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However, singular forms of life stress rarely occur in isolation, as adolescents typically encounter stressors that vary on important dimensions (e.g., types, timings, quantities) across development. The current study employs latent profile analysis (LPA) to identify natural clusters of life stress that, over time, may be differently associated with ruminative brooding. Evaluations of episodic, chronic, and early life stress were conducted with community-recruited mid-adolescents (<jats:italic>N<\/jats:italic> = 241, <jats:italic>M<\/jats:italic><jats:sub>age<\/jats:sub> = 15.90 years, 53% female) and their parents using the UCLA Life Stress Interview and lifetime adversity portions of the Youth Life Stress Interview. Analyses identified four distinct patterns: <jats:italic>low stress<\/jats:italic>, <jats:italic>high peer stress<\/jats:italic>, <jats:italic>moderate home \/ family stress<\/jats:italic>, and <jats:italic>multifaceted \/ high school stress.<\/jats:italic> Adolescents in the <jats:italic>high peer stress<\/jats:italic> and <jats:italic>moderate home \/ family stress<\/jats:italic> profiles were at highest risk for developing a brooding style over time. Despite high overall levels of stress, teens in the <jats:italic>multifaceted \/ high school stress<\/jats:italic> profile were at not at elevated risk for developing a brooding style. Findings demonstrate the utility of person-centered approaches to identify patterns of stress exposure that heighten risk for brooding over time.<\/jats:p>","DOI":"10.1017\/s0954579423000974","type":"journal-article","created":{"date-parts":[[2023,8,17]],"date-time":"2023-08-17T08:42:01Z","timestamp":1692261721000},"page":"1685-1697","update-policy":"https:\/\/doi.org\/10.1017\/policypage","source":"Crossref","is-referenced-by-count":6,"title":["Patterns of life stress and the development of ruminative brooding in adolescence: A person-centered approach"],"prefix":"10.1017","volume":"36","author":[{"given":"Zoey A.","family":"Shaw","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0087-0263","authenticated-orcid":false,"given":"Elizabeth D.","family":"Handley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4215-5126","authenticated-orcid":false,"given":"Jennifer M.","family":"Warmingham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5383-1105","authenticated-orcid":false,"given":"Lisa R.","family":"Starr","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"56","published-online":{"date-parts":[[2023,8,17]]},"reference":[{"key":"S0954579423000974_ref5","doi-asserted-by":"publisher","DOI":"10.1037\/0003-066X.55.5.469"},{"key":"S0954579423000974_ref35","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.clinpsy.1.102803.143938"},{"key":"S0954579423000974_ref94","doi-asserted-by":"publisher","DOI":"10.1017\/S0954579422000025"},{"key":"S0954579423000974_ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.brat.2014.09.001"},{"key":"S0954579423000974_ref4","doi-asserted-by":"publisher","DOI":"10.1080\/15325024.2012.734205"},{"key":"S0954579423000974_ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-6494.2006.00428.x"},{"key":"S0954579423000974_ref74","doi-asserted-by":"publisher","DOI":"10.1017\/S0954579407070241"},{"key":"S0954579423000974_ref89","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023910315561"},{"key":"S0954579423000974_ref64","doi-asserted-by":"publisher","DOI":"10.1111\/j.1745-6924.2008.00088.x"},{"key":"S0954579423000974_ref86","doi-asserted-by":"publisher","DOI":"10.1002\/jclp.20862"},{"key":"S0954579423000974_ref87","doi-asserted-by":"publisher","DOI":"10.1080\/17470919.2012.712549"},{"key":"S0954579423000974_ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpr.2009.07.001"},{"key":"S0954579423000974_ref101","doi-asserted-by":"publisher","DOI":"10.1017\/S0954579417001468"},{"key":"S0954579423000974_ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s10608-015-9735-z"},{"key":"S0954579423000974_ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10826-015-0243-2"},{"key":"S0954579423000974_ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.chiabu.2021.105215"},{"key":"S0954579423000974_ref82","doi-asserted-by":"publisher","DOI":"10.1207\/s15374424jccp3501_9"},{"key":"S0954579423000974_ref21","doi-asserted-by":"publisher","DOI":"10.1037\/abn0000163"},{"key":"S0954579423000974_ref11","doi-asserted-by":"publisher","DOI":"10.1177\/0272431695015004005"},{"key":"S0954579423000974_ref8","first-page":"850","volume-title":"Developmental psychopathology","volume":"2","author":"Bergman","year":"2006"},{"key":"S0954579423000974_ref60","doi-asserted-by":"publisher","DOI":"10.1080\/10705511.2014.935751"},{"key":"S0954579423000974_ref6","first-page":"1","article-title":"Auxiliary variables in mixture modeling: Using the BCH method in Mplus to estimate a distal outcome model and an arbitrary second model","volume":"21","author":"Asparouhov","year":"2014","journal-title":"Mplus Web Notes"},{"key":"S0954579423000974_ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpsychores.2005.06.074"},{"key":"S0954579423000974_ref79","unstructured":"Shaw, Z. 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