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Mendorf S, Heimrich KG, Mühlhammer HM, Schönenberg A, Prell T. The influence of the Big Five inventory on quality of life in people with Parkinson's disease aged 50 and above: A Longitudinal Analysis from the Survey of Health, Aging and Retirement in Europe (SHARE). PLoS One 2025; 20:e0322089. [PMID: 40445928 PMCID: PMC12124528 DOI: 10.1371/journal.pone.0322089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 03/17/2025] [Indexed: 06/02/2025] Open
Abstract
BACKGROUND Parkinson's disease (PD) significantly reduces quality of life (QoL), particularly due to its complex interplay of motor and nonmotor symptoms. While personality traits influence QoL in chronic diseases, their longitudinal effects in people with PD (PwPD) remain underexplored. This study evaluates the longitudinal predictive influence of neuroticism, conscientiousness, and openness on QoL in PwPD over two waves of the Survey of Health, Aging, and Retirement in Europe (SHARE). METHODS This study utilized longitudinal data from 100 PwPD participants in waves 7 and 8 of the Survey of Health, Aging, and Retirement in Europe (SHARE). QoL was assessed using the CASP-12 scale, while personality traits were measured with the Big Five Inventory (BFI-10). Linear regressions and generalized estimating equations (GEE) were used to examine cross-sectional and longitudinal associations between personality traits and QoL, controlling for sociodemographic, psychosocial, and health-related variables. RESULTS Neuroticism was consistently associated with lower QoL across all analyses. Cross-sectional results showed neuroticism as the strongest predictor of QoL decline in wave 7 (beta = -0.33, p < 0.001), and longitudinal GEE analyses confirmed its predictive effect (beta = -0.03, p = 0.007). Conscientiousness and openness showed limited and inconsistent associations with QoL. Beyond personality traits, depressive symptoms and mobility limitations were found to substantially impact QoL, influencing the effects of neuroticism. CONCLUSIONS Neuroticism plays a pivotal role in predicting QoL decline in PwPD, highlighting its utility as a target for psychological interventions aimed at emotional regulation and resilience building. While depressive symptoms and mobility limitations also contribute, integrating personality assessments into care strategies may improve outcomes. These findings advocate for a multidimensional approach to managing PD that addresses both clinical and psychological factors.
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Affiliation(s)
- Sarah Mendorf
- Department of Neurology, University Hospital Jena, Jena, Germany
| | - Konstantin G. Heimrich
- Department of Neurology, University Hospital Jena, Jena, Germany
- Department of Geriatrics, University Hospital Jena, Jena, Germany
| | - Hannah M. Mühlhammer
- Department of Neurology, University Hospital Jena, Jena, Germany
- Department of Geriatrics, University Hospital Halle, Halle, Germany
| | | | - Tino Prell
- Department of Neurology, University Hospital Jena, Jena, Germany
- Department of Geriatrics, University Hospital Halle, Halle, Germany
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Rhee TM, Lee KY, Choi J, Choi EK, Ahn HJ, Lee SR, Oh S, Lip GYH. Neuroticism and sudden cardiac death: a prospective cohort study from UK biobank. Clin Res Cardiol 2025; 114:443-451. [PMID: 37638986 DOI: 10.1007/s00392-023-02289-y] [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: 06/09/2023] [Accepted: 08/16/2023] [Indexed: 08/29/2023]
Abstract
OBJECTIVE There is a paucity of evidence on the risk of sudden cardiac death (SCD) according to the degree of neuroticism. We sought to evaluate the association between neuroticism and the long-term risk of SCD. METHODS From the UK Biobank nationwide prospective cohort, participants free from previous SCD, ventricular arrhythmias, implantable cardioverter-defibrillator (ICD) insertion, depression, schizophrenia, and bipolar disorder were selected. The 12-item scale of neuroticism measurement (neuroticism score) was categorized into high (≥ 3) and low (< 3) groups. The primary outcome was SCD including ventricular fibrillation (VF) at median 12.6 years of follow-up. The outcomes were compared between the groups using multivariable Cox regression and inverse probability of treatment weighting (IPTW). RESULTS A total of 377,563 participants (aged 56.5 ± 8.1, 53.1% women) were analyzed. The high neuroticism score group had a significantly lower risk of SCD (adjusted hazard ratio [aHR] = 0.87, 95% confidence interval [CI] 0.79-0.96, P = 0.007; IPTW-adjusted HR [IPTW-HR] 0.87 [0.77-0.97], P = 0.016) than the low neuroticism score group. The effect of a high neuroticism score on the decreased risk of SCD was more prominent in women (IPTW-HR 0.71 [0.56-0.89], P = 0.003) than in men (IPTW-HR 0.93 [0.82-1.07], P = 0.305, P-for-interaction = 0.043). Sex differences were observed among independent predictors for incident SCD, emphasizing the protective role of a high neuroticism score and moderate-to-vigorous physical activity only in women. CONCLUSIONS A high neuroticism score was significantly associated with a lower risk of SCD, particularly in women. Efforts to unveil the causal and mechanistic relationship between personality phenotypes and the risk of SCD should be continued.
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Affiliation(s)
- Tae-Min Rhee
- Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - Kyung-Yeon Lee
- Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - JungMin Choi
- Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - Eue-Keun Choi
- Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea.
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.
| | - Hyo-Jeong Ahn
- Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - So-Ryoung Lee
- Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Seil Oh
- Department of Internal Medicine, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Gregory Y H Lip
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Chest and Heart Hospital, Liverpool, UK
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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Huang S, Zhang Y, Ma L, Wu B, Feng J, Cheng W, Yu J. Neuroticism is associated with future disease and mortality risks. Chin Med J (Engl) 2025:00029330-990000000-01473. [PMID: 40082259 DOI: 10.1097/cm9.0000000000003503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Indexed: 03/16/2025] Open
Abstract
BACKGROUND Neuroticism has been associated with numerous health outcomes. However, most research has focused on a single specific disorder and has produced controversial results, particularly regarding mortality risk. Here, we aimed to examine the association of neuroticism with morbidity and mortality and to elucidate how neuroticism affects trajectories from a healthy state, to one or more neuroticism-related disorders, and subsequent mortality risk. METHODS We included 483,916 participants from the UK Biobank at baseline (2006-2010). Neuroticism was measured using the Eysenck Personality Questionnaire. Three clusters were constructed, including worry, depressed affect, and sensitivity to environmental stress and adversity (SESA). Cox proportional hazards regression and multistate models were used. Linear regression was used to examine the association between neuroticism and immune parameters and neuroimaging measures. RESULTS High neuroticism was associated with 37 non-overlapping diseases, including increased risk of infectious, cardiometabolic, neuropsychiatric, digestive, respiratory diseases, and decreased risk of cancer. After adjustment for sociodemographic variables, physical measures, healthy behaviors, and baseline diagnoses, moderate-to-high neuroticism was associated with a decreased risk of all-cause mortality. In multistate models, high neuroticism was associated with an increased risk of transitions from a healthy state to a first neuroticism-related disease (hazard ratio [HR] [95% confidence interval (CI)] = 1.09 [1.05-1.13], P <0.001) and subsequent transitions to multimorbidity (1.08 [1.02-1.14], P = 0.005), but was associated with a decreased risk of transitions from multimorbidity to death (0.90 [0.84-0.97], P for trend = 0.006). The leading neuroticism cluster showing a detrimental role in the health-illness transition was depressed affect, which correlated with higher amygdala volume and lower insula volume. The protective effect of neuroticism against mortality was mainly contributed by the SESA (sensitivity to environmental stress and adversity) cluster, which, unlike the other two clusters, did not affect the balance between innate and adaptive immunity. CONCLUSION This study provides new insights into the differential role of neuroticism in health outcomes and into new perspectives for establishing mortality prevention programs for patients with multimorbidity.
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Affiliation(s)
- Shuyi Huang
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai 200040, China
| | - Yaru Zhang
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai 200040, China
| | - Lingzhi Ma
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, Shandong 266000, China
| | - Bangsheng Wu
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai 200040, China
| | - Jianfeng Feng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai 200040, China
| | - Wei Cheng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai 200040, China
| | - Jintai Yu
- Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai 200040, China
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Li Y, Yu JL, Wang SY, Xie LX, Hong JL, Liu S. Effect of insomnia on anxiety and depression: Mediation of cognitive failures and moderated mediation of neuroticism. World J Psychiatry 2025; 15:101026. [PMID: 39974482 PMCID: PMC11758045 DOI: 10.5498/wjp.v15.i2.101026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 12/01/2024] [Accepted: 12/25/2024] [Indexed: 01/14/2025] Open
Abstract
BACKGROUND The coronavirus disease 2019 pandemic has had an ongoing impact on the public's mental health that requires long-term attention. Exploring the relationship between mental health indicators would aid in identifying solutions to improve public mental health. AIM To investigate the prevalence of anxiety, depression, and insomnia and explore the relationship among neuroticism, cognitive failures, and mental health. METHODS A cross-sectional survey was conducted in December 2023 using an online platform to recruit adult participants. The neuroticism, subjective cognitive function, and mental health of the participants were assessed using the neuroticism subscale of the Chinese Big Five Personality Inventory Brief Version, cognitive failures questionnaire, generalized anxiety disorder-7, patient health questionnaire-9, and insomnia severity index. Pearson's correlation analysis, independent samples t-tests, one-way analysis of variance, and structural equation model were used to examine the relationship between mental health indicators. RESULTS A total of 1011 valid questionnaires were collected, of which 343 were completed by male (33.93%) respondents and 668 were completed by female (66.07%) respondents. The rates of anxiety, depression, and insomnia were 41.3%, 44.6%, and 36.3%, respectively, most cases of which were mild. Among the mental health indicators, there were significant differences by age and between those with siblings and those who were only children. Neuroticism and cognitive failures were significantly positively correlated with mental health indicators. Further moderated mediation analysis showed that cognitive failures mediated the relationship between insomnia and anxiety and between insomnia and depression, with neuroticism moderating the first half of this pathway and the effect being greater in the low-neuroticism group. CONCLUSION Cognitive failures and neuroticism play important roles in mental health. Therefore, enhancing subjective cognitive function and regulating emotional stability may contribute to the improvement of mental health.
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Affiliation(s)
- Yue Li
- Department of Psychiatry, First Hospital of Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
- Shanxi Key Laboratory of Artificial Intelligence Assisted Diagnosis and Treatment for Mental Disorder, First Hospital of Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
| | - Jia-Long Yu
- Department of Humanities and Social Science, Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
| | - Shu-Yi Wang
- Department of Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
| | - Lu-Xin Xie
- Department of Humanities and Social Science, Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
| | - Jia-Long Hong
- Department of Humanities and Social Science, Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
| | - Sha Liu
- Department of Psychiatry, First Hospital of Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
- Shanxi Key Laboratory of Artificial Intelligence Assisted Diagnosis and Treatment for Mental Disorder, First Hospital of Shanxi Medical University, Taiyuan 030001, Shanxi Province, China
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Arend I, Yuen K. Association between healthy neuroticism and eating behavior as revealed by the NKI Rockland Sample. Sci Rep 2025; 15:5858. [PMID: 39966450 PMCID: PMC11836064 DOI: 10.1038/s41598-025-85750-4] [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: 07/23/2024] [Accepted: 01/06/2025] [Indexed: 02/20/2025] Open
Abstract
Trait neuroticism predicts an increased risk of mortality. However, high levels of both neuroticism and conscientiousness (i.e., healthy neuroticism) are associated with various positive health behaviors. Eating behavior is a modifiable risk factor for obesity and metabolic diseases. This study investigated the cross-sectional and longitudinal associations between healthy neuroticism and eating behaviors. The data from the Nathan Kline Institute for Psychiatric Research-Rockland Sample included 712 adults with complete assessments of personality, eating behaviors, and metabolic markers. Linear and mixed linear regression models were used to examine cross-sectional and longitudinal associations of eating behaviors and personality traits, adjusting for sociodemographics, sleep quality, and body mass index (BMI). Healthy neuroticism cross-sectionally predicted the disinhibition and hunger dimensions of eating behavior, a result that withstood the inclusion of disease burden, clinical metabolic markers, and other personality traits. Longitudinally, healthy neuroticism did not predict changes in eating behavior. Greater conscientiousness scores were associated with increased restraint. These findings provide the first evidence that neuroticism is associated with less maladaptive eating behavior when modulated by conscientiousness. The implications of these associations for the relationships between eating behavior, metabolic health, and personality are discussed.
