[article]
Titre : |
Sensitive periods and other timing hypotheses in developmental psychopathology: A tutorial |
Type de document : |
Texte imprimé et/ou numérique |
Auteurs : |
Kylie K. HARRALL, Auteur ; Deborah H. GLUECK, Auteur ; Elysia Poggi DAVIS, Auteur ; Keith E. MULLER, Auteur ; Dana DABELEA, Auteur ; Jenalee R. DOOM, Auteur |
Article en page(s) : |
p.1721-1729 |
Langues : |
Anglais (eng) |
Mots-clés : |
Development longitudinal modeling methods sensitive periods tutorial |
Index. décimale : |
PER Périodiques |
Résumé : |
Researchers often aim to assess whether repeated measures of an exposure are associated with repeated measures of an outcome. A question of particular interest is how associations between exposures and outcomes may differ over time. In other words, researchers may seek the best form of a temporal model. While several models are possible, researchers often consider a few key models. For example, researchers may hypothesize that an exposure measured during a sensitive period may be associated with repeated measures of the outcome over time. Alternatively, they may hypothesize that the exposure measured immediately before the current time period may be most strongly associated with the outcome at the current time. Finally, they may hypothesize that all prior exposures are important. Many analytic methods cannot compare and evaluate these alternative temporal models, perhaps because they make the restrictive assumption that the associations between exposures and outcomes remains constant over time. Instead, we provide a tutorial describing four temporal models that allow the associations between repeated measures of exposures and outcomes to vary, and showing how to test which temporal model is best supported by the data. By finding the best temporal model, developmental psychopathology researchers can find optimal windows for intervention. |
En ligne : |
https://dx.doi.org/10.1017/S0954579424001299 |
Permalink : |
https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=567 |
in Development and Psychopathology > 37-4 (October 2025) . - p.1721-1729
[article] Sensitive periods and other timing hypotheses in developmental psychopathology: A tutorial [Texte imprimé et/ou numérique] / Kylie K. HARRALL, Auteur ; Deborah H. GLUECK, Auteur ; Elysia Poggi DAVIS, Auteur ; Keith E. MULLER, Auteur ; Dana DABELEA, Auteur ; Jenalee R. DOOM, Auteur . - p.1721-1729. Langues : Anglais ( eng) in Development and Psychopathology > 37-4 (October 2025) . - p.1721-1729
Mots-clés : |
Development longitudinal modeling methods sensitive periods tutorial |
Index. décimale : |
PER Périodiques |
Résumé : |
Researchers often aim to assess whether repeated measures of an exposure are associated with repeated measures of an outcome. A question of particular interest is how associations between exposures and outcomes may differ over time. In other words, researchers may seek the best form of a temporal model. While several models are possible, researchers often consider a few key models. For example, researchers may hypothesize that an exposure measured during a sensitive period may be associated with repeated measures of the outcome over time. Alternatively, they may hypothesize that the exposure measured immediately before the current time period may be most strongly associated with the outcome at the current time. Finally, they may hypothesize that all prior exposures are important. Many analytic methods cannot compare and evaluate these alternative temporal models, perhaps because they make the restrictive assumption that the associations between exposures and outcomes remains constant over time. Instead, we provide a tutorial describing four temporal models that allow the associations between repeated measures of exposures and outcomes to vary, and showing how to test which temporal model is best supported by the data. By finding the best temporal model, developmental psychopathology researchers can find optimal windows for intervention. |
En ligne : |
https://dx.doi.org/10.1017/S0954579424001299 |
Permalink : |
https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=567 |
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