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Rahal D, Shirtcliff EA, Fuligni A, Kogut K, Gonzales N, Johnson M, Eskenazi B, Deardorff J. Dampened psychobiological responses to stress and substance use in adolescence. Dev Psychopathol 2023; 35:1497-1514. [PMID: 35758286 PMCID: PMC9792637 DOI: 10.1017/s0954579422000244] [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] [Indexed: 12/30/2022]
Abstract
Substance use increases throughout adolescence, and earlier substance use may increase risk for poorer health. However, limited research has examined whether stress responses relate to adolescent substance use, especially among adolescents from ethnic minority and high-adversity backgrounds. The present study assessed whether blunted emotional and cortisol responses to stress at age 14 related to substance use by ages 14 and 16, and whether associations varied by poverty status and sex. A sample of 277 Mexican-origin youth (53.19% female; 68.35% below the poverty line) completed a social-evaluative stress task, which was culturally adapted for this population, and provided saliva samples and rated their anger, sadness, and happiness throughout the task. They also reported whether they had ever used alcohol, marijuana, cigarettes, and vaping of nicotine at age 14 and again at age 16. Multilevel models suggested that blunted cortisol reactivity to stress was associated with alcohol use by age 14 and vaping nicotine by age 16 among youth above the poverty line. Also, blunted sadness and happiness reactivity to stress was associated with use of marijuana and alcohol among female adolescents. Blunted stress responses may be a risk factor for substance use among youth above the poverty line and female adolescents.
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Affiliation(s)
- Danny Rahal
- University of California, Los Angeles, Department of Psychology, Los Angeles, CA 90095
| | | | - Andrew Fuligni
- University of California, Los Angeles, Department of Psychology, Los Angeles, CA 90095
- Arizona State University, Psychology Department, Tempe, AZ 85287
| | - Katherine Kogut
- University of California, Los Angeles, Department of Psychiatry and Biobehavioral Sciences, Los Angeles, CA 90095
| | - Nancy Gonzales
- University of California, Berkeley School of Public Health, Center for Environmental Research and Children’s Health, Berkeley, CA 94704, 510-642-3496
| | - Megan Johnson
- University of California, Los Angeles, Department of Psychiatry and Biobehavioral Sciences, Los Angeles, CA 90095
| | - Brenda Eskenazi
- University of California, Los Angeles, Department of Psychiatry and Biobehavioral Sciences, Los Angeles, CA 90095
| | - Julianna Deardorff
- University of California, Los Angeles, Department of Psychiatry and Biobehavioral Sciences, Los Angeles, CA 90095
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Chengzheng L, Peng P, Lei C. Robust SSRL analysis framework for intervention strategy construction in CSCL environment. Heliyon 2023; 9:e14300. [PMID: 36967884 PMCID: PMC10036491 DOI: 10.1016/j.heliyon.2023.e14300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 02/19/2023] [Accepted: 03/01/2023] [Indexed: 03/11/2023] Open
Abstract
While the importance of socially shared regulatory of learning (SSRL) in computer-supported collaborative learning (CSCL) environments has increasingly been emphasized, a surge of research has been conducted to identify socially shared regulation activities and their transition sequences. However, little research has been carried out on constructing a systematic framework in which significant regulation activities and transition sequences can be mined automatically with high reliability. Moreover, though efforts have been made, the current SSRL analysis neither serves the construction of downstream teaching intervention strategy nor explores how SSRL analysis results can be utilized conversely for refining the intervention strategy. Based on advanced machine learning techniques, this work proposes a robust framework on SSRL analysis, aiming to find the optimal teaching intervention strategy to improve learners' performance in CSCL by analyzing the SSRL process. In particular, our framework can automatically identify significant SSRL regulation activities along with high-contribution activity transition sequences. The proposed Ensemble Learning-based classification model with four distilled additional regulation activities can ensure the high reliability of our framework. The framework serves to construct a downstream teaching intervention strategy, while the strategy is updated and verified based on empirical and experimental statistical results within five rounds of iterative experiments. Extensive theoretical analysis and experimental results both confirm the effectiveness of our framework. Meanwhile, the attempt to leverage advanced machine learning algorithms to enhance SSRL analysis in this work can provide a nontrivial contribution to the literature.