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Affiliation(s)
- Isabel Arend
- The Joseph Sagol Neuroscience Center, Sheba Medical Center, Tel-Hashomer, Israel.
| | - Kenneth Yuen
- Neuroimaging Center (NIC), Focus Programme Translational Neuroscience (FTN), Johannes Gutenberg University Medical Center Mainz, Mainz, Germany
- Leibniz Institute for Resilience Research (LIR), Mainz, Germany
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Deason KG, Luchetti M, Karakose S, Stephan Y, O'Súilleabháin PS, Hajek A, Sutin AR, Terracciano A. Neuroticism, loneliness, all-cause and cause-specific mortality: A 17-year study of nearly 500,000 individuals. J Affect Disord 2025; 368:274-281. [PMID: 39288835 PMCID: PMC11840298 DOI: 10.1016/j.jad.2024.09.077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 08/28/2024] [Accepted: 09/13/2024] [Indexed: 09/19/2024]
Abstract
BACKGROUND Neuroticism is related to mental and physical health. This study examined whether neuroticism and its underlying components were associated with risk of all-cause and cause-specific mortality. METHODS Community-dwelling adults (N = 491,323) in the UK Biobank completed a neuroticism scale between 2006 and 2010. Vital status was tracked up to December 2022 via linkage with the UK National Health Service. RESULTS Over 17 years of follow-up, 43,400 (8.8 %) participants died. Accounting for age, sex, and ethnicity, participants who scored 1 SD higher on neuroticism had a 10 % greater risk of dying (HR = 1.10, 95%CI = 1.09-1.11), an association that remained significant but was explained partly by socioeconomic status, health behaviors, and chronic conditions. Item-level analyses found that loneliness was the neuroticism item most predictive of mortality (HR = 1.46, 95%CI = 1.43-1.49), especially in males. Neuroticism and loneliness were more predictive of mortality among relatively younger adults and those with lower education. Among the causes of death, neuroticism and loneliness had the strongest association with deaths due to intentional self-harm, respiratory and digestive system diseases. LIMITATIONS Loneliness was assessed with a single item. The associations could be due to increases in neuroticism and loneliness approaching death. However, contrary to expectations from reverse causality, the associations were similar when excluding deaths within the first five or ten years of follow-up. Future research should examine whether findings from this high-income country replicate in middle- and lower-income communities. CONCLUSIONS Loneliness was the component of neuroticism most strongly associated with premature mortality, including from intentional self-harm, respiratory, and digestive system causes of death.
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Affiliation(s)
| | | | - Selin Karakose
- Florida State University College of Medicine, Tallahassee, USA
| | - Yannick Stephan
- University of Montpellier, Euromov, UFRSTAPS, Montpellier, France
| | - Páraic S O'Súilleabháin
- University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Ireland
| | - Andre Hajek
- Department of Health Economics and Health Services Research, University Medical Center Hamburg-Eppendorf, Hamburg Center for Health Economics, Hamburg, Germany
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Akbarian N, Ebrahimi M, Dos Santos FC, Afjeh SS, Abdelhack M, Sanches M, Diaconescu AO, Rajji TK, Felsky D, Zai CC, Kennedy JL. Examining the Role of Neuroticism Polygenic Risk in Late Life Cognitive Change: A UK Biobank Study. Behav Sci (Basel) 2024; 14:876. [PMID: 39457748 PMCID: PMC11504883 DOI: 10.3390/bs14100876] [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: 08/06/2024] [Revised: 09/20/2024] [Accepted: 09/23/2024] [Indexed: 10/28/2024] Open
Abstract
Cognitive decline is a public health concern affecting about 50 million individuals worldwide. Neuroticism, defined as the trait disposition to experience intense and frequent negative emotions, has been associated with an increased risk of late-life cognitive decline. However, the underlying biological mechanisms of this association remain unknown. This study investigated the relationship between genetic predisposition to neuroticism, computed by polygenic risk score (PRS), and performance in cognitive domains of reasoning, processing speed, visual attention, and memory in individuals over age 60. The sample consisted of UK Biobank participants with genetic and cognitive data available (N = 10,737, 4686 females; mean age = 63.4 ± 2.71). The cognitive domains were assessed at baseline for all participants and seven years later for a subset (N = 645, 262 females; mean age = 62.9 ± 2.44). Neuroticism PRS was not associated cross-sectionally with cognitive measures (p > 0.05). However, the trajectory of change for processing speed (β = 0.020; 95% CI = [0.006, 0.035], adjusted p = 0.0148), visual attention (β = -0.077; 95% CI = [-0.0985, -0.0553], adjusted p = 1.412 × 10-11), and memory (β = -0.033; 95% CI = [-0.0535, -0.0131], adjusted p = 0.005) was significantly associated with neuroticism PRS. Specifically, a higher genetic predisposition to neuroticism was associated with less decline in these cognitive domains. This trend persisted after sensitivity analysis using complete cases, although it only remained nominally significant for visual attention.
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Affiliation(s)
- Niki Akbarian
- Tanenbaum Centre for Pharmacogenetics, Molecular Brain Science, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada; (N.A.); (C.C.Z.)
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada (T.K.R.); (D.F.)
| | - Mahbod Ebrahimi
- Tanenbaum Centre for Pharmacogenetics, Molecular Brain Science, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada; (N.A.); (C.C.Z.)
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada (T.K.R.); (D.F.)
| | - Fernanda C. Dos Santos
- Tanenbaum Centre for Pharmacogenetics, Molecular Brain Science, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada; (N.A.); (C.C.Z.)
| | - Sara Sadat Afjeh
- Tanenbaum Centre for Pharmacogenetics, Molecular Brain Science, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada; (N.A.); (C.C.Z.)
| | - Mohamed Abdelhack
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada
| | - Marcos Sanches
- Biostatistics Core, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada
| | - Andreea O. Diaconescu
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada (T.K.R.); (D.F.)
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada
| | - Tarek K. Rajji
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada (T.K.R.); (D.F.)
- Adult Neurodevelopment and Geriatric Psychiatry Division, Centre for Addiction and Mental Health, Toronto, ON M6J 1H4, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
| | - Daniel Felsky
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada (T.K.R.); (D.F.)
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada
| | - Clement C. Zai
- Tanenbaum Centre for Pharmacogenetics, Molecular Brain Science, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada; (N.A.); (C.C.Z.)
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada (T.K.R.); (D.F.)
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - James L. Kennedy
- Tanenbaum Centre for Pharmacogenetics, Molecular Brain Science, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON M5T 1R8, Canada; (N.A.); (C.C.Z.)
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada (T.K.R.); (D.F.)
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
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Weiss A, Luciano M, Aluja A. Associations Between a General Factor and Group Factor from the Spanish-Language Eysenck Personality Questionnaire-Revised Short Form's Neuroticism Scale and the Revised NEO Personality Inventory Domains and Facets. J Pers Assess 2024; 106:584-594. [PMID: 38457531 DOI: 10.1080/00223891.2024.2307885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 01/08/2024] [Indexed: 03/10/2024]
Abstract
Prior studies used exploratory bifactor analyses to examine the structure of the Neuroticism scale from the Short-scale Eysenck Personality Questionnaire-Revised (EPQ-RS). These studies revealed a general factor and two group factors-Anxious-Tense and Worried-Vulnerable. These factors were related to poorer mental health, but their associations with physical health differed, as did their genetic and neurobiological underpinnings. A later study found that their associations with the Big Five Inventory-2 Short Form's factors and facets differed. We reanalyzed data on 1,006 Spanish students who completed Spanish-language versions of the EPQ-RS and the Revised NEO Personality Inventory (NEO PI-R). Using confirmatory factor analysis, we showed that a model comprising the general factor and a group factor-Anxious-Tense-fit well. In later correlations, a joint factor analysis, and simultaneous multiple regressions, we showed that the EPQ-RS's general factor and the group factor had different patterns of associations with the NEO PI-R domains and facets. These associations were consistent with the definition of the EPQ-RS Neuroticism scale's general factor and that of the group factor. Further investigation into the EPQ-RS Neuroticism scale's structure can improve our understanding of neuroticism's relationship with health and other outcomes.
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Affiliation(s)
- Alexander Weiss
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, The University of Edinburgh
| | - Michelle Luciano
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, The University of Edinburgh
| | - Anton Aluja
- Department of Psychology, Universitat de Lleida, and Lleida Institute for Biomedical Research
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Xie JW, Guo YF, Wang M, Tong ML, Zhu XZ, Lin LR. Syphilis susceptibility factors atlas: A wide-angled Mendelian randomization study. Prev Med 2024; 185:108033. [PMID: 38851401 DOI: 10.1016/j.ypmed.2024.108033] [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: 03/11/2024] [Revised: 06/03/2024] [Accepted: 06/05/2024] [Indexed: 06/10/2024]
Abstract
OBJECTIVE The pathogenic mechanisms of syphilis and the host defense mechanisms against syphilis remain poorly understood. Exploration of the susceptibility factors of syphilis may provide crucial clues for unraveling its underlying mechanisms. METHODS A two-sample Mendelian Randomization framework was utilized, and the inverse-variance weighted method was used as the main analysis. All data was sourced from Genome-wide association studies datasets from 2015 to 2022 in Europe, and all participants were of European descent. Only summary-level statistics were used. Sensitivity analyses were conducted to evaluate the heterogeneity and pleiotropy of the datasets. RESULTS Our study established 18 exposure factors (12 risk factors and 6 protective factors) for syphilis susceptibility. Twelve factors encompassing body mass index, waist circumference, darker natural skin, cooked vegetable intake, processed meat intake, diabetes mellitus, glucose regulation disorders, gout, autoimmune diseases, rheumatoid arthritis, diverticulitis, and longer menstrual cycles were found to increase susceptibility to syphilis. In contrast, 6 factors including easier skin tanning, blonde natural hair color, irritability, higher neuroticism scores, extended sleep duration, and delayed age at first sexual intercourse were connected to a reduced risk of syphilis infection (all P < 0.05). CONCLUSIONS This study identified 18 influencing factors of syphilis susceptibility. These findings offered novel insights for further probing into the underlying pathogenic mechanisms of syphilis and underscored the importance of multifaceted prevention strategies against syphilis.
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Affiliation(s)
- Jia-Wen Xie
- Center of Clinical Laboratory, Zhongshan Hospital Xiamen University, School of Medicine, Xiamen University, Xiamen, China; Institute of Infectious Disease, School of Medicine, Xiamen University, Xiamen, China
| | - Yin-Feng Guo
- Center of Clinical Laboratory, Zhongshan Hospital Xiamen University, School of Medicine, Xiamen University, Xiamen, China; Institute of Infectious Disease, School of Medicine, Xiamen University, Xiamen, China
| | - Mao Wang
- Center of Clinical Laboratory, Zhongshan Hospital Xiamen University, School of Medicine, Xiamen University, Xiamen, China; Institute of Infectious Disease, School of Medicine, Xiamen University, Xiamen, China
| | - Man-Li Tong
- Center of Clinical Laboratory, Zhongshan Hospital Xiamen University, School of Medicine, Xiamen University, Xiamen, China; Institute of Infectious Disease, School of Medicine, Xiamen University, Xiamen, China
| | - Xiao-Zhen Zhu
- Center of Clinical Laboratory, Zhongshan Hospital Xiamen University, School of Medicine, Xiamen University, Xiamen, China; Institute of Infectious Disease, School of Medicine, Xiamen University, Xiamen, China
| | - Li-Rong Lin
- Center of Clinical Laboratory, Zhongshan Hospital Xiamen University, School of Medicine, Xiamen University, Xiamen, China; Institute of Infectious Disease, School of Medicine, Xiamen University, Xiamen, China.
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Yu Q, Schaefer SM, Davidson RJ, Kitayama S. Behavioral adjustment moderates the effect of neuroticism on brain volume relative to intracranial volume. J Pers 2024; 92:948-956. [PMID: 37311929 PMCID: PMC10716358 DOI: 10.1111/jopy.12858] [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: 10/25/2022] [Revised: 05/23/2023] [Accepted: 05/31/2023] [Indexed: 06/15/2023]
Abstract
OBJECTIVE The present study examined whether the effect of neuroticism on brain structure is moderated by behavioral adjustment. BACKGROUND Neuroticism is widely thought to be harmful to health. However, recent work using proinflammatory biomarkers showed that this effect depends on behavioral adjustment, the willingness and ability to adjust and cope with environmental contingencies, such as different opinions of others or unpredictable life situations. Here, we sought to extend this observation to "brain health" by testing total brain volume (TBV). METHOD Using a community sample of 125 Americans, we examined structural magnetic resonance imaging of the brain and quantified TBV. We tested whether the effect of neuroticism on TBV was moderated by behavioral adjustment, net of intracranial volume, age, sex, educational achievement, and race. RESULTS Behavioral adjustment significantly moderated the effect of neuroticism on TBV, such that neuroticism was associated with lower TBV only when behavioral adjustment was low. There was no such effect when behavioral adjustment was high. CONCLUSION The present findings suggest that neuroticism is not debilitating to those who constructively cope with stress. Implications are further discussed.
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Affiliation(s)
- Qinggang Yu
- Department of Psychology, University of Michigan, Ann Arbor, Michigan, USA
| | - Stacey M. Schaefer
- Center for Healthy Minds, University of Wisconsin Madison, Madison, Wisconsin, USA
| | - Richard J. Davidson
- Center for Healthy Minds, University of Wisconsin Madison, Madison, Wisconsin, USA
| | - Shinobu Kitayama
- Department of Psychology, University of Michigan, Ann Arbor, Michigan, USA
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11
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Xia D, Han X, Zeng Y, Wang J, Xu K, Zhang T, Jiang Y, Chen X, Song H, Suo C. Disease trajectory of high neuroticism and the relevance to psychiatric disorders: A retro-prospective cohort study. Acta Psychiatr Scand 2024; 149:133-146. [PMID: 38057974 DOI: 10.1111/acps.13645] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/06/2023] [Accepted: 11/23/2023] [Indexed: 12/08/2023]
Abstract
BACKGROUND Neuroticism is a psychological personality trait that has a significant impact on public health and is also a potential predisposing factor for adverse disease outcomes; however, comprehensive studies of the subsequently developed conditions are lacking. The starting point of disease trajectory in terms of genetic variation remains unclear. METHOD Our study included 344,609 adult participants from the UK Biobank cohort who were virtually followed up from January 1, 1997. Neuroticism levels were assessed using 12 items from the Eysenck Personality Questionnaire. We performed a phenome-wide association analysis of neuroticism and subsequent diseases. Binomial tests and logistic regression models were used to test the temporal directionality and association between disease pairs to construct disease trajectories. We also investigated the association between polygenic risk scores (PRSs) for five psychiatric traits and high neuroticism. RESULTS The risk for 59 diseases was significantly associated with high neuroticism. Depression, anxiety, irritable bowel syndrome, migraine, spondylosis, and sleep disorders were the most likely to develop, with hazard ratios of 6.13, 3.66, 2.28, 1.74, 1.74, and 1.71, respectively. The disease trajectory network revealed two major disease clusters: cardiometabolic and chronic inflammatory diseases. Medium/high genetic risk groups stratified by the PRSs of four psychiatric traits were associated with an elevated risk of high neuroticism. We further identified eight complete phenotypic trajectory clusters of medium or high genetic risk for psychotic, anxiety-, depression-, and stress-related disorders. CONCLUSION Neuroticism plays an important role in the development of somatic and mental disorders. The full picture of disease trajectories from the genetic risk of psychiatric traits and neuroticism in early life to a series of diseases later provides evidence for future research to explore the etiological mechanisms and precision management.
