{"id":"https://openalex.org/W4410538495","doi":"https://doi.org/10.3390/a18050297","title":"A Regret-Enhanced DEA Approach to Mapping Renewable Energy Efficiency in Asia\u2019s Growth Economies","display_name":"A Regret-Enhanced DEA Approach to Mapping Renewable Energy Efficiency in Asia\u2019s Growth Economies","publication_year":2025,"publication_date":"2025-05-20","ids":{"openalex":"https://openalex.org/W4410538495","doi":"https://doi.org/10.3390/a18050297"},"language":"en","primary_location":{"id":"doi:10.3390/a18050297","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18050297","pdf_url":"https://www.mdpi.com/1999-4893/18/5/297/pdf?version=1747754480","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/18/5/297/pdf?version=1747754480","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053552469","display_name":"Chia\u2010Nan Wang","orcid":"https://orcid.org/0000-0002-2374-3830"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Nan Wang","raw_affiliation_strings":["Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 807618, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-2374-3830","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 807618, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023246736","display_name":"Nhat\u2010Luong Nhieu","orcid":"https://orcid.org/0000-0002-9732-601X"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Nhat-Luong Nhieu","raw_affiliation_strings":["Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 807618, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9732-601X","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 807618, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111969178","display_name":"Yi-Ning Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Cin Ye","raw_affiliation_strings":["Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 807618, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 807618, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023246736"],"corresponding_institution_ids":["https://openalex.org/I4387154394"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":2.5594,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.9024492,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":"5","first_page":"297","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11336","display_name":"Energy and Environment Impacts","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.8373855948448181},{"id":"https://openalex.org/keywords/energy-security","display_name":"Energy security","score":0.594546914100647},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.5607391595840454},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.5119977593421936},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.5073105692863464},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5071473121643066},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5026814937591553},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.42283278703689575},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3582081198692322},{"id":"https://openalex.org/keywords/natural-resource-economics","display_name":"Natural resource economics","score":0.3470967411994934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2030397355556488},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1262510120868683},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09757891297340393}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.8373855948448181},{"id":"https://openalex.org/C2777172336","wikidata":"https://www.wikidata.org/wiki/Q2700433","display_name":"Energy security","level":3,"score":0.594546914100647},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5607391595840454},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5119977593421936},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.5073105692863464},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5071473121643066},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5026814937591553},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.42283278703689575},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3582081198692322},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.3470967411994934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2030397355556488},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1262510120868683},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09757891297340393},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a18050297","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18050297","pdf_url":"https://www.mdpi.com/1999-4893/18/5/297/pdf?version=1747754480","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:03e395c6823143c6910ba7a96334e5f3","is_oa":true,"landing_page_url":"https://doaj.org/article/03e395c6823143c6910ba7a96334e5f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 18, Iss 5, p 297 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a18050297","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18050297","pdf_url":"https://www.mdpi.com/1999-4893/18/5/297/pdf?version=1747754480","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410538495.pdf","grobid_xml":"https://content.openalex.org/works/W4410538495.