{"id":"https://openalex.org/W2914278889","doi":"https://doi.org/10.1109/access.2019.2897137","title":"Do Commercial Banks Benefited From the Belt and Road Initiative? A Three-Stage DEA-Tobit-NN Analysis","display_name":"Do Commercial Banks Benefited From the Belt and Road Initiative? A Three-Stage DEA-Tobit-NN Analysis","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2914278889","doi":"https://doi.org/10.1109/access.2019.2897137","mag":"2914278889"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2897137","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2897137","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08633822.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08633822.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Akber Aman Shah","orcid":"https://orcid.org/0000-0002-7295-4108"},"institutions":[{"id":"https://openalex.org/I114218197","display_name":"Chinese Academy of Social Sciences","ror":"https://ror.org/05bxbmy32","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Akber Aman Shah","raw_affiliation_strings":["School of Economics and Management, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7295-4108","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I114218197","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694948","display_name":"Desheng Wu","orcid":"https://orcid.org/0000-0001-6201-9047"},"institutions":[{"id":"https://openalex.org/I114218197","display_name":"Chinese Academy of Social Sciences","ror":"https://ror.org/05bxbmy32","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Desheng Dash Wu","raw_affiliation_strings":["School of Economics and Management, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I114218197","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041619429","display_name":"\u0412. \u0412. \u041a\u043e\u0440\u043e\u0442\u043a\u043e\u0432","orcid":"https://orcid.org/0000-0002-5965-6819"},"institutions":[{"id":"https://openalex.org/I114218197","display_name":"Chinese Academy of Social Sciences","ror":"https://ror.org/05bxbmy32","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Vladimir Korotkov","raw_affiliation_strings":["School of Economics and Management, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I114218197","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031831265","display_name":"Gul Jabeen","orcid":"https://orcid.org/0000-0002-0624-8440"},"institutions":[{"id":"https://openalex.org/I236232284","display_name":"Karakoram International University","ror":"https://ror.org/0324r4e56","country_code":"PK","type":"education","lineage":["https://openalex.org/I236232284"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Gul Jabeen","raw_affiliation_strings":["Department of Computer Science, Karakoram International University, Gilgit, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Karakoram International University, Gilgit, Pakistan","institution_ids":["https://openalex.org/I236232284"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114218197","https://openalex.org/I19820366"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.2636,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88241989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"37936","last_page":"37949"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9998999834060669,"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":0.9998999834060669,"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/T10127","display_name":"Banking stability, regulation, efficiency","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/T11182","display_name":"Auction Theory and Applications","score":0.9508000016212463,"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/tobit-model","display_name":"Tobit model","score":0.9673932790756226},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.829948902130127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6419766545295715},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5110222101211548},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5032219290733337},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42743033170700073},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4121241569519043},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.24202242493629456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.218142569065094},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19246730208396912},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14887788891792297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11634910106658936}],"concepts":[{"id":"https://openalex.org/C166866094","wikidata":"https://www.wikidata.org/wiki/Q1307251","display_name":"Tobit model","level":2,"score":0.9673932790756226},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.829948902130127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6419766545295715},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5110222101211548},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5032219290733337},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42743033170700073},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4121241569519043},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24202242493629456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.218142569065094},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19246730208396912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14887788891792297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11634910106658936},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2897137","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2897137","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08633822.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9ff02b2ae48541acb0dc55501b9266e6","is_oa":true,"landing_page_url":"https://doaj.org/article/9ff02b2ae48541acb0dc55501b9266e6","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":"IEEE Access, Vol 7, Pp 37936-37949 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2897137","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2897137","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08633822.