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Affiliation(s)
- Ding Xia
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, China
- Ministry of Education Key Laboratory of Public Health Safety, Fudan University, Shanghai, China
| | - Xin Han
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Yu Zeng
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Jingru Wang
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, China
- Ministry of Education Key Laboratory of Public Health Safety, Fudan University, Shanghai, China
| | - Kelin Xu
- Ministry of Education Key Laboratory of Public Health Safety, Fudan University, Shanghai, China
- Department of Biostatistics, School of Public Health, Shanghai, China
- Taizhou Institute of Health Sciences, Fudan University, Taizhou, China
| | - Tiejun Zhang
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, China
- Ministry of Education Key Laboratory of Public Health Safety, Fudan University, Shanghai, China
- Taizhou Institute of Health Sciences, Fudan University, Taizhou, China
| | - Yanfeng Jiang
- Taizhou Institute of Health Sciences, Fudan University, Taizhou, China
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, School of Life Sciences, Fudan University, Shanghai, China
| | - Xingdong Chen
- Taizhou Institute of Health Sciences, Fudan University, Taizhou, China
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, School of Life Sciences, Fudan University, Shanghai, China
| | - Huan Song
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
- Center of Public Health Sciences, Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | - Chen Suo
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, China
- Ministry of Education Key Laboratory of Public Health Safety, Fudan University, Shanghai, China
- Taizhou Institute of Health Sciences, Fudan University, Taizhou, China
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12
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Butler M, Turiano N, Buckley L, McGeehan M, O'Súilleabháin PS. Neuroticism facets and mortality risk in adulthood: A systematic review and narrative synthesis. J Psychosom Res 2023; 175:111500. [PMID: 37832272 PMCID: PMC11979783 DOI: 10.1016/j.jpsychores.2023.111500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/22/2023] [Accepted: 09/24/2023] [Indexed: 10/15/2023]
Abstract
OBJECTIVE This systematic review sought to summarize comprehensively the research investigating the association between facets of neuroticism and mortality risk. METHODS A systematic review of prospective cohort studies utilizing rigorous reporting methods was conducted. Six electronic bibliographic databases, MEDLINE [Ovid], Embase, PsycINFO, CINAHL, Web of Science, and SCOPUS, were searched for eligible studies using keywords encompassing personality traits and mortality. Articles from inception to January 2023 were reviewed. The risk of bias was also assessed. RESULTS Six of the 2358 identified studies met the inclusion criteria for extraction. Included studies had 335,715 participants, of whom 3.23% died. Participants ages at baseline ranged from 20 to 102, and 54% were female. Five of the six studies reported statistically significant associations between facets of neuroticism and mortality risk. Several underlying facets were reported to be associated with an increased mortality risk, namely vulnerability, cynicism, pessimistic, anxious, and depressive facets. Inadequacy, and worried-vulnerable were reported as protective. One study reported protective effects for impulsiveness, but this was not observed in a further follow-up study. CONCLUSIONS Various facets related to neuroticism are associated with an increased or decreased mortality risk. Encompassing all facets in a broad trait likely masks very important personality-health relations, which later impact longevity. Based on these findings, recommendations and future considerations are discussed.
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Affiliation(s)
- Marta Butler
- Department of Psychology, University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Limerick, Ireland
| | - Nicholas Turiano
- Department of Psychology, West Virginia University, Morgantown, WA, USA
| | - Laura Buckley
- Department of Psychology, University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Limerick, Ireland
| | - Máire McGeehan
- Department of Psychology, University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Limerick, Ireland
| | - Páraic S O'Súilleabháin
- Department of Psychology, University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Limerick, Ireland.
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13
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Xia C, Pickett SJ, Liewald DCM, Weiss A, Hudson G, Hill WD. The contributions of mitochondrial and nuclear mitochondrial genetic variation to neuroticism. Nat Commun 2023; 14:3146. [PMID: 37253732 PMCID: PMC10229642 DOI: 10.1038/s41467-023-38480-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 05/04/2023] [Indexed: 06/01/2023] Open
Abstract
Neuroticism is a heritable trait composed of separate facets, each conferring different levels of protection or risk, to health. By examining mitochondrial DNA in 269,506 individuals, we show mitochondrial haplogroups explain 0.07-0.01% of variance in neuroticism and identify five haplogroup and 15 mitochondria-marker associations across a general factor of neuroticism, and two special factors of anxiety/tension, and worry/vulnerability with effect sizes of the same magnitude as autosomal variants. Within-haplogroup genome-wide association studies identified H-haplogroup-specific autosomal effects explaining 1.4% variance of worry/vulnerability. These H-haplogroup-specific autosomal effects show a pleiotropic relationship with cognitive, physical and mental health that differs from that found when assessing autosomal effects across haplogroups. We identify interactions between chromosome 9 regions and mitochondrial haplogroups at P < 5 × 10-8, revealing associations between general neuroticism and anxiety/tension with brain-specific gene co-expression networks. These results indicate that the mitochondrial genome contributes toward neuroticism and the autosomal links between neuroticism and health.
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Affiliation(s)
- Charley Xia
- Lothian Birth Cohort studies, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
| | - Sarah J Pickett
- Wellcome Centre for Mitochondrial Research and Translational and Clinical Research Institute, The Medical School, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK
| | - David C M Liewald
- Lothian Birth Cohort studies, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
| | - Alexander Weiss
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
| | - Gavin Hudson
- Wellcome Centre for Mitochondrial Research and Biosciences Institute, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK
| | - W David Hill
- Lothian Birth Cohort studies, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK.
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK.
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14
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Folesani F, Luviè L, Palazzi C, Marchesi C, Rossi R, Belvederi Murri M, Ossola P. Psychopathology, Personality and Depression after Acute Coronary Syndrome: A Network Analysis in an Italian Population. Diagnostics (Basel) 2023; 13:915. [PMID: 36900060 PMCID: PMC10000947 DOI: 10.3390/diagnostics13050915] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 02/15/2023] [Accepted: 02/21/2023] [Indexed: 03/05/2023] Open
Abstract
Several biopsychosocial factors are associated with the onset of a Major Depressive Episode (MDE) after cardiovascular events. However, little is known of the interaction between trait- and state-like symptoms and characteristics and their role in predisposing cardiac patients to MDEs. Three hundred and four subjects were selected among patients admitted for the first time at a Coronary Intensive Care Unit. Assessment comprised personality features, psychiatric symptoms and general psychological distress; the occurrences of MDEs and Major Adverse Cardiovascular Events (MACE) were recorded during a two-year follow-up period. Network analyses of state-like symptoms and trait-like features were compared between patients with and without MDEs and MACE during follow-up. Individuals with and without MDEs differed in sociodemographic characteristics and baseline depressive symptoms. Network comparison revealed significant differences in personality features, not state-like symptoms: the group with MDEs displayed greater Type D personality traits and alexithymia as well as stronger associations between alexithymia and negative affectivity (edge differences between negative affectivity and difficulty identifying feelings was 0.303, and difficulty describing feelings was 0.439). The vulnerability to depression in cardiac patients is associated with personality features but not with state-like symptoms. Personality evaluation at the first cardiac event may help identify individuals more vulnerable to development of an MDE, and they could be referred to specialist care in order to reduce their risk.
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Affiliation(s)
- Federica Folesani
- Department of Neuroscience and Rehabilitation, Institute of Psychiatry, University of Ferrara, 44121 Ferrara, Italy
| | - Lorenzo Luviè
- Department of Medicine and Surgery, University of Parma, 43121 Parma, Italy
| | - Cristina Palazzi
- Department of Medicine and Surgery, University of Parma, 43121 Parma, Italy
| | - Carlo Marchesi
- Department of Medicine and Surgery, University of Parma, 43121 Parma, Italy
- Department of Mental Health, AUSL of Parma, 43125 Parma, Italy
| | - Rodolfo Rossi
- Department of Biotechnological and Applied Clinical Sciences, Section of Psychiatry, University of L’Aquila, 67100 L’Aquila, Italy
- Department of System Medicine, Section of Psychiatry, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Martino Belvederi Murri
- Department of Neuroscience and Rehabilitation, Institute of Psychiatry, University of Ferrara, 44121 Ferrara, Italy
| | - Paolo Ossola
- Department of Medicine and Surgery, University of Parma, 43121 Parma, Italy
- Department of Mental Health, AUSL of Parma, 43125 Parma, Italy
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15
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Impact of the COVID-19 lockdown on lifestyle behaviors and their association with personality among adults in Qatar: A cross-sectional study. PLoS One 2022; 17:e0276426. [PMID: 36367860 PMCID: PMC9651556 DOI: 10.1371/journal.pone.0276426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 10/07/2022] [Indexed: 11/13/2022] Open
Abstract
The coronavirus pandemic (COVID-19) resulted in lockdowns and social distancing measures enforced by governments around the world. This study aimed to identify changes in adherence to the Mediterranean diet (MD) and physical activity (PA) and associations with personality during lockdown. Using a cross-sectional design, a convenient sample of 543 adults in Qatar completed an online questionnaire consisting of validated tools to measure adherence to MD (MEDAS questionnaire, score ranges 0–13), PA (IPAQ, assessing light, moderate high intensity PA) and personality (BFI-10, categorizing individuals’ personalities). The majority of the participants were female (89%), aged between 21 and 29 years (45%). The overall MD adherence decreased during lockdown (5.9 vs. 6.1, p < 0.001). There was an increase in olive oil (9% vs. 12%; p < 0.001), vegetables (54.3% vs. 58.7%; p = 0.005), legumes (11.8% vs. 15.3%; p = 0.007), sofrito (70.9% vs. 77.3%; p < 0.001) and fat (45.9% vs. 53.8%; p < 0.001) consumption and a decrease in fresh fruit (39.4% vs. 15.8%; p < 0.001) and fish/seafood (5.9% vs. 3.9%; p = 0.0035) consumption during lockdown. Met-min/week values of total PA (1330.5 vs. 1836.7), vigorous activity (711.5 vs. 867.4), moderate activity (208.3 vs. 301.3), and walking (410.7 vs. 668.0) all decreased during lockdown (p < 0.001, p = 0.010, p = 0.010 p < 0.001, respectively), while sitting increased (3837.3 vs. 2896.4 p < 0.001). The extraversion personality dimension had a higher MD adherence (p = 0.039) compared to agreeableness before lockdown. No changes in MEDAS scores were observed during lockdown in those with high levels of openness. Openness was positively associated with all PA (p = 0.027), including walking (p = 0.026), and negatively associated with sitting (p = 0.038) before lockdown, while participants with high scores for neuroticism were less likely to be sitting during lockdown (p = 0.042). The findings can be used to guide the development of appropriate personality-tailored lifestyle interventions.
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16
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Vogel M, Binneböse M, Wallis H, Lohmann CH, Junne F, Berth A, Riediger C. The Unhappy Shoulder: A Conceptual Review of the Psychosomatics of Shoulder Pain. J Clin Med 2022; 11:jcm11185490. [PMID: 36143137 PMCID: PMC9504378 DOI: 10.3390/jcm11185490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 09/09/2022] [Accepted: 09/14/2022] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION Chronic pain is a multifaceted disorder genuinely entangled with psychic and psychosomatic symptoms, which are typically involved in the processes of chronification. The impingement syndrome of the shoulder is no exception to this rule, but several studies have shown respective peculiarities among those with pain and impingement of the shoulder. Notably, chronic pain is a lateralized experience, and, similarly, its psychosomatic correlates may be attached to the hemispheres functionally. AIM The present review therefore gives an overview of the respective findings, with regard not only to psychopathology, but also to personality factors and psychologic trauma, since the latter are reportedly associated with chronic pain. Moreover, we acknowledge symmetry as a possible pathogenic factor. METHODS This narrative review followed the current standards for conducting narrative studies. Based on prior findings, our research strategy included the relevance of psychotraumatologic and symmetrical aspects, as well as comorbidity. We retrieved the relevant literature reporting on the impact of psychopathology as well as personality features on shoulder pain, as published up to January 2022 from the Medline database (1966-2022). Study selecton: We included numerous studies, and considered the contextual relevance of studies referring to the neuropsychosomatics of chronic pain. RESULTS Pain-specific fears, depression, and anxiety are important predictors of shoulder pain, and the latter is generally overrepresented in those with trauma and PTSD. Moreover, associations of shoulder pain with psychological variables are stronger as regards surgical therapies as compared to conservative ones. This may point to a specific and possibly trauma-related vulnerability for perioperative maladaptation. Additionally, functional hemispheric lateralization may explain some of those results given that limb pain is a naturally lateralized experience. Not least, psychosocial risk factors are shared between shoulder pain and its physical comorbidities (e.g., hypertension), and the incapacitated state of the shoulder is a massive threat to the function of the human body as a whole. CONCLUSIONS This review suggests the involvement of psychosomatic and psychotraumatologic factors in shoulder impingement-related chronic pain, but the inconclusiveness and heterogeneity of the literature in the field is possibly suggestive of other determinants such as laterality.