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1782513414","https://openalex.org/W1974310235","https://openalex.org/W1976654251","https://openalex.org/W1985177191","https://openalex.org/W1993662656","https://openalex.org/W2005605090","https://openalex.org/W2011763063","https://openalex.org/W2041866517","https://openalex.org/W2042221267","https://openalex.org/W2042791749","https://openalex.org/W2067893130","https://openalex.org/W2072855896","https://openalex.org/W2076452041","https://openalex.org/W2091991353","https://openalex.org/W2097173585","https://openalex.org/W2145964516","https://openalex.org/W2148019586","https://openalex.org/W2149703846","https://openalex.org/W2156577211","https://openalex.org/W2281349731","https://openalex.org/W2340309601","https://openalex.org/W2506753585","https://openalex.org/W2529526315","https://openalex.org/W2552351202","https://openalex.org/W2560795629","https://openalex.org/W2585434644","https://openalex.org/W2586658677","https://openalex.org/W2619888816","https://openalex.org/W2905847250","https://openalex.org/W2972846569","https://openalex.org/W2979385082","https://openalex.org/W3011865677","https://openalex.org/W3025052799","https://openalex.org/W3032923593","https://openalex.org/W3037427206","https://openalex.org/W3085796982","https://openalex.org/W3088328844","https://openalex.org/W3135882228","https://openalex.org/W3159254601","https://openalex.org/W3170280474","https://openalex.org/W3179100918","https://openalex.org/W3188001017","https://openalex.org/W3196882478","https://openalex.org/W3197968645","https://openalex.org/W3212667064","https://openalex.org/W3216987166","https://openalex.org/W4205403523","https://openalex.org/W4206800018","https://openalex.org/W4210270208","https://openalex.org/W4220816371","https://openalex.org/W4220943946","https://openalex.org/W4280491315","https://openalex.org/W4293692317","https://openalex.org/W4294844203","https://openalex.org/W4309315775","https://openalex.org/W4324359492","https://openalex.org/W4409088755","https://openalex.org/W4409998932","https://openalex.org/W6842737933"],"related_works":["https://openalex.org/W2971351794","https://openalex.org/W4376155396","https://openalex.org/W1947085858","https://openalex.org/W2174986909","https://openalex.org/W2527791220","https://openalex.org/W2101991911","https://openalex.org/W2155070487","https://openalex.org/W4311589891","https://openalex.org/W2034188598","https://openalex.org/W1969622631"],"abstract_inverted_index":{"Renewable":[0],"energy":[1,12,120,159],"(RE)":[2],"is":[3],"pivotal":[4],"to":[5,56,115,150],"achieving":[6],"both":[7],"environmental":[8],"sustainability":[9],"and":[10,25,73,78,87,106,133,147],"long-term":[11],"security,":[13],"yet":[14],"systematic":[15],"evidence":[16],"on":[17],"the":[18,47,54,62,98,102,130,137],"efficiency":[19,44],"of":[20,50,101],"RE":[21,66],"investment":[22,67],"across":[23],"South":[24],"Southeast":[26],"Asia":[27],"remains":[28],"sparse.":[29],"This":[30],"study":[31],"introduces":[32],"a":[33,117,154],"rejoice\u2013regret":[34,134],"utility":[35],"cross-efficiency":[36],"DEA":[37],"(RRUCE-DEA)":[38],"framework":[39],"that":[40,111],"fuses":[41],"conventional":[42],"quantitative":[43],"measurement":[45],"with":[46,92],"behavioral":[48],"insights":[49],"regret":[51,131],"theory.":[52],"Applying":[53],"model":[55],"16":[57],"countries":[58],"shows":[59],"India":[60],"as":[61],"benchmark":[63],"for":[64,95,145],"efficient":[65],"allocation,":[68],"followed":[69],"closely":[70],"by":[71],"Pakistan":[72],"Indonesia.":[74],"The":[75,140],"Philippines,":[76],"Malaysia,":[77],"Vietnam":[79],"also":[80],"post":[81],"strong":[82],"results,":[83],"whereas":[84],"Sri":[85],"Lanka":[86],"Thailand":[88],"reveal":[89],"moderate":[90],"performance":[91],"clear":[93],"room":[94],"improvement.":[96],"At":[97],"lower":[99],"end":[100],"spectrum,":[103],"Cambodia,":[104],"Myanmar,":[105],"Afghanistan":[107],"encounter":[108],"significant":[109],"hurdles":[110],"must":[112],"be":[113],"overcome":[114],"achieve":[116],"successful":[118],"clean":[119],"transition.":[121],"A":[122],"sensitivity":[123],"analysis":[124],"further":[125],"explores":[126],"how":[127],"variations":[128],"in":[129],"aversion":[132],"coefficients":[135],"affect":[136],"RRUCE-DEA":[138],"outcomes.":[139],"findings":[141],"provide":[142],"actionable":[143],"guidance":[144],"policymakers":[146],"investors":[148],"seeking":[149],"channel":[151],"resources":[152],"toward":[153],"cleaner,":[155],"more":[156],"sustainable":[157],"regional":[158],"portfolio.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
