Power Analysis for the Random Intercept Cross-Lagged Panel Model Using the<tt>powRICLPM</tt>R-Package

Mulder, Jeroen D.

doi:10.1080/10705511.2022.2122467

Cited by 53 publications

(26 citation statements)

References 46 publications

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“…Ecological momentary assessment studies can clarify such microprocesses. Fourth, the sample size of Sample 2 was relatively small for a RI‐CLPM (Mulder, 2022), and the null‐findings in associations between self‐esteem and LOC eating may be due to a lack of power. However, Sample 1—which is more highly powered—did not provide support for within‐person associations between self‐esteem and LOC while overeating.…”

Section: Discussionmentioning

confidence: 99%

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The bidirectional associations between self‐esteem and problematic eating behaviors in adolescents

Beckers,

Burk,

Larsen

et al. 2023

Intl J Eating Disorders

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ObjectiveTheories propose that low self‐esteem and problematic eating behaviors (PEBs) negatively impact each other. While previous studies suggested bidirectional associations between self‐esteem and PEBs, they did not separate within‐person from between‐person associations. Therefore, this prospective study investigated the within‐person bidirectional associations between self‐esteem and four PEBs in adolescence, while accounting for between‐person differences.MethodWe used two independent longitudinal samples of Dutch adolescents, each including three annually collected waves of data. Sample 1 consisted of 1856 adolescents (Baseline: 50.4% males; Mage = 13.79 years, SDage = 0.72), with measures of self‐esteem, emotional eating, restrained eating, and loss of control (LOC) while overeating. Sample 2 consisted of 555 adolescents (Baseline: 49.7% males; Mage = 13.13 years, SDage = 0.68), with measures of self‐esteem and LOC eating. The data were analyzed using random intercept cross‐lagged panel models (CLPMs).ResultsWithin persons, lower self‐esteem was associated with higher emotional and restrained eating (both Sample 1) one year later, and vice versa. Self‐esteem did not predict, nor was predicted by, LOC while overeating (Sample 1) or LOC eating (Sample 2). Between persons, self‐esteem was negatively correlated with all PEBs (Samples 1 and 2).DiscussionWe found within‐person bidirectional associations between low self‐esteem and emotional and restrained eating (but not LOC while overeating/LOC eating), and between‐person correlations between low self‐esteem and all PEBs. These results have theoretical and practical implications. Within‐person processes clarify underlying mechanisms that explain the occurrence of PEBs; between‐person associations are important to identify adolescents at risk of PEBs.Public SignificanceWhile theories indicate that low self‐esteem and PEBs are inversely associated within individuals, empirical studies have not disentangled within‐person processes from between‐person differences. This study addressed this disparity, finding that lower self‐esteem was bidirectionally associated with higher emotional and restrained eating (but not LOC eating) within persons. These findings suggest that enhancing self‐esteem is a viable option for prevention and intervention.

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Section: Discussionmentioning

confidence: 99%

“…Ecological momentary assessment studies can clarify such microprocesses. Fourth, the sample size of Sample 2 was relatively small for a RI-CLPM (Mulder, 2022), and the null-findings in associations between self-esteem and LOC eating may be due to a lack of power.…”

Section: Strengths and Limitationsmentioning

confidence: 99%

The bidirectional associations between self‐esteem and problematic eating behaviors in adolescents

Beckers,

Burk,

Larsen

et al. 2023

Intl J Eating Disorders

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“…At the time of study design, Mulder (2023) had not yet published their power analysis for using a random intercept cross-lagged panel model (RI-CLPM). As a result, we determined our sample size by examining the published sample sizes of other studies utilizing RI-CLPMs (Burns et al, 2020;Defoe et al, 2019;Graupensperger et al, 2020;Micalizzi et al, 2020).…”

Section: Methods Participantsmentioning

confidence: 99%

Food and alcohol disturbance, alcohol use, and negative consequences among college students engaging in binge drinking: A longitudinal examination of between- and within-person effects.

