An Application of the LC-LSTM Framework to the Self-esteem Instability Case |
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Authors: | Guido Alessandri Michele Vecchione Brent M. Donnellan John Tisak |
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Affiliation: | 1. Psychology Department, “Sapienza”, University of Rome, Via dei Marsi 78, 00185, Rome, Italy 2. Department of Psychology, Michigan State University, 252A Psychology, East Lansing, MI, 48823, USA 3. Department of Psychology, Bowling Green State University, Bowling Green, OH, 43403, USA
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Abstract: | The present research evaluates the stability of self-esteem as assessed by a daily version of the Rosenberg (Society and the adolescent self-image, Princeton University Press, Princeton, 1965) general self-esteem scale (RGSE). The scale was administered to 391 undergraduates for five consecutive days. The longitudinal data were analyzed using the integrated LC-LSTM framework that allowed us to evaluate: (1) the measurement invariance of the RGSE, (2) its stability and change across the 5-day assessment period, (3) the amount of variance attributable to stable and transitory latent factors, and (4) the criterion-related validity of these factors. Results provided evidence for measurement invariance, mean-level stability, and rank-order stability of daily self-esteem. Latent state-trait analyses revealed that variances in scores of the RGSE can be decomposed into six components: stable self-esteem (40 %), ephemeral (or temporal-state) variance (36 %), stable negative method variance (9 %), stable positive method variance (4 %), specific variance (1 %) and random error variance (10 %). Moreover, latent factors associated with daily self-esteem were associated with measures of depression, implicit self-esteem, and grade point average. |
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