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Suh J, Howe E, Lewis R, Hernandez J, Saha K, Althoff T, Czerwinski M. Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation. JMIR Ment Health 2024; 11:e48974. [PMID: 39264703 PMCID: PMC11427862 DOI: 10.2196/48974] [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: 05/17/2023] [Revised: 06/05/2024] [Accepted: 07/17/2024] [Indexed: 09/13/2024] Open
Abstract
BACKGROUND Integrating stress-reduction interventions into the workplace may improve the health and well-being of employees, and there is an opportunity to leverage ubiquitous everyday work technologies to understand dynamic work contexts and facilitate stress reduction wherever work happens. Sensing-powered just-in-time adaptive intervention (JITAI) systems have the potential to adapt and deliver tailored interventions, but such adaptation requires a comprehensive analysis of contextual and individual-level variables that may influence intervention outcomes and be leveraged to drive the system's decision-making. OBJECTIVE This study aims to identify key tailoring variables that influence momentary engagement in digital stress reduction microinterventions to inform the design of similar JITAI systems. METHODS To inform the design of such dynamic adaptation, we analyzed data from the implementation and deployment of a system that incorporates passively sensed data across everyday work devices to send just-in-time stress reduction microinterventions in the workplace to 43 participants during a 4-week deployment. We evaluated 27 trait-based factors (ie, individual characteristics), state-based factors (ie, workplace contextual and behavioral signals and momentary stress), and intervention-related factors (ie, location and function) across 1585 system-initiated interventions. We built logistical regression models to identify the factors contributing to momentary engagement, the choice of interventions, the engagement given an intervention choice, the user rating of interventions engaged, and the stress reduction from the engagement. RESULTS We found that women (odds ratio [OR] 0.41, 95% CI 0.21-0.77; P=.03), those with higher neuroticism (OR 0.57, 95% CI 0.39-0.81; P=.01), those with higher cognitive reappraisal skills (OR 0.69, 95% CI 0.52-0.91; P=.04), and those that chose calm interventions (OR 0.43, 95% CI 0.23-0.78; P=.03) were significantly less likely to experience stress reduction, while those with higher agreeableness (OR 1.73, 95% CI 1.10-2.76; P=.06) and those that chose prompt-based (OR 6.65, 95% CI 1.53-36.45; P=.06) or video-based (OR 5.62, 95% CI 1.12-34.10; P=.12) interventions were substantially more likely to experience stress reduction. We also found that work-related contextual signals such as higher meeting counts (OR 0.62, 95% CI 0.49-0.78; P<.001) and higher engagement skewness (OR 0.64, 95% CI 0.51-0.79; P<.001) were associated with a lower likelihood of engagement, indicating that state-based contextual factors such as being in a meeting or the time of the day may matter more for engagement than efficacy. In addition, a just-in-time intervention that was explicitly rescheduled to a later time was more likely to be engaged with (OR 1.77, 95% CI 1.32-2.38; P<.001). CONCLUSIONS JITAI systems have the potential to integrate timely support into the workplace. On the basis of our findings, we recommend that individual, contextual, and content-based factors be incorporated into the system for tailoring as well as for monitoring ineffective engagements across subgroups and contexts.
