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The Emotion Beliefs Questionnaire: Psychometric properties, norms, and links to affective outcomes. J Affect Disord 2024; 356:577-585. [PMID: 38574870 DOI: 10.1016/j.jad.2024.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 03/10/2024] [Accepted: 04/01/2024] [Indexed: 04/06/2024]
Abstract
BACKGROUND The Emotion Beliefs Questionnaire was recently developed to measure beliefs about the controllability and usefulness of negative and positive emotions. These are beliefs that have been theorised to be influential for emotion regulation and psychological outcomes. However, to date there are few studies utilising large, representative samples to examine the EBQ's psychometric properties and affective correlates. Our aim was to fill this gap by examining the EBQ's psychometric properties and exploring associations between emotion beliefs, emotion regulation, and affective disorder symptoms. METHODS A sample of 1175 adults recruited from the general population in the United States completed measures of emotion beliefs, emotion regulation, and affective disorder symptoms. RESULTS Confirmatory factor analyses supported the EBQ's intended subscale structure, where controllability and usefulness beliefs were separated by valence. This structure was invariant across gender, age, and education categories. The EBQ correlated in expected ways with other measures, demonstrating good validity, and had good to excellent levels of internal consistency reliability. LIMITATIONS This study used a non-clinical sample that was predominantly White. Future work should utilise clinical and cross-cultural samples to maximise generalisability of findings. CONCLUSIONS Our findings indicate that the EBQ is a psychometrically sound tool for measuring the multidimensional emotion belief construct. The EBQ may have clinical utility in the conceptualisation, assessment, and treatment of maladaptive emotion beliefs. Furthermore, our results highlight the importance of considering the potential influence of maladaptive emotion beliefs in emotion dysregulation and affective disorder symptoms.
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"I'm so dumb and worthless right now": factors associated with heightened momentary self-criticism in daily life. Cogn Emot 2024:1-16. [PMID: 38241697 DOI: 10.1080/02699931.2024.2305400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 11/02/2023] [Indexed: 01/21/2024]
Abstract
Self-criticism is a trait associated with increased psychopathology, but self-criticism is also a personality state reflecting an action that people do in moments of time. In the current study, we explored factors associated with heightened self-criticism in daily life. Participants (N = 197) received five random prompts per day for one week on their mobile phones, where they reported their current affect (negative and positive affect), willpower self-efficacy, distress intolerance, degree of support and criticism from others, current context (location, activity, hunger, tiredness) and momentary self-criticism. We first demonstrated that self-criticism varies over time and across contexts, and is associated with heightened trait self-criticism. Then, using multilevel modelling, we explored the contextual factors associated with greater self-criticism. We found that self-criticism was higher when people were at home, and more tired. We also found higher self-criticism to be associated with greater negative and lower positive affect, greater distress intolerance, lower willpower and greater perceived criticism from others. In addition, self-criticism predicted subsequent distress intolerance, willpower and positive affect in lagged analyses. This study provides evidence that both environmental and psychological factors are associated with the dynamics of self-critical thoughts.
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Emotion beliefs: conceptual review and compendium. Front Psychol 2024; 14:1271135. [PMID: 38239475 PMCID: PMC10794336 DOI: 10.3389/fpsyg.2023.1271135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 12/12/2023] [Indexed: 01/22/2024] Open
Abstract
Laypeople hold richly divergent beliefs about emotion, and these beliefs are consequential. Specific forms of belief that have been investigated include the usefulness, contagiousness, duration, dependence upon intersubjective experience, cognitively mediated properties, malleability, and hindering properties of emotion, just to name a few. Progress in this emerging sub-field of research has been hampered by the lack of a widely accepted definition of emotion belief able to capture all of these dimensions. Correspondingly, there has been a proliferation of different terminologies, constructs, and measures. The present review aims to address these obstacles by defining emotion belief, and subsequently re-considering existing constructs and measures that align with this definition. The latter is presented in the form of a comprehensive compendium of 21 different constructs and associated self-report measures that assess varying components of one's beliefs about emotions in general and/or about their own emotions, and an additional 5 scales that were designed to measure one's beliefs about another's emotions. From the more unified conceptualization of emotion belief presented here, critical areas of future research are highlighted.