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Affiliation(s)
- Matthias Vogel
- Department of Psychosomatic Medicine and Psychotherapy, Otto-von Guericke-University of Magdeburg, 39120 Magdeburg, Germany
- Correspondence: ; Tel.: +49391-6714200; Fax: +49391-6714202
| | - Marius Binneböse
- Department of Psychosomatic Medicine and Psychotherapy, Otto-von Guericke-University of Magdeburg, 39120 Magdeburg, Germany
| | - Hannah Wallis
- Department of Psychosomatic Medicine and Psychotherapy, Otto-von Guericke-University of Magdeburg, 39120 Magdeburg, Germany
| | - Christoph H. Lohmann
- Department of Orthopedic Surgery, Otto-von Guericke-University of Magdeburg, 39120 Magdeburg, Germany
| | - Florian Junne
- Department of Psychosomatic Medicine and Psychotherapy, Otto-von Guericke-University of Magdeburg, 39120 Magdeburg, Germany
| | - Alexander Berth
- Department of Orthopedic Surgery, Otto-von Guericke-University of Magdeburg, 39120 Magdeburg, Germany
| | - Christian Riediger
- Department of Orthopedic Surgery, Otto-von Guericke-University of Magdeburg, 39120 Magdeburg, Germany
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17
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Dahl AA, Kiserud CE, Fosså SD, Loge JH, Reinertsen KV, Ruud E, Lie HC. A study of high neuroticism in long-term survivors of childhood, adolescence, and young adult cancers. Sci Rep 2022; 12:12325. [PMID: 35853946 PMCID: PMC9296654 DOI: 10.1038/s41598-022-15697-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Accepted: 06/28/2022] [Indexed: 11/17/2022] Open
Abstract
Neuroticism is a basic personality trait concerning negative feelings under stressful conditions. Our purpose was to examine the rate of high neuroticism and factors associated with high neuroticism in long-term (≥ 5 years) survivors of childhood, adolescent, and young adult cancer (CAYACSs). Norwegian CAYACSs aged 0–39 years when diagnosed and treated between 1985 and 2009 for cancer in childhood/adolescence (0–18 years), or as young adults (19–39 years) and alive in 2015 were mailed a questionnaire. Data from 1629 CAYACSs (481 children/adolescents and 1148 young adults) were analyzed. High neuroticism was found in 44% of survivors of childhood/adolescent cancers versus 34% in survivors of young adult cancer (p < 0.001). The rate of high neuroticism in female CAYACSs was 40% and in males 30% (p < 0.001). The corresponding difference between male survivor group was non-significant. In multivariable analysis, young age at survey, more adverse effects, poor self-rated health, female sex, chronic fatigue, and increased depression remained significantly associated with high neuroticism. Cancer treatment, comorbidity, and lifestyle were significant in bivariate analyses. Cancer at earlier age could increase the risk of high neuroticism among adult survivors. Screening for neuroticism could identify CAYACSs at risk for experiencing multiple health concerns and needing special follow-up attention.
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Affiliation(s)
- Alv A Dahl
- National Resource Center for Late Effects After Cancer Treatment, Oslo University Hospital, Radiumhospitalet, Nydalen, P.O. Box 4953, 0424, Oslo, Norway.
| | - Cecilie Essholt Kiserud
- National Resource Center for Late Effects After Cancer Treatment, Oslo University Hospital, Radiumhospitalet, Nydalen, P.O. Box 4953, 0424, Oslo, Norway
| | - Sophie D Fosså
- National Resource Center for Late Effects After Cancer Treatment, Oslo University Hospital, Radiumhospitalet, Nydalen, P.O. Box 4953, 0424, Oslo, Norway
| | - Jon Håvard Loge
- Department of Oncology, Oslo University Hospital, 0406, Oslo, Norway
| | - Kristin Valborg Reinertsen
- National Resource Center for Late Effects After Cancer Treatment, Oslo University Hospital, Radiumhospitalet, Nydalen, P.O. Box 4953, 0424, Oslo, Norway.,Faculty of Medicine, University of Oslo, 0316, Oslo, Norway
| | - Ellen Ruud
- Department of Behavioural Medicine, Institute of Basic Medical Sciences, University of Oslo, 0316, Oslo, Norway.,Department of Paediatric Medicine, Oslo University Hospital, Rikshospitalet, 0029, Oslo, Norway
| | - Hanne C Lie
- National Resource Center for Late Effects After Cancer Treatment, Oslo University Hospital, Radiumhospitalet, Nydalen, P.O. Box 4953, 0424, Oslo, Norway.,Department of Behavioural Medicine, Institute of Basic Medical Sciences, University of Oslo, 0316, Oslo, Norway.,Department of Oncology, Oslo University Hospital, 0406, Oslo, Norway
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18
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Bekendam MT, Mommersteeg PMC, Vermeltfoort IAC, Widdershoven JW, Kop WJ. Facial Emotion Expression and the Inducibility of Myocardial Ischemia During Cardiac Stress Testing: The Role of Psychological Background Factors. Psychosom Med 2022; 84:588-596. [PMID: 35420591 DOI: 10.1097/psy.0000000000001085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Negative emotional states, such as anger and anxiety, are associated with the onset of myocardial infarction and other acute clinical manifestations of ischemic heart disease. The likelihood of experiencing these short-term negative emotions has been associated with long-term psychological background factors such as depression, generalized anxiety, and personality factors. We examined the association of acute emotional states preceding cardiac stress testing (CST) with inducibility of myocardial ischemia and to what extent psychological background factors account for this association. METHODS Emotional states were assessed in patients undergoing CST (n = 210; mean [standard deviation] age = 66.9 [8.2] years); 91 (43%) women) using self-report measures and video recordings of facial emotion expression. Video recordings were analyzed for expressed anxiety, anger, sadness, and happiness before CST. Psychological background factors were assessed with validated questionnaires. Single-photon emission computed tomography was used to evaluate inducibility of ischemia. RESULTS Ischemia occurred in 72 patients (34%). Emotional states were not associated with subsequent inducibility of ischemia during CST (odds ratio between 0.93 and 1.04; p values > .50). Psychological background factors were also not associated with ischemia (odds ratio between 0.96 and 1.06 per scale unit; p values > .20) and did not account for the associations of emotional states with ischemia. CONCLUSIONS Emotional states immediately before CST and psychological background factors were not associated with the inducibility of ischemia. These findings indicate that the well-documented association between negative emotions with acute clinical manifestations of ischemic heart disease requires a different explanation than a reduced threshold for inducible ischemia.
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Affiliation(s)
- Maria T Bekendam
- From the Center of Research on Psychology in Somatic Diseases (CoRPS) (Bekendam, Mommersteeg, Widdershoven, Kop); Department of Medical and Clinical Psychology (Bekendam, Mommersteeg, Widdershoven, Kop), Tilburg University; Department of Nuclear Medicine (Vermeltfoort), Institute Verbeeten; Department of Cardiology (Widdershoven), Elizabeth-TweeSteden Hospital; and Tilburg, the Netherlands
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Joaquim RM, Pinto ALCB, Miranda DM, Guatimosim RF, de Paula JJ, Costa DS, Diaz AP, da Silva AG, Malloy-Diniz LF. Emotional Stability and Anxiety Symptoms Differentiates People Leaving the Home Usually During the Covid-19 Pandemic. CLINICAL NEUROPSYCHIATRY 2022; 19:114-120. [PMID: 35601244 PMCID: PMC9112989 DOI: 10.36131/cnfioritieditore20220205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE The population's adhesion to measures to ensure social distancing represents a great management challenge in a pandemic context. Despite of evidence shown that social distancing is effective, lack of adherence still persists in many countries. Therefore, it is challenging to separate the effectiveness of government measures, from social distancing driven by personal initiatives. Theory: It is possible that the output of protective behaviors, such as adherence to protective measures and staying in social isolation, is influenced by individual characteristics, such as personality traits or symptoms of mental distress of anxiogenic nature. We hypothesized that individuals with more expressive symptoms of fear or anxiety would have a more protective behavioral tendency in terms of risk exposure, leaving less home during the pandemic. In contrast, individuals with greater emotional stability, as they feel more secure and with a lower perception of risk, could go out more often. METHOD A total of 2709 individuals from all regions of Brazil participated in the study (mean age = 42 years; 2134 women). Correlation analysis was performed to investigate the relationships between personality traits according to the big five model and Psychopathological Symptoms (BSI). Then, correlation analysis was performed to investigate how people that go out often differ from people that stay at home, in both symptoms and personality traits. Finally, to investigate the predictors for going out usually, we use multiple regression analysis, using gender, marital status, level of education, and personality traits. RESULTS During the second wave of COVID-19 in Brazil, individuals with higher emotional stability tended to leave home more than those with more expressive levels of anxiogenic dysregulation. These results reinforce the role of both personality traits and psychopathological symptoms in prophylactic behavior during COVID-19 pandemics. CONCLUSIONS Individuals with greater emotional stability were more likely to leave home during the second wave of COVID-19 than those with higher levels of anxiogenic dysregulation.
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Affiliation(s)
- Rui M. Joaquim
- Clinical Neuroscience Research Laboratory, Department of Molecular Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Corresponding author Rui Mateus Joaquim Post-Doctoral Researcher. Clinical Neuroscience Research Laboratory, Department of Molecular Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil. E-mail:
| | - André L. C. B. Pinto
- Clinical Neuroscience Research Laboratory, Department of Molecular Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Debora M. Miranda
- Associate Professor Department of Pediatrics, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Rafaela F. Guatimosim
- Clinical Neuroscience Research Laboratory, Department of Molecular Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Fundação Mineira de Educação e Cultura, FUMEC, Minas Gerais Brazil
| | - Jonas J. de Paula
- Clinical Neuroscience Research Laboratory, Department of Molecular Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Faculdade de Ciências Médicas de Minas Gerais, Belo Horizonte, Brazil
| | - Danielle S. Costa
- Clinical Neuroscience Research Laboratory, Department of Molecular Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Alexandre P. Diaz
- Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Antônio Geraldo da Silva
- School of Medicine, Porto University, Portugal;,Brazilian Association of Psychiatry, ABP, Brazil
| | - Leandro F. Malloy-Diniz
- Clinical Neuroscience Research Laboratory, Department of Molecular Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Associate Professor Department of Mental Health, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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20
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Aschwanden D, Sutin AR, Ledermann T, Luchetti M, Stephan Y, Sesker AA, Zhu X, Terracciano A. Subjective Cognitive Decline: Is a Resilient Personality Protective Against Progression to Objective Cognitive Impairment? Findings from Two Community-Based Cohort Studies. J Alzheimers Dis 2022; 89:87-105. [PMID: 35848026 PMCID: PMC9843496 DOI: 10.3233/jad-220319] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND Subjective cognitive decline (SCD) is related to personality functioning and risk of subsequent objective cognitive impairment. OBJECTIVE The aim of this study was to examine whether lower neuroticism and higher conscientiousness-resilient personality traits-protect against conversion from SCD to objective cognitive impairment in two longitudinal community-based cohorts. METHODS Data from the Health and Retirement Study (N = 1,741, Mean age = 68.64 years, Follow-up mean = 7.34 years) and the National Health and Aging Trends Survey (N = 258, Mean age = 79.34 years, Follow-up mean = 4.31 years) were analyzed using Cox regression analysis, controlling for sociodemographic covariates, symptoms of anxiety and depression, and apolipoprotein ɛ4. RESULTS The pooled results showed that lower neuroticism and higher conscientiousness were associated with decreased risk of conversion from SCD to objective cognitive impairment. CONCLUSION Among individuals with SCD, those with a resilient personality may have more cognitive and psychological reserve to maintain cognitive functioning and delay conversion to objective cognitive impairment. The findings further contribute to a better understanding of personality along the cognitive continuum: The observed effect sizes were smaller than those reported in cognitively normal individuals but larger than in individuals with mild cognitive impairment. Personality could provide useful information to identify individuals with SCD who may develop objective cognitive impairment-namely those who hold a vulnerable personality (higher neuroticism, lower conscientiousness).
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Affiliation(s)
- Damaris Aschwanden
- Department of Geriatrics, Florida State University College of Medicine, Florida, USA
| | - Angelina R. Sutin
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Florida, USA
| | - Thomas Ledermann
- Department of Human Development and Family Science, Florida State University College of Health and Human Sciences, Florida, USA
| | - Martina Luchetti
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Florida, USA
| | | | - Amanda A. Sesker
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Florida, USA
| | - Xianghe Zhu
- Department of Geriatrics, Florida State University College of Medicine, Florida, USA
| | - Antonio Terracciano
- Department of Geriatrics, Florida State University College of Medicine, Florida, USA
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21
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Batty GD, Gale CR. Pre-Morbid Risk Factors for Amyotrophic Lateral Sclerosis: Prospective Cohort Study. Clin Epidemiol 2021; 13:941-947. [PMID: 34675682 PMCID: PMC8505194 DOI: 10.2147/clep.s329521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 08/31/2021] [Indexed: 11/23/2022] Open
Abstract
AIM In the absence of effective treatments for amyotrophic lateral sclerosis (ALS), a neurodegenerative disorder with high case fatality, there is a clear need to identify its primary risk factors. METHODS UK Biobank is a prospective cohort study in which baseline data were captured between 2006 and 2010 in 502,649 participants aged 37 to 73 years. Follow-up for ALS hospitalisations and death was made via national registries. RESULTS Eleven years of event surveillance gave rise to 301 hospitalisations and 279 deaths due to ALS. After adjustment for selected confounding factors, being older (hazard ratio per 10 year increase; 95% confidence interval: 1.92; 1.58, 2.33) and male (1.37; 1.00, 1.87) were associated with elevated rates of hospitalisation for ALS. Similar effects were apparent when death ascribed to the disorder was the outcome of interest. Of the remaining 23 social, biological, and behavioural risk indices, however, there was only a suggestion that taller people experienced an increased risk of hospitalisation (per SD increase: 1.31; 1.09, 1.59). CONCLUSION In the present, large-scale study, other than well known associations, we did not find convincing evidence of links with ALS for other risk indices.