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Affiliation(s)
- Jina Suh
- Microsoft Research, Redmond, WA, United States
| | - Esther Howe
- Idiographic Dynamics Lab, Department of Psychology, University of California, Berkeley, CA, United States
| | - Robert Lewis
- MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States
| | | | - Koustuv Saha
- Siebel School of Computing and Data Science, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Tim Althoff
- Paul G Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, United States
| | - Mary Czerwinski
- Human-Centered Design and Engineering, University of Washington, Seattle, WA, United States
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Macovei CM, Bumbuc Ș, Martinescu-Bădălan F. The role of personality traits in mediating the relation between fear of negative evaluation and social interaction anxiety. Front Psychol 2023; 14:1268052. [PMID: 37928579 PMCID: PMC10621049 DOI: 10.3389/fpsyg.2023.1268052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 09/29/2023] [Indexed: 11/07/2023] Open
Abstract
Introduction Social interaction anxiety and fear of negative evaluation have many maladaptive outcomes and, in order to counteract their effects, it is essential to identify those psychological or social factors that make people vulnerable to them. One of these factors is the individual's personality structure: some personality traits increase the individuals' vulnerability to symptoms of social anxiety, while others protect them. Methods The aim of this paper is to analyse the role of HEXACO personality traits in mediating the relationship between fear of negative evaluation and social anxiety, in a sample of 352 cadets from the Land Forces Academy of Sibiu. The relationships between these concepts were analysed using structural equation modeling (SEM) in several hypothetical models, two of which were ultimately validated. Results In the first model, the fear of negative evaluation has an indirect effect on social interaction anxiety through the mediation of extraversion, conscientiousness, and altruism, separately. Furthermore, extraversion, conscientiousness, and altruism play a serial mediating role in the association between the fear of negative evaluation and social interaction anxiety. In the second model, the fear of negative evaluation has an indirect effect on social interaction anxiety through the mediation of social boldness, liveliness, and organization, separately, but not through altruism. Social boldness, liveliness, and organization played a serial mediating role in the relationship between the two constructs, while altruism moderated the relationship between liveliness, organization, and social interaction anxiety. Discussion Analysing the relationship between the individuals' personality traits, social anxiety, and fear of negative evaluation facilitated the identification of ways to cultivate desirable behaviours in social environments typified by compliance, discipline, uniformity, and rigor.
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Affiliation(s)
- Crenguța Mihaela Macovei
- Department of Applied Social Sciences and Humanities, “Nicolae Bălcescu” Land Forces Academy, Sibiu, Romania
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Tao Y, Liu X, Hou W, Niu H, Wang S, Ma Z, Bi D, Zhang L. The Mediating Role of Emotion Regulation Strategies in the Relationship Between Big Five Personality Traits and Anxiety and Depression Among Chinese Firefighters. Front Public Health 2022; 10:901686. [PMID: 35719646 PMCID: PMC9205204 DOI: 10.3389/fpubh.2022.901686] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 04/27/2022] [Indexed: 11/30/2022] Open
Abstract
Identification of protective factors to prevent firefighters' anxiety and depression is meaningful. We explored whether emotion-regulation strategies mediate the relationship between personality traits and anxiety and depression among Chinese firefighters. Approximately, 716 Chinese firefighters were recruited and completed the Emotion Regulation Questionnaire (ERQ), Self-Rating Anxiety Scale (SAS), Self-Rating Depression Scale (SDS), and Big Five Inventory−2 (BFI-2) Scale. Results (N = 622) indicated that only negative emotionality traits could predict anxiety symptoms. Meanwhile, the multilevel mediation effect analyses showed that conscientiousness through cognitive reappraisal could reduce anxiety and depression symptoms in Chinese firefighters. Our findings clarify Chinese firefighters' underlying emotion-regulation process between personality traits and anxiety and depression. Implications, limitations, and future directions are discussed.
