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O'Brien ST, Dozo N, Hinton JDX, Moeck EK, Susanto R, Jayaputera GT, Sinnott RO, Vu D, Alvarez-Jimenez M, Gleeson J, Koval P. SEMA 3: A free smartphone platform for daily life surveys. Behav Res Methods 2024; 56:7691-7706. [PMID: 38914788 PMCID: PMC11362263 DOI: 10.3758/s13428-024-02445-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2024] [Indexed: 06/26/2024]
Abstract
Traditionally, behavioral, social, and health science researchers have relied on global/retrospective survey methods administered cross-sectionally (i.e., on a single occasion) or longitudinally (i.e., on several occasions separated by weeks, months, or years). More recently, social and health scientists have added daily life survey methods (also known as intensive longitudinal methods or ambulatory assessment) to their toolkit. These methods (e.g., daily diaries, experience sampling, ecological momentary assessment) involve dense repeated assessments in everyday settings. To facilitate research using daily life survey methods, we present SEMA3 ( http://www.SEMA3.com ), a platform for designing and administering intensive longitudinal daily life surveys via Android and iOS smartphones. SEMA3 fills an important gap by providing researchers with a free, intuitive, and flexible platform with basic and advanced functionality. In this article, we describe SEMA3's development history and system architecture, provide an overview of how to design a study using SEMA3 and outline its key features, and discuss the platform's limitations and propose directions for future development of SEMA3.
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Affiliation(s)
- Sarah T O'Brien
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia
| | - Nerisa Dozo
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia
| | - Jordan D X Hinton
- School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia
- Australian Research Centre in Sex, and Society, La Trobe University, Melbourne, Australia
| | - Ella K Moeck
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia
- School of Psychology, The University of Adelaide, Adelaide, Australia
| | - Rio Susanto
- Melbourne eResearch Group, School of Computing and Information Systems, University of Melbourne, Melbourne, Australia
| | - Glenn T Jayaputera
- Melbourne eResearch Group, School of Computing and Information Systems, University of Melbourne, Melbourne, Australia
| | - Richard O Sinnott
- Melbourne eResearch Group, School of Computing and Information Systems, University of Melbourne, Melbourne, Australia
| | - Duy Vu
- Melbourne eResearch Group, School of Computing and Information Systems, University of Melbourne, Melbourne, Australia
| | - Mario Alvarez-Jimenez
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, Australia
| | - John Gleeson
- Healthy Brain and Mind Research Centre, The School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia
| | - Peter Koval
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia.
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2
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Wenzel M, Schumacher D, Rowland Z. Practicing mindfulness can foster monitoring and acceptance after experiencing negative affect. Stress Health 2024:e3474. [PMID: 39258809 DOI: 10.1002/smi.3474] [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: 03/19/2024] [Revised: 08/27/2024] [Accepted: 08/29/2024] [Indexed: 09/12/2024]
Abstract
Although being mindful, that is, monitoring and accepting one's present feelings, has been shown to be associated with less current negative affect than distraction, acceptance is less endorsed after experiencing negative affect. Thus, acceptance, although effective, may not be endorsed when it is most needed, leading people to endorse other strategies such as distraction instead. In the present study, we examined whether a monitoring and acceptance induction in a laboratory setting (N = 258) and a monitoring and acceptance training in daily life (N = 125) increased acceptance (Study 1) and monitoring (Study 2) after experiencing negative affect. We found this to be the case: While participants in the control condition showed a significant negative association between prior negative affect and subsequent monitoring and acceptance, participants in the monitor and acceptance condition did not. Thus, even brief monitor and acceptance training is well suited to increasing the likelihood that individuals can monitor and accept their thoughts and feelings when confronted with strong emotions.
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Affiliation(s)
- Mario Wenzel
- Johannes Gutenberg-Universität Mainz, Mainz, Germany
| | | | - Zarah Rowland
- Johannes Gutenberg-Universität Mainz, Mainz, Germany
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3
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Gadassi-Polack R, Paganini G, Zhang AK, Dworschak C, Silk JS, Kober H, Joormann J. It's a balancing act: The ratio of maladaptive (vs. All) emotion regulation strategies is associated with depression. Behav Res Ther 2024; 180:104600. [PMID: 38950508 PMCID: PMC11323071 DOI: 10.1016/j.brat.2024.104600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 06/20/2024] [Accepted: 06/24/2024] [Indexed: 07/03/2024]
Abstract
Research on emotion regulation (ER) has increasingly recognized that people use multiple strategies simultaneously, often referred to as ER repertoire. Prior research found that ER repertoire is associated with psychopathology, but results have been mixed. Indeed, research from recent years suggests that it is the quality of ERs, more than their quantity, that needs to be considered. Based on the combination of the literatures on ER repertoire, polyregulation, and ER flexibility, we propose a novel metric: the ratio of using putatively maladaptive (vs. all) ER strategies. Using this metric, we examine (1) maladaptive ER ratio changes during the transition to adolescence, a developmental period in which the prevalence of depression sharply increases, and (2) whether changes in maladaptive ER ratio are associated with depressive symptoms. One-hundred and thirty-nine youths (baseline age: 8-15) reported ER strategies and depression daily for 21 days. One year later, 115 completed another 28-day daily-diary (Nassessments = 5631). Our results show that almost all youth use at least some maladaptive ERs. Importantly, maladaptive ER ratio decreases over a year of adolescence for most youths. Conversely, an increased maladaptive ER ratio predicted depression increases on the daily and on the yearly level. These results shed light on typical and atypical development of ER flexibility and emphasize the need to consider the balance between ERs in relation to psychopathology.
