{"id":"https://openalex.org/W2145535797","doi":null,"title":"An empirical demonstration of direct and indirect applications of mixture modeling when studying personality traits: A methodological -substantive synergy","display_name":"An empirical demonstration of direct and indirect applications of mixture modeling when studying personality traits: A methodological -substantive synergy","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2145535797","mag":"2145535797"},"language":"en","primary_location":{"id":"pmh:oai:pqdtoai.proquest.com:3352783","doi":null,"is_oa":false,"landing_page_url":"http://pqdtopen.proquest.com/#viewpdf?dispub=3352783","pdf_url":"http://pqdtopen.proquest.com/#viewpdf?dispub=3352783","source":{"id":"https://openalex.org/S7407064308","display_name":"ProQuest Demo Repository","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":"thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5038803719","display_name":"Pamela K. Kaliski","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kaliski, Pamela","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5038803719"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T11040","display_name":"Personality Traits and Psychology","score":0.8047000169754028,"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"}},"topics":[{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.8047000169754028,"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"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.10360000282526016,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.043299999088048935,"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/big-five-personality-traits","display_name":"Big Five personality traits","score":0.718999981880188},{"id":"https://openalex.org/keywords/personality-types","display_name":"personality types","score":0.8169999718666077},{"id":"https://openalex.org/keywords/person-centered-approach","display_name":"person-centered approach","score":0.5740000009536743},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.7620000243186951},{"id":"https://openalex.org/keywords/validity-evidence","display_name":"validity evidence","score":0.7070000171661377},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.8100000023841858},{"id":"https://openalex.org/keywords/multiple-linear-regression","display_name":"multiple linear regression","score":0.6230000257492065},{"id":"https://openalex.org/keywords/variable-centered-approach","display_name":"variable-centered approach","score":0.5019999742507935}],"concepts":[{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.5340328216552734},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.4584375023841858},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45343250036239624},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4367198646068573},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4046834409236908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3266010880470276},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24470388889312744}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:pqdtoai.proquest.com:3352783","doi":null,"is_oa":false,"landing_page_url":"http://pqdtopen.proquest.com/#viewpdf?dispub=3352783","pdf_url":"http://pqdtopen.proquest.com/#viewpdf?dispub=3352783","source":{"id":"https://openalex.org/S7407064308","display_name":"ProQuest Demo Repository","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":"thesis"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W42670528","https://openalex.org/W190218951","https://openalex.org/W647904595","https://openalex.org/W1491317234","https://openalex.org/W1557591406","https://openalex.org/W1598612182","https://openalex.org/W1641003075","https://openalex.org/W1745623081","https://openalex.org/W1965481764","https://openalex.org/W1966540734","https://openalex.org/W1966603703","https://openalex.org/W1966732563","https://openalex.org/W1968646045","https://openalex.org/W1992230832","https://openalex.org/W1996018180","https://openalex.org/W1996395010","https://openalex.org/W1996706207","https://openalex.org/W2000009082","https://openalex.org/W2000014323","https://openalex.org/W2004780590","https://openalex.org/W2005822330","https://openalex.org/W2006652642","https://openalex.org/W2007194495","https://openalex.org/W2013811491","https://openalex.org/W2018120276","https://openalex.org/W2020559865","https://openalex.org/W2022788633","https://openalex.org/W2024077183","https://openalex.org/W2024913547","https://openalex.