{"id":"https://openalex.org/W205085609","doi":"https://doi.org/10.1017/cbo9780511499531.011","title":"Latent Class Models for Longitudinal Data","display_name":"Latent Class Models for Longitudinal Data","publication_year":2002,"publication_date":"2002-06-24","ids":{"openalex":"https://openalex.org/W205085609","doi":"https://doi.org/10.1017/cbo9780511499531.011","mag":"205085609"},"language":"en","primary_location":{"id":"doi:10.1017/cbo9780511499531.011","doi":"https://doi.org/10.1017/cbo9780511499531.011","is_oa":false,"landing_page_url":"https://doi.org/10.1017/cbo9780511499531.011","pdf_url":null,"source":{"id":"https://openalex.org/S4306462995","display_name":"Cambridge University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Latent Class Analysis","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W1604544535","display_name":"Applied Latent Class Analysis"},"type":"book-chapter","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/A5056202927","display_name":"Linda M. Collins","orcid":"https://orcid.org/0000-0003-4282-8722","observed_orcids":["https://orcid.org/0000-0003-4282-8722"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linda M. Collins","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061504220","display_name":"Brian P. Flaherty","orcid":"https://orcid.org/0000-0002-8369-9851","observed_orcids":["https://orcid.org/0000-0002-8369-9851"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brian P. Flaherty","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":7.0414,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.96838602,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9833999872207642,"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"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9833999872207642,"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"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.008799999952316284,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/latent-class-models","display_name":"latent class models","score":0.9800000190734863},{"id":"https://openalex.org/keywords/longitudinal-data","display_name":"longitudinal data","score":0.9309999942779541},{"id":"https://openalex.org/keywords/change-over-time","display_name":"change over time","score":0.8009999990463257},{"id":"https://openalex.org/keywords/latent-variable-measurement","display_name":"latent variable measurement","score":0.6100000143051147},{"id":"https://openalex.org/keywords/growth-models","display_name":"growth models","score":0.47999998927116394},{"id":"https://openalex.org/keywords/psychological-measurement","display_name":"psychological measurement","score":0.3400000035762787},{"id":"https://openalex.org/keywords/manifest-variables","display_name":"manifest variables","score":0.5590000152587891}],"concepts":[{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.7967979907989502},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.7253221273422241},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6169968843460083},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5537425875663757},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.538841724395752},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5370975732803345},{"id":"https://openalex.org/C65965080","wikidata":"https://www.wikidata.org/wiki/Q1806885","display_name":"Latent variable model","level":3,"score":0.5198172330856323},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46090468764305115},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.43973278999328613},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.37461352348327637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3256187438964844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3080103397369385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25119826197624207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18756550550460815},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1011490523815155},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/cbo9780511499531.011","doi":"https://doi.org/10.1017/cbo9780511499531.011","is_oa":false,"landing_page_url":"https://doi.org/10.1017/cbo9780511499531.011","pdf_url":null,"source":{"id":"https://openalex.org/S4306462995","display_name":"Cambridge University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Latent Class Analysis","raw_type":"book-chapter"}],"best_oa_location":null,"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/W3127614364","https://openalex.org/W1990763671","https://openalex.org/W2290328313","https://openalex.org/W2497495008","https://openalex.org/W1999200175","https://openalex.org/W2517120156","https://openalex.org/W2306686872","https://openalex.org/W177281196","https://openalex.org/W589830712","https://openalex.org/W2780623695"],"abstract_inverted_index":{"The":[0,41],"work":[1],"described":[2],"in":[3,11,19,33,83,121,142,159,164,181,186,200,210,226,231],"this":[4,67],"chapter":[5],"comes":[6],"from":[7,203],"a":[8,91,122,130,173,232],"perspective":[9],"rooted":[10],"psychological":[12],"research,":[13],"where":[14],"there":[15],"is":[16,43,117],"considerable":[17],"interest":[18,120],"characteristics":[20,63],"of":[21,64,74,119,156,172],"the":[22,72,115,150,168],"individual":[23],"that":[24],"cannot":[25],"be":[26,154],"directly":[27],"measured,":[28],"such":[29],"as":[30,125,157],"intelligence,":[31],"abilities":[32],"various":[34],"domains,":[35],"attitudes,":[36],"and":[37,97,144,162,170,190,213],"complex":[38],"private":[39],"behaviors.":[40],"focus":[42],"on":[44,167],"using":[45],"manifest":[46],"variables,":[47],"usually":[48],"subject":[49],"self-reports":[50],"or":[51,113],"ratings":[52],"by":[53,89],"trained":[54],"observers,":[55],"to":[56,78,109,205],"measure":[57,79],"latent":[58,75,84,99,104,138,197,223],"variables":[59,100,105,139,229],"representing":[60],"these":[61],"unmeasured":[62],"individuals.":[65],"In":[66,135],"chapter,":[68],"we":[69],"will":[70,87],"discuss":[71],"use":[73,180,202],"class":[76],"models":[77],"change":[80,110,116,141],"over":[81,111,147,236],"time":[82,132],"variables.":[85,198,224],"We":[86],"begin":[88],"drawing":[90],"conceptually":[92],"important":[93,145],"distinction":[94],"between":[95],"static":[96,158,196],"dynamic":[98,137,163,222,228],"(Collins,":[101],"1996).":[102],"Static":[103],"are":[106,133,194,220],"not":[107,118],"expected":[108],"time,":[112],"else":[114],"particular":[123,131,174],"study,":[124],"when":[126],"group":[127],"differences":[128],"at":[129],"examined.":[134],"contrast,":[136],"do":[140],"systematic":[143],"ways":[146],"time.":[148,237],"Often":[149],"same":[151],"variable":[152],"may":[153],"thought":[155],"one":[160],"context":[161],"another,":[165],"depending":[166],"objectives":[169],"interests":[171],"research":[175],"project.":[176],"For":[177],"example,":[178],"drug":[179,201],"eighth":[182],"grade,":[183,207],"cognitive":[184,211],"ability":[185],"an":[187],"elderly":[188],"population,":[189],"gender":[191,214],"role":[192,215],"identification":[193],"all":[195,221],"Change":[199],"seventh":[204],"ninth":[206],"age-related":[208],"decline":[209],"ability,":[212],"development":[216],"throughout":[217],"high":[218],"school":[219],"Growth":[225],"continuous":[227],"proceeds":[230],"strictly":[233],"quantitative":[234],"fashion":[235]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2016-06-24T00:00:00"}