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Validation of the Chinese version of academic goals orientation questionnaire in nursing student: a study based on SEM and IRT multidimensional models. BMC Nurs 2023; 22:465. [PMID: 38057897 DOI: 10.1186/s12912-023-01630-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Accepted: 11/29/2023] [Indexed: 12/08/2023] Open
Abstract
OBJECTIVE To translate the Academic Goals Orientation Questionnaire (AGOQ) into Chinese and to determine the validity and reliability of the (AGOQ) in Chinese nursing students based on SEM and IRT multidimensional models. METHODS The participants were 654 nursing students with an age range of 17-26 years (mean age 21.61 ± 1.73 years). The psychometric properties of AGOQ were investigated based on a dual analytical perspective of structural equation modeling (SEM) and item response theory (IRT). RESULTS The Cronbach's α value of the questionnaire is 0.895. A four-factor model was obtained by exploratory factor analysis, which explained the variance of 71.892%. With confirmatory factor analysis, a new four-factors model was built and showed an acceptable goodness-of-fit, chi-square/degree of freedom (CMIN/DF) = 4.008, goodness of fit index (GFI) = 0.932, adjusted goodness of fit index (AGFI) = 0.905, comparative fit index (CFI) = 0.952, incremental fit index (IFI) = 0.952, Tucker Lewis index (TLI) = 0.941. In the analysis part of IRT, according to the comparison between Akek's information criterion (AIC) and Bayesian information criterion (BIC), we choose the Graded Response Model (GRM) for analysis. The results show that the difficulty value is monotonically increasing, and the discrimination of all items is greater than 0.19, which shows that 16 items can be retained. CONCLUSIONS This study tested the psychometric characteristics of AGOQ of nursing students in China. The results confirmed that the Chinese version of AGOQ has good psychometric characteristics and can be used to measure the academic goal orientation of nursing students in China.
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Psychometric properties and factor structure of the Revised Beliefs About Emotions Questionnaire. Clin Psychol Psychother 2023; 30:1471-1481. [PMID: 37532231 DOI: 10.1002/cpp.2889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 06/20/2023] [Accepted: 07/16/2023] [Indexed: 08/04/2023]
Abstract
OBJECTIVE Given that there is an increasing exploration of the role of beliefs about emotions in emotion regulation and psychotherapy, there is a need for a range of valid and reliable measures of beliefs about emotions. The Beliefs About Emotions Questionnaire (BAEQ) has been shown to be a promising measure of beliefs about emotions. However, to date, no study has attempted to replicate the original factor structure of the BAEQ in an English-speaking country. The present study examined the psychometric properties of the BAEQ in a nonclinical sample. METHOD Archival data of 1807 adult participants residing in Australia was divided into three equal groups of participants. A confirmatory factor analysis (CFA) was conducted on the first sub-sample, an exploratory factor analysis (EFA) was performed on the second sub-sample, and a second CFA was performed on the third sub-sample. Divergent validity was tested using the heterotrait-monotrait ratio and the concurrent validity was tested through correlations with the subscales of the Three-Factor Eating Questionnaire (TFEQ-R18). RESULTS The first CFA failed to replicate the original factor structure of the BAEQ. An EFA supported five of the original six factors. A five-factor structure, including 30 out of the original 43 items, was confirmed in a second CFA. The final subscales (Shameful and Irrational, Overwhelming and Uncontrollable, Invalid and Meaningless, Useless and Damaging) demonstrated good construct validity, good internal consistency, and good concurrent and divergent validity. CONCLUSION The results from this study support a briefer five-factor, 30-item version of the BAEQ (BAEQ-R) as a reliable and valid measure of beliefs about emotions that can be utilised in future research.
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Hovering or invalidating? Examining nuances in the associations between controlling parents and problematic outcomes for college students. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2023:1-13. [PMID: 37216586 DOI: 10.1080/07448481.2023.2209197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 04/03/2023] [Accepted: 04/23/2023] [Indexed: 05/24/2023]
Abstract
Objective: The purpose of these studies was to examine whether college students' beliefs about themselves (i.e., self-compassion and beliefs about emotions) could be mechanisms explaining the relationship between problematic parenting behaviors (helicopter parenting and parental invalidation) and outcomes including perfectionism, affective distress, locus of control, and distress tolerance. Participants: Respondents included 255 (Study 1) and 277 (Study 2) college undergraduates. Methods: Simultaneous regressions and separate path analyses with helicopter parenting and parental invalidation as predictors, with self-compassion and emotion beliefs as mediators. Results: Across both studies, parental invalidation predicted perfectionism, affective distress, distress tolerance, and locus of control, and these links were often mediated by self-compassion. Self-compassion emerged as the most consistent and strongest link between parental invalidation and negative outcomes. Conclusion: People who internalize their parents' criticism and invalidation such that they hold negative beliefs about themselves (i.e., low self-compassion) may be vulnerable to negative psychosocial outcomes.