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Affiliation(s)
- G David Batty
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Catharine R Gale
- Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
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22
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Turk E, Čelik T, Smrdu M, Šet J, Kuder A, Gregorič M, Kralj-Fišer S. Adherence to COVID-19 mitigation measures: The role of sociodemographic and personality factors. CURRENT PSYCHOLOGY 2021; 42:7771-7787. [PMID: 34334989 PMCID: PMC8310408 DOI: 10.1007/s12144-021-02051-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/28/2021] [Indexed: 01/07/2023]
Abstract
The current COVID-19 pandemic caught the decision makers in many countries sub-optimally prepared to respond. To better cope with similar situations in the future, it is vital to understand the major predictors of health-beneficial behavior and adherence to imposed mitigation measures and guidelines. To tailor the promotion of government-imposed measures, it is important to understand how the sociodemographic background combined with personality traits affect the perception and responsiveness of people. We investigated the perception and adherence to mitigation measures during the pandemic by examining their trends across several sociodemographic categories and personality dimensions. The strongest predictors of confidence in the preventive measures and their implementation were the participants' concern of infection and concern of infecting their loved ones, followed by gender and age. Education, settlement size, field and type of employment, household type, own medical problems, and the age and health of the participants' loved ones had a smaller influence on the perceived guidelines importance and implementation. Adherence to measures was positively related to the participants' score in conscientiousness and, in lesser extent, openness. Agreeableness, energy, and emotional stability correlated positively with adherence to basic guidelines. Study provides information useful for developing and adapting future public health policies and interventions. Supplementary Information The online version contains supplementary material available at 10.1007/s12144-021-02051-5.
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Affiliation(s)
- Eva Turk
- Research Centre of the Slovenian Academy of Sciences and Arts, Jovan Hadži Institute of Biology, ZRC SAZU, Novi trg 2, SI-1000 Ljubljana, Slovenia
| | - Tatjana Čelik
- Research Centre of the Slovenian Academy of Sciences and Arts, Jovan Hadži Institute of Biology, ZRC SAZU, Novi trg 2, SI-1000 Ljubljana, Slovenia
| | - Maja Smrdu
- Department of Psychology, The Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Koper, Slovenia
| | - Janko Šet
- Research Centre of the Slovenian Academy of Sciences and Arts, Jovan Hadži Institute of Biology, ZRC SAZU, Novi trg 2, SI-1000 Ljubljana, Slovenia
| | - Ana Kuder
- Department of Psychology, The Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Koper, Slovenia
| | - Matjaž Gregorič
- Research Centre of the Slovenian Academy of Sciences and Arts, Jovan Hadži Institute of Biology, ZRC SAZU, Novi trg 2, SI-1000 Ljubljana, Slovenia
| | - Simona Kralj-Fišer
- Research Centre of the Slovenian Academy of Sciences and Arts, Jovan Hadži Institute of Biology, ZRC SAZU, Novi trg 2, SI-1000 Ljubljana, Slovenia
- Department of Psychology, The Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Koper, Slovenia
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23
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He Y, Li A, Li K, Xiao J. Neuroticism vulnerability factors of anxiety symptoms in adolescents and early adults: an analysis using the bi-factor model and multi-wave longitudinal model. PeerJ 2021; 9:e11379. [PMID: 34221704 PMCID: PMC8231313 DOI: 10.7717/peerj.11379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 04/09/2021] [Indexed: 11/23/2022] Open
Abstract
Background Neuroticism and stress are important vulnerability factors in the development and outcome of anxiety symptoms. However, as neuroticism is a heterogeneity trait, it is still unclear how different neuroticism factors contribute to anxiety symptoms independently or in conjunction with stress. Thus, different factors of neuroticism were extracted in the present longitudinal study using the bi-factor model. The prediction effect of these different factors on anxiety symptoms and their combined effects with stress in both adolescent and adult samples were examined. Method Participants (592 adolescents and 638 young adults) in Hunan China were included. In the initial assessment in our longitudinal study, participants were asked to complete measurements that assessed neuroticism, stress, and anxiety symptoms. Next, a monthly assessment of stress and anxiety symptoms was completed for the subsequent 6 months. The bi-factor model was used to extract different factors of neuroticism. The hierarchical linear model was used to analyze longitudinal multi-wave data. Result Several model fit indices were used to evaluate the bi-factor model fit for neuroticism (adolescent: Tucker-Lewis index (TLI) = 0.957, comparative fit index (CFI) = 0.973, RMSEA = 0.040, Chi-Square = 80.471; early adults: TLI = 0.957, CFI = 0.973, RMSEA = 0.042, Chi-Square = 88.465). The results of hierarchical linear modeling analyses indicated that the general factor of neuroticism possessed a predictive effect on anxiety symptoms (adolescents: F = 36.77, p < 0.0001, early adults: F = 30.44, p < 0.0001); The negative effect factor only had the prediction effect on anxiety symptoms in early adults (adolescents: F = 0.65, p > 0.05; early adults: F = 4.84, p < 0.05); No prediction of self-reproach factor was found on anxiety symptoms (adolescents: F = 3.79, p > 0.05; early adults: F = 0.02, p > 0.05); the interactive effects of the general factor and stress on anxiety symptoms were only found in early adulthood (adolescents: F = 0.13, p > 0.05; early adults: F = 11.55, p < 0.01). Conclusion Our results suggested that the bi-factor model achieved a satisfactory fit for neuroticism measurement and supported that the anxiety symptoms were induced by the main effects of the general factor in both age samples and the negative factor only in adults. The general factor of neuroticism, but not the negative factor could make an additive effect for anxiety symptoms in face of stress, which meant that the homogeneity of neuroticism played a more significant role in further anxiety symptoms than heterogeneity when coping with stress.
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Affiliation(s)
- Yini He
- Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Ang Li
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Kaixin Li
- School of Mechanical and Power Engineering, Harbin University of Science and Technology, Harbin, China
| | - Jing Xiao
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China
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24
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Kim H, Turiano NA, Forbes MK, Kotov R, Krueger RF, Eaton NR, HiTOP Utility Workgroup. Internalizing psychopathology and all-cause mortality: a comparison of transdiagnostic vs. diagnosis-based risk prediction. World Psychiatry 2021; 20:276-282. [PMID: 34002512 PMCID: PMC8129836 DOI: 10.1002/wps.20859] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Previous studies have documented the utility of a transdiagnostic internalizing factor in predicting important future outcomes (e.g., subsequent mental disorder diagnoses). To date, however, no study has investigated whether an internalizing factor predicts mortality risk. Also, while pre-vious studies of mortality risk have emphasized its associations with particular internalizing disorders, no study has assessed how the transdiagnostic internalizing factor vs. disorder-specific variance differently predict that risk. The primary aims of this study were to explore: a) whether the internalizing factor predicts mortality risk, b) whether particular internalizing psychopathologies uniquely predict mortality risk over and beyond the transdiagnostic internalizing factor, and c) whether there is a significant interaction of internalizing with self-reported health in the prediction of mortality risk. We utilized a large national sample of American adults from the Midlife in the United States (MIDUS), a longitudinal study that examined midlife development of individuals across multiple waves between 1995 and 2015. Data were analyzed for the 6,329 participants who completed the phone interview and self-administered questionnaire in MIDUS 1 (1995-1996) and were then followed up until October 31, 2015 or until death. To investigate the association between internalizing and mortality risk, we used the semi-parametric proportional hazards Cox model, where survival time was regressed on a latent internalizing factor. Overall findings indicate that a transdiagnostic internalizing factor significantly predicts mortality risk over a 20-year period (hazard ratio, HR=1.12, 95% CI: 1.05-1.16, p<0.01) and that internalizing outperforms disorder-specific variance (e.g., depression-specific variance) in the prediction of that risk. Further, there was a significant interaction between transdiagnostic internalizing and self-reported health, whereby internalizing psychopathology had a specific association with early death for individuals with excellent self-reported health condition (HR=1.50, 95% CI: 1.17-1.84, p<0.05). This highlights the clinical utility of using the transdiagnostic internalizing factor for prediction of an important future outcome, and supports the argument that internalizing psychopathology can be a meaningful liability to explore in public health practice.
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Affiliation(s)
- Hyunsik Kim
- Department of PsychologySogang UniversitySeoulSouth Korea
| | | | | | - Roman Kotov
- Department of PsychiatryStony Brook UniversityStony Brook, New YorkNYUSA
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25
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Groenwold RHH, Palmer TM, Tilling K. To Adjust or Not to Adjust? When a "Confounder" Is Only Measured After Exposure. Epidemiology 2021; 32:194-201. [PMID: 33470711 PMCID: PMC7850592 DOI: 10.1097/ede.0000000000001312] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Accepted: 11/23/2020] [Indexed: 01/21/2023]
Abstract
Advice regarding the analysis of observational studies of exposure effects usually is against adjustment for factors that occur after the exposure, as they may be caused by the exposure (or mediate the effect of exposure on outcome), so potentially leading to collider stratification bias. However, such factors could also be caused by unmeasured confounding factors, in which case adjusting for them will also remove some of the bias due to confounding. We derive expressions for collider stratification bias when conditioning and confounding bias when not conditioning on the mediator, in the presence of unmeasured confounding (assuming that all associations are linear and there are no interactions). Using simulations, we show that generally neither the conditioned nor the unconditioned estimate is unbiased, and the trade-off between them depends on the magnitude of the effect of the exposure that is mediated relative to the effect of the unmeasured confounders and their relations with the mediator. We illustrate the use of the bias expressions via three examples: neuroticism and mortality (adjusting for the mediator appears the least biased option), glycated hemoglobin levels and systolic blood pressure (adjusting gives smaller bias), and literacy in primary school pupils (not adjusting gives smaller bias). Our formulae and simulations can inform quantitative bias analysis as well as analysis strategies for observational studies in which there is a potential for unmeasured confounding.
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Affiliation(s)
- Rolf H. H. Groenwold
- From the Department of Clinical Epidemiology
- Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, the Netherlands
| | - Tom M. Palmer
- Department of Mathematics and Statistics, Lancaster University, Lancaster, United Kingdom
- MRC Integrative Epidemiology Unit, Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Kate Tilling
- MRC Integrative Epidemiology Unit, Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
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26
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Milad E, Bogg T. Personality Traits, Coping, Health-related Behaviors, and Cumulative Physiological Health in a National Sample: 10 Year Prospective Effects of Conscientiousness via Perceptions of Activity on Allostatic Load. Ann Behav Med 2020; 54:880-892. [PMID: 32359064 DOI: 10.1093/abm/kaaa024] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Personality traits, coping styles, and health-related behaviors show associations with various aspects of health. However, integrative life-course investigations of pathways by which these factors might affect later cumulative physiological health risk remain sparse. PURPOSE To investigate prospective associations of personality traits via coping styles and health-related behaviors on allostatic load in a national sample. METHODS Using data from the Midlife in the United States study (MIDUS; N = 1,054), path analyses were used to test direct and indirect associations (via coping styles, smoking, frequency of alcohol consumption, leisure-time physical activity, and perceptions of activity) of personality traits on a latent measurement model of allostatic load informed by 10 biomarkers associated with cardiovascular, inflammation, glucose, and lipid subsystems. RESULTS Direct 10 year associations of greater conscientiousness on healthier allostatic load and greater extraversion on less healthy allostatic load were observed. Consistent with hypothesized behavioral pathways, relationships between conscientiousness and extraversion on allostatic load were prospectively mediated by greater perceptions of activity. Physical activity and more frequent alcohol use were associated with healthier allostatic load but did not act as prospective mediators. CONCLUSIONS The results provide further evidence of conscientiousness' standing as a marker of health via cumulative physiological health. Moreover, a greater perception of activity was identified as a pathway through which conscientious individuals experienced healthier physiological profiles over time. Examining a more detailed picture of the psychosocial mechanisms leading to development of health risk, as was found with perceptions of activity, remains an important area for future research.