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Olatunji BO, Knowles KA, Adamis AM, Cole DA. Linking a latent variable trait-state-occasion model of emotion regulation to cognitive control. Cogn Emot 2024; 38:898-912. [PMID: 38525828 DOI: 10.1080/02699931.2024.2332594] [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: 11/09/2023] [Revised: 03/05/2024] [Accepted: 03/12/2024] [Indexed: 03/26/2024]
Abstract
Emotion dysregulation (ED) is a vulnerability factor for affective disorders that may originate from deficits in cognitive control (CC). Although measures of ED are often designed to assess trait-like tendencies, the extent to which such measures capture a time-varying (TV) or state-like construct versus a time-invariant (TI) or trait-like personality characteristic is unclear. The link between the TV and TI components of ED and CC is also unclear. In a 6-wave, 5-month longitudinal study, community participants (n = 1281) completed the Difficulties in Emotion Regulation Scale (DERS-16), a commonly used measure of ED and measures of CC. A latent variable (trait-state-occasion) model showed that the proportion of TI factor variance (.80) was greater than the TV factor variance (.19). Although TV factor stability was significant, the coefficients were small in magnitude. Furthermore, regression weights for the ED TI factor (average β = -.62) were significant and larger than those for the TV factor (average β = -.10) in predicting latent CC at each of the six-time points. These findings suggest that ED, as assessed by the DERS-16, is largely TI and this TI component is more strongly linked to CC than the TV component.
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Affiliation(s)
- Bunmi O Olatunji
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Kelly A Knowles
- Anxiety Disorders Center, Institute of Living/Hartford Hospital, Connecticut, CT, USA
| | | | - David A Cole
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
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5
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Bylsma LM, DeMarree KG, McMahon TP, Park J, Biehler KM, Naragon-Gainey K. Resting vagally-mediated heart rate variability in the laboratory is associated with momentary negative affect and emotion regulation in daily life. Psychophysiology 2024:e14668. [PMID: 39177251 DOI: 10.1111/psyp.14668] [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: 02/10/2024] [Revised: 07/10/2024] [Accepted: 08/02/2024] [Indexed: 08/24/2024]
Abstract
Vagally-mediated heart rate variability (vmHRV) is a physiological index reflecting parasympathetic activity that has been linked to emotion regulation (ER) capacity. However, very limited research has examined associations of physiological indices of regulation such as vmHRV with emotional functioning in daily life. The few studies that exist have small samples sizes and typically focus on only a narrow aspect of ER or emotional functioning. In this study, we examined associations between vmHRV assessed in the laboratory and emotional/mental health functioning in daily life using a 7-day ecological momentary assessment design in 303 adult community participants. We hypothesized that higher resting vmHRV would be associated with higher positive affect (PA), lower negative affect (NA), less affective variability, greater well-being, fewer dysphoria symptoms, greater use of engagement ER strategies, and less use of avoidance ER strategies, as assessed in daily life. Results revealed that higher resting vmHRV in the laboratory (as indexed by both high frequency heart rate variability, HF-HRV, and the root mean of successive square deviations between heart beats, RMSSD) was significantly associated with less frequent use of avoidance ER strategies in daily life. Theoretical and clinical implications are discussed, including the association of vmHRV with negatively valenced, rather than positively valenced, daily life experiences.
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Affiliation(s)
- Lauren M Bylsma
- Department of Psychiatry and Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Kenneth G DeMarree
- Department of Psychology, University at Buffalo, The State University of New York (SUNY), Buffalo, New York, USA
| | - Tierney P McMahon
- School of Education and Social Policy, Northwestern University, Evanston, Illinois, USA
| | - Juhyun Park
- Department of Psychology, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Kaitlyn M Biehler
- Department of Psychology, University at Buffalo, The State University of New York (SUNY), Buffalo, New York, USA
| | - Kristin Naragon-Gainey
- School of Psychological Science, University of Western Australia, Western Australia, Australia
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Liu L, Qian J, Zheng W. Anxiety in the family: A five-wave random-intercept cross-lagged panel analysis of dynamic reciprocal associations between father, mother, and child anxiety. FAMILY PROCESS 2024. [PMID: 39096040 DOI: 10.1111/famp.13044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 07/02/2024] [Accepted: 07/12/2024] [Indexed: 08/04/2024]
Abstract
This five-wave longitudinal study examined the between- and within-family dynamic associations between father, mother, and child anxiety and the moderating effects of child gender in Chinese culture. Five hundred and twenty-two father-mother dyads of children (59% boys; Mage T1 = 8.34 years) completed measures of father, mother, and child anxiety at five time points, 6 months apart. Between-family associations suggested that children whose parents had more anxiety symptoms showed higher anxiety levels, and mothers or fathers whose partners had more anxiety symptoms showed higher anxiety levels. At the within-family level, after periods with higher child anxiety symptoms, mothers reported higher anxiety symptoms and vice versa. However, no reciprocal associations were found between father and child anxiety and between father and mother anxiety. Finally, the associations between father, mother, and child anxiety did not differ across boys and girls. Our findings highlight the importance of distinguishing among between-family and within-family associations and help to develop effective programs to prevent anxiety disorders in families.