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Husain W, Inam A, Wasif S, Zaman S. Emotional Intelligence: Emotional Expression and Emotional Regulation for Intrinsic and Extrinsic Emotional Satisfaction. Psychol Res Behav Manag 2022; 15:3901-3913. [PMID: 36605172 PMCID: PMC9809357 DOI: 10.2147/prbm.s396469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 12/15/2022] [Indexed: 12/31/2022] Open
Abstract
Purpose Theorists have constructed emotional intelligence differently, based on which the literature reveals different diversified scales to measure emotional intelligence. These scales are quite lengthy to respond and have been criticized for producing varying results. The current paper projects the findings of 3 consecutive studies carried out to summarize and simplify the existing models of emotional intelligence and to produce a brief measure in this regard. Methods Based on the review of the earlier models of emotional intelligence, emotional intelligence was comprehended as an "ability to express and regulate emotions for intrinsic and extrinsic emotional satisfaction". "Emotional Intelligence Scale (EIS)", comprising 12 items in English, was developed and validated through principal component analysis, exploratory factor analysis, and confirmatory factor analysis through a series of 3 consecutive studies which involved 1894 participants from Pakistan. The validity of EIS was tested step by step for its face, content, factorial, convergent, and discriminant validity. The reliability was measured through internal consistency and item-total and item-scale correlations. Results EIS was revealed to be a valid and reliable scale to measure emotional intelligence through 4 core factors, ie, emotional expression, emotional regulation, intrinsic emotional satisfaction, and extrinsic emotional satisfaction. The additional findings revealed significantly higher levels of emotional intelligence among men as compared to women; significantly positive correlation of emotional intelligence with social intelligence, positive emotional effects, age, and education; and a significantly inverse correlation between emotional intelligence and the negative emotional effects. Conclusion The current paper reported the development and validation of a new scale on emotional intelligence by comprehending and summarizing the earlier models of emotional intelligence.
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Affiliation(s)
- Waqar Husain
- Department of Humanities, COMSATS University Islamabad, Islamabad, Pakistan,Correspondence: Waqar Husain, Department of Humanities, COMSATS University Islamabad, Park Road, Islamabad, Pakistan, Tel +92 3005960102, Email
| | - Ayesha Inam
- Department of Humanities, COMSATS University Islamabad, Islamabad, Pakistan
| | - Samia Wasif
- Department of Humanities, COMSATS University Islamabad, Islamabad, Pakistan
| | - Sahira Zaman
- Department of Gender Studies, Fatima Jinnah Women University, Rawalpindi, Pakistan
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Kurinec CA, Stenson AR, Hinson JM, Whitney P, Van Dongen HPA. Electrodermal Activity Is Sensitive to Sleep Deprivation but Does Not Moderate the Effect of Total Sleep Deprivation on Affect. Front Behav Neurosci 2022; 16:885302. [PMID: 35860724 PMCID: PMC9289674 DOI: 10.3389/fnbeh.2022.885302] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 06/08/2022] [Indexed: 11/13/2022] Open
Abstract
Emotion is characterized by dimensions of affective valence and arousal, either or both of which may be altered by sleep loss, thereby contributing to impaired regulatory functioning. Controlled laboratory studies of total sleep deprivation (TSD) generally show alterations in physiological arousal and affective state, but the relationship of affect and emotion with physiological arousal during TSD has not been well characterized. Established methods for examining physiological arousal include electrodermal activity (EDA) measures such as non-specific skin conductance responses (NSSCR) and skin conductance level (SCL). These measures are robust physiological markers of sympathetic arousal and have been linked to changes in experienced emotion. To explore the link between physiological arousal and affect during sleep deprivation, we investigated individuals' EDA under TSD and its relationship to self-reported affect. We also investigated the relationship of EDA to two other measures known to be particularly sensitive to the arousal-decreasing effects of TSD, i.e., self-reported sleepiness and performance on a vigilant attention task. Data were drawn from three previously published laboratory experiments where participants were randomly assigned to either well-rested control (WRC) or 38 h of TSD. In this data set, comprising one of the largest samples ever used in an investigation of TSD and EDA (N = 193 with 74 WRC and 119 TSD), we found the expected impairing effects of TSD on self-reported affect and sleepiness and on vigilant attention. Furthermore, we found that NSSCR, but not SCL, were sensitive to TSD, with significant systematic inter-individual differences. Across individuals, the change in frequency of NSSCR during TSD was not predictive of the effect of TSD on affect, sleepiness, or vigilant attention, nor was it related to these outcomes during the rested baseline. Our findings indicate that while physiological arousal, as measured by EDA, may be useful for assessing TSD-related changes in non-specific arousal at the group level, it is not associated with individuals' self-reported affect at rest nor their change in affect during TSD. This suggests that an essential aspect of the relationship between physiological arousal and self-reported affect is not well captured by EDA as measured by NSSCR.