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Affiliation(s)
- Elizabeth Milad
- Department of Psychology, Wayne State University, Detroit, MI, USA
| | - Tim Bogg
- Department of Psychology, Wayne State University, Detroit, MI, USA
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27
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Weston SJ, Graham EK, Turiano NA, Aschwanden D, Booth T, Harrison F, James BD, Lewis NA, Makkar SR, Mueller S, Wisniewski KM, Yoneda T, Zhaoyang R, Spiro A, Drewelies J, Wagner GG, Steinhagen-Thiessen E, Demuth I, Willis S, Schaie KW, Sliwinski M, Lipton RA, Katz M, Deary IJ, Zelinski EM, Bennett DA, Sachdev PS, Brodaty H, Trollor JN, Ames D, Wright MJ, Gerstorf D, Allemand M, Muniz-Terrera G, Piccinin AM, Hofer SM, Mroczek DK. Is Healthy Neuroticism Associated with Chronic Conditions? A Coordinated Integrative Data Analysis. COLLABRA. PSYCHOLOGY 2020; 6:42. [PMID: 33073161 PMCID: PMC7566654 DOI: 10.1525/collabra.267] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Early investigations of the neuroticism by conscientiousness interaction with regards to health have been promising, but to date, there have been no systematic investigations of this interaction that account for the various personality measurement instruments, varying populations, or aspects of health. The current study - the second of three - uses a coordinated analysis approach to test the impact of the neuroticism by conscientiousness interaction on the prevalence and incidence of chronic conditions. Using 15 pre-existing longitudinal studies (N > 49,375), we found that conscientiousness did not moderate the relationship between neuroticism and having hypertension (OR = 1.00,95%CI[0.98,1.02]), diabetes (OR = 1.02[0.99,1.04]), or heart disease (OR = 0.99[0.97,1.01]). Similarly, we found that conscientiousness did not moderate the prospective relationship between neuroticism and onset of hypertension (OR = 0.98,[0.95,1.01]), diabetes (OR = 0.99[0.94,1.05]), or heart disease (OR = 0.98[0.94,1.03]). Heterogeneity of effect sizes was largely nonsignificant, with one exception, indicating that the effects are consistent between datasets. Overall, we conclude that there is no evidence that healthy neuroticism, operationalized as the conscientiousness by neuroticism interaction, buffers against chronic conditions.
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Affiliation(s)
- Sara J. Weston
- University of Oregon, Department of Psychology, Eugene, OR, USA
| | - Eileen K. Graham
- Northwestern University, Department of Medical Social Sciences, Chicago, IL, USA
| | - Nicholas A. Turiano
- West Virginia University, Department of Psychology and the West Virginia Prevention Research Center, Morgantown, WV, USA
| | - Damaris Aschwanden
- Florida State University, Department of Geriatrics, Tallahassee, FL, USA
| | - Tom Booth
- University of Edinburgh, Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, Edinburgh, Scotland
| | - Fleur Harrison
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
| | - Bryan D. James
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Nathan A. Lewis
- University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Steven R. Makkar
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
| | - Swantje Mueller
- University of Hamburg, Berlin, Germany, Department of Psychology
- Humboldt University, Berlin, Germany, Department of Psychology
| | - Kristi M. Wisniewski
- University of Southern California, Leonard Davis School of Gerontology, Los Angeles, CA, USA
| | - Tomiko Yoneda
- University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Ruixue Zhaoyang
- Center for Healthy Aging, The Pennsylvania State University, State College, PA, USA
| | - Avron Spiro
- VA Boston Healthcare System, Boston, MA, USA
- Boston University, Boston, MA, USA
| | | | - Gert G. Wagner
- Humboldt University, Berlin, Germany, Department of Psychology
| | | | - Ilja Demuth
- Charite – Universitätsmedizin Berlin, Germany
| | - Sherry Willis
- University of Washington, Department of Psychiatry and Behavioral Sciences, Seattle, WA, USA
| | - K. Warner Schaie
- Pennsylvania State University, Department of Human Development and Psychology, State College, PA, USA
| | - Martin Sliwinski
- Center for Healthy Aging, The Pennsylvania State University, State College, PA, USA
| | | | - Mindy Katz
- Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ian J. Deary
- University of Edinburgh, Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, Edinburgh, Scotland
| | - Elizabeth M. Zelinski
- University of Southern California, Leonard Davis School of Gerontology, Los Angeles, CA, USA
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Perminder S. Sachdev
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
| | - Henry Brodaty
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
| | - Julian N. Trollor
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
- University of New South Wales, Department of Developmental Disability Neuropsychiatry, Sydney NSW, Australia
| | - David Ames
- University of Melbourne Academic Unit for Psychiatry of Old Age and National Ageing Research Institute, Kew & Parkville, Australia
| | | | - Denis Gerstorf
- Humboldt University, Berlin, Germany, Department of Psychology
| | - Mathias Allemand
- University of Zurich, Department of Psychology, Zurich, Switzerland
| | | | | | - Scott M. Hofer
- University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Daniel K. Mroczek
- Northwestern University, Department of Medical Social Sciences, Chicago, IL, USA
- Northwestern University, Department of Psychology, Evanston, IL, USA
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28
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Turiano NA, Graham EK, Weston SJ, Booth T, Harrison F, James BD, Lewis NA, Makkar SR, Mueller S, Wisniewski KM, Zhaoyang R, Spiro A, Willis S, Schaie KW, Lipton RB, Katz M, Sliwinski M, Deary IJ, Zelinski EM, Bennett DA, Sachdev PS, Brodaty H, Trollor JN, Ames D, Wright MJ, Gerstorf D, Muniz-Terrera G, Piccinin AM, Hofer SM, Mroczek DK. Is Healthy Neuroticism Associated with Longevity? A Coordinated Integrative Data Analysis. COLLABRA. PSYCHOLOGY 2020; 6:33. [PMID: 33354648 PMCID: PMC7751763 DOI: 10.1525/collabra.268] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Individual differences in the Big Five personality traits have emerged as predictors of health and longevity. Although there are robust protective effects for higher levels of conscientiousness, results are mixed for other personality traits. In particular, higher levels of neuroticism have significantly predicted an increased risk of mortality, no-risk at all, and even a reduced risk of dying. The current study hypothesizes that one potential reason for the discrepancy in these findings for neuroticism is that interactions among neuroticism and other key personality traits have largely been ignored. Thus, in the current study we focus on testing whether the personality traits neuroticism and conscientiousness interact to predict mortality. Specifically, we borrow from recent evidence of "healthy neuroticism" to explore whether higher levels of neuroticism are only a risk factor for increased mortality risk when conscientiousness levels are low. We conducted a pre-registered integrative data analysis using 12 different cohort studies (total N = 44,702). Although a consistent pattern emerged of higher levels of conscientiousness predicting a reduced hazard of dying, neuroticism did not show a consistent pattern of prediction. Moreover, no study provided statistical evidence of a neuroticism by conscientiousness interaction. The current findings do not support the idea that the combination of high conscientiousness and high neuroticism can be protective for longevity. Future work is needed to explore different protective factors that may buffer the negative effects of higher levels of neuroticism on health, as well as other behaviors and outcomes that may support the construct of healthy neuroticism.
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Affiliation(s)
- Nicholas A. Turiano
- West Virginia University, Department of Psychology and the West Virginia Prevention Research Center, Morgantown, WV, USA
| | - Eileen K. Graham
- Northwestern University, Department of Medical Social Sciences, Chicago, IL, USA
| | - Sara J. Weston
- University of Oregon, Department of Psychology, Eugene, OR, USA
| | - Tom Booth
- Centre for Cognitive Aging and Cognitive Epidemiology, Department of Psychology The University of Edinburgh, Edinburgh, Scotland
| | - Fleur Harrison
- The University of New South Wales, Centre for Healthy Brain Ageing (CHeBA), Sydney NSW, Australia
| | - Bryan D. James
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Nathan A. Lewis
- The University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Steven R. Makkar
- The University of New South Wales, Centre for Healthy Brain Ageing (CHeBA), Sydney NSW, Australia
| | - Swantje Mueller
- Hamburg University, Berlin, Germany, Department of Psychology, Berlin, Germany
- Humboldt University Berlin, Germany, Department of Psychology, Berlin, Germany
| | - Kristi M. Wisniewski
- University of Southern California, Department of Gerontology, Los Angeles, CA, USA
| | - Ruixue Zhaoyang
- Center for Healthy Aging, Pennsylvania State University, State College, PA, USA
| | - Avron Spiro
- VA Boston Healthcare System, Boston, MA, USA
- Boston University, Boston, MA, USA
| | - Sherry Willis
- University of Washington, Department of Psychiatry and Behavioral Sciences, Seattle, WA, USA
| | - K. Warner Schaie
- Pennsylvania State University, Department of Human Development and Psychology, State College, PA, USA
| | | | - Mindy Katz
- Albert Einstein College of Medicine, Bronx, NY, USA
| | - Martin Sliwinski
- Center for Healthy Aging, Pennsylvania State University, State College, PA, USA
| | - Ian J. Deary
- University of New South Wales, Department of Developmental Disability Neuropsychiatry, Sydney, Australia
| | | | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Perminder S. Sachdev
- The University of New South Wales, Centre for Healthy Brain Ageing (CHeBA), Sydney NSW, Australia
| | - Henry Brodaty
- The University of New South Wales, Centre for Healthy Brain Ageing (CHeBA), Sydney NSW, Australia
| | - Julian N. Trollor
- The University of New South Wales, Centre for Healthy Brain Ageing (CHeBA), Sydney NSW, Australia
- University of New South Wales, Department of Developmental Disability Neuropsychiatry, Sydney, Australia
| | - David Ames
- University of Melbourne Academic Unit for Psychiatry of Old Age and National Ageing Research Institute, Kew & Parkville, Australia
| | | | - Denis Gerstorf
- Humboldt University Berlin, Germany, Department of Psychology, Berlin, Germany
| | | | - Andrea M. Piccinin
- The University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Scott M. Hofer
- The University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Daniel K. Mroczek
- Northwestern University, Department of Medical Social Sciences, Chicago, IL, USA
- Northwestern University, Department of Psychology, Evanston, IL, USA
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29
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Aschwanden D, Strickhouser JE, Sesker AA, Lee JH, Luchetti M, Stephan Y, Sutin AR, Terracciano A. Psychological and Behavioural Responses to Coronavirus Disease 2019: The Role of Personality. EUROPEAN JOURNAL OF PERSONALITY 2020; 35:PER2281. [PMID: 32836766 PMCID: PMC7361622 DOI: 10.1002/per.2281 10.1002/per.2281] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 05/28/2020] [Accepted: 05/30/2020] [Indexed: 07/26/2023]
Abstract
This study examined the associations between personality traits and psychological and behavioural responses to the coronavirus disease 2019 (COVID-19) pandemic. Personality was assessed in January/February 2020 when the public was not aware of the spread of coronavirus in the USA. Participants were reassessed in late March 2020 with four sets of questions about the pandemic: concerns, precautions, preparatory behaviours, and duration estimates. The sample consisted of N = 2066 participants (mean age = 51.42; range = 18-98; 48.5% women). Regression models were used to analyse the data with age, gender, education, race, and ethnicity as covariates. Consistent with the preregistered hypotheses, higher neuroticism was related to more concerns and longer duration estimates related to COVID-19, higher extraversion was related to shorter duration estimates, and higher conscientiousness was associated with more precautions. In contrast to the preregistered hypotheses, higher neuroticism was associated with fewer precautions and unrelated to preparatory behaviours. Age moderated several trait-response associations, suggesting that some of the responses were associated more strongly in older adults, a group at risk for complications of COVID-19. For example, older adults high in conscientiousness prepared more. The present findings provide insights into how personality predicts concerns and behaviours related to the COVID-19 pandemic. © 2020 European Association of Personality Psychology.
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Affiliation(s)
- Damaris Aschwanden
- Department of Geriatrics, College of MedicineFlorida State UniversityFLUSA
| | - Jason E. Strickhouser
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
| | - Amanda A. Sesker
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
| | - Ji Hyun Lee
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
| | - Martina Luchetti
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
| | | | - Angelina R. Sutin
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
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30
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Aschwanden D, Strickhouser JE, Sesker AA, Lee JH, Luchetti M, Stephan Y, Sutin AR, Terracciano A. Psychological and Behavioural Responses to Coronavirus Disease 2019: The Role of Personality. EUROPEAN JOURNAL OF PERSONALITY 2020; 35:PER2281. [PMID: 32836766 PMCID: PMC7361622 DOI: 10.1002/per.2281] [Citation(s) in RCA: 128] [Impact Index Per Article: 25.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 05/28/2020] [Accepted: 05/30/2020] [Indexed: 01/18/2023]
Abstract
This study examined the associations between personality traits and psychological and behavioural responses to the coronavirus disease 2019 (COVID-19) pandemic. Personality was assessed in January/February 2020 when the public was not aware of the spread of coronavirus in the USA. Participants were reassessed in late March 2020 with four sets of questions about the pandemic: concerns, precautions, preparatory behaviours, and duration estimates. The sample consisted of N = 2066 participants (mean age = 51.42; range = 18-98; 48.5% women). Regression models were used to analyse the data with age, gender, education, race, and ethnicity as covariates. Consistent with the preregistered hypotheses, higher neuroticism was related to more concerns and longer duration estimates related to COVID-19, higher extraversion was related to shorter duration estimates, and higher conscientiousness was associated with more precautions. In contrast to the preregistered hypotheses, higher neuroticism was associated with fewer precautions and unrelated to preparatory behaviours. Age moderated several trait-response associations, suggesting that some of the responses were associated more strongly in older adults, a group at risk for complications of COVID-19. For example, older adults high in conscientiousness prepared more. The present findings provide insights into how personality predicts concerns and behaviours related to the COVID-19 pandemic. © 2020 European Association of Personality Psychology.