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Affiliation(s)
- Li Liu
- School of Psychology, Shandong Normal University, Jinan, China
| | - Jingxuan Qian
- School of Psychology, Shandong Normal University, Jinan, China
| | - Wenjie Zheng
- School of Psychology, Shandong Normal University, Jinan, China
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Atta MHR, El-Ashry AM, Abd El-Gawad Mousa M. The effects of mindfulness-based techniques on self-rumination, cognitive reappraisal and expressive suppression among patients with major depression: a nursing perspective. J Res Nurs 2024; 29:366-385. [PMID: 39291234 PMCID: PMC11403989 DOI: 10.1177/17449871241252011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2024] Open
Abstract
Background Patients with major depressive disorder (MDD) often struggle with adaptive strategies like self-reflection and cognitive reappraisal, relying instead on maladaptive ones like self-rumination and emotional suppression. Mindfulness-based techniques (MBTs) have been identified as a promising complementary psychological intervention for this population. Aims To evaluate the effects of MBTs on mindful attention awareness, self-rumination, self-reflection, cognitive reappraisal and expressive suppression in patients with MDD between patients who receive MBTs and those who do not. Methods This quasi-experimental research was carried out at the Psychiatric Outpatient Clinics. A representative sample of 120 patients with MDD were randomly recruited to either a study group (n = 60) or a control group (n = 60). The Mindful Attention Awareness Scale (MAAS), The Rumination-Reflection Questionnaire (RRQ) and The Emotion Regulation Questionnaire (ERQ) were utilised to collect data. Results After participation in MBTs, the study group had significantly greater improvements in the mean scores of MAAS, RRQ, Cognitive Reappraisal and Expressive Suppression compared to the control group (p < 0.001 each). Recommendations The study recommends developing and implementing training programmes for nurses to equip them with the skills and knowledge to effectively deliver MBTs as part of patient care. Conducting longitudinal studies is necessary to assess the sustainability of these improvements.
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Affiliation(s)
| | - Ayman Mohamed El-Ashry
- Lecturer of Psychiatric and Mental Health Nursing, Faculty of Nursing, Alexandria University, Egypt
| | - Marwa Abd El-Gawad Mousa
- Assistant Professor of Psychiatric and Mental Health Nursing, Faculty of Nursing, Alexandria University, Egypt
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Starr LR, Santee AC, Chang KK, DeLap GAL. Everyday emotion, naturalistic life stress, and the prospective prediction of adolescent depression. ANXIETY, STRESS, AND COPING 2024; 37:487-500. [PMID: 37840536 DOI: 10.1080/10615806.2023.2267466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 08/16/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND AND OBJECTIVES Increasing research underscores low positive emotion (PE) as a vital component of depression risk in adolescence. Theory also suggests that PE contributes to adaptive coping. However, it is unclear whether naturalistic experiences of emotions contribute to long-term depression risk, or whether daily PE levels equip adolescents to cope with later naturalistic stressors, reducing risk for depression. The current study examines whether PE (and negative emotion [NE]) assessed via ecological momentary assessment (EMA) (a) predict prospective increases in depression, and (b) moderate the association between later life stressors and depression. DESIGN Longitudinal study of community-recruited adolescents, with EMA at baseline. METHOD Adolescents (n = 232) completed contextual threat life stress interviews, interview and self-report measures of depression at baseline and 1.5 year follow-up. At baseline, they completed a seven-day EMA of emotion. RESULTS Preregistered analyses showed that daily NE, but not PE, predicted increased depression over time and moderated the association between interpersonal episodic stress and self-reported depression. CONCLUSIONS Results did not support daily PE as a buffer against depressogenic effects of life stress, but point to daily NE as a marker of depression risk.
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Ilen L, Feller C, Schneider M. Cognitive emotion regulation difficulties increase affective reactivity to daily-life stress in autistic adolescents and young adults. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024; 28:1703-1718. [PMID: 37882494 PMCID: PMC11191376 DOI: 10.1177/13623613231204829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2023]
Abstract
LAY ABSTRACT Previous research has shown that autistic individuals report high levels of perceived stress and have an increased likelihood of developing mental health difficulties. Increase in individuals' negative emotions in relation to perceived stress (i.e. affective reactivity to stress) is a known risk factor for mental health difficulties. In this study, we investigated perceived daily stress and affective reactivity to stress in autistic (n = 39, age = 18.4) and non-autistic (n = 55, age = 18.1) adolescents and young adults. We used the ecological momentary assessment, a technique that allows to assess individuals repeatedly in their daily life using their smartphone. Moreover, participants filled a questionnaire to evaluate the strategies they use to regulate emotions when faced with difficulties. Finally, a clinical interview and a parent-report questionnaire were used to assess mental health symptoms. Autistic youth reported higher levels of perceived daily stress compared with non-autistic peers. Moreover, they showed increased affective reactivity to stress related to their daily activities. Autistic participants reported more emotion regulation difficulties (e.g. more repetitive thinking of difficulties) compared with non-autistic participants. Difficulties in emotion regulation increased negative emotions in relation to stress and might contribute to the severity of mental health symptoms. We conclude that adolescents and young adults with autism report high perceived stress in their daily lives. To minimize the negative impact of stress and the development of mental health symptoms, people supporting autistic young people could focus on stress management skills and the strategies that the youth use to manage emotions.