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Lay perspectives on emotion: past, present, and future research directions. MOTIVATION AND EMOTION 2023; 47:295-307. [PMID: 37234068 PMCID: PMC10109230 DOI: 10.1007/s11031-023-10015-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2023] [Indexed: 05/27/2023]
Abstract
Empirical research has demonstrated that individuals vary widely in how they view their emotions. We call the viewpoints that individuals have towards their emotions emotion perspectives. While many subdisciplines of psychology, such as social psychology and clinical psychology, have studied this topic, research thus far can be siloed, despite overlap in terms and constructs. The goal of the current special issue and this introduction is to describe the state of research on emotion perspectives, highlight common themes in streams of emotion perspective research, and present future directions for investigation. The first portion of this introduction to the special issue provides a basic review of emotion perspective research, spotlighting topics such as emotion beliefs, emotion mindsets, lay theories of emotion, and attitudes toward emotion. The second portion of the introduction presents themes that cut across papers in the special issue, with a discussion of future research directions throughout. The goal of this introduction and special issue is to serve as a guide for greater integration in emotion perspective research and to provide a roadmap for emotion perspective research moving forward.
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Individual differences in social power: Links with beliefs about emotion and emotion regulation. J Pers 2023; 91:314-331. [PMID: 35451110 PMCID: PMC9587132 DOI: 10.1111/jopy.12721] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 03/07/2022] [Accepted: 04/12/2022] [Indexed: 02/06/2023]
Abstract
OBJECTIVE People differ in how they regulate their emotions, and how they do so is guided by their beliefs about emotion. We propose that social power-one's perceived influence over others-relates to one's beliefs about emotion and to emotion regulation. More powerful people are characterized as authentic and uninhibited, which should translate to the belief that one should not have to control one's emotions and, in turn, less suppression and more acceptance. More powerful people are also characterized as self-efficacious and confident, which should translate to the belief that one can control one's emotions and, in turn, more reappraisal and acceptance. METHOD Two preregistered studies using four samples (Ntotal = 1286) tested these hypotheses using cross-sectional and longitudinal surveys as well as diaries. RESULTS In Study 1, power related to beliefs about emotion and emotion regulation in hypothesized ways. Study 2 also largely supported the hypotheses: The belief that one should not have to control one's emotions accounted for the links between power and suppression and acceptance, whereas the belief that one can control one's emotions accounted for the link between power and reappraisal. CONCLUSION Power and emotion regulation are interconnected, in part because of their links with beliefs about emotions.
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Factorial Structure of the Emotional Beliefs Questionnaire: Testing Measurement Invariance and Competitive Models. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2023. [DOI: 10.1007/s10862-023-10038-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
AbstractThe role of metacognitive beliefs towards positive and negative emotions has been stressed by several theoretical models. The Emotion Belief Questionnaire (EBQ) has been developed to assess these metacognitive beliefs. We administrated the Italian version of the EBQ, the Difficulties in Emotion Regulation Scale (DERS), the DERS-Positive and the short form of the Depression Anxiety Stress Scale (DASS-21) to a sample of Italian adults. (N = 516). Structural Equation Modelling testing the factorial structure of EBQ evidenced a good fit in the four-factor model compared to the three-factor model and model with two second order variables. The EBQ showed invariance across sex, and significant associations with validating variables. These results demonstrate the goodness of the four-factor structure for the EBQ and support its use for assessment of metacognition beliefs towards emotions.