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Affiliation(s)
- Damaris Aschwanden
- Department of Geriatrics, College of MedicineFlorida State UniversityFLUSA
| | - Jason E. Strickhouser
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
| | - Amanda A. Sesker
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
| | - Ji Hyun Lee
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
| | - Martina Luchetti
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
| | | | - Angelina R. Sutin
- Department of Behavioral Sciences and Social Medicine, College of MedicineFlorida State UniversityFLUSA
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31
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Predicting mortality from 57 economic, behavioral, social, and psychological factors. Proc Natl Acad Sci U S A 2020; 117:16273-16282. [PMID: 32571904 PMCID: PMC7369318 DOI: 10.1073/pnas.1918455117] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
In our prospective study using nationally representative data from 13,611 adults in the US Health and Retirement Study, we used traditional and machine-learning statistical approaches to reveal the most important factors across the behavioral and social sciences that predict mortality in older adults. In the study, we found that top predictors of mortality spanned all investigated domains, opening up opportunities for future hypothesis generation in observational and clinical studies and the identification of potential new targets for screening and policy. Behavioral and social scientists have identified many nonbiological predictors of mortality. An important limitation of much of this research, however, is that risk factors are not studied in comparison with one another or from across different fields of research. It therefore remains unclear which factors should be prioritized for interventions and policy to reduce mortality risk. In the current investigation, we compare 57 factors within a multidisciplinary framework. These include (i) adverse socioeconomic and psychosocial experiences during childhood and (ii) socioeconomic conditions, (iii) health behaviors, (iv) social connections, (v) psychological characteristics, and (vi) adverse experiences during adulthood. The current prospective cohort investigation with 13,611 adults from 52 to 104 y of age (mean age 69.3 y) from the nationally representative Health and Retirement Study used weighted traditional (i.e., multivariate Cox regressions) and machine-learning (i.e., lasso, random forest analysis) statistical approaches to identify the leading predictors of mortality over 6 y of follow-up time. We demonstrate that, in addition to the well-established behavioral risk factors of smoking, alcohol abuse, and lack of physical activity, economic (e.g., recent financial difficulties, unemployment history), social (e.g., childhood adversity, divorce history), and psychological (e.g., negative affectivity) factors were also among the strongest predictors of mortality among older American adults. The strength of these predictors should be used to guide future transdisciplinary investigations and intervention studies across the fields of epidemiology, psychology, sociology, economics, and medicine to understand how changes in these factors alter individual mortality risk.
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32
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Graham EK, Weston SJ, Turiano NA, Aschwanden D, Booth T, Harrison F, James BD, Lewis NA, Makkar SR, Mueller S, Wisniewski KM, Yoneda T, Zhaoyang R, Spiro A, Willis S, Schaie KW, Sliwinski M, Lipton RA, Katz MJ, Deary IJ, Zelinski EM, Bennett DA, Sachdev PS, Brodaty H, Trollor JN, Ames D, Wright MJ, Gerstorf D, Allemand M, Drewelies J, Wagner GG, Muniz-Terrera G, Piccinin AM, Hofer SM, Mroczek DK. Is Healthy Neuroticism Associated with Health Behaviors? A Coordinated Integrative Data Analysis. COLLABRA. PSYCHOLOGY 2020; 6:32. [PMID: 33354649 PMCID: PMC7751766 DOI: 10.1525/collabra.266] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Current literature suggests that neuroticism is positively associated with maladaptive life choices, likelihood of disease, and mortality. However, recent research has identified circumstances under which neuroticism is associated with positive outcomes. The current project examined whether "healthy neuroticism", defined as the interaction of neuroticism and conscientiousness, was associated with the following health behaviors: smoking, alcohol consumption, and physical activity. Using a pre-registered multi-study coordinated integrative data analysis (IDA) approach, we investigated whether "healthy neuroticism" predicted the odds of engaging in each of the aforementioned activities. Each study estimated identical models, using the same covariates and data transformations, enabling optimal comparability of results. These results were then meta-analyzed in order to estimate an average (N-weighted) effect and to ascertain the extent of heterogeneity in the effects. Overall, these results suggest that neuroticism alone was not related to health behaviors, while individuals higher in conscientiousness were less likely to be smokers or drinkers, and more likely to engage in physical activity. In terms of the healthy neuroticism interaction of neuroticism and conscientiousness, significant interactions for smoking and physical activity suggest that the association between neuroticism and health behaviors was smaller among those high in conscientiousness. These findings lend credence to the idea that healthy neuroticism may be linked to certain health behaviors and that these effects are generalizable across several heterogeneous samples.
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Affiliation(s)
- Eileen K. Graham
- Northwestern University, Department of Medical Social Sciences, Chicago, IL, USA
| | - Sara J. Weston
- University of Oregon, Department of Psychology, Eugene, OR, USA
| | - Nicholas A. Turiano
- West Virginia University, Department of Psychology and the West Virginia Prevention Research Center, Morgantown, WV, USA
| | - Damaris Aschwanden
- Florida State University, Department of Geriatrics, Tallahassee, FL, USA
| | - Tom Booth
- University of Edinburgh, Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, Edinburgh, Scotland
| | - Fleur Harrison
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
| | - Bryan D. James
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Nathan A. Lewis
- University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Steven R. Makkar
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
| | - Swantje Mueller
- University of Hamburg, Berlin Germany, Department of Psychology,Humboldt University, Berlin Germany, Department of Psychology
| | - Kristi M. Wisniewski
- University of Southern California, Leonard Davis School of Gerontology, Los Angeles, CA
| | - Tomiko Yoneda
- University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Ruixue Zhaoyang
- Pennsylvania State University, Center for Healthy Aging, State College, PA, USA
| | - Avron Spiro
- VA Boston Healthcare System, Boston, MA, USA,Boston University, Boston, MA, USA
| | - Sherry Willis
- University of Washington, Department of Psychiatry and Behavioral Sciences, Seattle, WA, USA
| | - K. Warner Schaie
- Pennsylvania State University, Department of Human Development and Psychology, State College, PA, USA
| | - Martin Sliwinski
- Pennsylvania State University, Center for Healthy Aging, State College, PA, USA
| | | | | | - Ian J. Deary
- University of Edinburgh, Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, Edinburgh, Scotland
| | - Elizabeth M. Zelinski
- University of Southern California, Leonard Davis School of Gerontology, Los Angeles, CA
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Perminder S. Sachdev
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
| | - Henry Brodaty
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia
| | - Julian N. Trollor
- University of New South Wales, Centre for Healthy Brain Aging, Sydney NSW, Australia,University of New South Wales, Department of Developmental Disability Neuropsychiatry, Sydney NSW, Australia
| | - David Ames
- University of Melbourne Academic Unit for Psychiatry of Old Age and National Ageing Research Institute, Kew & Parkville, Australia
| | | | - Denis Gerstorf
- Humboldt University, Berlin Germany, Department of Psychology
| | - Mathias Allemand
- University of Zurich, Department of Psychology, Zurich, Switzerland
| | | | | | | | | | - Scott M. Hofer
- University of Victoria, Department of Psychology, Victoria, BC, Canada
| | - Daniel K. Mroczek
- Northwestern University, Department of Medical Social Sciences, Chicago, IL, USA,Northwestern University, Department of Psychology, Evanston, IL, USA
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33
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Hill WD, Weiss A, Liewald DC, Davies G, Porteous DJ, Hayward C, McIntosh AM, Gale CR, Deary IJ. Genetic contributions to two special factors of neuroticism are associated with affluence, higher intelligence, better health, and longer life. Mol Psychiatry 2020; 25:3034-3052. [PMID: 30867560 PMCID: PMC7577854 DOI: 10.1038/s41380-019-0387-3] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2018] [Revised: 02/15/2019] [Accepted: 02/22/2019] [Indexed: 11/27/2022]
Abstract
Higher scores on the personality trait of neuroticism, the tendency to experience negative emotions, are associated with worse mental and physical health. Studies examining links between neuroticism and health typically operationalize neuroticism by summing the items from a neuroticism scale. However, neuroticism is made up of multiple heterogeneous facets, each contributing to the effect of neuroticism as a whole. A recent study showed that a 12-item neuroticism scale described one broad trait of general neuroticism and two special factors, one characterizing the extent to which people worry and feel vulnerable, and the other characterizing the extent to which people are anxious and tense. This study also found that, although individuals who were higher on general neuroticism lived shorter lives, individuals whose neuroticism was characterized by worry and vulnerability lived longer lives. Here, we examine the genetic contributions to the two special factors of neuroticism-anxiety/tension and worry/vulnerability-and how they contrast with that of general neuroticism. First, we show that, whereas the polygenic load for neuroticism is associated with the genetic risk of coronary artery disease, lower intelligence, lower socioeconomic status (SES), and poorer self-rated health, the genetic variants associated with high levels of anxiety/tension, and high levels of worry/vulnerability are associated with genetic variants linked to higher SES, higher intelligence, better self-rated health, and longer life. Second, we identify genetic variants that are uniquely associated with these protective aspects of neuroticism. Finally, we show that different neurological pathways are linked to each of these neuroticism phenotypes.
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Affiliation(s)
- W. David Hill
- grid.4305.20000 0004 1936 7988Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK ,grid.4305.20000 0004 1936 7988School of Philosophy, Psychology and Language Sciences, Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK
| | - Alexander Weiss
- grid.4305.20000 0004 1936 7988Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK ,grid.4305.20000 0004 1936 7988School of Philosophy, Psychology and Language Sciences, Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK
| | - David C. Liewald
- grid.4305.20000 0004 1936 7988Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK
| | - Gail Davies
- grid.4305.20000 0004 1936 7988Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK
| | - David J. Porteous
- grid.4305.20000 0004 1936 7988Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK ,Centre for Genomic and Experimental Medicine, Institute of Genetics & Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU United Kingdom
| | - Caroline Hayward
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU United Kingdom
| | - Andrew M. McIntosh
- grid.4305.20000 0004 1936 7988Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK ,grid.4305.20000 0004 1936 7988Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, EH10 5HF United Kingdom
| | - Catharine R. Gale
- grid.4305.20000 0004 1936 7988Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK ,grid.4305.20000 0004 1936 7988School of Philosophy, Psychology and Language Sciences, Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK ,grid.5491.90000 0004 1936 9297MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - Ian J. Deary
- grid.4305.20000 0004 1936 7988Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK ,grid.4305.20000 0004 1936 7988School of Philosophy, Psychology and Language Sciences, Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ UK
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34
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Mutambudzi M, Flowers P, Demou E. Emergency personnel neuroticism, health and lifestyle: A UK Biobank study. Occup Med (Lond) 2019; 69:617-624. [PMID: 31951004 PMCID: PMC7021101 DOI: 10.1093/occmed/kqz169] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Background Emergency personnel face unpredictable and challenging incidents and their resilience and ability to cope influences their well-being. Personality traits, such as neuroticism, are postulated to be robust predictors of health and health behaviours. Despite evidence in the general population that neuroticism can positively impact health and health behaviours; to date neuroticism in emergency personnel has primarily been associated with adverse health outcomes. Aims To assess whether neuroticism has a negative or positive impact on subjective and objective health and health behaviours in emergency personnel. Methods This study used cross-sectional UK Biobank baseline data of emergency personnel (police, firemen and paramedics). Logistic regression models examined the strength of the associations of neuroticism tertiles with subjective (self-reported overall health and chronic conditions) and objective health (abdominal obesity) and self-reported smoking, sleeping, alcohol use and exercise levels. Results High neuroticism was positively associated with poorer subjective health outcomes in all emergency personnel (n = 2483). The association between neuroticism and chronic disease/s was significant for police in the second (odds ratio [OR] = 1.93, 95% confidence interval [CI] = 1.15–1.94) and third (OR = 1.62, 95% CI = 1.21–2.16) neuroticism tertiles. Neuroticism in firemen was associated with reduced abdominal obesity (OR = 0.49, 95% CI = 0.25–0.96) and increased exercise (OR = 2.14, 95% CI = 1.07–4.25). Conclusions We observed positive and negative associations between neuroticism and health outcomes and behaviours. While differences were observed across the emergency personnel groups, more research is needed to better understand how personality traits may impact health in workers with physically and mentally intense jobs.
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Affiliation(s)
- M Mutambudzi
- MRC/CSO Social and Public Health Sciences Unit, Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - P Flowers
- MRC/CSO Social and Public Health Sciences Unit, Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - E Demou
- MRC/CSO Social and Public Health Sciences Unit, Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
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35
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Hill WD, Davies NM, Ritchie SJ, Skene NG, Bryois J, Bell S, Di Angelantonio E, Roberts DJ, Xueyi S, Davies G, Liewald DCM, Porteous DJ, Hayward C, Butterworth AS, McIntosh AM, Gale CR, Deary IJ. Genome-wide analysis identifies molecular systems and 149 genetic loci associated with income. Nat Commun 2019; 10:5741. [PMID: 31844048 PMCID: PMC6915786 DOI: 10.1038/s41467-019-13585-5] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 11/11/2019] [Indexed: 01/01/2023] Open
Abstract
Socioeconomic position (SEP) is a multi-dimensional construct reflecting (and influencing) multiple socio-cultural, physical, and environmental factors. In a sample of 286,301 participants from UK Biobank, we identify 30 (29 previously unreported) independent-loci associated with income. Using a method to meta-analyze data from genetically-correlated traits, we identify an additional 120 income-associated loci. These loci show clear evidence of functionality, with transcriptional differences identified across multiple cortical tissues, and links to GABAergic and serotonergic neurotransmission. By combining our genome wide association study on income with data from eQTL studies and chromatin interactions, 24 genes are prioritized for follow up, 18 of which were previously associated with intelligence. We identify intelligence as one of the likely causal, partly-heritable phenotypes that might bridge the gap between molecular genetic inheritance and phenotypic consequence in terms of income differences. These results indicate that, in modern era Great Britain, genetic effects contribute towards some of the observed socioeconomic inequalities.
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Affiliation(s)
- W David Hill
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK.
