{"id":"https://openalex.org/W1504282209","doi":"https://doi.org/10.2139/ssrn.1858066","title":"Non Cognitive Skills and Personality Traits: Labour Market Relevance and Their Development in Education & Training Systems","display_name":"Non Cognitive Skills and Personality Traits: Labour Market Relevance and Their Development in Education & Training Systems","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1504282209","doi":"https://doi.org/10.2139/ssrn.1858066","mag":"1504282209"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.1858066","doi":"https://doi.org/10.2139/ssrn.1858066","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.1858066","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.1858066","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007215005","display_name":"Giorgio Brunello","orcid":"https://orcid.org/0000-0002-4830-4199","observed_orcids":["https://orcid.org/0000-0002-4830-4199"]},"institutions":[{"id":"https://openalex.org/I1340728805","display_name":"Ifo Institute for Economic Research","ror":"https://ror.org/045495t75","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1340728805","https://openalex.org/I315704651"]},{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I197518295","display_name":"IZA - Institute of Labor Economics","ror":"https://ror.org/029s44460","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I197518295"]}],"countries":["DE","IT"],"is_corresponding":true,"raw_author_name":"Giorgio Brunello","raw_affiliation_strings":["CESifo (Center for Economic Studies and Ifo Institute for Economic Research), Poschinger Str. 5, Munich, DE-81679, Germany","Institute for the Study of Labor (IZA), P.O. Box 7240, Bonn, D-53072, Germany","University of Padua - Department of Economics, via Del Santo 33, 35121 Padova, Italy","CESifo (Center for Economic Studies and Ifo Institute for Economic Research)","Institute for the Study of Labor (IZA)","University of Padua - Department of Economics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESifo (Center for Economic Studies and Ifo Institute for Economic Research), Poschinger Str. 5, Munich, DE-81679, Germany","institution_ids":["https://openalex.org/I1340728805"]},{"raw_affiliation_string":"Institute for the Study of Labor (IZA), P.O. Box 7240, Bonn, D-53072, Germany","institution_ids":["https://openalex.org/I197518295"]},{"raw_affiliation_string":"University of Padua - Department of Economics, via Del Santo 33, 35121 Padova, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"CESifo (Center for Economic Studies and Ifo Institute for Economic Research)","institution_ids":["https://openalex.org/I1340728805"]},{"raw_affiliation_string":"Institute for the Study of Labor (IZA)","institution_ids":["https://openalex.org/I197518295"]},{"raw_affiliation_string":"University of Padua - Department of Economics","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008830042","display_name":"Martin Schlotter","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Schlotter","raw_affiliation_strings":["Bavarian Ministry for Economic Affairs,Infrastructure, Transport an Technology, Prinzregentenstra\u00dfe 28, Munich, Bavaria 01069, Germany","Bavarian Ministry for Economic Affairs,Infrastructure, Transport an Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bavarian Ministry for Economic Affairs,Infrastructure, Transport an Technology, Prinzregentenstra\u00dfe 28, Munich, Bavaria 01069, Germany","institution_ids":[]},{"raw_affiliation_string":"Bavarian Ministry for Economic Affairs,Infrastructure, Transport an Technology","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007215005"],"corresponding_institution_ids":["https://openalex.org/I1340728805","https://openalex.org/I138689650","https://openalex.org/I197518295"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":89,"citation_normalized_percentile":null,"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/T10208","display_name":"Labor market dynamics and wage inequality","score":0.19740000367164612,"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/T10208","display_name":"Labor market dynamics and wage inequality","score":0.19740000367164612,"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/T13542","display_name":"Grit, Self-Efficacy, and Motivation","score":0.10689999908208847,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12312","display_name":"Culture, Economy, and Development Studies","score":0.09520000219345093,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/non-cognitive-skills","display_name":"non-cognitive skills","score":0.984000027179718},{"id":"https://openalex.org/keywords/personality-traits","display_name":"personality traits","score":0.9980000257492065},{"id":"https://openalex.org/keywords/emotional-intelligence","display_name":"emotional intelligence","score":0.6919999718666077},{"id":"https://openalex.org/keywords/cognitive-skills","display_name":"cognitive