org/W2025380177","https://openalex.org/W2028671761","https://openalex.org/W2031530429","https://openalex.org/W2032610031","https://openalex.org/W2037749579","https://openalex.org/W2041960457","https://openalex.org/W2042962409","https://openalex.org/W2045864095","https://openalex.org/W2053336532","https://openalex.org/W2058818389","https://openalex.org/W2060255212","https://openalex.org/W2061591157","https://openalex.org/W2064303302","https://openalex.org/W2067981028","https://openalex.org/W2078706391","https://openalex.org/W2079787794","https://openalex.org/W2080617230","https://openalex.org/W2090286781","https://openalex.org/W2090330784","https://openalex.org/W2091066451","https://openalex.org/W2092856394","https://openalex.org/W2093766846","https://openalex.org/W2095323445","https://openalex.org/W2108096958","https://openalex.org/W2119123746","https://openalex.org/W2121366840","https://openalex.org/W2127740849","https://openalex.org/W2129121753","https://openalex.org/W2136219431","https://openalex.org/W2143047691","https://openalex.org/W2145622598","https://openalex.org/W2147205032","https://openalex.org/W2147904107","https://openalex.org/W2151646746","https://openalex.org/W2153918101","https://openalex.org/W2157682925","https://openalex.org/W2166072945","https://openalex.org/W2166698530","https://openalex.org/W2168130764","https://openalex.org/W2171460817","https://openalex.org/W2285133724","https://openalex.org/W2335263721","https://openalex.org/W2411706057","https://openalex.org/W2498094627","https://openalex.org/W2567000149","https://openalex.org/W2611474149","https://openalex.org/W2797247465","https://openalex.org/W3133354213","https://openalex.org/W3165930187","https://openalex.org/W4234193547"],"related_works":["https://openalex.org/W2104067198","https://openalex.org/W203145019","https://openalex.org/W43584858","https://openalex.org/W4390598291","https://openalex.org/W6925113751","https://openalex.org/W2767284464","https://openalex.org/W4384823217","https://openalex.org/W7095751644","https://openalex.org/W2894110463","https://openalex.org/W2093766846"],"abstract_inverted_index":{"Many":[0],"personality":[1,19,33,70,79,96,115,216],"psychology":[2],"researchers":[3,26],"have":[4,27],"employed":[5],"the":[6,48,52,74,95,109,123,129,137,141,144,161,177,181,192,197,203],"person-centered":[7,60],"approach":[8,61,183],"of":[9,24,51,76,108,140,153,184,191,212],"cluster":[10,63],"analysis":[11],"to":[12,62,72,149,159],"determine":[13],"how":[14],"many":[15],"categorical":[16],"Big":[17,31,68,77],"Five":[18,32,69,78],"types":[20,34,45,80,97,116,124,131],"exist.":[21,46],"The":[22],"majority":[23],"these":[25,208,213],"suggested":[28,42,112],"that":[29,43,81,113,132,174],"three":[30,114,130],"exist;":[35],"however,":[36,122],"results":[37,107,146,195,201,214],"from":[38,128],"two":[39,87,209],"recent":[40],"studies":[41],"five":[44],"In":[47,136],"first":[49],"part":[50,139],"current":[53,142],"study,":[54,143],"direct":[55,110],"mixture":[56,155,199],"modeling":[57,200],"(an":[58],"alternative":[59],"analysis),":[64],"was":[65,187],"conducted":[66],"on":[67],"variables":[71],"explore":[73],"number":[75],"exist":[82,118],"in":[83,119,126],"college":[84,120],"students,":[85],"and":[86,196,205,219],"methodological":[88],"approaches":[89],"for":[90,94,215,227],"gathering":[91],"validity":[92,102],"evidence":[93,103],"were":[98,147,169],"demonstrated.":[99],"Although":[100],"more":[101],"must":[104],"be":[105],"gathered,":[106],"MM":[111],"may":[117],"students;":[121],"differed":[125],"form":[127],"are":[133,221],"commonly":[134],"reported.":[135],"second":[138],"same":[145],"used":[148],"demonstrate":[150],"an":[151],"application":[152],"indirect":[154,198],"modeling.":[156],"As":[157],"opposed":[158],"interpreting":[160],"classes":[162],"as":[163,171,223,225],"substantively":[164],"meaningful":[165],"discrete":[166],"subgroups,":[167],"they":[168],"interpreted":[170],"common":[172],"configurations":[173],"best":[175],"represent":[176],"aggregate":[178],"dataset.":[179],"Additionally,":[180],"variable-centered":[182],"multiple":[185,193],"regression":[186,194],"conducted.":[188],"A":[189],"comparison":[190],"reveal":[202],"similarities":[204],"differences":[206],"between":[207],"models.":[210],"Implications":[211],"psychologists,":[217],"educators,":[218],"methodologists":[220],"discussed,":[222],"well":[224],"directions":[226],"future":[228],"research.":[229]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-10-10T00:00:00"}
