{"id":"https://openalex.org/W4321162009","doi":"https://doi.org/10.5281/zenodo.7650937","title":"Measuring Executive Personality using Machine-learning Algorithm in M&A","display_name":"Measuring Executive Personality using Machine-learning Algorithm in M&A","publication_year":2023,"publication_date":"2023-02-17","ids":{"openalex":"https://openalex.org/W4321162009","doi":"https://doi.org/10.5281/zenodo.7650937"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:7650938","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/7650938","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7650938","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004334781","display_name":"Yi\u2010Hsuan Lin","orcid":"https://orcid.org/0000-0002-5667-9249","observed_orcids":["https://orcid.org/0000-0002-5667-9249"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi-Hsuan Lin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089830271","display_name":"Jean Yu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu, Jean","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5044010533","display_name":"Shiow-Ying Wen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shiow-Ying Wen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"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":0.01289974,"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/T10019","display_name":"Corporate Finance and Governance","score":0.7827000021934509,"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/T10019","display_name":"Corporate Finance and Governance","score":0.7827000021934509,"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.17960000038146973,"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/T11040","display_name":"Personality Traits and Psychology","score":0.016200000420212746,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/executive-personality","display_name":"executive personality","score":0.996999979019165},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.9649999737739563},{"id":"https://openalex.org/keywords/mergers-and-acquisitions","display_name":"mergers and acquisitions","score":0.9589999914169312},{"id":"https://openalex.org/keywords/ceo-personality","display_name":"CEO personality","score":0.5529999732971191},{"id":"https://openalex.org/keywords/cumulative-abnormal-returns","display_name":"cumulative abnormal returns","score":0.8069999814033508},{"id":"https://openalex.org/keywords/agreeableness","display_name":"agreeableness","score":0.8610000014305115},{"id":"https://openalex.org/keywords/neuroticism","display_name":"neuroticism","score":1.0}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5859236717224121},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4857521653175354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4755765497684479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41828638315200806},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39358553290367126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36464786529541016},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3346395492553711},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19382640719413757}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:zenodo.org:7650938","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/7650938","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.5281/zenodo.7650937","doi":"https://doi.org/10.5281/zenodo.7650937","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.7650937","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.7650938","doi":"https://doi.org/10.5281/zenodo.7650938","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.7650938","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7650938","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/7650938","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3093002543","https://openalex.org/W4386124590","https://openalex.org/W7025404428","https://openalex.org/W3123781739","https://openalex.org/W2982263502","https://openalex.org/W7161093696","https://openalex.org/W2923034875","https://openalex.org/W2276263213","https://openalex.org/W4256558450","https://openalex.org/W2791903494"],"abstract_inverted_index":{"Abstract:":[0],"This":[1],"study":[2],"aims":[3],"to":[4,43,61],"find":[5],"the":[6,17,22,68],"relationship":[7],"between":[8],"CEOs":[9,49],"and":[10,16,50,63,79],"CFOs\u2019":[11,51],"Big":[12],"Five":[13],"personality":[14,76],"traits":[15],"cumulative":[18],"abnormal":[19],"return":[20],"with":[21,35],"announcement":[23],"of":[24],"M&A":[25,65,89],"activities":[26,66],"by":[27],"using":[28],"machine-learning":[29],"algorithm.":[30],"We":[31],"use":[32],"Personality":[33],"Insights":[34],"IBM":[36],"Watson":[37],"AI":[38],"in":[39,67],"google":[40],"play":[41],"store":[42],"conduct":[44],"our":[45],"analysis":[46],"through":[47],"examining":[48],"personal":[52],"characteristics.":[53],"Our":[54],"research":[55],"includes":[56],"firms":[57],"listed":[58],"from":[59],"2010":[60],"2016":[62],"announced":[64],"next":[69],"three-years.":[70],"The":[71],"empirical":[72],"results":[73],"show":[74],"that":[75],"traits,":[77],"agreeableness":[78],"neuroticism":[80],"impact":[81],"significantly.":[82],"Keywords:":[83],"Executive":[84],"personality,":[85],"Machine-learning":[86],"Algorithm,":[87],"Big-five,":[88],"JEL":[90],"Classification":[91],"Numbers:":[92],"G34,":[93],"G14,":[94],"G41":[95]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2023-02-18T00:00:00"}