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Affiliation(s)
- Courtney A. Kurinec
- Department of Psychology, Washington State University, Pullman, WA, United States
- Sleep and Performance Research Center, Washington State University, Spokane, WA, United States
| | - Anthony R. Stenson
- Department of Psychology, Washington State University, Pullman, WA, United States
| | - John M. Hinson
- Department of Psychology, Washington State University, Pullman, WA, United States
- Sleep and Performance Research Center, Washington State University, Spokane, WA, United States
| | - Paul Whitney
- Department of Psychology, Washington State University, Pullman, WA, United States
- Sleep and Performance Research Center, Washington State University, Spokane, WA, United States
| | - Hans P. A. Van Dongen
- Sleep and Performance Research Center, Washington State University, Spokane, WA, United States
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, United States
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Cardiovascular reactivity during sadness induction predicts inhibitory control performance. Physiol Behav 2022; 254:113869. [PMID: 35691588 DOI: 10.1016/j.physbeh.2022.113869] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 05/18/2022] [Accepted: 06/08/2022] [Indexed: 12/25/2022]
Abstract
Higher negative affectivity has an association with decreased executive function and cognitive control. Heart rate variability (HRV) serves as an index of cardiac vagal regulation differences in the autonomic nervous system for both cognition and emotion. The current study investigates this association using a classic as well as emotional antisaccade paradigm to study inhibitory control performance. Ninety participants completed affective questionnaires (Beck Depression Inventory-II, and Mood Scale), a 6-minute baseline electrocardiogram, and two different antisaccade tasks. After the baseline, subjects were presented with a video sequence with either neutral, sad, or emotionally arousing content. By subtracting the baseline from the video sequence, we computed HRV reactivity and tested whether the reactivity score could predict inhibitory control performance. We hypothesized that this would be the case in both the sadness and arousal group, but not in the neutral one. Furthermore, we awaited significant performance differences between experimental groups. Contrary to our assumption, inhibitory control performance did not differ between experimental groups. Moreover, there was no significant relation between affective measures and task performance. Nevertheless, cardiovascular reactivity in terms of HRV was predictive of error rates in both antisaccade tasks in the sadness group. We could find this effect neither in the neutral nor in the arousal group. In addition, BDI scores moderated the effect in the emotional task. Results indicate that emotional reactivity to a sad video stimulus as indexed by HRV as well as the interaction with current emotional state predict inhibitory control performance.
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Abstract
AbstractMourning constitutes an important human emotion, which might cause—among other things—major depressive symptoms when lasting for too long. To date, no study investigated whether mourning is related to specific psychophysiological activation patterns. Therefore, we examined physiological reactions induced by iconographic mourning-related stimuli in comparison to neutral and attachment stimuli in healthy adults (N = 77, mean age: 21.9). We evaluated pupillometric and eye-tracking parameters as well as heart rate variability (HRV) and skin conductance (EDA). Eye-tracking revealed a stronger dilated pupil during mourning in comparison to the neutral, but not to the attachment condition; furthermore, fixation patterns revealed less fixations on mourning stimuli. While HF HRV was reduced during mourning and attachment, we found no differences concerning EDA parameters between conditions. Results suggest specific eye-movement and pupil adaptations during representations of mourning, which might point toward inward cognition or avoidance, but no specific physiological pattern concerning HRV and EDA.
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Treffers E, Duijndam S, Schiffer AS, Scherders MJ, Habibović M, Denollet J. Validity of the 15-item social inhibition questionnaire in outpatients receiving psychological or psychiatric treatment: The association between social inhibition and affective symptoms. Gen Hosp Psychiatry 2021; 73:1-8. [PMID: 34482278 DOI: 10.1016/j.genhosppsych.2021.08.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 08/23/2021] [Accepted: 08/25/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Social inhibition may promote symptoms of depression and anxiety in adults from an outpatient hospital population. The current work builds on a previously corroborated construct of social inhibition and examines the psychometric properties of this assessment tool and its predictive validity in the adult outpatient hospital population. METHODS A total of 350 adult outpatients receiving treatment at the department of Medical Psychology or Psychiatry completed measures of social inhibition and symptoms of anxiety (7-item Generalized Anxiety Disorder scale) and depression (9-item Patient Health Questionnaire). Factor analyses, reliability estimates, and regression analyses were used to replicate the robustness of the model of social inhibition, and the 15-item Social Inhibition Questionnaire (SIQ15). RESULTS In the current sample (N = 350; Mage = 45 years; 67.4% women), factor analyses confirmed the previously suggested three-factor model of social inhibition as measured by the SIQ15. The subscales of behavioral inhibition, interpersonal sensitivity and social withdrawal proved to be internally consistent (Cronbach's α between 0.87/0.95) and stable over time (test-retest reliability between r = 0.76/0.83). At baseline, interpersonal sensitivity and social withdrawal were associated with anxiety and depressive symptoms. At three months follow-up, only interpersonal sensitivity was related to depressive symptoms. CONCLUSIONS Social inhibition is associated with anxiety and depression at baseline and can be reliably assessed with the SIQ15 in an outpatient hospital population. The association of interpersonal sensitivity with depressive symptoms at three-month follow-up suggests an important aim for future research on the development of preventive methods for affective symptoms in socially inhibited outpatients.