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Affiliation(s)
- Yanqiang Tao
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, Beijing Normal University, Beijing, China
| | - Xiangping Liu
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, Beijing Normal University, Beijing, China
| | - Wenxin Hou
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, Beijing Normal University, Beijing, China
| | - Haiqun Niu
- School of Psychology, Nanjing Normal University, Nanjing, China
| | - Shujian Wang
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, Beijing Normal University, Beijing, China
| | - Zijuan Ma
- School of Psychology, South China Normal University, Guangzhou, China
| | - Dan Bi
- Yichun 1st High School, Yichun, China
| | - Liang Zhang
- College of Education for the Future, Beijing Normal University at Zhuhai, Zhuhai, China
- Student Mental Health Education Center Northeast Agricultural University, Harbin, China
- *Correspondence: Liang Zhang
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Abdollahi A, Ahmed AAA, Suksatan W, Kumar T, Majeed MS, Zainal AG, Dokoushkani F, Allen KA. Courage: A Potential Mediator of the Relationship Between Personality and Social Anxiety. PSYCHOLOGICAL STUDIES 2022; 67:53-62. [PMID: 35250098 PMCID: PMC8886862 DOI: 10.1007/s12646-022-00641-2] [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: 04/09/2020] [Accepted: 01/07/2022] [Indexed: 02/07/2023] Open
Abstract
Social anxiety is one of the most prevalent and chronic mental-health conditions in young adults. To date, no studies have been conducted about the relationships between the Big Five personality dimensions, courage, and social anxiety among Malaysian undergraduate students. Therefore, this study was designed to examine courage as a potential mediator of the association between the Big Five personality dimensions and social anxiety among Malaysian Undergraduates. In this study, 500 Malaysian undergraduate students (205 males and 295 females) completed a series of questionnaires. Structural equation modelling (AMOS-SEM) revealed that, of the Big Five, neuroticism and social anxiety were positively correlated. Extraversion, conscientiousness, openness to experience, and agreeableness, as well as courage, were negatively correlated with social anxiety. Courage mediated the relationship between the Big Five personality dimensions and social anxiety. The main contribution of the present research is to show how the Big Five personality dimensions may contribute to social anxiety. The findings of this study also could be implicated for counselling practice for undergraduate students in Malaysia as a collectivist setting and other collectivist settings around the world.
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Affiliation(s)
- Abbas Abdollahi
- Department of Counseling, Faculty of Education and Psychology, Alzahra University, Tehran, Iran
| | - Alim Al Ayub Ahmed
- School of Accounting, Jiujiang University, 551 Qianjindonglu, Jiujiang, Jiangxi China
| | - Wanich Suksatan
- Faculty of Nursing, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Tribhuwan Kumar
- Department of English Language and Literature, College of Science and Humanities at Sulail, Prince Sattam Bin Abdulaziz University, Saudi Arabia, Al Kharj, Saudi Arabia
| | | | - Anna Gustina Zainal
- Department of Communication, University of Lampung, Bandar Lampung, Indonesia
| | - Farimah Dokoushkani
- Department of Human Ecology, Research Group of Environment and Human Studies, Tehran, Iran
| | - Kelly A. Allen
- Educational Psychology and Inclusive Education, Faculty of Education, Monash University, Clayton, Australia
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Darolia S, Ghosh D. Importance of Personality Factors in Determining the Psychological Consequences of Infertility: A Systematic Review. HEALTH EDUCATION & BEHAVIOR 2021; 49:708-723. [PMID: 34814759 DOI: 10.1177/10901981211057109] [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: 11/15/2022]
Abstract
BACKGROUND AND PURPOSE The diagnosis of infertility not only involves biological but the psychosocial links have also been established. Individual difference variables, such as personality and temperament have been found playing prominent role in modifying the psychological and biological aspects of infertility. This systematic review aimed to examine evidence-based research on the role of personality traits in determining vulnerability to stress in infertility, understand the gender-based differences, and deliver suggestions for future researches. METHOD The search for studies relating to the variables was accomplished using various electronic databases. The search was kept limited to a time span of about 20 years, that is, from January 2000 to April 2020. Additional researches were collected from library source and others were retrieved by contacting experts. Studies were selected on the basis of a predetermined inclusion and exclusion criteria, and quality of the studies was also taken into account. RESULTS The search of studies through above methods was fruitful in identifying 23 studies including six longitudinal and prospective studies, and 17 cross-sectional studies covering both individual- and model-based personality attributes related findings. The overall quality ratings of the studies ranged from fair to good. CONCLUSION The review revealed that personality factors such as neuroticism, harm avoidance, and psychoticism are the potential risk factors, whereas optimism has a protective impact in the context of fertility disorders. The long-term impact of personality on infertility needs further exploration. Trait modification interventions during the treatment of infertility were also suggested in the light of previous findings.
