{"id":"https://openalex.org/W4295066767","doi":"https://doi.org/10.3758/s13428-022-01940-2","title":"Assessing mediational processes using piecewise linear growth curve models with individual measurement occasions","display_name":"Assessing mediational processes using piecewise linear growth curve models with individual measurement occasions","publication_year":2022,"publication_date":"2022-09-09","ids":{"openalex":"https://openalex.org/W4295066767","doi":"https://doi.org/10.3758/s13428-022-01940-2","mag":"3186718443","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085545"},"language":"en","primary_location":{"id":"doi:10.3758/s13428-022-01940-2","doi":"https://doi.org/10.3758/s13428-022-01940-2","is_oa":true,"landing_page_url":"https://doi.org/10.3758/s13428-022-01940-2","pdf_url":"https://link.springer.com/content/pdf/10.3758/s13428-022-01940-2.pdf","source":{"id":"https://openalex.org/S137478622","display_name":"Behavior Research Methods","issn_l":"1554-351X","issn":["1554-351X","1554-3528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","erih-plus","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behavior Research Methods","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.3758/s13428-022-01940-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116386994","display_name":"Jin Liu","orcid":"https://orcid.org/0000-0003-2690-2216","observed_orcids":["https://orcid.org/0000-0003-2690-2216"]},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jin Liu","raw_affiliation_strings":["Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA. veronica.liu0206@gmail.com","Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA. veronica.liu0206@gmail.com","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007551866","display_name":"Robert Anthony Perera","orcid":"https://orcid.org/0000-0002-0375-0427","observed_orcids":["https://orcid.org/0000-0002-0375-0427"]},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert A. Perera","raw_affiliation_strings":["Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5116386994"],"corresponding_institution_ids":["https://openalex.org/I184840846"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":0.95,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76034515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"55","issue":"6","first_page":"3218","last_page":"3240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9496999979019165,"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":0.9496999979019165,"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/T10845","display_name":"Advanced Causal Inference Techniques","score":0.031199999153614044,"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":0.003800000064074993,"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/longitudinal-mediation","display_name":"longitudinal mediation","score":0.7300000190734863},{"id":"https://openalex.org/keywords/nonlinear-growth","display_name":"nonlinear growth","score":0.4359999895095825},{"id":"https://openalex.org/keywords/indirect-effects","display_name":"indirect effects","score":0.6349999904632568},{"id":"https://openalex.org/keywords/direct-and-indirect-effects","display_name":"direct and indirect effects","score":0.6150000095367432},{"id":"https://openalex.org/keywords/baseline-covariates","display_name":"baseline covariates","score":0.6309999823570251}],"concepts":[{"id":"https://openalex.org/C2776913854","wikidata":"https://www.wikidata.org/wiki/Q25345887","display_name":"Growth curve (statistics)","level":2,"score":0.6116765141487122},{"id":"https://openalex.org/C17095337","wikidata":"https://www.wikidata.org/wiki/Q2375229","display_name":"Piecewise linear function","level":2,"score":0.49207013845443726},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.4576837122440338},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4455114006996155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4118295907974243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.394822895526886},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3428027033805847},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1870766580104828}],"mesh":[{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3758/s13428-022-01940-2","doi":"https://doi.org/10.3758/s13428-022-01940-2","is_oa":true,"landing_page_url":"https://doi.org/10.3758/s13428-022-01940-2","pdf_url":"https://link.springer.com/content/pdf/10.3758/s13428-022-01940-2.pdf","source":{"id":"https://openalex.org/S137478622","display_name":"Behavior Research Methods","issn_l":"1554-351X","issn":["1554-351X","1554-3528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","erih-plus","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behavior Research Methods","raw_type":"journal-article"},{"id":"pmid:36085545","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085545","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":"Behavior research methods","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2107.08338","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2107.08338","pdf_url":"https://arxiv.org/pdf/2107.08338","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3186718443","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2107.08338.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2107.08338","doi":"https://doi.org/10.48550/arxiv.2107.08338","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2107.08338","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"Preprint"}],"best_oa_location":{"id":"doi:10.3758/s13428-022-01940-2","doi":"https://doi.org/10.3758/s13428-022-01940-2","is_oa":true,"landing_page_url":"https://doi.org/10.3758/s13428-022-01940-2","pdf_url":"https://link.springer.com/content/pdf/10.3758/s13428-022-01940-2.pdf","source":{"id":"https://openalex.org/S137478622","display_name":"Behavior Research Methods","issn_l":"1554-351X","issn":["1554-351X","1554-3528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","erih-plus","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behavior Research Methods","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4295066767.pdf","grobid_xml":"https://content.openalex.org/works/W4295066767.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W130596010","https://openalex.org/W1494250361","https://openalex.org/W1513618424","https://openalex.org/W1640894779","https://openalex.org/W1715619412","https://openalex.org/W1933749887","https://openalex.org/W1971440513","https://openalex.org/W1972240965","https://openalex.org/W1976876708","https://openalex.org/W1978053532","https://openalex.org/W1992036396","https://openalex.org/W2009035386","https://openalex.org/W2014725748","https://openalex.org/W2022283554","https://openalex.org/W2037065743","https://openalex.org/W2037124948","https://openalex.org/W2046284411","https://openalex.org/W2048204804","https://openalex.org/W2048878602","https://openalex.org/W2050141335","https://openalex.org/W2050253828","https://openalex.org/W2056883378","https://openalex.org/W2063693992","https://openalex.org/W2067829136","https://openalex.org/W2068409255","https://openalex.org/W2068719957","https://openalex.org/W2070756309","https://openalex.org/W2073852608","https://openalex.org/W2074932610","https://openalex.org/W2075894130","https://openalex.org/W2086222288","https://openalex.org/W2092825650","https://openalex.org/W2104057213","https://openalex.org/W2109349396","https://openalex.org/W2112284812","https://openalex.org/W2120199960","https://openalex.org/W2122825543","https://openalex.org/W2123866144","https://openalex.org/W2124149447","https://openalex.org/W2125538096","https://openalex.org/W2129751332","https://openalex.org/W2132605910","https://openalex.org/W2157413137","https://openalex.org/W2164034897","https://openalex.org/W2467512053","https://openalex.org/W2480758145","https://openalex.org/W2489529541","https://openalex.org/W2766177459","https://openalex.org/W2766211231","https://openalex.org/W2775363893","https://openalex.org/W2909893094","https://openalex.org/W2922853138","https://openalex.org/W2965304346","https://openalex.org/W2991042313","https://openalex.org/W3015514039","https://openalex.org/W3047754747","https://openalex.org/W3092204319","https://openalex.org/W3122371808","https://openalex.org/W3193713703","https://openalex.org/W4200282513","https://openalex.org/W4234698323"],"related_works":["https://openalex.org/W3186718443","https://openalex.org/W1549397413","https://openalex.org/W2050141335","https://openalex.org/W3135508443","https://openalex.org/W2967349649","https://openalex.org/W2050253828","https://openalex.org/W2795975046","https://openalex.org/W7098865826","https://openalex.org/W1992036396","https://openalex.org/W4400041560"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-09-10T00:00:00"}