skills","score":0.6150000095367432},{"id":"https://openalex.org/keywords/school-attainment","display_name":"school attainment","score":0.8709999918937683},{"id":"https://openalex.org/keywords/labor-market-outcomes","display_name":"labor market outcomes","score":0.9990000128746033},{"id":"https://openalex.org/keywords/skill-development","display_name":"skill development","score":0.8050000071525574},{"id":"https://openalex.org/keywords/education-and-training-systems","display_name":"education and training systems","score":0.6930000185966492},{"id":"https://openalex.org/keywords/motivation","display_name":"motivation","score":0.5630000233650208},{"id":"https://openalex.org/keywords/economic-growth","display_name":"economic growth","score":0.5870000123977661},{"id":"https://openalex.org/keywords/preschool-education","display_name":"preschool education","score":0.40400001406669617}],"concepts":[{"id":"https://openalex.org/C134290984","wikidata":"https://www.wikidata.org/wiki/Q5141241","display_name":"Cognitive skill","level":3,"score":0.6965916156768799},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6408134698867798},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.611558198928833},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5783714056015015},{"id":"https://openalex.org/C3019246855","wikidata":"https://www.wikidata.org/wiki/Q17156560","display_name":"Non cognitive","level":3,"score":0.5322644114494324},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.5212728977203369},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4983060359954834},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.48871922492980957},{"id":"https://openalex.org/C97082442","wikidata":"https://www.wikidata.org/wiki/Q1934361","display_name":"Skills management","level":2,"score":0.45215272903442383},{"id":"https://openalex.org/C100980136","wikidata":"https://www.wikidata.org/wiki/Q4668956","display_name":"Malleability","level":4,"score":0.4444081783294678},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.4218248724937439},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.308197557926178},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.22167858481407166},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15642914175987244},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C93974786","wikidata":"https://www.wikidata.org/wiki/Q1589480","display_name":"Ciphertext","level":3,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2139/ssrn.1858066","doi":"https://doi.org/10.2139/ssrn.1858066","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.1858066","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:econstor.eu:10419/51586","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10419/51586","pdf_url":"http://hdl.handle.net/10419/51586","source":{"id":"https://openalex.org/S4306401696","display_name":"Econstor (Econstor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doc-type:workingPaper"}],"best_oa_location":{"id":"doi:10.2139/ssrn.1858066","doi":"https://doi.org/10.2139/ssrn.1858066","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.1858066","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"score":0.833299994468689,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"},{"score":0.5,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"sustainable_development_goals_aurora":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W196696277","https://openalex.org/W1480274481","https://openalex.org/W1496889152","https://openalex.org/W1525853258","https://openalex.org/W1526808669","https://openalex.org/W1529651181","https://openalex.org/W1735386065","https://openalex.org/W1987724300","https://openalex.org/W2003960890","https://openalex.org/W2014870088","https://openalex.org/W2021089563","https://openalex.org/W2034896339","https://openalex.org/W2047536201","https://openalex.org/W2091143533","https://openalex.org/W2102842331","https://openalex.org/W2110903373","https://openalex.org/W2118906574","https://openalex.org/W2135731612","https://openalex.org/W2147299362","https://openalex.org/W2152831629","https://openalex.org/W2891129865","https://openalex.org/W2986921706","https://openalex.org/W3122091349","https://openalex.org/W3123344346","https://openalex.org/W3124049559","https://openalex.org/W3124990081","https://openalex.org/W3125789655","https://openalex.org/W3125864288","https://openalex.org/W3125998635"],"related_works":["https://openalex.org/W2294676431","https://openalex.org/W2086542532","https://openalex.org/W7067782110","https://openalex.org/W1562771173","https://openalex.org/W2564192700","https://openalex.org/W4410818802","https://openalex.org/W3122669940","https://openalex.org/W2983383275","https://openalex.org/W6888670992","https://openalex.org/W2277733035"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":8},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