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Exploring implicit theories of shame: developing a new scale assessing shame-related beliefs. MOTIVATION AND EMOTION 2023. [DOI: 10.1007/s11031-023-10008-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
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Beliefs About the Uncontrollability and Usefulness of Emotion in the Schizophrenia-Spectrum: Links to Emotion Regulation and Negative Symptoms. COGNITIVE THERAPY AND RESEARCH 2023; 47:282-294. [PMID: 36779179 PMCID: PMC9894745 DOI: 10.1007/s10608-023-10357-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/21/2023] [Indexed: 02/05/2023]
Abstract
Background Beliefs about the usefulness and controllability of emotions are associated with emotion regulation and psychological distress in the general population. Although individuals with schizophrenia-spectrum disorders evidence emotion regulation abnormalities, it is unclear whether emotional beliefs contribute to these difficulties and their associated poor clinical outcomes. Methods Participants included 72 individuals with schizophrenia-spectrum diagnoses (outpatients with schizophrenia n = 38; youth at clinical high-risk for psychosis, n = 34) and healthy controls (CN: n = 61) who completed the Emotional Beliefs Questionnaire, Emotion Regulation Questionnaire, and measures of clinical symptom severity. Results Those with schizophrenia-spectrum diagnoses reported believing that emotions were less controllable than CN; however, groups did not differ regarding beliefs about the usefulness of emotion. Greater beliefs of the uncontrollability of emotion were associated with greater use of suppression, less use of reappraisal, and increased negative symptoms. Emotion regulation partially mediated the association between emotional beliefs and negative symptoms. Conclusions Individuals in the schizophrenia-spectrum display superordinate beliefs that emotions are uncontrollable. These beliefs may influence emotion regulation strategy selection and success, which contributes to negative symptoms. Findings suggest that beliefs of emotional uncontrollability reflect a novel process related to both emotion regulation and negative symptoms that could be targeted in psychosocial treatments. Supplementary Information The online version contains supplementary material available at 10.1007/s10608-023-10357-w.
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Contextual variation in beliefs about emotion and associated emotion regulation efforts. MOTIVATION AND EMOTION 2023. [DOI: 10.1007/s11031-022-09992-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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Cognitive Behavior Therapy (CBT) for dissociative subtype PTSD: A case study. EUROPEAN JOURNAL OF TRAUMA & DISSOCIATION 2022. [DOI: 10.1016/j.ejtd.2022.100290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Smartphone addiction and cross-cultural adjustment among overseas Chinese students: The role of emotion regulation beliefs and strategies. Front Psychol 2022; 13:1009347. [PMID: 36300043 PMCID: PMC9590311 DOI: 10.3389/fpsyg.2022.1009347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 09/21/2022] [Indexed: 11/21/2022] Open
Abstract
Background Few studies have focused on the cross-cultural adjustment of Chinese students studying in Belarus with the size of this group increasing in recent years. The current study aimed to map the process of cross-cultural adjustment onto various factors including childhood emotional neglect, emotion regulation beliefs, emotional regulation strategies, and smartphone addiction in the international students. Emotional regulation strategy and emotion regulation beliefs could perform as key parts in adapting into overseas life from social learning perspective. Furthermore, smartphone addiction could precipitate a failed adjustment process. Materials and methods A total of 356 Chinese students in Belarus completed a self-administered questionnaire including the Chinese versions of the 12-item general health questionnaire (GHQ-12), sociocultural adaptation scale, mobile phone addiction tendency scale for college students, emotion regulation questionnaire, emotion and regulation beliefs scale, and childhood trauma questionnaire-short form. Correlation analysis, regression analysis and T-tests were used to explore the relationship between the variables. Structural equation modeling was carried out to test the hypotheses for association. Results Emotion regulation beliefs of international students mediated the effect of childhood emotional neglect on cross-cultural adjustment through expression suppression and smartphone addiction. While, in another chain mediation model, childhood emotional neglect affected cross-cultural adjustment only through emotion regulation beliefs and smartphone addiction. Cognitive appraisal independently influenced adjustment through smartphone addiction. Limitations Limitations include its cross-sectional design and self-reported survey methodology. In the future, we can combine experimental manipulations to explore the mechanisms by which various emotion beliefs act on smartphone addiction and cross-cultural adjustment in different situations. Conclusion This study displays the correlation between emotion regulation beliefs to smartphone addiction and cross-cultural adjustment, as well as the harmful effects of childhood emotional neglect; these components should be further addressed in future studies.