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Weiss NH, Dixon-Gordon KL, Brick LA, Goldstein SC, Schick MR, Laws H, Kiefer R, Contractor AA, Sullivan TP. Measuring emotion dysregulation in daily life: an experience sampling study. ANXIETY, STRESS, AND COPING 2024:1-19. [PMID: 38932637 DOI: 10.1080/10615806.2024.2366031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 05/31/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Literature underscores the importance of emotion dysregulation in clinical research. However, one critical limitation of the existing investigations in this area involves the lack of psychometrically valid measures for assessing emotion dysregulation in individuals' daily lives. This study examined the factor structure and psychometric properties of momentary versions of the Difficulties in Emotion Regulation Scale (mDERS) and the Difficulties in Emotion Regulation Scale-Positive (mDERS-P). METHODS Participants were 145 community women (M age = 40.66, 40.7% white) experiencing intimate partner violence and using substances who participated in a baseline interview and then completed surveys three times a day for 30 days. RESULTS Analyses supported the reliability of the mDERS and the mDERS-P. The two-state, two-trait model, with separate factors for negative and positive emotion dysregulation at both the within-and between-levels, fit the data best. Momentary negative, but not positive, emotions were positively related to the mDERS; both momentary negative and positive emotions were positively related to the mDERS-P. Baseline trait negative, but not positive, emotion dysregulation, was related to greater variability in momentary negative and positive emotion dysregulation. CONCLUSION Findings advance our understanding and measurement of emotion dysregulation using intensive longitudinal approaches.
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Affiliation(s)
- Nicole H Weiss
- Department of Psychology, University of Rhode Island, Kingston, RI, USA
| | - Katherine L Dixon-Gordon
- Department of Psychological and Brain Sciences, Univeristy of Massachusetts Amherst, Amherst, MA, USA
| | - Leslie A Brick
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
| | - Silvi C Goldstein
- Department of Psychology, University of Rhode Island, Kingston, RI, USA
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
| | | | - Holly Laws
- Department of Psychological and Brain Sciences, Univeristy of Massachusetts Amherst, Amherst, MA, USA
| | - Reina Kiefer
- Department of Psychology, University of Rhode Island, Kingston, RI, USA
| | | | - Tami P Sullivan
- Department of Psychiatry, Yale University, New Haven, CT, USA
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11
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Bean CAL, Ciesla JA. Ruminative Variability Predicts Increases in Depression and Social Anxiety. COGNITIVE THERAPY AND RESEARCH 2024; 48:511-525. [PMID: 39108323 PMCID: PMC11299773 DOI: 10.1007/s10608-023-10451-z] [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] [Accepted: 11/01/2023] [Indexed: 08/10/2024]
Abstract
Background Rumination is a well-established contributor to the severity of depression and anxiety. It is unknown, however, whether individual differences in the temporal dynamics of rumination over time predict longitudinal increases in depression or anxiety. Methods The current study examined whether the dynamic indices of ruminative inertia and variability assessed over 14 days via ecological momentary assessment predicted change in symptoms of depression, general anxiety, and social anxiety at a 90-day follow-up (n = 115). Results Controlling for ruminative variability, baseline levels of the dependent variable, sex, and mean levels of momentary rumination, ruminative inertia did not predict change in symptoms of depression, general anxiety, or social anxiety at the 90-day follow-up. In contrast, greater ruminative variability predicted increases in symptoms of both depression and social anxiety but not general anxiety at follow-up. Individuals endorsing higher baseline levels of depressive symptoms demonstrated greater amounts of inertia and variability in their momentary rumination. Greater ruminative variability but not inertia was also associated with higher baseline levels of general anxiety and social anxiety. Conclusions These results suggest that ruminative variability may be a risk factor for increases in symptoms of depression and social anxiety over time and a potentially useful target for clinical intervention.
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Affiliation(s)
- Christian A. L. Bean
- Vanderbilt University, Department of Psychology and Human Development, Nashville, TN, USA
- Kent State University, Department of Psychological Sciences, Kent, OH, USA
| | - Jeffrey A. Ciesla
- Kent State University, Department of Psychological Sciences, Kent, OH, USA
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Stover AD, Shulkin J, Lac A, Rapp T. A meta-analysis of cognitive reappraisal and personal resilience. Clin Psychol Rev 2024; 110:102428. [PMID: 38657292 DOI: 10.1016/j.cpr.2024.102428] [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: 09/26/2023] [Revised: 03/21/2024] [Accepted: 04/04/2024] [Indexed: 04/26/2024]
Abstract
Cognitive reappraisal, an adaptive emotion regulation strategy that involves subjectively reinterpreting stressful and adverse experiences in a more positive manner, can enhance personal resilience. Personal resilience is a constellation of attributes that facilitate successful coping and an expeditious return to adaptive functioning after exposure to stress or adversity. This meta-analysis evaluated the association between cognitive reappraisal and personal resilience. A systematic and exhaustive search identified 64 independent samples from 55 studies (N = 29,824) that examined the correlation between cognitive reappraisal and personal resilience. A random-effects model revealed a positive summary effect (r = 0.47, p < .001), indicating that higher cognitive reappraisal was associated with higher personal resilience. Six potential meta-moderators were tested: culture, age, name of the cognitive reappraisal measure, name of the personal resilience measure, study design, and publication period. After two extreme effect size outliers were omitted, tests of publication bias did not reveal any publication bias in this line of research. This quantitative synthesis offers compelling evidence showing that cognitive reappraisal skills operate as a protective strategy against stress and adversity and, therefore, enhance personal resilience. The protective benefits of cognitive reappraisal in relation to personal resilience are relatively robust, as the correlations were statistically significant for all subgroups in the meta-moderation analyses.
