{"id":"https://openalex.org/W2800440905","doi":"https://doi.org/10.1146/annurev-clinpsy-050817-084840","title":"Latent Growth and Dynamic Structural Equation Models","display_name":"Latent Growth and Dynamic Structural Equation Models","publication_year":2018,"publication_date":"2018-05-07","ids":{"openalex":"https://openalex.org/W2800440905","doi":"https://doi.org/10.1146/annurev-clinpsy-050817-084840","mag":"2800440905","pmid":"https://pubmed.ncbi.nlm.nih.gov/29734829"},"language":"en","primary_location":{"id":"doi:10.1146/annurev-clinpsy-050817-084840","doi":"https://doi.org/10.1146/annurev-clinpsy-050817-084840","is_oa":false,"landing_page_url":"https://doi.org/10.1146/annurev-clinpsy-050817-084840","pdf_url":null,"source":{"id":"https://openalex.org/S87014875","display_name":"Annual Review of Clinical Psychology","issn_l":"1548-5943","issn":["1548-5943","1548-5951"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320373","host_organization_name":"Annual Reviews","host_organization_lineage":["https://openalex.org/P4310320373"],"host_organization_lineage_names":["Annual Reviews"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual Review of Clinical Psychology","raw_type":"journal-article"},"volume":null,"type":"review","indexed_in":["crossref","pubmed"],"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/A5060956262","display_name":"Kevin J. Grimm","orcid":"https://orcid.org/0000-0002-8576-4469","observed_orcids":["https://orcid.org/0000-0002-8576-4469"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin J. Grimm","raw_affiliation_strings":["Department of Psychology, Arizona State University, Tempe, Arizona 85287, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Arizona State University, Tempe, Arizona 85287, USA;","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058957631","display_name":"Nil\u00e1m Ram","orcid":"https://orcid.org/0000-0003-1671-5257","observed_orcids":["https://orcid.org/0000-0003-1671-5257"]},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nilam Ram","raw_affiliation_strings":["Department of Human Development and Family Studies, Pennsylvania State University, University Park, Pennsylvania 16802, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human Development and Family Studies, Pennsylvania State University, University Park, Pennsylvania 16802, USA;","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.823,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.67699115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"1","first_page":"55","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.8130000233650208,"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"}},"topics":[{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.8130000233650208,"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/T10467","display_name":"Psychometric Methodologies and Testing","score":0.14499999582767487,"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/T13283","display_name":"Mental Health Research Topics","score":0.01640000008046627,"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-growth-curve-models","display_name":"latent growth curve models","score":0.9449999928474426},{"id":"https://openalex.org/keywords/dynamic-structural-equation-models","display_name":"dynamic structural equation models","score":0.9700000286102295},{"id":"https://openalex.org/keywords/within-person-change","display_name":"within-person change","score":0.9610000252723694},{"id":"https://openalex.org/keywords/binge-drinking","display_name":"binge drinking","score":0.6159999966621399},{"id":"https://openalex.org/keywords/adolescent-development","display_name":"adolescent development","score":0.7170000076293945},{"id":"https://openalex.org/keywords/sex-differences","display_name":"sex differences","score":0.8949999809265137},{"id":"https://openalex.org/keywords/nonlinear-growth-models","display_name":"nonlinear growth models","score":0.9729999899864197},{"id":"https://openalex.org/keywords/latent-change-score-models","display_name":"latent change score models","score":0.9959999918937683},{"id":"https://openalex.org/keywords/longitudinal-study-design","display_name":"longitudinal study design","score":0.8920000195503235},{"id":"https://openalex.org/keywords/longitudinal-analysis","display_name":"longitudinal analysis","score":0.7860000133514404}],"concepts":[{"id":"https://openalex.org/C192806908","wikidata":"https://www.wikidata.org/wiki/Q6495487","display_name":"Latent growth modeling","level":2,"score":0.7837384939193726},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.6997060775756836},{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.5519994497299194},{"id":"https://openalex.org/C2983335520","wikidata":"https://www.wikidata.org/wiki/Q47537570","display_name":"Growth model","level":2,"score":0.5243497490882874},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5101285576820374},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.4743208587169647},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.46588483452796936},{"id":"https://openalex.org/C3020672099","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Longitudinal data","level":2,"score":0.4521990418434143},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.34934717416763306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26605120301246643},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19867485761642456},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17866724729537964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13652056455612183},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006803","descriptor_name":"Human Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1146/annurev-clinpsy-050817-084840","doi":"https://doi.org/10.1146/annurev-clinpsy-050817-084840","is_oa":false,"landing_page_url":"https://doi.org/10.1146/annurev-clinpsy-050817-084840","pdf_url":null,"source":{"id":"https://openalex.org/S87014875","display_name":"Annual