{"id":"https://openalex.org/W4403301459","doi":"https://doi.org/10.1108/jrf-10-2023-0270","title":"The determining factors of demand for life insurance: PLS method applied to the case of OECD and MENA countries","display_name":"The determining factors of demand for life insurance: PLS method applied to the case of OECD and MENA countries","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4403301459","doi":"https://doi.org/10.1108/jrf-10-2023-0270"},"language":"en","primary_location":{"id":"doi:10.1108/jrf-10-2023-0270","doi":"https://doi.org/10.1108/jrf-10-2023-0270","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jrf-10-2023-0270","pdf_url":null,"source":{"id":"https://openalex.org/S61561007","display_name":"The Journal of Risk Finance","issn_l":"1526-5943","issn":["1526-5943","2331-2947"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","fnege-4","jufo-1","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Risk Finance","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/A5104338281","display_name":"Ines Nasri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ines Nasri","raw_affiliation_strings":["Faculty of Economic Sciences and Management of Sousse, University of Sousse, Sousse, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economic Sciences and Management of Sousse, University of Sousse, Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065010823","display_name":"Aida Bouzir","orcid":"https://orcid.org/0000-0002-6839-1250","observed_orcids":["https://orcid.org/0000-0002-6839-1250"]},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Aida Bouzir","raw_affiliation_strings":["University of Sousse Higher Institute of Transport and Logistics of Sousse, Sousse, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-6839-1250","affiliations":[{"raw_affiliation_string":"University of Sousse Higher Institute of Transport and Logistics of Sousse, Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053506227","display_name":"Mohamed H\u00e9di Benhadj Mbarek","orcid":"https://orcid.org/0000-0003-0703-3254","observed_orcids":["https://orcid.org/0000-0003-0703-3254","https://orcid.org/0000-0002-9406-6355"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed H\u00e9di Benhadj Mbarek","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5055424314","display_name":"Saloua Benammou","orcid":"https://orcid.org/0000-0001-5914-2722","observed_orcids":["https://orcid.org/0000-0001-5914-2722"]},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Saloua Benammou","raw_affiliation_strings":["Faculty of Economic Sciences and Management of Sousse, University of Sousse, Sousse, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economic Sciences and Management of Sousse, University of Sousse, Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065010823"],"corresponding_institution_ids":["https://openalex.org/I8636806"],"apc_list":null,"apc_paid":null,"fwci":1.1103,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78609675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"25","issue":"5","first_page":"870","last_page":"893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.9937000274658203,"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/T12394","display_name":"Insurance and Financial Risk Management","score":0.9937000274658203,"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/T10007","display_name":"Monetary Policy and Economic Impact","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and 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/T13867","display_name":"Economic Growth and Development","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/life-insurance-demand","display_name":"life insurance demand","score":0.8980000019073486},{"id":"https://openalex.org/keywords/oecd-countries","display_name":"OECD countries","score":0.7960000038146973},{"id":"https://openalex.org/keywords/middle-east-and-north-africa","display_name":"Middle East and North Africa","score":0.968999981880188},{"id":"https://openalex.org/keywords/insurance-regulation","display_name":"insurance regulation","score":0.8679999709129333},{"id":"https://openalex.org/keywords/access-to-finance","display_name":"access to finance","score":0.9539999961853027},{"id":"https://openalex.org/keywords/political-stability","display_name":"political stability","score":0.7979999780654907},{"id":"https://openalex.org/keywords/institutional-differences","display_name":"institutional differences","score":0.7170000076293945},{"id":"https://openalex.org/keywords/insurance-market-development","display_name":"insurance market development","score":0.550000011920929}],"concepts":[{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.6501612663269043},{"id":"https://openalex.org/C3020299011","wikidata":"https://www.wikidata.org/wiki/Q626608","display_name":"Life insurance","level":2,"score":0.5397887825965881},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4034355878829956},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.31238415837287903}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/jrf-10-2023-0270","doi":"https://doi.org/10.1108/jrf-10-2023-0270","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jrf-10-2023-0270","pdf_url":null,"source":{"id":"https://openalex.org/S61561007","display_name":"The