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Affiliation(s)
| | - Debasruti Ghosh
- Babasaheb Bhimrao Ambedkar Bihar University, Muzaffarpur, Bihar, India
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Tan WH, Sheffield J, Khoo SK, Byrne G, Pachana NA. Influences on Psychological Well‐Being and Ill‐Being in Older Women. AUSTRALIAN PSYCHOLOGIST 2020. [DOI: 10.1111/ap.12297] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Costache ME, Frick A, Månsson K, Engman J, Faria V, Hjorth O, Hoppe JM, Gingnell M, Frans Ö, Björkstrand J, Rosén J, Alaie I, Åhs F, Linnman C, Wahlstedt K, Tillfors M, Marteinsdottir I, Fredrikson M, Furmark T. Higher- and lower-order personality traits and cluster subtypes in social anxiety disorder. PLoS One 2020; 15:e0232187. [PMID: 32348331 PMCID: PMC7190155 DOI: 10.1371/journal.pone.0232187] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 04/08/2020] [Indexed: 02/03/2023] Open
Abstract
Social anxiety disorder (SAD) can come in different forms, presenting problems for diagnostic classification. Here, we examined personality traits in a large sample of patients (N = 265) diagnosed with SAD in comparison to healthy controls (N = 164) by use of the Revised NEO Personality Inventory (NEO-PI-R) and Karolinska Scales of Personality (KSP). In addition, we identified subtypes of SAD based on cluster analysis of the NEO-PI-R Big Five personality dimensions. Significant group differences in personality traits between patients and controls were noted on all Big Five dimensions except agreeableness. Group differences were further noted on most lower-order facets of NEO-PI-R, and nearly all KSP variables. A logistic regression analysis showed, however, that only neuroticism and extraversion remained significant independent predictors of patient/control group when controlling for the effects of the other Big Five dimensions. Also, only neuroticism and extraversion yielded large effect sizes when SAD patients were compared to Swedish normative data for the NEO-PI-R. A two-step cluster analysis resulted in three separate clusters labelled Prototypical (33%), Introvert-Conscientious (29%), and Instable-Open (38%) SAD. Individuals in the Prototypical cluster deviated most on the Big Five dimensions and they were at the most severe end in profile analyses of social anxiety, self-rated fear during public speaking, trait anxiety, and anxiety-related KSP variables. While additional studies are needed to determine if personality subtypes in SAD differ in etiological and treatment-related factors, the present results demonstrate considerable personality heterogeneity in socially anxious individuals, further underscoring that SAD is a multidimensional disorder.