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Reliability and validity of the Chinese version of the Brief Emotion and Regulation Beliefs Scale in Chinese nursing students. BMC Nurs 2022; 21:221. [PMID: 35945531 PMCID: PMC9364589 DOI: 10.1186/s12912-022-00992-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 07/20/2022] [Indexed: 11/25/2022] Open
Abstract
Background Nursing students are experiencing complex learning environments and will experience complex work environments in future clinical work, which lead to emotional problems easily. However, one’s beliefs about controlling their emotions portend a series of vital psychological outcomes. So, it is especially important to search for suitable tools to assess the emotion and regulation beliefs of nursing students and give timely intervention to improve their physical and mental health. This study aimed to translate the American version of the Emotion and Regulation Beliefs Scale (ERBS) into Chinese, revise the original scale and form a simplified version, and assess the reliability and validity of the brief Chinese version in nursing students. Methods The study adopted a cross-sectional design and the multistage sampling design. The ERBS was translated into Chinese, and the reliability and validity of the Chinese version were tested in 980 nursing students. Results The content validity index was 0.920. Exploratory factor analysis supported a three-factor model for the Chinese version of Brief-ERBS, and confirmatory factor analysis indicated that the model fit the Brief-ERBS well. Furthermore, the three-factors model was obtained by using exploratory factor analysis, explaining 51.023% variance, and the communalities of the items ranged from 0.359 to 0.680. With modified confirmatory factor analysis, the fit indices were chi-square/degree of freedom (CMIN/DF) = 4.092, goodness of fit index (GFI) = 0.949, adjusted goodness of fit index (AGFI) = 0.927, comparative fit index (CFI) = 0.913, incremental fit index (IFI) = 0.914, Tucker Lewis index (TLI) = 0.908, root-mean-square error of approximation (RMSEA) = 0.061. The two-tailed independent samples t-test showed the scores of the top (50%) and low (50%) groups reached the level of significance (P < 0.001). A highly positive correlation between the Brief-ERBS total score and the ERBS total score was found (r = 0.972, P < 0.01). The Cronbach’s α coefficient of the scale was 0.798, the split-half reliability coefficient was 0.784, and the retest coefficient was 0.879. Conclusion The Chinese version of Brief-ERBS has good reliability and validity, and may be used for the beliefs about emotional management in Chinese nursing students. Supplementary Information The online version contains supplementary material available at 10.1186/s12912-022-00992-1.
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The Role of Beliefs About Emotions in Emotion-Focused Therapy for Binge-Eating Disorder. JOURNAL OF CONTEMPORARY PSYCHOTHERAPY 2022. [DOI: 10.1007/s10879-022-09555-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AbstractIndividuals with binge-eating disorder (BED) often experience emotion regulation deficits, including negative beliefs about emotions and low emotional expressivity. The current exploratory study examined whether emotion-focused therapy (EFT) for BED could change negative beliefs about emotions and emotional expressivity. Twenty participants were randomly allocated to either immediate treatment of 12 weekly one-hour sessions of EFT for BED, or a waitlist control group. Beliefs about emotions and emotional expressivity were assessed before and after 12 sessions of EFT or 12 weeks on the waitlist. A repeated measures ANOVA was used to examine beliefs about emotions and emotional expressivity changes. EFT for BED resulted in significant changes in particular beliefs about emotions (Overwhelming and uncontrollable, shameful and irrational, invalid and meaningless, and total score on the beliefs about emotions questionnaire) but not emotional expressivity treatment outcomes. This pilot study provides preliminary evidence that EFT may be effective in improving maladaptive beliefs about emotions in adults with BED.Trial registration ACTRN12620000563965, 14 May 2020, retrospectively registered.
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Development of the Japanese Version of the Beliefs about Emotions Scale
1. JAPANESE PSYCHOLOGICAL RESEARCH 2022. [DOI: 10.1111/jpr.12434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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The Effectiveness of the Short-Term Executive Plus Intervention on Problem Solving, Emotion Regulation and Selective attention in Traumatic Brain Injury Patients. JOURNAL OF COGNITIVE PSYCHOLOGY 2021. [DOI: 10.52547/jcp.9.3.16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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Freely Generated Word Responses Analyzed With Artificial Intelligence Predict Self-Reported Symptoms of Depression, Anxiety, and Worry. Front Psychol 2021; 12:602581. [PMID: 34149500 PMCID: PMC8212927 DOI: 10.3389/fpsyg.2021.602581] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 03/11/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Question-based computational language assessments (QCLA) of mental health, based on self-reported and freely generated word responses and analyzed with artificial intelligence, is a potential complement to rating scales for identifying mental health issues. This study aimed to examine to what extent this method captures items related to the primary and secondary symptoms associated with Major Depressive Disorder (MDD) and Generalized Anxiety Disorder (GAD) described in the Diagnostic and Statistical Manual of Mental Disorders (DSM-5). We investigated whether the word responses that participants generated contained information of all, or some, of the criteria that define MDD and GAD using symptom-based rating scales that are commonly used in clinical research and practices. METHOD Participants (N = 411) described their mental health with freely generated words and rating scales relating to depression and worry/anxiety. Word responses were quantified and analyzed using natural language processing and machine learning. RESULTS The QCLA correlated significantly with the individual items connected to the DSM-5 diagnostic criteria of MDD (PHQ-9; Pearson's r = 0.30-0.60, p < 0.001) and GAD (GAD-7; Pearson's r = 0.41-0.52, p < 0.001; PSWQ-8; Spearman's r = 0.52-0.63, p < 0.001) for respective rating scales. Items measuring primary criteria (cognitive and emotional aspects) yielded higher predictability than secondary criteria (behavioral aspects). CONCLUSION Together these results suggest that QCLA may be able to complement rating scales in measuring mental health in clinical settings. The approach carries the potential to personalize assessments and contributes to the ongoing discussion regarding the diagnostic heterogeneity of depression.
