/I4210130206","display_name":"Kalasin University","ror":"https://ror.org/02g702008","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210130206"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Narong Wichapa","raw_affiliation_strings":["Kalasin University, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-7292-8647","affiliations":[{"raw_affiliation_string":"Kalasin University, Thailand","institution_ids":["https://openalex.org/I4210130206"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010680213","display_name":"Atchara Choompol","orcid":"https://orcid.org/0000-0001-6884-3889","observed_orcids":["https://orcid.org/0000-0001-6884-3889"]},"institutions":[{"id":"https://openalex.org/I4210130206","display_name":"Kalasin University","ror":"https://ror.org/02g702008","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210130206"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Atchara Choompol","raw_affiliation_strings":["Kalasin University, Thailand"],"raw_orcid":"https://orcid.org/0000-0001-6884-3889","affiliations":[{"raw_affiliation_string":"Kalasin University, Thailand","institution_ids":["https://openalex.org/I4210130206"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010680213"],"corresponding_institution_ids":["https://openalex.org/I4210130206"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.7265999913215637,"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":0.7265999913215637,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.26100000739097595,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.007499999832361937,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/assurance-region","display_name":"assurance region","score":0.75},{"id":"https://openalex.org/keywords/criteria-weighting","display_name":"criteria weighting","score":0.6169999837875366},{"id":"https://openalex.org/keywords/linear-programming-reformulation","display_name":"linear programming reformulation","score":0.6000000238418579},{"id":"https://openalex.org/keywords/alternative-ranking","display_name":"alternative ranking","score":0.7789999842643738},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.8479999899864197}],"concepts":[{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.878600001335144},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.7497000098228455},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6004999876022339},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.5856999754905701},{"id":"https://openalex.org/C124584101","wikidata":"https://www.wikidata.org/wiki/Q1053266","display_name":"Multiplier (economics)","level":2,"score":0.558899998664856},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5397999882698059},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.47920000553131104},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4779999852180481},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4749999940395355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4262999892234802},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.36719998717308044},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3336000144481659},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.31369999051094055},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.2921999990940094},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C59594135","wikidata":"https://www.wikidata.org/wiki/Q5249242","display_name":"Decision model","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.7315919","doi":"https://doi.org/10.2139/ssrn.7315919","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7315919","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.7315919","doi":"https://doi.org/10.2139/ssrn.7315919","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7315919","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1488439072","https://openalex.org/W1521275282","https://openalex.org/W1536231159","https://openalex.org/W1974043681","https://openalex.org/W1978748751","https://openalex.org/W1985717477","https://openalex.org/W1991381478","https://openalex.org/W1998842685","https://openalex.org/W2001665336","https://openalex.org/W2013858410","https://openalex.org/W2016750412","https://openalex.org/W2018454036","https://openalex.org/W2019443512","https://openalex.org/W2032871323","https://openalex.org/W2042221267","https://openalex.org/W2043513935","https://openalex.org/W2044063651","https://openalex.org/W2051804159","https://openalex.org/W2059757004","https://openalex.org/W2062083276","https://openalex.org/W2065729856","https://openalex.org/W2070323115","https://openalex.org/W2076452041","https://openalex.org/W2078483536","https://openalex.org/W2085362189","https://openalex.org/W2088255875","https://openalex.org/W2115414889","https://openalex.org/W2116097028","https://openalex.org/W2122262038","https://openalex.org/W2169979035","https://openalex.org/W2336473189","https://openalex.org/W2506768821","https://openalex.org/W2581029168","https://openalex.org/W2901435174","https://openalex.org/W4406863439"],"related_works":["https://openalex.org/W2000200316","https://openalex.org/W2171318314","https://openalex.org/W1558417057","https://openalex.org/W2985418325","https://openalex.org/W2565700341","https://openalex.org/W1987012483","https://openalex.org/W2978223686","https://openalex.org/W2507036528","https://openalex.org/W2974136159","https://openalex.org/W2169979035"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-08-20T00:00:00"}