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Affiliation(s)
| | - Andreas Frick
- The Beijer Laboratory, Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - Kristoffer Månsson
- Department of Psychology, Uppsala University, Uppsala, Sweden
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany and London, United Kingdom
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
| | - Jonas Engman
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Vanda Faria
- Department of Psychology, Uppsala University, Uppsala, Sweden
- Center for Pain and The Brain, Department of Anesthesiology, Harvard Medical School, Boston Children’s Hospital, Perioperative and Pain Medicine, Boston, MA, United States of America
- Department of Otorhinolaryngology, Smell & Taste Clinic, TU Dresden, Dresden, Germany
| | - Olof Hjorth
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | | | - Malin Gingnell
- Department of Psychology, Uppsala University, Uppsala, Sweden
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - Örjan Frans
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Johannes Björkstrand
- Department of Psychology, Uppsala University, Uppsala, Sweden
- Department of Psychology, Lund University, Lund, Sweden
| | - Jörgen Rosén
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Iman Alaie
- Department of Psychology, Uppsala University, Uppsala, Sweden
- Department of Neuroscience, Child and Adolescent Psychiatry, Uppsala University, Uppsala, Sweden
| | - Fredrik Åhs
- Department of Psychology and Social Work, Mid Sweden University, Östersund, Sweden
| | - Clas Linnman
- Harvard Medical School, Spaulding Rehabilitation Hospital, Boston, MA, United States of America
| | - Kurt Wahlstedt
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Maria Tillfors
- Department of Social and Psychological Studies, Karlstad University, Karlstad, Sweden
| | - Ina Marteinsdottir
- Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Mats Fredrikson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Tomas Furmark
- Department of Psychology, Uppsala University, Uppsala, Sweden
- * E-mail:
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Mullins-Sweatt SN, DeShong HL, Lengel GJ, Helle AC, Krueger RF. Disinhibition as a unifying construct in understanding how personality dispositions undergird psychopathology. JOURNAL OF RESEARCH IN PERSONALITY 2019; 80:55-61. [PMID: 31537951 DOI: 10.1016/j.jrp.2019.04.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Disinhibition has been a construct of interest for decades, as evidenced by its inclusion in most prominent models of general personality functioning and its link to personality pathology, other psychopathology, health behaviors, and public health concerns. Disinhibition is manifest in behavioral, task based, and physiological measures, and common etiologies are a major reason for the coherence of the domain across a variety of assessment modalities. The current review will provide a summary of the conceptualization of the construct across prominent models, its link to psychopathology and maladaptive behaviors, and its etiology. Finally, we provide discussion on its clinical application utilizing disinhibition to aid in understanding comorbid psychopathology and through a description of its potential use in treatment.
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Affiliation(s)
| | - Hilary L DeShong
- Mississippi State University, Department of Psychology, Starkville, MS
| | - Gregory J Lengel
- Drake University, Department of Psychology & Neuroscience, Des Moines, IA
| | - Ashley C Helle
- University of Missouri, Department of Psychological Sciences, Columbia, MO
| | - Robert F Krueger
- University of Minnesota, Department of Psychology, Minneapolis, MN
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Tsai MN, Wu CL, Tseng LP, An CP, Chen HC. Extraversion Is a Mediator of Gelotophobia: A Study of Autism Spectrum Disorder and the Big Five. Front Psychol 2018. [PMID: 29515481 PMCID: PMC5826254 DOI: 10.3389/fpsyg.2018.00150] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Previous research has shown that individuals with autism are frequently mocked in their childhood and are consequently more anxious about being ridiculed. Research has also shown that autistic individuals have a higher level of gelotophobia (fear of being laughed at) compared to typically developed individuals. However, recent studies have also found that gelotophobia is strongly related to personality, which suggests that personality is a factor that helps to create a higher level of gelotophobia in autistic individuals. To investigate whether this is the case, we recruited 279 Taiwanese high school students, 123 with autism spectrum disorder (ASD) and 156 typically developed students as a control group. Self-reporting questionnaires were used to gather data on the Big Five personality traits and on the gelotophobia-related traits of gelotophobia, gelotophilia, and katagelasticism. The results were analyzed and the two groups were compared for differences in gelotophobia and personality. The ASD group was found to have a higher level of gelotophobia than the typically developed group, but lower levels of gelotophilia and katagelasticism. Additionally, the ASD group was found to have lower levels of extraversion and agreeableness than the typically developed group, but no significant difference was found between the two groups in terms of conscientiousness, openness, and emotional stability. We then investigated the possible correlations between gelotophobia-related traits and the Big Five, and consequently the mediation effect of the Big Five on gelotophobia. The results show, firstly, that extraversion rather than ASD is a direct factor in gelotophobia. Secondly, the level of gelotophilia was partly influenced by autism but also to a certain extent by the level of extraversion. Lastly, the results indicate that autism and the level of agreeableness are in conflict when predicting the level of katagelasticism.