Herchenroeder,

Yeung

2024

Psychology of Addictive Behaviors

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Objective: Researchers have documented robust associations between food and alcohol disturbance (FAD-intoxication; restricting caloric intake before or during alcohol consumption to experience a quicker and/or more intense alcohol intoxication) and alcohol use and related negative consequences. However, most of this research has utilized cross-sectional designs. Consequently, two crucial gaps have not yet been filled: (a) the separation of the relatively stable, between-person and the fluctuating, within-person components in the relations between FAD-intoxication and alcohol-related constructs; and (b) the examination of the directionality of these within-person relations. Method: Participants were college students (n = 686) who reported past-month binge drinking. Most participants identified as White (71.3%), female (78.4%), non-Hispanic (87.8%), with a mean age of 20.64 (SD = 3.25). Participants completed three online surveys assessing FAD-intoxication (College Eating and Drinking Behaviors Scale), alcohol use (Daily Drinking Questionnaire), and related negative consequences (Brief Young Adult Alcohol Consequences Questionnaire). Results: Analyses revealed that FAD-intoxication was positively associated with alcohol use and related negative consequences at the between-person level. Additionally, at the within-person level, FAD-intoxication at Time 2 significantly predicted alcohol use at Time 3. Notably, the cross-lagged effect from FAD-intoxication at Time 1 to alcohol use at Time 2 was not significant. FAD-intoxication did not significantly predict negative consequences. Neither use nor consequences significantly predicted FAD-intoxication. Conclusions: Our results suggest that FAD-intoxication is relevant to the study of alcohol use and related negative consequences and should be considered in interventions targeting alcohol use and related negative consequences among students who endorse binge drinking. Public Health Significance StatementThis study underscores the importance of considering food and alcohol disturbance (FAD)-intoxication in interventions targeting alcohol use and related negative consequences among students who endorse binge drinking. In addition, our results highlight the need to educate students that engaging in FAD-intoxication to reduce alcohol quantity is not an effective harm-reduction strategy.

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“…Specific structural relations between the within-persons components were specified to investigate the temporal dynamics between postmigration stressors, emotion dysregulation, and PTSD symptoms; these included estimating autoregressive paths, cross-lagged effects, and the covariance between within-persons’ components (at T1) and residuals of the within-persons components (at the subsequent time points). In line with recent recommendations and prior studies (Mulder, 2022; Mulder & Hamaker, 2021; Orth et al, 2021; Sewall et al, 2022), autoregressive and cross-lagged paths were constrained to equality. This approach was informed by three factors: (a) The time intervals between each measurement occasion were equal (6 months), (b) we did not expect to observe systematic differences between the time points, and (c) constraining pathways is recommended for complex models to increase their stability and interpretability.…”

Section: Methodsmentioning

confidence: 99%

The Longitudinal Association Between Posttraumatic Stress Disorder, Emotion Dysregulation, and Postmigration Stressors Among Refugees

Specker

Liddell

O’Donnell

et al. 2023

Clinical Psychological Science

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Although emotion dysregulation has been robustly associated with posttraumatic stress disorder (PTSD), there is relatively little understanding of this process in refugees. Specifically, longitudinal methodology has not been used to examine the relationship between emotion dysregulation and PTSD among refugees. In this study, we investigated the temporal relationship between emotion dysregulation, postmigration stressors, and PTSD clusters (reexperiencing, avoidance, negative alterations in mood and cognition [NAMC], and hyperarousal) from the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders among a community sample of refugees ( N = 1,081) over a 2-year period. Random intercept cross-lagged panel analysis found that emotion dysregulation was antecedent to within-persons increases in reexperiencing and NAMC symptoms over time and bidirectionally associated with hyperarousal and postmigration stressors. In addition, postmigration stressors were antecedent to within-persons increases in reexperiencing, avoidance, and NAMC and bidirectionally associated with hyperarousal symptoms. Findings provide novel evidence in support of postmigration stressors and emotion dysregulation as mechanisms maintaining PTSD and highlight the potential utility of tailoring interventions to address these factors.

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Power Analysis for the Random Intercept Cross-Lagged Panel Model Using the`powRICLPM`R-Package

Cited by 53 publications

References 46 publications

The bidirectional associations between self‐esteem and problematic eating behaviors in adolescents

The bidirectional associations between self‐esteem and problematic eating behaviors in adolescents

Food and alcohol disturbance, alcohol use, and negative consequences among college students engaging in binge drinking: A longitudinal examination of between- and within-person effects.

The Longitudinal Association Between Posttraumatic Stress Disorder, Emotion Dysregulation, and Postmigration Stressors Among Refugees

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Power Analysis for the Random Intercept Cross-Lagged Panel Model Using thepowRICLPMR-Package

Cited by 53 publications

References 46 publications

The bidirectional associations between self‐esteem and problematic eating behaviors in adolescents

The bidirectional associations between self‐esteem and problematic eating behaviors in adolescents

Food and alcohol disturbance, alcohol use, and negative consequences among college students engaging in binge drinking: A longitudinal examination of between- and within-person effects.

The Longitudinal Association Between Posttraumatic Stress Disorder, Emotion Dysregulation, and Postmigration Stressors Among Refugees

Contact Info

Product

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Power Analysis for the Random Intercept Cross-Lagged Panel Model Using the`powRICLPM`R-Package