{"id":"https://openalex.org/W7225410741","doi":"https://doi.org/10.1142/s0217590826400199","title":"Intelligent Brains, Green Gains: How Artificial Intelligence Adoption Shapes Green Economic Efficiency?","display_name":"Intelligent Brains, Green Gains: How Artificial Intelligence Adoption Shapes Green Economic Efficiency?","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225410741","doi":"https://doi.org/10.1142/s0217590826400199"},"language":"en","primary_location":{"id":"doi:10.1142/s0217590826400199","doi":"https://doi.org/10.1142/s0217590826400199","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0217590826400199","pdf_url":null,"source":{"id":"https://openalex.org/S62126747","display_name":"The Singapore Economic Review","issn_l":"0217-5908","issn":["0217-5908","1793-6837"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Singapore Economic Review","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5161047099","display_name":"Yuhan Gu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuhan Gu","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161018177","display_name":"Qing Yang","orcid":"https://orcid.org/0009-0009-8904-7983","observed_orcids":["https://orcid.org/0009-0009-8904-7983"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qing Yang","raw_affiliation_strings":["https://orcid.org/0009-0009-8904-7983"],"raw_orcid":"https://orcid.org/0009-0009-8904-7983","affiliations":[{"raw_affiliation_string":"https://orcid.org/0009-0009-8904-7983","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085951839","display_name":"Lingli Qing","orcid":"https://orcid.org/0000-0002-7551-2612","observed_orcids":["https://orcid.org/0000-0002-7551-2612"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lingli Qing","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027113413","display_name":"Mingfang Dong","orcid":"https://orcid.org/0000-0003-1169-0134","observed_orcids":["https://orcid.org/0000-0003-1169-0134"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingfang Dong","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073597933","display_name":"\u9648\u601d\u601d","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sisi Chen","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10438","display_name":"Energy, Environment, Economic Growth","score":0.7074999809265137,"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":0.7074999809265137,"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/T12958","display_name":"Digital Economy and Transformation","score":0.22130000591278076,"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/T13432","display_name":"Environmental Sustainability and Technology","score":0.02329999953508377,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/artificial-intelligence-adoption","display_name":"artificial intelligence adoption","score":1.0},{"id":"https://openalex.org/keywords/green-economic-efficiency","display_name":"green economic efficiency","score":0.9909999966621399},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"resource allocation","score":0.7450000047683716},{"id":"https://openalex.org/keywords/green-technology-innovation","display_name":"green technology innovation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/industrial-upgrading","display_name":"industrial upgrading","score":0.9980000257492065},{"id":"https://openalex.org/keywords/talent-introduction","display_name":"talent introduction","score":0.8330000042915344},{"id":"https://openalex.org/keywords/marketization","display_name":"marketization","score":0.9710000157356262},{"id":"https://openalex.org/keywords/public-environmental-concern","display_name":"public environmental concern","score":0.9909999966621399},{"id":"https://openalex.org/keywords/economic-sustainability","display_name":"economic sustainability","score":0.753000020980835},{"id":"https://openalex.org/keywords/chinese-prefecture-level-cities","display_name":"Chinese prefecture-level cities","score":0.8740000128746033}],"concepts":[{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5128999948501587},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4575999975204468},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4262000024318695},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3788999915122986},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.3619999885559082},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3619000017642975},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.350600004196167},{"id":"https://openalex.org/C3017409249","wikidata":"https://www.wikidata.org/wiki/Q23582796","display_name":"Resource use","level":2,"score":0.33570000529289246},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.3215999901294708},{"id":"https://openalex.org/C109332788","wikidata":"https://www.wikidata.org/wiki/Q615445","display_name":"Economic efficiency","level":2,"score":0.3084999918937683},{"id":"https://openalex.org/C74363100","wikidata":"https://www.wikidata.org/wiki/Q273005","display_name":"Economic system","level":1,"score":0.2996000051498413},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.27630001306533813},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.27469998598098755},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27140000462532043},{"id":"https://openalex.org/C2993150066","wikidata":"https://www.wikidata.org/wiki/Q2491831","display_name":"Green innovation","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C2991942024","wikidata":"https://www.wikidata.org/wiki/Q51844591","display_name":"Public life","level":3,"score":0.2637999951839447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26100000739097595},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.2563000023365021},{"id":"https://openalex.org/C2778556080","wikidata":"https://www.wikidata.org/wiki/Q5603535","display_name":"Green growth","level":3,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0217590826400199","doi":"https://doi.org/10.1142/s0217590826400199","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0217590826400199","pdf_url":null,"source":{"id":"https://openalex.org/S62126747","display_name":"The Singapore Economic Review","issn_l":"0217-5908","issn":["0217-5908","1793-6837"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Singapore Economic Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.821399986743927,"id":"https://metadata.un.org/sdg/13"},{"display_name":"Sustainable cities and communities","score":0.7646999955177307,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7151522321","https://openalex.org/W4412860300","https://openalex.org/W7128737259","https://openalex.org/W4413210847","https://openalex.org/W7222939343","https://openalex.org/W7118174564","https://openalex.org/W4402191504","https://openalex.org/W4412879118","https://openalex.org/W4404275526","https://openalex.org/W7125522062"],"abstract_inverted_index":{"This":[0,60],"study":[1],"examines":[2],"how":[3],"artificial":[4],"intelligence":[5],"(AI)":[6],"adoption":[7,54],"affects":[8],"urban":[9],"green":[10,68],"economic":[11,102],"efficiency":[12],"(GEE)":[13],"through":[14],"a":[15,20,46],"new":[16,37],"institutional":[17,98],"lens.":[18],"Using":[19],"staggered":[21],"difference-in-differences":[22],"framework":[23],"on":[24,100],"284":[25],"Chinese":[26],"prefecture-level":[27],"cities":[28,82],"from":[29],"2013":[30],"to":[31],"2023,":[32],"we":[33],"treat":[34],"China's":[35],"national":[36],"generation":[38],"AI":[39,53],"innovative":[40],"development":[41],"pilot":[42],"zones":[43],"policy":[44],"as":[45],"quasi-natural":[47],"experiment.":[48],"Our":[49],"results":[50],"reveal":[51],"that":[52],"significantly":[55],"increases":[56],"GEE":[57],"by":[58,64],"6.6%.":[59],"improvement":[61],"is":[62],"driven":[63],"optimized":[65],"resource":[66],"allocation,":[67],"technology":[69],"innovation,":[70],"and":[71,89],"industrial":[72],"structure":[73],"upgrading.":[74],"Also,":[75],"the":[76,97],"benefits":[77],"are":[78],"most":[79],"pronounced":[80],"in":[81],"with":[83],"strong":[84],"talent":[85],"introduction,":[86],"high":[87],"marketization,":[88],"lower":[90],"public":[91],"environmental":[92],"concern.":[93],"These":[94],"insights":[95],"advance":[96],"discourse":[99],"AI-mediated":[101],"sustainability.":[103]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-07T00:00:00"}