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A Bayesian multilevel analysis of the longitudinal associations between relationship quality and suicidal ideation and attempts among youth with bipolar disorder / C. J. R. SEWALL in Journal of Child Psychology and Psychiatry, 62-7 (July 2021)
[article]
Titre : A Bayesian multilevel analysis of the longitudinal associations between relationship quality and suicidal ideation and attempts among youth with bipolar disorder Type de document : Texte imprimé et/ou numérique Auteurs : C. J. R. SEWALL, Auteur ; J. M. GIRARD, Auteur ; J. MERRANKO, Auteur ; D. HAFEMAN, Auteur ; B. I. GOLDSTEIN, Auteur ; M. STROBER, Auteur ; H. HOWER, Auteur ; L. M. WEINSTOCK, Auteur ; S. YEN, Auteur ; N. D. RYAN, Auteur ; M. B. KELLER, Auteur ; F. LIAO, Auteur ; Rasim S. DILER, Auteur ; M. KAY GILL, Auteur ; David A. AXELSON, Auteur ; Boris BIRMAHER, Auteur ; Tina R. GOLDSTEIN, Auteur Article en page(s) : p.905-915 Langues : Anglais (eng) Mots-clés : Adolescent Bayes Theorem Bipolar Disorder/epidemiology Humans Multilevel Analysis Risk Factors Suicidal Ideation Suicide, Attempted Bayesian analysis Suicide adolescence bipolar disorder parent-child relationships peer relationships Index. décimale : PER Périodiques Résumé : BACKGROUND: Youth with bipolar disorder (BD) are at high risk for suicidal thoughts and behaviors and frequently experience interpersonal impairment, which is a risk factor for suicide. Yet, no study to date has examined the longitudinal associations between relationship quality in family/peer domains and suicidal thoughts and behaviors among youth with BD. Thus, we investigated how between-person differences - reflecting the average relationship quality across time - and within-person changes, reflecting recent fluctuations in relationship quality, act as distal and/or proximal risk factors for suicidal ideation (SI) and suicide attempts. METHODS: We used longitudinal data from the Course and Outcome of Bipolar Youth Study (N = 413). Relationship quality variables were decomposed into stable (i.e., average) and varying (i.e., recent) components and entered, along with major clinical covariates, into separate Bayesian multilevel models predicting SI and suicide attempt. We also examined how the relationship quality effects interacted with age and sex. RESULTS: Poorer average relationship quality with parents (? = -.33, 95% Bayesian highest density interval (HDI) [-0.54, -0.11]) or friends (? = -.33, 95% HDI [-0.55, -0.11]) was longitudinally associated with increased risk of SI but not suicide attempt. Worsening recent relationship quality with parents (? = -.10, 95% HDI [-0.19, -0.03]) and, to a lesser extent, friends (? = -.06, 95% HDI [-0.15, 0.03]) was longitudinally associated with increased risk of SI, but only worsening recent relationship quality with parents was also associated with increased risk of suicide attempt (? = -.15, 95% HDI [-0.31, 0.01]). The effects of certain relationship quality variables were moderated by gender but not age. CONCLUSIONS: Among youth with BD, having poorer average relationship quality with peers and/or parents represents a distal risk factor for SI but not suicide attempts. Additionally, worsening recent relationship quality with parents may be a time-sensitive indicator of increased risk for SI or suicide attempt. En ligne : http://dx.doi.org/10.1111/jcpp.13343 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=456
in Journal of Child Psychology and Psychiatry > 62-7 (July 2021) . - p.905-915[article] A Bayesian multilevel analysis of the longitudinal associations between relationship quality and suicidal ideation and attempts among youth with bipolar disorder [Texte imprimé et/ou numérique] / C. J. R. SEWALL, Auteur ; J. M. GIRARD, Auteur ; J. MERRANKO, Auteur ; D. HAFEMAN, Auteur ; B. I. GOLDSTEIN, Auteur ; M. STROBER, Auteur ; H. HOWER, Auteur ; L. M. WEINSTOCK, Auteur ; S. YEN, Auteur ; N. D. RYAN, Auteur ; M. B. KELLER, Auteur ; F. LIAO, Auteur ; Rasim S. DILER, Auteur ; M. KAY GILL, Auteur ; David A. AXELSON, Auteur ; Boris BIRMAHER, Auteur ; Tina R. GOLDSTEIN, Auteur . - p.905-915.
