Emotional engagement and foreign language enjoyment are two widely studied affective constructs in second language acquisition (SLA) research, yet their empirical distinctiveness has never been formally tested. Substantial item-level overlap between their measurement instruments and consistently high inter-construct correlations raise the possibility of a jangle fallacy: two different labels applied to the same underlying construct. This study subjected both constructs to rigorous psychometric scrutiny using longitudinal data collected from 122 undergraduates at three time points across a second language (L2) semester. Confirmatory factor analysis (CFA) and exploratory factor analysis (EFA) were employed to assess discriminant validity. CFA yielded high latent correlations between the two factors at all three time points (mean r = 0.76), and fit indices indicated residual misfit that post hoc modifications could not resolve. EFA produced a unidimensional solution at Time 1 and an unstable two-factor structure across waves. Together, these results indicate that the existing instruments do not permit reliable empirical separation of emotional engagement from enjoyment. The findings challenge the treatment of enjoyment as a predictor of emotional engagement, suggest that this relationship may reflect within-construct redundancy, and call for the development of measurement tools that more precisely delineate the boundaries of each construct.
Grit, the capacity to sustain effort and interest toward long-term goals, has been widely studied in English-speaking contexts, but evidence from other cultural settings remains limited and inconsistent. In particular, no validated French version of the original 12-item Grit-O scale exists, limiting cross-cultural rese...
Nassim Elimari, C. Nguyen, Nicolas B. Verger et al.· Current Psychology· 0 citations
Emotional episodes experienced with music are embedded within the milieu of everyday life, yet most existing psychometric instruments only capture trait-like tendencies rather than state-like contextual factors. In this article, we detail the development of the Measure of Emotional Episodes with Music (MEEM) as a modul...
Connor Kirts, S. Saarikallio, Tuomas Eerola· PLoS ONE· 0 citations
Learning engagement (LE) has been recognized as a key mediator connecting learning beliefs and achievement, but previous studies have examined its sub-dimensions—behavioral (BE), emotional (EE), and cognitive (CE) engagement—either in isolation or as parallel constructs, overlooking their potential sequential relat...
Guo-Qiang Zhang, Fu-An Zhang, Yong Li et al.· Frontiers in Psychology· 0 citations
The present study (1) examined sex- and language-based measurement invariance of the science self-efficacy scale using PISA 2006 and 2015 U.S. data (N = 11,323) and (2) evaluated six large language models (ChatGPT, DeepSeek, Grok, Copilot, MetaAI, Gemini) in generating invariance approximations from prompt content and...
Onur Ramazan, D. Lee· Psychology International· 0 citations
Emotion regulation is a key construct in mental health, yet existing measures differ in conceptual coverage, with some focusing on specific strategies or regulatory difficulties rather than broader cognitive, behavioral, and contextual regulation processes. This study aimed to develop an Emotion Regulation Scale (ERS)...
I. Almohammadi, Malak A. Alzahrani· BMC Psychology· 0 citations
Radically Open Dialectical Behavior Therapy (RO-DBT) was developed to target overcontrolled coping style and is gaining traction as a gold-standard treatment in the transdiagnostic intervention repertoire. The RO-DBT manual offers two instruments that explicitly measure overcontrol: the Adult Styles of Coping Word-Pair...
Caroline E. Balling, Selena Scott, Natasha Lang et al.· Assessment (Odessa, Fla.)· 0 citations
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