{"id":"https://openalex.org/W4290928828","doi":"https://doi.org/10.1016/j.procs.2022.07.073","title":"The impact of governance structure on bank performance: A cross-country panel analysis using statistical learning algorithms","display_name":"The impact of governance structure on bank performance: A cross-country panel analysis using statistical learning algorithms","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4290928828","doi":"https://doi.org/10.1016/j.procs.2022.07.073"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2022.07.073","doi":"https://doi.org/10.1016/j.procs.2022.07.073","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2022.07.073","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050922006780/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciencedirect.com/science/article/pii/S1877050922006780/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053904042","display_name":"Oumniya Amrani","orcid":"https://orcid.org/0000-0002-3916-9757","observed_orcids":["https://orcid.org/0000-0002-3916-9757"]},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Oumniya Amrani","raw_affiliation_strings":["LARCEPEM, CIRPEC, FSJES-Souissi, Mohamed V University, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LARCEPEM, CIRPEC, FSJES-Souissi, Mohamed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088263204","display_name":"Amal Najab","orcid":"https://orcid.org/0000-0003-3363-3309","observed_orcids":["https://orcid.org/0000-0003-3363-3309"]},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Amal Najab","raw_affiliation_strings":["LARCEPEM, CIRPEC, FSJES-Souissi, Mohamed V University, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LARCEPEM, CIRPEC, FSJES-Souissi, Mohamed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011581446","display_name":"Mohamed Azmi","orcid":"https://orcid.org/0000-0003-0690-314X","observed_orcids":["https://orcid.org/0000-0003-0690-314X"]},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Azmi","raw_affiliation_strings":["ENSAM, Hassan II University, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSAM, Hassan II University, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053904042"],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":18.4779,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.99472928,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"203","issue":null,"first_page":"520","last_page":"524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10127","display_name":"Banking stability, regulation, efficiency","score":0.5863999724388123,"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"}},"topics":[{"id":"https://openalex.org/T10127","display_name":"Banking stability, regulation, efficiency","score":0.5863999724388123,"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/T10019","display_name":"Corporate Finance and Governance","score":0.3052000105381012,"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/T14183","display_name":"Banking Sector Performance and Management","score":0.03180000185966492,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/corporate-governance","display_name":"corporate governance","score":0.7070000171661377},{"id":"https://openalex.org/keywords/bank-performance","display_name":"bank performance","score":0.9340000152587891},{"id":"https://openalex.org/keywords/board-of-directors","display_name":"board of directors","score":0.7680000066757202},{"id":"https://openalex.org/keywords/ceo-duality","display_name":"CEO duality","score":0.9380000233650208},{"id":"https://openalex.org/keywords/board-size","display_name":"board size","score":0.7960000038146973},{"id":"https://openalex.org/keywords/gender-diversity","display_name":"gender diversity","score":0.7509999871253967},{"id":"https://openalex.org/keywords/bank-profitability","display_name":"bank profitability","score":0.6039999723434448},{"id":"https://openalex.org/keywords/financial-crises","display_name":"financial crisis","score":0.8769999742507935},{"id":"https://openalex.org/keywords/subprime-mortgage-crisis","display_name":"subprime crisis","score":0.9350000023841858},{"id":"https://openalex.org/keywords/cross-national-comparison","display_name":"cross-national comparison","score":0.515999972820282}],"concepts":[{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.8158141374588013},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5501053929328918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5451170802116394},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.5374157428741455},{"id":"https://openalex.org/C60675406","wikidata":"https://www.wikidata.org/wiki/Q2049349","display_name":"Panel analysis","level":3,"score":0.4287474453449249},{"id":"https://openalex.org/C73283319","wikidata":"https://www.wikidata.org/wiki/Q1416617","display_name":"Financial system","level":1,"score":0.4229603111743927},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.39169517159461975},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25888973474502563},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.25721901655197144},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.21928802132606506}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2022.07.073","doi":"https://doi.org/10.1016/j.procs.2022.07.073","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2022.07.073","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050922006780/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2022.07.073","doi":"https://doi.org/10.1016/j.procs.2022.07.073","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2022.07.073","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050922006780/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.48510000109672546}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290928828.pdf","grobid_xml":"https://content.openalex.org/works/W4290928828.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1675644696","https://openalex.org/W2041562787","https://openalex.org/W2051287701","https://openalex.org/W2096167588","https://openalex.org/W2100116030","https://openalex.org/W2117142641","https://openalex.org/W2995415797","https://openalex.org/W3019571465","https://openalex.org/W3122985993","https://openalex.org/W3124164974","https://openalex.org/W3193568203","https://openalex.org/W4200419601","https://openalex.org/W4206776362"],"related_works":["https://openalex.org/W4249325986","https://openalex.org/W2482827256","https://openalex.org/W2575121842","https://openalex.org/W3165536099","https://openalex.org/W2561761117","https://openalex.org/W745955636","https://openalex.org/W3166950072","https://openalex.org/W3049226956","https://openalex.org/W4312344491","https://openalex.org/W157389418"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,24,40,51,61,69,85,95],"relationship":[4],"between":[5,71],"governance":[6],"structure":[7],"and":[8,13,35,60,73,78,91,113],"bank":[9,82,101],"performance":[10,83,102],"in":[11,104],"normal":[12,58],"crisis":[14,63,105],"times.":[15],"Using":[16],"statistical":[17],"learning":[18],"algorithms":[19],"on":[20,30,42,81,100,116],"R,":[21],"we":[22],"regressed":[23],"profitability":[25,43],"indicators":[26],"as":[27],"dependent":[28],"variables":[29,37],"board":[31],"structure,":[32],"bank-specific":[33],"characteristics,":[34],"macroeconomic":[36],"to":[38,55],"examine":[39],"impact":[41,80,115],"for":[44,50],"76":[45],"banks":[46],"over":[47],"17":[48],"countries":[49],"period":[52],"from":[53],"2007":[54],"2019,":[56],"including":[57],"periods":[59],"subprime":[62],"time.":[64],"The":[65],"findings":[66],"show":[67],"that":[68],"duality":[70],"CEO":[72,109],"chair":[74],"has":[75,110],"a":[76,107,111],"negative":[77],"significant":[79,114],"during":[84],"full":[86],"study":[87],"period.":[88],"BoD":[89,96],"size":[90],"gender":[92],"diversity":[93],"within":[94],"have":[97],"no":[98],"influence":[99],"but":[103],"time,":[106],"woman":[108],"positive":[112],"bank's":[117],"performance.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-08-13T00:00:00"}