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Affiliation(s)
- Alexander D Stover
- Department of Psychology, University of Colorado Colorado Springs, 1420 Austin Bluffs Parkway, Colorado Springs, CO 80918, United States of America.
| | - Josh Shulkin
- Department of Psychology, University of Colorado Colorado Springs, 1420 Austin Bluffs Parkway, Colorado Springs, CO 80918, United States of America
| | - Andrew Lac
- Department of Psychology, University of Colorado Colorado Springs, 1420 Austin Bluffs Parkway, Colorado Springs, CO 80918, United States of America
| | - Timothy Rapp
- Department of Psychology, University of Colorado Colorado Springs, 1420 Austin Bluffs Parkway, Colorado Springs, CO 80918, United States of America
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Springstein T, English T. Distinguishing Emotion Regulation Success in Daily Life From Maladaptive Regulation and Dysregulation. PERSONALITY AND SOCIAL PSYCHOLOGY REVIEW 2024; 28:209-224. [PMID: 37728098 DOI: 10.1177/10888683231199140] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
ACADEMIC ABSTRACT This paper aims to motivate research on emotion regulation success in naturalistic settings. We define emotion regulation success as achieving one's emotion regulation goal and differentiate it from related concepts (i.e., maladaptive regulation and dysregulation). As goals vary across individuals and situations, it is insufficient to conceptualize emotion regulation success as maximizing positive affect and minimizing negative affect. Instead, emotion regulation success can be measured through novel approaches targeting the achievement of emotion regulation goals. In addition to utilizing novel data analytic tools (e.g., response surface analyses), future research can make use of informant reports and observing ambulatory behavior or physiology. Considering emotion regulation goals when measuring daily emotion regulation success has the potential to answer key questions about personality, development, and mental health. PUBLIC ABSTRACT People differ in how they want to feel in daily situations (e.g., excited) and why they want to feel that way (e.g., to make others feel better), depending on factors such as culture or age. Although people manage their emotions to reach these goals, most research assessing emotion regulation success has not taken individual goals into account. When assessing if people successfully regulate their emotions, most research in daily life has been focused on whether people feel more positive or less negative. To help study emotion regulation success in a more thoughtful and inclusive way, we propose a new approach to conceptualizing emotion regulation success that incorporates individual differences in what motivates people to regulate and discuss future research directions and applications.
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14
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Van der Hallen R, De Pauw SSW, Prinzie P. Coping, (mal)adaptive personality and identity in young adults: A network analysis. Dev Psychopathol 2024; 36:736-749. [PMID: 36794427 DOI: 10.1017/s0954579423000020] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Coping, personality, and identity are three well-known constructs within the field of psychology. Yet, findings regarding how these constructs relate to each other have been inconsistent. The present study employs network analysis to investigate coping, adaptive and maladaptive personality, and identity and how they are related, using data from the Flemish Study on Parenting, Personality, and Development (FSPPD; Prinzie et al., 2003; 1999-current). Young adults (N = 457; 47% male), aged between 17-23 years old, completed a survey on coping, adaptive and maladaptive personality, and identity. Results indicate clear associations between coping and both adaptive and maladaptive personality within the network, suggesting coping and personality are distinct, yet highly related constructs whereas identity proved largely unrelated. Potential implications and suggestions for future research are discussed.
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Affiliation(s)
- Ruth Van der Hallen
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, PA, The Netherlands
| | - Sarah S W De Pauw
- Department of Developmental, Personality and Social Psychology, Ghent University, Ghent, Belgium
| | - Peter Prinzie
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, PA, The Netherlands
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15
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Bianchi V, Greenaway KH, Moeck EK, Slepian ML, Kalokerinos EK. Secrecy in Everyday Life. PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN 2024:1461672241226560. [PMID: 38323598 DOI: 10.1177/01461672241226560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
Secrecy is common, yet we know little about how it plays out in daily life. Most existing research on secrecy is based on methods involving retrospection over long periods of time, failing to capture secrecy "in the wild." Filling this gap, we conducted two studies using intensive longitudinal designs to present the first picture of secrecy in everyday life. We investigated momentary contextual factors and individual differences as predictors of mind-wandering to and concealing secrets. Contextual factors more consistently predicted secrecy experiences than person-level factors. Feeling more negative about a secret predicted a greater likelihood of mind-wandering to the secret. Interacting with the secret target was linked with a greater likelihood of secret concealment. Individual differences were not consistently associated with mind-wandering to secrets. We conclude that daily experiences with secrets may be better predicted by momentary feelings rather than individual differences such as personality traits.
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Affiliation(s)
| | | | - Ella K Moeck
- The University of Melbourne, Parkville, Victoria, Australia
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Ulichney V, Schmidt H, Helion C. Perceived Relational Support Is Associated With Everyday Positive, But Not Negative, Affectivity in a U.S. Sample. PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN 2024:1461672231224991. [PMID: 38323578 DOI: 10.1177/01461672231224991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
Research suggests that perceived social support bolsters emotional well-being. We tested whether perceived support from friends, family, and spouses/partners was associated with reduced negative and greater positive affectivity (i.e., everyday affective baseline), and whether perceived strain in these relationships had opposite effects, accounting for age and relevant covariates. Using data from the third waves of the Midlife in the United States survey and National Study of Daily Experience (n = 1,124), we found negative affectivity was not tied to relational support nor strain, but instead was associated positively with neuroticism and negatively with conscientiousness. In contrast, positive affectivity was related positively to support from friends and family, conscientiousness, and extroversion, and negatively to strain among partners and neuroticism. Exploratory analyses within second-wave Midlife in Japan data (n = 657) suggest patterns for future cross-cultural study. Some relationship dynamics may vary, but perceived support might enhance emotional well-being by bolstering positive, rather than mitigating negative, emotionality.