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Individual beliefs about emotion and perceptions of belief stability are associated with symptoms of psychopathology and emotional processes. PERSONALITY AND INDIVIDUAL DIFFERENCES 2021. [DOI: 10.1016/j.paid.2020.110541] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Abstract
This study examined if beliefs about emotion change across emotional contexts in daily life, and it investigated whether people with prominent features of borderline personality pathology experience greater shifts in emotion beliefs during emotional states. Undergraduate participants with (n = 49) and without borderline features (n = 50) completed a 1-week ecological momentary assessment study where they provided ratings of affect, nine different beliefs about emotion, and indicators of momentary self-efficacy. Results support the notion of beliefs as relatively schematic. However, most of the beliefs about emotion shifted with either positive or negative affect, and they predicted momentary self-efficacy for tolerating distress and exerting willpower. Those with borderline features experienced greater instability of beliefs, and borderline features moderated the relationships between affect and many beliefs. Results confirm that there are implications for emotion beliefs for people who struggle with emotion regulation and impulsivity (i.e., people with features of borderline personality).
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Disentangling beliefs about emotions from emotion schemas. J Clin Psychol 2020; 77:1068-1089. [PMID: 33319397 DOI: 10.1002/jclp.23098] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 10/01/2020] [Accepted: 11/29/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The current study sought to empirically evaluate a new clinical tool, the Individual Beliefs about Emotion (IBAE) which assesses nine beliefs about emotion. The goal was to examine the overlap of the IBAE with the Leahy Emotional Schema Scale (LESS), indices of psychopathology, and emotion dysregulation. METHOD Participants (n = 513) completed the IBAE, the LESS, and measures of affective distress, borderline personality features, and emotion dysregulation. RESULTS Results indicated that both emotion beliefs (IBAE) and schemas (LESS) were influenced by age and gender. Both measures significantly predicted variance in affective distress, borderline symptoms, and emotion dysregulation, although the LESS was a stronger predictor. CONCLUSION We conclude that the LESS total score is a particularly useful measure of maladaptive schematic attitudes toward emotion, with additional evidence that the IBAE is a clinical tool that can be useful in psychotherapy to quickly assess a variety of emotion beliefs.
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Assessing beliefs about emotions: Development and validation of the Emotion Beliefs Questionnaire. PLoS One 2020; 15:e0231395. [PMID: 32287328 PMCID: PMC7156043 DOI: 10.1371/journal.pone.0231395] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 03/16/2020] [Indexed: 11/20/2022] Open
Abstract
People’s beliefs about emotions may be grouped into two main categories: beliefs about the controllability of emotions and beliefs about the usefulness of emotions. These beliefs influence emotion regulation efforts and mental health, so the assessment of these beliefs is important. However, few psychometric measures are available, particularly for assessing the usefulness dimension. In this study (N = 161), we address this issue by developing and conducting an initial validation of a 16-item self-report measure called the Emotion Beliefs Questionnaire (EBQ). Confirmatory factor analyses found its structure to consist of three first-order factors: a controllability factor spanning both negatively and positively valenced emotions (General-Controllability), and two valence-specific usefulness factors (Negative-Usefulness, Positive-Usefulness). All first-order factors also loaded together on a higher-order factor, representing an overall maladaptive beliefs about emotions construct. All subscale and composite scores had good levels of internal consistency. Correlational and regression analyses found that EBQ scores related in expected ways with other measures, and were significant predictors of emotion regulation abilities and psychopathology. We conclude that the beliefs about emotions construct is multidimensional, and the EBQ appears to be a promising new tool to assess it.