Journal of Risk Finance","issn_l":"1526-5943","issn":["1526-5943","2331-2947"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","fnege-4","jufo-1","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Risk Finance","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eme:jrfpps:jrf-10-2023-0270","doi":null,"is_oa":false,"landing_page_url":"https://www.emerald.com/insight/content/doi/10.1108/JRF-10-2023-0270/full/html?utm_source=repec&utm_medium=feed&utm_campaign=repec","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7825999855995178,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W824422210","https://openalex.org/W1589486704","https://openalex.org/W1590087664","https://openalex.org/W1785108356","https://openalex.org/W1792534017","https://openalex.org/W1964945800","https://openalex.org/W1973564200","https://openalex.org/W1989666695","https://openalex.org/W2001579800","https://openalex.org/W2006698517","https://openalex.org/W2010235856","https://openalex.org/W2012411921","https://openalex.org/W2013762096","https://openalex.org/W2020452381","https://openalex.org/W2025019820","https://openalex.org/W2039917672","https://openalex.org/W2042915520","https://openalex.org/W2048411773","https://openalex.org/W2053603911","https://openalex.org/W2057621538","https://openalex.org/W2077000358","https://openalex.org/W2078707560","https://openalex.org/W2080124172","https://openalex.org/W2104969279","https://openalex.org/W2109862542","https://openalex.org/W2130172790","https://openalex.org/W2139382711","https://openalex.org/W2145007288","https://openalex.org/W2147195843","https://openalex.org/W2166037496","https://openalex.org/W2198018045","https://openalex.org/W2252375763","https://openalex.org/W2316087693","https://openalex.org/W2317816411","https://openalex.org/W2324007274","https://openalex.org/W2333500151","https://openalex.org/W2887584967","https://openalex.org/W2947261689","https://openalex.org/W3036354998","https://openalex.org/W3122015056","https://openalex.org/W3122838538"],"related_works":["https://openalex.org/W4415534976","https://openalex.org/W4402022705","https://openalex.org/W7166020476","https://openalex.org/W4205408047","https://openalex.org/W3093985185","https://openalex.org/W2292518666","https://openalex.org/W4285739959","https://openalex.org/W2064628555","https://openalex.org/W3194923474","https://openalex.org/W3143339100"],"abstract_inverted_index":{"Purpose":[0],"This":[1],"article":[2,157],"provides":[3],"a":[4,71,97,142,148],"comparative":[5],"analysis":[6],"of":[7,79,139,151,193,200],"the":[8,16,47,65,76,88,91,109,115,133,163,201,212],"relationship":[9],"between":[10,51,90,100],"insurance":[11,38,59,101,119,124,140,152,174],"and":[12,21,24,27,49,58,67,102,111,141,165,182,185,187],"economic":[13,40,57,103,129,154,181],"growth":[14,41,104],"in":[15,42,64,105,197,211],"Organization":[17],"for":[18],"Economic":[19],"Cooperation":[20],"Development":[22],"(OECD)":[23],"Middle":[25],"East":[26],"North":[28],"Africa":[29],"(MENA)":[30],"regions.":[31],"The":[32,54,94,156,191],"research":[33,195],"aims":[34],"to":[35,86,128,162,178],"understand":[36],"how":[37],"impacts":[39],"these":[43],"two":[44],"regions,":[45,107],"highlighting":[46],"similarities":[48],"differences":[50],"them.":[52],"Design/methodology/approach":[53],"study":[55,95],"analyzes":[56],"data":[60],"from":[61,208],"various":[62],"countries":[63],"OECD":[66,116,164],"MENA":[68,134,166],"regions":[69,167],"over":[70],"specific":[72,161],"period.":[73],"It":[74],"employs":[75],"statistical":[77],"method":[78],"Partial":[80],"Least":[81],"Squares":[82],"(PLS)":[83],"univariate":[84],"regression":[85,203],"examine":[87],"relationships":[89],"variables.":[92],"Findings":[93],"finds":[96],"positive":[98,149],"correlation":[99],"both":[106],"though":[108],"characteristics":[110],"mechanisms":[112],"differ.":[113],"In":[114,131],"region,":[117,135],"where":[118],"markets":[120],"are":[121],"more":[122],"developed,":[123],"is":[125],"strongly":[126],"linked":[127],"growth.":[130,155],"contrast,":[132],"with":[136],"lower":[137],"levels":[138],"less":[143],"developed":[144],"industry,":[145],"still":[146],"shows":[147],"effect":[150],"on":[153,219],"also":[158],"identifies":[159],"factors":[160],"that":[168,215],"influence":[169],"this":[170,194],"relationship,":[171],"such":[172],"as":[173],"industry":[175],"regulation,":[176],"access":[177],"financial":[179],"services,":[180],"political":[183],"stability":[184],"cultural":[186],"institutional":[188],"differences.":[189],"Originality/value":[190],"originality":[192],"lies":[196],"its":[198],"use":[199],"PLS":[202],"method,":[204],"setting":[205],"it":[206],"apart":[207],"previous":[209],"studies":[210],"same":[213],"field":[214],"have":[216],"typically":[217],"relied":[218],"other":[220],"econometric":[221],"techniques.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-10-11T00:00:00"}