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Affiliation(s)
- E Treffers
- Department of Medical Psychology, Catharina Ziekenhuis Eindhoven, Eindhoven, the Netherlands
| | - S Duijndam
- Tilburg University, Department of Medical and Clinical Psychology, and Center of Research on Psychology and Somatic disorders (CoRPS), Tilburg, the Netherlands.
| | - A S Schiffer
- Department of Medical Psychology, Catharina Ziekenhuis Eindhoven, Eindhoven, the Netherlands
| | - M J Scherders
- Department of Medical Psychology, Catharina Ziekenhuis Eindhoven, Eindhoven, the Netherlands; Department of Psychiatry, Catharina Ziekenhuis Eindhoven, Eindhoven, the Netherlands
| | - M Habibović
- Tilburg University, Department of Medical and Clinical Psychology, and Center of Research on Psychology and Somatic disorders (CoRPS), Tilburg, the Netherlands; Elisabeth-TweeSteden Hospital, Department of Cardiology, Tilburg, the Netherlands
| | - J Denollet
- Tilburg University, Department of Medical and Clinical Psychology, and Center of Research on Psychology and Somatic disorders (CoRPS), Tilburg, the Netherlands
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Solak N, Tamir M, Sümer N, Jost JT, Halperin E. Expressive suppression as an obstacle to social change: Linking system justification, emotion regulation, and collective action. MOTIVATION AND EMOTION 2021; 45:661-682. [PMID: 34149120 PMCID: PMC8196296 DOI: 10.1007/s11031-021-09883-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2021] [Indexed: 10/27/2022]
Abstract
Research on system justification theory suggests that justifying the societal status quo decreases negative emotions, leading to less collective action. In this investigation, we propose that the degree to which negative emotions mediate the link between system justification and collective action may depend upon whether individuals tend to suppress the expression of their negative emotions. We tested this hypothesis in the diverse socio-political contexts of Turkey, Israel, and the U.S. In one correlational study (Study 1) and three experimental studies (Studies 2-4), we observed that the link between system justification and willingness to participate in collective action through anger (Studies 1-2 and 4) and guilt (Study 3) was moderated by expressive suppression. We found that negative emotions mediated the association between system justification and collective action among those who suppress the expression of their emotions less frequently, but not those who use expressive suppression more frequently. These findings suggest that emotion regulation may undermine, rather than facilitate, efforts to engage in collective action even among people who are low in system justification. Supplementary Information The online version contains supplementary material available at 10.1007/s11031-021-09883-5.
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Affiliation(s)
| | - Maya Tamir
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | | | - Eran Halperin
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
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Duijndam S, Karreman A, Denollet J, Kupper N. Situation selection and modification in social inhibition: a person-centered approach. ANXIETY STRESS AND COPING 2021; 34:658-671. [PMID: 33818207 DOI: 10.1080/10615806.2021.1908541] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVES The current study aimed to identify patterns of situation selection and modification behaviors using a person-centered approach, and to examine to what extent the trait social inhibition (SI) is associated with these patterns of situation-targeted emotion regulation. METHODS The sample comprised 504 participants (Mage = 21.5, SD = 8.2; 82% women), who completed questionnaires on situation selection and modification behaviors, and the social inhibition questionnaire (SIQ15). A three-step latent profile analysis (LPA) was performed to (A) identify existing latent profiles of situation avoidance and approach and situation modification behaviors, and (B) to examine the association of SI and facets with the latent class posteriors. RESULTS LPA revealed the presence of four profiles that differed in how situation selection and modification were applied. SI, behavioral inhibition, and social withdrawal were significantly associated with a higher odds of belonging to the profile characterized by avoidance selection and modification. Interpersonal sensitivity was associated with using more conversational modification behaviors, which may illustrate that interpersonal sensitive individuals are motivated to approach, but use avoidance behaviors to prevent confrontation. CONCLUSIONS SI individuals particularly rely on avoidance selection and modification behaviors, which may be considered maladaptive emotion regulation.
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Affiliation(s)
- Stefanie Duijndam
- CoRPS - Centre of Research on Psychological and Somatic disorders, Tilburg University, Tilburg, the Netherlands
| | - Annemiek Karreman
- CoRPS - Centre of Research on Psychological and Somatic disorders, Tilburg University, Tilburg, the Netherlands
| | - Johan Denollet
- CoRPS - Centre of Research on Psychological and Somatic disorders, Tilburg University, Tilburg, the Netherlands
| | - Nina Kupper
- CoRPS - Centre of Research on Psychological and Somatic disorders, Tilburg University, Tilburg, the Netherlands
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