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1124033412","display_name":null,"funder_award_id":"71825007","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G204575243","display_name":null,"funder_award_id":"MMW 2015.0007","funder_id":"https://openalex.org/F4320327344","funder_display_name":"Marcus och Amalia Wallenbergs minnesfond"},{"id":"https://openalex.org/G2699011821","display_name":null,"funder_award_id":"2016YFC0503606","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3086525629","display_name":null,"funder_award_id":"QYZDB-SSW-SYS021","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3984594337","display_name":null,"funder_award_id":"QYZDB-SSW-SYS021","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G4255686370","display_name":null,"funder_award_id":"71825007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G530326647","display_name":null,"funder_award_id":"2016YFC0503606","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G6664453952","display_name":null,"funder_award_id":"2015.0007","funder_id":"https://openalex.org/F4320327344","funder_display_name":"Marcus och Amalia Wallenbergs minnesfond"},{"id":"https://openalex.org/G6962659558","display_name":null,"funder_award_id":"2016YFC0503606","funder_id":"https://openalex.org/F4320309618","funder_display_name":"Ministry of Science and Technology"},{"id":"https://openalex.org/G7908675398","display_name":null,"funder_award_id":"211211KYSB20180042","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320327344","display_name":"Marcus och Amalia Wallenbergs minnesfond","ror":"https://ror.org/024f3s581"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2914278889.pdf","grobid_xml":"https://content.openalex.org/works/W2914278889.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1535184532","https://openalex.org/W1598668233","https://openalex.org/W1901152882","https://openalex.org/W1968816602","https://openalex.org/W1972114184","https://openalex.org/W1974814357","https://openalex.org/W1978385016","https://openalex.org/W1978889916","https://openalex.org/W1979029068","https://openalex.org/W1993147828","https://openalex.org/W2019935301","https://openalex.org/W2020589114","https://openalex.org/W2022679355","https://openalex.org/W2026343940","https://openalex.org/W2026402225","https://openalex.org/W2029369144","https://openalex.org/W2035946248","https://openalex.org/W2038622556","https://openalex.org/W2040497227","https://openalex.org/W2044272811","https://openalex.org/W2044758729","https://openalex.org/W2048567015","https://openalex.org/W2057113980","https://openalex.org/W2061831630","https://openalex.org/W2076252304","https://openalex.org/W2076301824","https://openalex.org/W2076452041","https://openalex.org/W2084660657","https://openalex.org/W2088971816","https://openalex.org/W2090849644","https://openalex.org/W2092667551","https://openalex.org/W2095569416","https://openalex.org/W2102236934","https://openalex.org/W2104516715","https://openalex.org/W2106177888","https://openalex.org/W2106429028","https://openalex.org/W2123993145","https://openalex.org/W2129763896","https://openalex.org/W2152978810","https://openalex.org/W2177092340","https://openalex.org/W2290349410","https://openalex.org/W2462969313","https://openalex.org/W2475140114","https://openalex.org/W2548490199","https://openalex.org/W2568986681","https://openalex.org/W2581029168","https://openalex.org/W2796451933","https://openalex.org/W2806992509","https://openalex.org/W3123069215","https://openalex.org/W3125862352","https://openalex.org/W3178978553","https://openalex.org/W4206037471","https://openalex.org/W4235389347","https://openalex.org/W6635715684","https://openalex.org/W6675422721"],"related_works":["https://openalex.org/W4321845143","https://openalex.org/W4224251527","https://openalex.org/W2114502412","https://openalex.org/W2969565015","https://openalex.org/W2371687945","https://openalex.org/W4200006402","https://openalex.org/W4200187946","https://openalex.org/W2801360836","https://openalex.org/W2907255607","https://openalex.org/W801259463"],"abstract_inverted_index":{"The":[0,120,154],"data":[1],"envelopment":[2],"analysis":[3],"(DEA)":[4],"treats":[5],"decision-making":[6],"units":[7],"(DMUs)":[8],"as":[9],"black":[10],"boxes:":[11],"there":[12],"is":[13,65,123],"an":[14],"unknown":[15],"internal":[16,37],"structure":[17,38],"and":[18,48,101,140],"transformation":[19],"mechanism":[20],"of":[21,39,55,80,114,129],"input":[22],"to":[23,30,67,71,76,90,97,106,125,166],"output.":[24],"Two-stage":[25],"models":[26],"have":[27,136],"been":[28],"proposed":[29],"resolve":[31],"this":[32],"problem":[33],"by":[34],"considering":[35],"the":[36,52,60,78,99,112,126,133,138,160,169],"DMUs.":[40,81],"However,":[41],"each":[42],"DMU":[43,116],"has":[44],"a":[45,85,93,102,115],"different":[46],"structure,":[47],"in":[49,59,111],"two-stage":[50],"models,":[51],"poor":[53],"estimation":[54],"sub-models":[56],"causes":[57],"conflicts":[58],"intermediate":[61],"layer.":[62],"Therefore,":[63],"it":[64],"necessary":[66],"use":[68],"additional":[69],"tools":[70],"extract":[72],"insight":[73],"into":[74],"opportunities":[75],"enhance":[77],"performance":[79],"This":[82],"paper":[83],"presents":[84],"three-stage":[86],"model":[87,96,122],"employing":[88],"DEA":[89],"evaluate":[91],"efficiency,":[92],"Tobit":[94],"regression":[95],"identify":[98],"determinants,":[100],"neural":[103],"network":[104],"(NN)":[105],"improve":[107],"those":[108],"determinants.":[109],"Improvement":[110],"determinants":[113],"enhances":[117],"its":[118],"efficiency.":[119],"developed":[121],"applied":[124],"empirical":[127],"dataset":[128],"commercial":[130],"banks":[131,165],"from":[132,168],"countries":[134],"that":[135],"joined":[137],"belt":[139],"road":[141],"initiative":[142],"(BRI),":[143],"grouping":[144],"them":[145],"based":[146],"on":[147,159],"their":[148],"economist":[149],"intelligence":[150],"unit":[151],"(EIU)":[152],"rating.":[153],"results":[155],"provide":[156],"valuable":[157],"information":[158],"efficiency":[161],"enhancement":[162],"process":[163],"for":[164],"benefit":[167],"BRI.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