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Petrova K, Gross JJ. The Future of Emotion Regulation Research: Broadening Our Field of View. AFFECTIVE SCIENCE 2023; 4:609-616. [PMID: 38156255 PMCID: PMC10751286 DOI: 10.1007/s42761-023-00222-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 09/14/2023] [Indexed: 12/30/2023]
Abstract
Over the past few decades, emotion regulation research has matured into a vibrant and rapidly growing field (in 2022 alone, more than 30 thousand papers were published on emotion regulation). Taking stock of our progress, we ask "What does the future hold?" In this manuscript, we offer a roadmap for the next generation of research on emotion regulation. We begin by painting a picture of the field's journey so far. We then outline a forward-looking agenda for broadening our field of view along three key dimensions: (1) increasing our resolution to see how regulatory strategies are flexibly and dynamically translated into tactics; (2) widening our viewing angle to embrace interpersonal emotion regulation; and (3) extending the timescale of emotion regulation research to examine how regulatory efforts are fine-tuned across the regulatory cycle and in the context of a broader range of affective experiences. In doing so, we highlight empirical studies that exemplify these three areas of focus and discuss the opportunities that lie before us. We close by offering a set of concrete practical and methodological recommendations for how the field can accomplish the goals we have outlined.
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Affiliation(s)
- Kate Petrova
- Department of Psychology, Stanford University, 450 Jane Stanford Way, Building 420, Stanford, CA 94305 USA
| | - James J. Gross
- Department of Psychology, Stanford University, 450 Jane Stanford Way, Building 420, Stanford, CA 94305 USA
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18
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Dougherty EN, Bottera AR, Haedt-Matt AA, Wildes JE. Reconceptualizing emotion regulation and coping strategy usage in eating disorders research: The utility of a regulatory flexibility framework. Int J Eat Disord 2023; 56:1835-1841. [PMID: 37465948 PMCID: PMC10592414 DOI: 10.1002/eat.24027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 07/06/2023] [Accepted: 07/07/2023] [Indexed: 07/20/2023]
Abstract
Emotion regulation and coping strategies are often conceptualized in eating disorder (ED) research as inherently adaptive or maladaptive, and successful regulation is often defined as greater overall use of adaptive strategies. However, recent empirical work outside of the field of EDs challenges this categorical conceptualization of strategies, demonstrating that adaptiveness is determined by the ability to flexibly implement and adjust strategies based on contextual demands (i.e., regulatory flexibility). Despite evidence that emotion regulation and coping strategies are best conceptualized in terms of flexibility in the broader literature, few ED studies have adopted this model. We review the current conceptual framework of emotion regulation and coping strategies used in ED research and present regulatory flexibility as an alternative approach to conceptualizing these strategies. The lack of research on regulatory flexibility among individuals with EDs limits our understanding of the role of emotion regulation and coping difficulties in ED risk and maintenance. Adopting a regulatory flexibility model of strategies in EDs may extend knowledge of the role of emotion regulation difficulties in the development and maintenance of EDs. We highlight the potential utility of investigating regulatory flexibility and present recommendations for future research on regulatory flexibility in EDs. PUBLIC SIGNIFICANCE STATEMENT: Research on emotion regulation and coping strategy usage in eating disorders often view regulatory strategies as inherently adaptive or maladaptive. However, recent studies support defining strategies in terms of flexibility. Adopting a regulatory flexibility model of strategies in eating disorders research may advance knowledge of the role of emotion regulation difficulties in the development and maintenance of eating disorders, ultimately enhancing prevention and treatment efforts.
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Affiliation(s)
- Elizabeth N Dougherty
- Department of Psychiatry and Behavioral Neuroscience, The University of Chicago, Chicago, Illinois, USA
| | - Angeline R Bottera
- Department of Psychiatry and Behavioral Neuroscience, The University of Chicago, Chicago, Illinois, USA
| | - Alissa A Haedt-Matt
- Department of Psychology, Illinois Institute of Technology, Chicago, Illinois, USA
| | - Jennifer E Wildes
- Department of Psychiatry and Behavioral Neuroscience, The University of Chicago, Chicago, Illinois, USA
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19
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Ion A, Bîlc MI, Pițur S, Pop CF, Szentágotai-Tătar A, Miu AC. Childhood maltreatment and emotion regulation in everyday life: an experience sampling study. Sci Rep 2023; 13:7214. [PMID: 37138049 PMCID: PMC10156801 DOI: 10.1038/s41598-023-34302-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 04/27/2023] [Indexed: 05/05/2023] Open
Abstract
Childhood maltreatment is a major risk factor for psychopathology, and increasing evidence suggests that emotion regulation is one of the underlying mechanisms. However, most of this evidence comes from single assessments of habitual emotion regulation, which may not overlap with spontaneous emotion regulation in daily life and which fail to account for within-individual variability in emotion regulation across multiple contexts. In the present study, we investigated the relation between history of childhood maltreatment, positive and negative affect, and multiple dimensions of spontaneous emotion regulation (strategy use, emotion regulation goals, emotion regulation success and effort) in everyday life, using experience sampling method (3 assessments/day, for 10 consecutive days), in a sample of healthy volunteers (N = 118). Multilevel modeling results indicated that childhood maltreatment was associated with lower positive affect and higher negative affect. Childhood maltreatment was also related to lower use of reappraisal and savoring (but not suppression, rumination and distraction), reduced emotion regulation success (but not effort), as well as lower levels of and higher within-individual variability of hedonic (but not instrumental) emotion regulation goals. These results provide ecological evidence for multiple differences in emotion regulation in individuals with a history of childhood maltreatment.