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Affiliation(s)
- Meng-Ning Tsai
- Department of Educational Psychology and Counseling, National Taiwan Normal University, Taipei, Taiwan
| | - Ching-Lin Wu
- Department of Educational Psychology and Counseling, National Taiwan Normal University, Taipei, Taiwan
| | - Lei-Pin Tseng
- Department of Educational Psychology and Counseling, National Taiwan Normal University, Taipei, Taiwan
| | - Chih-Pei An
- Department of Educational Psychology and Counseling, National Taiwan Normal University, Taipei, Taiwan
| | - Hsueh-Chih Chen
- Department of Educational Psychology and Counseling, National Taiwan Normal University, Taipei, Taiwan
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Abstract
BACKGROUND It is well recognized that an individual's personality characteristics influence their psychological adjustment after stroke. However, there is a lack of research on the reliability of personality inventories for stroke. This study primarily aimed to evaluate the reliability of the Neuroticism, Extroversion, Openness to Experience (NEO)-Five Factor Inventory (NEO-FFI) for assessing pre-morbid personality and personality changes after stroke. Further aims were to investigate changes in personality during the hospital-to-home transition period and examine associations between personality and mood. METHODS Forty participants with stroke (52.5% male, M age=65.55 years) were recruited at time of hospital discharge and completed the NEO-FFI, Centre for Epidemiologic Studies - Depression and Geriatric Anxiety Inventory. Significant others completed an informant version of the NEO-FFI. Stroke participants were re-assessed on the NEO-FFI at 1-month and 4-months post-discharge. Forty matched controls also completed the NEO-FFI. RESULTS Internal consistency was adequate for the NEO-FFI (α=0.57-0.86), although low for agreeableness. There was fair to excellent concordance between self-rated and informant versions of the NEO-FFI (ICC=0.58-0.78). Significant positive associations were found between neuroticism and mood (r=0.50-0.68), and significant negative associations were found between extraversion and mood (r=-0.33-0.36) and agreeableness and anxiety (r=-0.43). Self-ratings of stroke participants on the NEO-FFI at discharge did not significantly differ from matched controls. Extraversion levels significantly decreased, and agreeableness levels significantly increased between discharge and 1- and 4-months post-discharge. CONCLUSIONS Overall, the results support the reliability of the NEO-FFI for assessing personality characteristics in the context of stroke.
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Dekker K, Blanken TF, Van Someren EJW. Insomnia and Personality-A Network Approach. Brain Sci 2017; 7:brainsci7030028. [PMID: 28257084 PMCID: PMC5366827 DOI: 10.3390/brainsci7030028] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 02/22/2017] [Accepted: 02/28/2017] [Indexed: 01/05/2023] Open
Abstract
Studies on personality traits and insomnia have remained inconclusive about which traits show the most direct associations with insomnia severity. It has moreover hardly been explored how traits relate to specific characteristics of insomnia. We here used network analysis in a large sample (N = 2089) to obtain an integrated view on the associations of personality traits with both overall insomnia severity and different insomnia characteristics, while distinguishing direct from indirect associations. We first estimated a network describing the associations among the five factor model personality traits and overall insomnia severity. Overall insomnia severity was associated with neuroticism, agreeableness, and openness. Subsequently, we estimated a separate network describing the associations among the personality traits and each of the seven individual items of the Insomnia Severity Index. This revealed relatively separate clusters of daytime and nocturnal insomnia complaints, that both contributed to dissatisfaction with sleep, and were both most directly associated with neuroticism and conscientiousness. The approach revealed the strongest direct associations between personality traits and the severity of different insomnia characteristics and overall insomnia severity. Differentiating them from indirect associations identified the targets for improving Cognitive Behavioral Therapy for insomnia with the highest probability of effectively changing the network of associated complaints.