Langues : Anglais (eng)
in Journal of Child Psychology and Psychiatry > 62-7 (July 2021) . - p.905-915
Mots-clés : Adolescent Bayes Theorem Bipolar Disorder/epidemiology Humans Multilevel Analysis Risk Factors Suicidal Ideation Suicide, Attempted Bayesian analysis Suicide adolescence bipolar disorder parent-child relationships peer relationships Index. décimale : PER Périodiques Résumé : BACKGROUND: Youth with bipolar disorder (BD) are at high risk for suicidal thoughts and behaviors and frequently experience interpersonal impairment, which is a risk factor for suicide. Yet, no study to date has examined the longitudinal associations between relationship quality in family/peer domains and suicidal thoughts and behaviors among youth with BD. Thus, we investigated how between-person differences - reflecting the average relationship quality across time - and within-person changes, reflecting recent fluctuations in relationship quality, act as distal and/or proximal risk factors for suicidal ideation (SI) and suicide attempts. METHODS: We used longitudinal data from the Course and Outcome of Bipolar Youth Study (N = 413). Relationship quality variables were decomposed into stable (i.e., average) and varying (i.e., recent) components and entered, along with major clinical covariates, into separate Bayesian multilevel models predicting SI and suicide attempt. We also examined how the relationship quality effects interacted with age and sex. RESULTS: Poorer average relationship quality with parents (? = -.33, 95% Bayesian highest density interval (HDI) [-0.54, -0.11]) or friends (? = -.33, 95% HDI [-0.55, -0.11]) was longitudinally associated with increased risk of SI but not suicide attempt. Worsening recent relationship quality with parents (? = -.10, 95% HDI [-0.19, -0.03]) and, to a lesser extent, friends (? = -.06, 95% HDI [-0.15, 0.03]) was longitudinally associated with increased risk of SI, but only worsening recent relationship quality with parents was also associated with increased risk of suicide attempt (? = -.15, 95% HDI [-0.31, 0.01]). The effects of certain relationship quality variables were moderated by gender but not age. CONCLUSIONS: Among youth with BD, having poorer average relationship quality with peers and/or parents represents a distal risk factor for SI but not suicide attempts. Additionally, worsening recent relationship quality with parents may be a time-sensitive indicator of increased risk for SI or suicide attempt. En ligne : http://dx.doi.org/10.1111/jcpp.13343 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=456 Editorial: Bayesian benefits for child psychology and psychiatry researchers / Albertine J. OLDEHINKEL in Journal of Child Psychology and Psychiatry, 57-9 (September 2016)
[article]
Titre : Editorial: Bayesian benefits for child psychology and psychiatry researchers Type de document : Texte imprimé et/ou numérique Auteurs : Albertine J. OLDEHINKEL, Auteur Article en page(s) : p.985-987 Langues : Anglais (eng) Mots-clés : Statistical methods probability Bayesian analysis hypothesis testing statistical data interpretation Index. décimale : PER Périodiques Résumé : For many scientists, performing statistical tests has become an almost automated routine. However, p-values are frequently used and interpreted incorrectly; and even when used appropriately, p-values tend to provide answers that do not match researchers' questions and hypotheses well. Bayesian statistics present an elegant and often more suitable alternative. The Bayesian approach has rarely been applied in child psychology and psychiatry research so far, but the development of user-friendly software packages and tutorials has placed it well within reach now. Because Bayesian analyses require a more refined definition of hypothesized probabilities of possible outcomes than the classical approach, going Bayesian may offer the additional benefit of sparkling the development and refinement of theoretical models in our field. En ligne : http://dx.doi.org/10.1111/jcpp.12619 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=292
in Journal of Child Psychology and Psychiatry > 57-9 (September 2016) . - p.985-987[article] Editorial: Bayesian benefits for child psychology and psychiatry researchers [Texte imprimé et/ou numérique] / Albertine J. OLDEHINKEL, Auteur . - p.985-987.
Langues : Anglais (eng)
in Journal of Child Psychology and Psychiatry > 57-9 (September 2016) . - p.985-987
Mots-clés : Statistical methods probability Bayesian analysis hypothesis testing statistical data interpretation Index. décimale : PER Périodiques Résumé : For many scientists, performing statistical tests has become an almost automated routine. However, p-values are frequently used and interpreted incorrectly; and even when used appropriately, p-values tend to provide answers that do not match researchers' questions and hypotheses well. Bayesian statistics present an elegant and often more suitable alternative. The Bayesian approach has rarely been applied in child psychology and psychiatry research so far, but the development of user-friendly software packages and tutorials has placed it well within reach now. Because Bayesian analyses require a more refined definition of hypothesized probabilities of possible outcomes than the classical approach, going Bayesian may offer the additional benefit of sparkling the development and refinement of theoretical models in our field. En ligne : http://dx.doi.org/10.1111/jcpp.12619 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=292