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Affiliation(s)
- Andrei Ion
- Assessment and Individual Differences - AID Lab, Department of Psychology and Cognitive Science, University of Bucharest, Bucharest, Romania
| | - Mirela I Bîlc
- Cognitive Neuroscience Laboratory, Department of Psychology, Babeș-Bolyai University, 37 Republicii, 400015, Cluj-Napoca, CJ, Romania
- Institute of Medical Psychology, Medical Faculty, Otto-Von-Guericke University of Magdeburg, Magdeburg, Germany
| | - Simina Pițur
- Cognitive Neuroscience Laboratory, Department of Psychology, Babeș-Bolyai University, 37 Republicii, 400015, Cluj-Napoca, CJ, Romania
| | - Claudia Felicia Pop
- Nursing Discipline, Department Mother and Child, University of Medicine and Pharmacy Iuliu Haţieganu, Cluj-Napoca, Romania
| | - Aurora Szentágotai-Tătar
- Department of Clinical Psychology and Psychotherapy, Babeș-Bolyai University, Cluj-Napoca, Romania.
| | - Andrei C Miu
- Cognitive Neuroscience Laboratory, Department of Psychology, Babeș-Bolyai University, 37 Republicii, 400015, Cluj-Napoca, CJ, Romania.
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20
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Tammilehto J, Flykt M, Peltonen K, Kuppens P, Bosmans G, Lindblom J. Roles of recalled parenting experiences and effortful control in adult daily emotion regulation. Cogn Emot 2023; 37:795-817. [PMID: 37161353 DOI: 10.1080/02699931.2023.2209711] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 03/12/2023] [Accepted: 04/21/2023] [Indexed: 05/11/2023]
Abstract
Research suggests that both childhood experiences with one's parents and individual differences in effortful control contribute to adult emotion regulation (ER). However, it is unclear how they associate with specific ER processes. In this adult study, we examined the roles of recalled parenting experiences and effortful control in daily ER selection and implementation. Using ecological momentary assessment (EMA), we focused on ER strategies of reappraisal, suppression, and rumination. We hypothesized recalled parental warmth, rejection, and overcontrol to predict adult ER selection and effectiveness of ER implementation and effortful control to mediate these effects. One hundred twenty-two adults answered self-reported questionnaires on their childhood experiences with their parents and effortful control. In EMA, they reported ER and emotions seven times daily for seven days. Recalled parental warmth predicted less suppression and rumination, whereas recalled overcontrol, especially in fathers, predicted greater suppression and reappraisal. However, recalled parenting experiences did not predict the effectiveness of ER implementation, and no support was found for the mediating role of effortful control between recalled parenting experiences and ER. Our findings suggest that recalled parenting experiences may guide adult ER selection rather than shape ER implementation, and these links may be largely independent of their effortful control.
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Affiliation(s)
- Jaakko Tammilehto
- Faculty of Social Sciences / Psychology, Tampere University, Tampere, Finland
| | - Marjo Flykt
- Faculty of Social Sciences / Psychology, Tampere University, Tampere, Finland
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Kirsi Peltonen
- INVEST Research Flagship Center, University of Turku, Turku, Finland
| | - Peter Kuppens
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Guy Bosmans
- Clinical Psychology, KU Leuven, Leuven, Belgium
| | - Jallu Lindblom
- Faculty of Social Sciences / Psychology, Tampere University, Tampere, Finland
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Demichelis OP, Grainger SA, Hubbard RE, Henry JD. Emotion regulation mediates the relationship between social frailty and stress, anxiety, and depression. Sci Rep 2023; 13:6430. [PMID: 37081078 PMCID: PMC10119122 DOI: 10.1038/s41598-023-33749-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 04/18/2023] [Indexed: 04/22/2023] Open
Abstract
Social frailty refers to an inability to meet basic social needs and has been identified as a threat to physical and mental health. Although social frailty has been linked with many adverse health and well-being outcomes, potential mediators of the relationship between social frailty and well-being remain poorly understood. Emotion regulation refers to the capacity to alter the experience of emotions to behave in accordance with a desired goal. The present study was designed to provide the first direct test of whether emotion regulation mediates the relationships between social frailty and important well-being outcomes (stress, anxiety, and depression). A total of 790 participants completed validated measures of social frailty, stress, anxiety, depression, and emotion regulation. In line with our preregistered hypotheses, higher social frailty predicted increased stress, anxiety, and depression, and each of these relationships were partially mediated by emotion regulation capacity. These data provide novel evidence that emotion regulation abilities may serve as a protective factor against the negative consequences of social frailty.