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Affiliation(s)
- Kim Dekker
- Department of Sleep and Cognition, Netherlands Institute for Neuroscience, Meibergdreef 47, Amsterdam 1105 BA, The Netherlands.
| | - Tessa F Blanken
- Department of Sleep and Cognition, Netherlands Institute for Neuroscience, Meibergdreef 47, Amsterdam 1105 BA, The Netherlands.
- Department of Integrative Neurophysiology and Psychiatry, Center for Neurogenomics and Cognitive Research (CNCR), Neuroscience Campus Amsterdam, VU University and Medical Center, A.J. Ernststraat 1187, Amsterdam 1081 HL, The Netherlands.
| | - Eus J W Van Someren
- Department of Sleep and Cognition, Netherlands Institute for Neuroscience, Meibergdreef 47, Amsterdam 1105 BA, The Netherlands.
- Department of Integrative Neurophysiology and Psychiatry, Center for Neurogenomics and Cognitive Research (CNCR), Neuroscience Campus Amsterdam, VU University and Medical Center, A.J. Ernststraat 1187, Amsterdam 1081 HL, The Netherlands.
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Bagby RM, Gralnick TM, Al‐Dajani N, Uliaszek AA. The role of the five‐factor model in personality assessment and treatment planning. CLINICAL PSYCHOLOGY-SCIENCE AND PRACTICE 2016. [DOI: 10.1111/cpsp.12175] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Jeronimus BF, Kotov R, Riese H, Ormel J. Neuroticism's prospective association with mental disorders halves after adjustment for baseline symptoms and psychiatric history, but the adjusted association hardly decays with time: a meta-analysis on 59 longitudinal/prospective studies with 443 313 participants. Psychol Med 2016; 46:2883-2906. [PMID: 27523506 DOI: 10.1017/s0033291716001653] [Citation(s) in RCA: 150] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND This meta-analysis seeks to quantify the prospective association between neuroticism and the common mental disorders (CMDs, including anxiety, depression, and substance abuse) as well as thought disorders (psychosis/schizophrenia) and non-specific mental distress. Data on the degree of confounding of the prospective association of neuroticism by baseline symptoms and psychiatric history, and the rate of decay of neuroticism's effect over time, can inform theories about the structure of psychopathology and role of neuroticism, in particular the vulnerability theory. METHOD This meta-analysis included 59 longitudinal/prospective studies with 443 313 participants. RESULTS The results showed large unadjusted prospective associations between neuroticism and symptoms/diagnosis of anxiety, depression, and non-specific mental distress (d = 0.50-0.70). Adjustment for baseline symptoms and psychiatric history reduced the associations by half (d = 0.10-0.40). Unadjusted prospective associations for substance abuse and thought disorders/symptoms were considerably weaker (d = 0.03-0.20), but were not attenuated by adjustment for baseline problems. Unadjusted prospective associations were four times larger over short (<4 year) than long (⩾4 years) follow-up intervals, suggesting a substantial decay of the association with increasing time intervals. Adjusted effects, however, were only slightly larger over short v. long time intervals. This indicates that confounding by baseline symptoms and psychiatric history masks the long-term stability of the neuroticism vulnerability effect. CONCLUSION High neuroticism indexes a risk constellation that exists prior to the development and onset of any CMD. The adjusted prospective neuroticism effect remains robust and hardly decays with time. Our results underscore the need to focus on the mechanisms underlying this prospective association.