Review of Clinical Psychology","issn_l":"1548-5943","issn":["1548-5943","1548-5951"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320373","host_organization_name":"Annual Reviews","host_organization_lineage":["https://openalex.org/P4310320373"],"host_organization_lineage_names":["Annual Reviews"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual Review of Clinical Psychology","raw_type":"journal-article"},{"id":"pmid:29734829","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29734829","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual review of clinical psychology","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5683000087738037,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5104561691","display_name":"Toward a Unifying Model of Self-Regulation and its Development","funder_award_id":"R01HD076994","funder_id":"https://openalex.org/F4320337611","funder_display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G9000888835","display_name":"The Population Research Institute","funder_award_id":"P2CHD041025","funder_id":"https://openalex.org/F4320337611","funder_display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development"}],"funders":[{"id":"https://openalex.org/F4320337611","display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W577685849","https://openalex.org/W585683927","https://openalex.org/W605783486","https://openalex.org/W1563270123","https://openalex.org/W1587682423","https://openalex.org/W1781288130","https://openalex.org/W1816720378","https://openalex.org/W1963742443","https://openalex.org/W1967329472","https://openalex.org/W1971347250","https://openalex.org/W1971674230","https://openalex.org/W1977011176","https://openalex.org/W1978053532","https://openalex.org/W1982287434","https://openalex.org/W1989973094","https://openalex.org/W1995078399","https://openalex.org/W1999405554","https://openalex.org/W2000308635","https://openalex.org/W2005607693","https://openalex.org/W2009035386","https://openalex.org/W2009529463","https://openalex.org/W2010845037","https://openalex.org/W2014543370","https://openalex.org/W2018201949","https://openalex.org/W2031028430","https://openalex.org/W2032423030","https://openalex.org/W2032890058","https://openalex.org/W2038291804","https://openalex.org/W2042152675","https://openalex.org/W2043295864","https://openalex.org/W2052397366","https://openalex.org/W2055509010","https://openalex.org/W2056430434","https://openalex.org/W2056883378","https://openalex.org/W2062826082","https://openalex.org/W2064187565","https://openalex.org/W2071439821","https://openalex.org/W2073852608","https://openalex.org/W2078170899","https://openalex.org/W2080134433","https://openalex.org/W2088286929","https://openalex.org/W2089290002","https://openalex.org/W2098705272","https://openalex.org/W2113851551","https://openalex.org/W2122301544","https://openalex.org/W2124607502","https://openalex.org/W2128815926","https://openalex.org/W2129751332","https://openalex.org/W2153238990","https://openalex.org/W2257183165","https://openalex.org/W2285822493","https://openalex.org/W2325727517","https://openalex.org/W2479002978","https://openalex.org/W2486260537","https://openalex.org/W2505392021","https://openalex.org/W2998808025","https://openalex.org/W3210675652","https://openalex.org/W4206439534","https://openalex.org/W4241859148"],"related_works":["https://openalex.org/W2030141039","https://openalex.org/W83975105","https://openalex.org/W319146742","https://openalex.org/W2498601888","https://openalex.org/W1977332930","https://openalex.org/W2113851551","https://openalex.org/W2100380498","https://openalex.org/W2991213082","https://openalex.org/W2769251827","https://openalex.org/W336255947"],"abstract_inverted_index":{"Latent":[0,29],"growth":[1,30,54,95,105,110],"models":[2,63,116],"make":[3],"up":[4],"a":[5],"class":[6],"of":[7,64,68,84,109,128,136],"methods":[8,31,76,97],"to":[9,38,44,57,77,117],"study":[10,118],"within-person":[11],"change-how":[12],"it":[13,16],"progresses,":[14],"how":[15],"differs":[17],"across":[18],"individuals,":[19],"what":[20,25],"are":[21,26,98],"its":[22,27],"determinants,":[23],"and":[24,41,46,66,90,101,112,131],"consequences.":[28],"have":[32],"been":[33],"applied":[34],"in":[35,81,94],"many":[36],"domains":[37],"examine":[39],"average":[40],"differential":[42],"responses":[43],"interventions":[45],"treatments.":[47],"In":[48],"this":[49],"review,":[50],"we":[51],"introduce":[52],"the":[53,82,134],"modeling":[55,96],"approach":[56],"studying":[58],"change":[59,65,114,120],"by":[60],"presenting":[61],"different":[62],"interpretations":[67],"their":[69],"model":[70],"parameters.":[71],"We":[72,122],"then":[73,99],"apply":[74],"these":[75],"examining":[78],"sex":[79],"differences":[80],"development":[83],"binge":[85],"drinking":[86],"behavior":[87],"through":[88],"adolescence":[89],"into":[91],"adulthood.":[92],"Advances":[93],"discussed":[100],"include":[102],"inherently":[103],"nonlinear":[104],"models,":[106,111],"derivative":[107],"specification":[108],"latent":[113],"score":[115],"stochastic":[119],"processes.":[121],"conclude":[123],"with":[124],"relevant":[125],"design":[126],"issues":[127],"longitudinal":[129,137],"studies":[130],"considerations":[132],"for":[133],"analysis":[135],"data.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2018-05-17T00:00:00"}