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Affiliation(s)
- Olivia P Demichelis
- School of Psychology, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia.
| | - Sarah A Grainger
- School of Psychology, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia
| | - Ruth E Hubbard
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Julie D Henry
- School of Psychology, The University of Queensland, St Lucia, Brisbane, QLD, 4072, Australia
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22
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Vertsberger D, Talmon A, Ziadni M, Kong JT, Darnall BD, Manber R, Mackey S, Gross JJ. Intensity of Chronic Low Back Pain and Activity Interference: A Daily Diary Study of the Moderating Role of Cognitive Pain Coping Strategies. PAIN MEDICINE (MALDEN, MASS.) 2023; 24:442-450. [PMID: 36214626 PMCID: PMC10069845 DOI: 10.1093/pm/pnac151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 08/22/2022] [Accepted: 09/15/2022] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Chronic low back pain (CLBP) has a significant negative impact on daily functioning, particularly for those with challenges coping adaptively with ongoing pain. However, the dynamics of pain coping in daily life remain understudied. Therefore, we examined the extent to which pain intensity interferes with daily activities, and assessed whether pain coping strategies (as assessed using daily diaries) moderated this link. METHOD We analyzed diary data from a sample of 84 participants with CLBP who completed daily diaries for up to 30 days rating pain intensity, pain interference with daily activities, and their use of pain coping strategies, including pain rumination (i.e., repetitive thinking about the pain and its causes), reappraisal (i.e., evaluating one's pain less negatively or more positively), and distraction (i.e., diverting attention from the pain). We hypothesized that these coping strategies would moderate the associations between pain and pain interference with daily activities, although in different directions. RESULTS Results suggest that pain rumination strengthens the association between pain intensity and pain interference both on the person and day level, while pain reappraisal and distraction weaken this association, at the day and person levels, respectively. CONCLUSION Our findings suggest that those who are more preoccupied with their pain and those who are less likely to reappraise their pain have more pain interference with daily activities. These findings build on prior work on pain coping by using daily diaries and highlight two pain coping strategies that have particular relevance for reducing the impact of CLBP in daily life.
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Affiliation(s)
- Dana Vertsberger
- Department of Psychology, Stanford University, Stanford, California, USA
| | - Anat Talmon
- Department of Psychology, Stanford University, Stanford, California, USA
| | - Maisa Ziadni
- Stanford Medicine, Stanford University, Stanford, California, USA
| | - Jiang-Ti Kong
- Stanford Medicine, Stanford University, Stanford, California, USA
| | - Beth D Darnall
- Stanford Medicine, Stanford University, Stanford, California, USA
| | - Rachel Manber
- Stanford Medicine, Stanford University, Stanford, California, USA
| | - Sean Mackey
- Stanford Medicine, Stanford University, Stanford, California, USA
| | - James J Gross
- Department of Psychology, Stanford University, Stanford, California, USA
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23
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Pavani JB, Colombo D. Appreciation and rumination, not problem solving and avoidance, mediate the effect of optimism on emotional wellbeing. PERSONALITY AND INDIVIDUAL DIFFERENCES 2023. [DOI: 10.1016/j.paid.2023.112094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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24
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Xiao H, Double KS, Walker SA, Kunst H, MacCann C. Emotionally Intelligent People Use More High-Engagement and Less Low-Engagement Processes to Regulate Others' Emotions. J Intell 2022; 10:76. [PMID: 36278598 PMCID: PMC9590055 DOI: 10.3390/jintelligence10040076] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 09/16/2022] [Accepted: 09/26/2022] [Indexed: 10/19/2023] Open
Abstract
Existing research has linked emotional intelligence (EI) with intrinsic emotion regulation (processes people use to regulate their own emotions). However, there has not yet been an empirical examination of whether EI abilities relate to extrinsic emotion regulation (processes people use to regulate other people's emotions). This study (N = 178 undergraduates) examines whether ability EI (as measured by the Mayer-Salovey-Caruso Emotional Intelligence Test) correlates with eight extrinsic regulation processes (as measured by the Regulation of Others' Emotions Scale, including downward comparison, expressive suppression, humour, distraction, direct action, reappraisal, receptive listening and valuing). Total ability EI score is significantly positively correlated with three high-engagement processes (r = .24, .40, and .16 for reappraisal, receptive listening, and valuing) and negatively correlated with two low-engagement processes (r = -.30 and -.38 for downward comparison and expressive suppression). When all four EI branches predicted each regulation process in multiple regression, only emotion management significantly predicted downward comparison, receptive listening and valuing, and only emotion management and understanding predicted expressive suppression (no significant regression coefficients for reappraisal). We conclude that the drivers of EI/extrinsic regulation associations are engagement with the target's emotion and the emotion management branch of EI.
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Affiliation(s)
- Hester Xiao
- School of Psychology, The University of Sydney, Sydney, NSW 2006, Australia
| | - Kit Spencer Double
- School of Psychology, The University of Sydney, Sydney, NSW 2006, Australia
| | - Sarah Ann Walker
- School of Psychology, The University of Sydney, Sydney, NSW 2006, Australia
| | - Hannah Kunst
- School of Psychology, The University of Sydney, Sydney, NSW 2006, Australia
- Work and Organisational Studies, The University of Sydney Business School, Sydney, NSW 2006, Australia
| | - Carolyn MacCann
- School of Psychology, The University of Sydney, Sydney, NSW 2006, Australia
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