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Affiliation(s)
- B F Jeronimus
- Department of Psychiatry,University of Groningen, University Medical Center Groningen,Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE),Groningen,The Netherlands
| | - R Kotov
- Department of Psychiatry,Stony Brook University,NY,USA
| | - H Riese
- Department of Psychiatry,University of Groningen, University Medical Center Groningen,Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE),Groningen,The Netherlands
| | - J Ormel
- Department of Psychiatry,University of Groningen, University Medical Center Groningen,Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE),Groningen,The Netherlands
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Kaplan SC, Levinson CA, Rodebaugh TL, Menatti A, Weeks JW. Social anxiety and the Big Five personality traits: the interactive relationship of trust and openness. Cogn Behav Ther 2015; 44:212-22. [PMID: 25705989 DOI: 10.1080/16506073.2015.1008032] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
It is well established that social anxiety (SA) has a positive relationship with neuroticism and a negative relationship with extraversion. However, findings on the relationships between SA and agreeableness, conscientiousness, and openness to experience are mixed. In regard to facet-level personality traits, SA is negatively correlated with trust (a facet of agreeableness) and self-efficacy (a facet of conscientiousness). No research has examined interactions among the Big Five personality traits (e.g., extraversion) and facet levels of personality in relation to SA. In two studies using undergraduate samples (N = 502; N = 698), we examined the relationships between trust, self-efficacy, the Big Five, and SA. SA correlated positively with neuroticism, negatively with extraversion, and had weaker relationships with agreeableness, openness, and trust. In linear regression predicting SA, there was a significant interaction between trust and openness over and above gender. In addition to supporting previous research on SA and the Big Five, we found that openness is related to SA for individuals low in trust. Our results suggest that high openness may protect against the higher SA levels associated with low trust.
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Affiliation(s)
- Simona C Kaplan
- a Department of Psychology , Washington University in St. Louis , St. Louis , USA
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Abstract
The pervasive effect of personality disorder is often overlooked in clinical practice, both as an important moderator of mental state and physical disorders, and as a disorder that should be recognised and managed in its own right. Contemporary research has shown that maladaptive personality (when personality traits are extreme and associated with clinical distress or psychosocial impairment) is common, can be recognised early in life, evolves continuously across the lifespan, and is more plastic than previously believed. These new insights offer opportunities to intervene to support more adaptive development than before, and research shows that such intervention can be effective. Further research is needed to improve classification, assessment, and diagnosis of personality disorder across the lifespan; to understand the complex interplay between changes in personality traits and clinical presentation over time; and to promote more effective intervention at the earliest possible stage of the disorder than is done at present. Recognition of how personality disorder relates to age and developmental stage can improve care of all patients.
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Affiliation(s)
- Giles Newton-Howes
- University of Otago, Wellington, New Zealand; Imperial College, Hammersmith, London, UK.
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- Orygen, the National Centre of Excellence in Youth Mental Health, Melbourne, VIC, Australia; Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia
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Gabrielsen LE, Watten RG, Ulleberg P. Differences on adolescent life goal profile scale between a clinical and non-clinical adolescent sample. Int J Psychiatry Clin Pract 2013; 17:244-52. [PMID: 23116240 DOI: 10.3109/13651501.2012.745573] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE This study aimed to determine similarities and differences on perceived importance and perceived attainability of life goals between a clinical and non-clinical adolescent sample. METHOD 244 students and 54 adolescent patients completed the Adolescent Life Goal Profile Scale (ALGPS). The ALGPS measures perceived importance and perceived attainability of four main life goal categories: Relations, Generativity, Religion, and Achievements. As a control, we used five measures of mental health, quality of life, and personality. RESULTS There were no differences on perceived importance on the Generativity, Religion, and Achievement life goal factor, but patients perceived relation-oriented goals less important than non-patients. Perceived attainability of life goals factors was lower for patients on all life goals except for Generativity. Compared to non-patients, patients were less happy and satisfied and had lower sense of coherence and self-efficacy. Patients were also less emotionally stable, had lower conscientiousness, but higher intellect. CONCLUSIONS Though patients appear less content with life in general than non-patients, chances are that they uphold their concern and care for others, remain devoted in their religious stand, and stay committed to their achievement-related goals. The lower perceived importance of relations within the patient group should be awarded clinical attention.
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Affiliation(s)
- Leiv E Gabrielsen
- Department of Child and Adolescent Mental Health, Sørlandet Hospital Health Enterprise, South-Eastern Norway Regional Health Authority , Kristiansand , Norway
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