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Lay Theories About Whether Emotion Helps or Hinders: Assessment and Effects on Emotional Acceptance and Recovery From Distress. Front Psychol 2020; 11:183. [PMID: 32132950 PMCID: PMC7040216 DOI: 10.3389/fpsyg.2020.00183] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 01/27/2020] [Indexed: 01/07/2023] Open
Abstract
This investigation examined how people's beliefs about the functionality of emotion shape their emotional response and regulatory strategies when encountering distressing events. In Study 1, we present data supporting the reliability and validity of an 8-item instrument, the Help and Hinder Theories about Emotion Measure (HHTEM), designed to assess an individual's beliefs about the functionality of emotion. Participants who more strongly endorsed a Help Theory reported greater wellbeing, emotional acceptance, and use of reappraisal to regulate emotion. Participants who more strongly endorsed a Hinder Theory reported less wellbeing and more expressive suppression and substance use. In Study 2, we demonstrate that encouraging participants to view emotion as helpful affected their physiological and regulatory response to a distressing event. Participants in the Help Theory condition showed greater physiological reactivity (SCL) during a distressing film than control participants but were more accepting of their emotional response. Shortly after the film, SCL decreased for participants in the Help Theory condition. Compared to control participants, they engaged in less suppression and reported less lingering effect of the film on their mood. Together, these studies suggest that people's theories about the functionality of emotion influence their reactivity, the strategies they adopt to regulate emotion, and their ability to rebound after distressing events.
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A Smart Toy Intervention to Promote Emotion Regulation in Middle Childhood: Feasibility Study. JMIR Ment Health 2019; 6:e14029. [PMID: 31381502 PMCID: PMC6699114 DOI: 10.2196/14029] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 06/23/2019] [Accepted: 06/28/2019] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND A common challenge with existing psycho-social prevention interventions for children is the lack of effective, engaging, and scalable delivery mechanisms, especially beyond in-person therapeutic or school-based contexts. Although digital technology has the potential to address these issues, existing research on technology-enabled interventions for families remains limited. This paper focuses on emotion regulation (ER) as an example of a core protective factor that is commonly targeted by prevention interventions. OBJECTIVE The aim of this pilot study was to provide an initial validation of the logic model and feasibility of in situ deployment for a new technology-enabled intervention, designed to support children's in-the-moment ER efforts. The novelty of the proposed approach relies on delivering the intervention through an interactive object (a smart toy) sent home with the child, without any prior training necessary for either the child or their carer. This study examined (1) engagement and acceptability of the toy in the homes during 1-week deployments, and (2) qualitative indicators of ER effects, as reported by parents and children. In total, 10 families (altogether 11 children aged 6-10 years) were recruited from 3 predominantly underprivileged communities in the United Kingdom, as low SES populations have been shown to be particularly at risk for less developed ER competencies. Children were given the prototype, a discovery book, and a simple digital camera to keep at home for 7 to 8 days. Data were gathered through a number of channels: (1) semistructured interviews with parents and children prior to and right after the deployment, (2) photos children took during the deployment, and (3) touch interactions automatically logged by the prototype throughout the deployment. RESULTS Across all families, parents and children reported that the smart toy was incorporated into the children's ER practices and engaged with naturally in moments the children wanted to relax or calm down. Data suggested that the children interacted with the toy throughout the deployment, found the experience enjoyable, and all requested to keep the toy longer. Children's emotional connection to the toy appears to have driven this strong engagement. Parents reported satisfaction with and acceptability of the toy. CONCLUSIONS This is the first known study on the use of technology-enabled intervention delivery to support ER in situ. The strong engagement, incorporation into children's ER practices, and qualitative indications of effects are promising. Further efficacy research is needed to extend these indicative data by examining the psychological efficacy of the proposed intervention. More broadly, our findings argue for the potential of a technology-enabled shift in how future prevention interventions are designed and delivered: empowering children and parents through child-led, situated interventions, where participants learn through actionable support directly within family life, as opposed to didactic in-person workshops and a subsequent skills application.
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Why Beliefs About Emotion Matter: An Emotion-Regulation Perspective. CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE 2018. [DOI: 10.1177/0963721418806697] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The world is complicated, and we hold a large number of beliefs about how it works. These beliefs are important because they shape how we interact with the world. One particularly impactful set of beliefs centers on emotion, and a small but growing literature has begun to document the links between emotion beliefs and a wide range of emotional, interpersonal, and clinical outcomes. Here, we review the literature that has begun to examine beliefs about emotion, focusing on two fundamental beliefs, namely whether emotions are good or bad and whether emotions are controllable or uncontrollable. We then consider one underlying mechanism that we think may link these emotion beliefs with downstream outcomes, namely emotion regulation. Finally, we highlight the role of beliefs about emotion across various psychological disciplines and outline several promising directions for future research.
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Cross-cultural adaptation and validation of the Brazilian version of the Beliefs about Emotions Scale. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2018; 40:21-28. [PMID: 29668823 DOI: 10.1590/2237-6089-2017-0064] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Accepted: 08/28/2017] [Indexed: 11/22/2022]
Abstract
Introduction Beliefs about the unacceptability of expression and experience of emotion are present in the general population but seem to be more prevalent in patients with a number of health conditions. Such beliefs, which may be viewed as a form of perfectionism about emotions, may have a deleterious effect on symptomatology as well as on treatment adherence and outcome. Nevertheless, few questionnaires have been developed to measure such beliefs about emotions, and no instrument has been validated in a developing country. The current study adapted and validated the Beliefs about Emotions Scale in a Brazilian sample. Methods The adaptation procedure included translation, back-translation and analysis of the content, with the final Brazilian Portuguese version of the scale being tested online in a sample of 645 participants. Internal consistency of the scale was very high and results of a principal axis factoring analysis indicated a two-factor solution. Results Respondents with high fatigue levels showed more perfectionist beliefs, and the scale correlated positively with questionnaires measuring anxiety, depression and fear of negative evaluation, confirming cross-cultural associations reported before. Finally, men, non-Caucasians and participants with lower educational achievement gave greater endorsement to such beliefs than women, Caucasian individuals and participants with higher educational level. Conclusions The study confirms previous clinical findings reported in the literature, but indicates novel associations with demographic variables. The latter may reflect cultural differences related to beliefs about emotions in Brazil.
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National norms for the expanded version of the inventory of depression and anxiety symptoms (IDAS-II). J Clin Psychol 2018; 74:953-968. [DOI: 10.1002/jclp.22560] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 09/21/2017] [Indexed: 11/10/2022]
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Obsessive-Compulsive and Depressive Symptoms: The Role of Depressive Cognitive Styles. THE JOURNAL OF PSYCHOLOGY 2017; 151:532-546. [PMID: 29077549 DOI: 10.1080/00223980.2017.1372341] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
Obsessive-compulsive disorder (OCD) commonly co-occurs with depression, resulting in heightened severity and poorer treatment response. Research on the associations between specific obsessive-compulsive symptoms (OCS) and depressive symptoms has utilized measures that have not fully considered the relationship across OCS dimensions. Little is known about which factors explain the overlap between OCS and depressive symptoms. OCS and depressive symptoms may be related via depressive cognitive styles, such as rumination or dampening (i.e., down-regulating positive emotions). We evaluated the associations of OCS dimensions with depressive symptoms and cognitive styles. We also examined the indirect effects of rumination and dampening in the relationship between OCS and depressive symptoms. Participants (N = 250) completed questionnaires online. Greater depressive symptoms, rumination, and dampening were associated with greater levels of all OCS dimensions. Path analysis was utilized to examine a model including the direct effect of depressive symptoms on overall OCS and two indirect effects (through rumination and dampening). There was a significant indirect effect of depressive cognitive styles on the relationship between OCS and depressive symptoms, through rumination and dampening. Replication in a clinical sample and experimental manipulations may bear important implications for targeting depressive cognitive styles in treatments for OCD and depression.
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Beliefs about emotion: implications for avoidance-based emotion regulation and psychological health. Cogn Emot 2017; 32:773-795. [DOI: 10.1080/02699931.2017.1353485] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Abstract
Crowdsourcing has had a dramatic impact on the speed and scale at which scientific research can be conducted. Clinical scientists have particularly benefited from readily available research study participants and streamlined recruiting and payment systems afforded by Amazon Mechanical Turk (MTurk), a popular labor market for crowdsourcing workers. MTurk has been used in this capacity for more than five years. The popularity and novelty of the platform have spurred numerous methodological investigations, making it the most studied nonprobability sample available to researchers. This article summarizes what is known about MTurk sample composition and data quality with an emphasis on findings relevant to clinical psychological research. It then addresses methodological issues with using MTurk--many of which are common to other nonprobability samples but unfamiliar to clinical science researchers--and suggests concrete steps to avoid these issues or minimize their impact.
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