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK.
| | - Neil M Davies
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, BS8 2BN, UK
- Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK
| | - Stuart J Ritchie
- Social, Genetic and Developmental Psychiatry Centre, King's College London, London, UK
| | - Nathan G Skene
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- UCL Institute of Neurology, Queen Square, London, UK
- Department of Medicine, Division of Brain Sciences, Imperial College, London, UK
| | - Julien Bryois
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Steven Bell
- The National Institute for Health Research Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- UK Medical Research Council/British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge, CB2 0QQ, UK
| | - Emanuele Di Angelantonio
- The National Institute for Health Research Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- UK Medical Research Council/British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge, CB2 0QQ, UK
- NHS Blood and Transplant, Cambridge, UK
| | - David J Roberts
- Cambridge Substantive Site, Health Data Research UK, Wellcome Genome Campus, Hinxton, UK
- BRC Haematology Theme and Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- NHS Blood and Transplant - Oxford Centre, Oxford, UK
| | - Shen Xueyi
- Division of Psychiatry, University of Edinburgh, Edinburgh, EH10 5HF, UK
| | - Gail Davies
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
| | - David C M Liewald
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
| | - David J Porteous
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Caroline Hayward
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Adam S Butterworth
- The National Institute for Health Research Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- UK Medical Research Council/British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge, CB2 0QQ, UK
| | - Andrew M McIntosh
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Division of Psychiatry, University of Edinburgh, Edinburgh, EH10 5HF, UK
| | - Catharine R Gale
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, SO16 6YD, UK
| | - Ian J Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
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36
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Hill WD, Davies NM, Ritchie SJ, Skene NG, Bryois J, Bell S, Di Angelantonio E, Roberts DJ, Xueyi S, Davies G, Liewald DCM, Porteous DJ, Hayward C, Butterworth AS, McIntosh AM, Gale CR, Deary IJ. Genome-wide analysis identifies molecular systems and 149 genetic loci associated with income. Nat Commun 2019; 10:5741. [PMID: 31844048 DOI: 10.1101/573691] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 11/11/2019] [Indexed: 05/25/2023] Open
Abstract
Socioeconomic position (SEP) is a multi-dimensional construct reflecting (and influencing) multiple socio-cultural, physical, and environmental factors. In a sample of 286,301 participants from UK Biobank, we identify 30 (29 previously unreported) independent-loci associated with income. Using a method to meta-analyze data from genetically-correlated traits, we identify an additional 120 income-associated loci. These loci show clear evidence of functionality, with transcriptional differences identified across multiple cortical tissues, and links to GABAergic and serotonergic neurotransmission. By combining our genome wide association study on income with data from eQTL studies and chromatin interactions, 24 genes are prioritized for follow up, 18 of which were previously associated with intelligence. We identify intelligence as one of the likely causal, partly-heritable phenotypes that might bridge the gap between molecular genetic inheritance and phenotypic consequence in terms of income differences. These results indicate that, in modern era Great Britain, genetic effects contribute towards some of the observed socioeconomic inequalities.
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Affiliation(s)
- W David Hill
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK.
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK.
| | - Neil M Davies
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, BS8 2BN, UK
- Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK
| | - Stuart J Ritchie
- Social, Genetic and Developmental Psychiatry Centre, King's College London, London, UK
| | - Nathan G Skene
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- UCL Institute of Neurology, Queen Square, London, UK
- Department of Medicine, Division of Brain Sciences, Imperial College, London, UK
| | - Julien Bryois
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Steven Bell
- The National Institute for Health Research Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- UK Medical Research Council/British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge, CB2 0QQ, UK
| | - Emanuele Di Angelantonio
- The National Institute for Health Research Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- UK Medical Research Council/British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge, CB2 0QQ, UK
- NHS Blood and Transplant, Cambridge, UK
| | - David J Roberts
- Cambridge Substantive Site, Health Data Research UK, Wellcome Genome Campus, Hinxton, UK
- BRC Haematology Theme and Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- NHS Blood and Transplant - Oxford Centre, Oxford, UK
| | - Shen Xueyi
- Division of Psychiatry, University of Edinburgh, Edinburgh, EH10 5HF, UK
| | - Gail Davies
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
| | - David C M Liewald
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
| | - David J Porteous
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Caroline Hayward
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Adam S Butterworth
- The National Institute for Health Research Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- UK Medical Research Council/British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Wort's Causeway, Cambridge, CB1 8RN, UK
- British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge, CB2 0QQ, UK
| | - Andrew M McIntosh
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Division of Psychiatry, University of Edinburgh, Edinburgh, EH10 5HF, UK
| | - Catharine R Gale
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, SO16 6YD, UK
| | - Ian J Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK
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Weiss A, Deary IJ. A New Look at Neuroticism: Should We Worry So Much About Worrying? CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE 2019. [DOI: 10.1177/0963721419887184] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
People with higher levels of neuroticism seem to have drawn the short straw of personality. However, there are multiple ways to score highly in neuroticism. Analyses of the short scale of the Eysenck Personality Questionnaire-Revised in three large data sets have revealed that higher neuroticism can mean having elevated scores on all items, elevated scores mainly on items related to anxiety and tension, or elevated scores mainly on items related to worry and vulnerability. Epidemiological and molecular genetic studies have revealed that people in the first group are at greater risk for poorer mental and physical health but that people in the latter two groups, especially those beset by worry and feelings of vulnerability, have better physical health. These findings suggest that future research on neuroticism and health should focus on different ways that people can exhibit high neuroticism.
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Affiliation(s)
- Alexander Weiss
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, The University of Edinburgh
| | - Ian J. Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, The University of Edinburgh
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Tian L, You HZ, Wu H, Wei Y, Zheng M, He L, Liu JY, Guo SZ, Zhao Y, Zhou RL, Hu X. iTRAQ-based quantitative proteomic analysis provides insight for molecular mechanism of neuroticism. Clin Proteomics 2019; 16:38. [PMID: 31719821 PMCID: PMC6839193 DOI: 10.1186/s12014-019-9259-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 10/28/2019] [Indexed: 12/21/2022] Open
Abstract
Background Neuroticism is a core personality trait and a major risk factor for several mental and physical diseases, particularly in females, who score higher on neuroticism than men, on average. However, a better understanding of the expression profiles of proteins in the circulating blood of different neurotic female populations may help elucidate the intrinsic mechanism of neurotic personality and aid prevention strategies on mental and physical diseases associated with neuroticism. Methods In our study, female subjects were screened for inclusion by the Eysenck Personality Questionnaire (EPQ), Beck Depression Inventory (BDI), Beck Anxiety Inventory (BAI) scales and routine physical examination. Subjects who passed the examination and volunteered to participate were grouped by neuroticism using EPQ scores (0 and 1 = low neuroticism group; > 5 = high neuroticism group). Proteins in serum samples of the two neuroticism groups were identified using isobaric tags for relative and absolute quantification (iTRAQ) technology. Results A total of 410 proteins exhibited significant differences between high and low neuroticism, 236 proteins were significantly upregulated and 174 proteins were significantly downregulated. Combine the results of GO and KEGG enrichment analysis of differences proteins between high and low neuroticism with the PPI network, it could be observed that the Alpha-synuclein (SNCA), ATP7A protein (ATP7A), Guanine nucleotide-binding protein G(I)/G(S)/G(O) subunit gamma-2 (GNG2), cyclin-dependent kinase 6 (CDK6), myeloperoxidase (MPO), azurocidin (AZU1), Histone H2B type 1-H (HIST1H2BH), Integrin alpha-M (ITGAM) and Matrix metalloproteinase-9 (MMP9) might participate in the intrinsic mechanism of neuroticism by regulating response to catecholamine stimulus, catecholamine metabolic process, limbic system development and transcriptional misregulation in cancer pathway. Conclusions Our study revealed the characteristics of the neurotic personality proteome, which might be intrinsic mechanism of the neurotic population.
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Affiliation(s)
- Lei Tian
- 1School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029 China
| | - Hong-Zhao You
- 2Department of Endocrinology, Fuwai Hospital and National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037 China
| | - Hao Wu
- 1School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029 China
| | - Yu Wei
- 1School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029 China
| | - Min Zheng
- 1School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029 China
| | - Lei He
- 1School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029 China
| | - Jin-Ying Liu
- 1School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029 China
| | - Shu-Zhen Guo
- 1School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029 China
| | - Yan Zhao
- 1School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029 China
| | - Ren-Lai Zhou
- 3School of Psychology, Beijing Normal University, Beijing, 100875 China
| | - Xingang Hu
- 4Beijing University of Chinese Medicine Third Hospital, Beijing, 100029 China
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Weiss A, Costa PT, Deary IJ, Garside DB, Stamler J. The MMPI factor scales and risk of death in men during 45 years of follow-up: The Western Electric study. Psychol Aging 2019; 35:97-111. [PMID: 31714099 DOI: 10.1037/pag0000421] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
We examined associations between personality traits measured in 1958 and both all-cause and cause-specific mortality assessed 45 years later in 2003. Participants were 1,862 middle-aged men employed by the Western Electric Company. Outcomes were days to death from all causes, coronary heart disease, stroke, cancer, and causes other than circulatory diseases, cancer, accidents/homicide/suicides, or injuries (other causes). Measures in 1958 included age, education, health behaviors, biomedical risk factors, and nine content factors identified in the Minnesota Multiphasic Personality Inventory (MMPI). Four content factors-neuroticism, cynicism, extraversion, and intellectual interests-were related to the five-factor model domains of neuroticism, agreeableness, extraversion, and openness, respectively. The remaining five-psychoticism, masculinity versus femininity, religious orthodoxy, somatic complaints, and inadequacy-corresponded to the five-factor model's facets and styles (combinations of two domains) or were unrelated to the five-factor model. In age-adjusted and fully adjusted models, cynicism was associated with greater all-cause and cancer mortality. In fully adjusted models, inadequacy was associated with lower all-cause mortality and lower mortality from other causes. In age-adjusted models, religious orthodoxy was associated with lower cancer mortality. Further analyses revealed that the association between cynicism and all-cause mortality waned over time. Exploratory analyses of death from any disease of the circulatory system revealed no further associations. These findings reveal the importance of cynicism (disagreeableness) as a mortality risk factor, show that associations between cynicism and all-cause mortality are limited to certain periods of the lifespan, and highlight the need to study personality styles or types, such as inadequacy, that involve high neuroticism, low extraversion, and low conscientiousness. (PsycINFO Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
| | | | - Ian J Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology
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Čukić I, Gale CR, Chastin SFM, Dall PM, Dontje ML, Skelton DA, Deary IJ. Cross-sectional associations between personality traits and device-based measures of step count and sedentary behaviour in older age: the Lothian Birth Cohort 1936. BMC Geriatr 2019; 19:302. [PMID: 31707991 PMCID: PMC6842536 DOI: 10.1186/s12877-019-1328-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Accepted: 10/24/2019] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND While the associations between personality traits and self-reported physical activity are well replicated, few studies have examined the associations between personality and device-based measures of both physical activity and sedentary behaviour. Low levels of physical activity and high levels of sedentary behaviour are known risk factors for poorer health outcomes in older age. METHODS We used device-based measures of physical activity and sedentary behaviour recorded over 7 days in 271 79-year-old participants of the Lothian Birth Cohort 1936. Linear regression models were used to assess whether personality traits were cross-sectionally associated with step count, sedentary time, and the number of sit-to-stand transitions. Personality traits were entered one at a time, and all-together, controlling for age and sex in Model 1 and additionally for BMI and limiting long-term illness in Model 2. RESULTS None of the associations between personality traits and measures of physical activity and sedentary behaviours remained significant after controlling for multiple-comparisons using the False Discovery Rate test (all ps > .07). CONCLUSIONS We found no evidence that personality traits are associated with device-based measures of physical activity or sedentary behaviour in older age. More studies are needed to replicate and examine the nature of these relationships.
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Affiliation(s)
- Iva Čukić
- Department of Psychology, Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
- Centre for Dementia Prevention, University of Edinburgh, Edinburgh, UK
| | - Catharine R. Gale
- Department of Psychology, Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - Sebastien F. M. Chastin
- Centre for Living, School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, UK
- Department of Movement and Sports Sciences, Faculty of Medicine and Health Science, Ghent University, Ghent, Belgium
| | - Philippa M. Dall
- Centre for Living, School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, UK
| | - Manon L. Dontje
- Centre for Living, School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, UK
- Department of Public Health, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Dawn A. Skelton
- Centre for Living, School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, UK
| | - Ian J. Deary
- Department of Psychology, Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
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Graham N, Ward J, Mackay D, Pell JP, Cavanagh J, Padmanabhan S, Smith DJ. Impact of major depression on cardiovascular outcomes for individuals with hypertension: prospective survival analysis in UK Biobank. BMJ Open 2019; 9:e024433. [PMID: 31575565 PMCID: PMC6797415 DOI: 10.1136/bmjopen-2018-024433] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES To assess whether a history of major depressive disorder (MDD) in middle-aged individuals with hypertension influences first-onset cardiovascular disease outcomes. DESIGN Prospective cohort survival analysis using Cox proportional hazards regression with a median follow-up of 63 months (702 902 person-years). Four mutually exclusive groups were compared: hypertension only (n=56 035), MDD only (n=15 098), comorbid hypertension plus MDD (n=12 929) and an unaffected (no hypertension, no MDD) comparison group (n=50 798). SETTING UK Biobank. PARTICIPANTS UK Biobank participants without cardiovascular disease aged 39-70 who completed psychiatric questions relating International Classification of Diseases-10 Revision (ICD-10) diagnostic criteria on a touchscreen questionnaire at baseline interview in 2006-2010 (n=134 860). PRIMARY AND SECONDARY OUTCOME MEASURES First-onset adverse cardiovascular outcomes leading to hospital admission or death (ICD-10 codes I20-I259, I60-69 and G45-G46), adjusted in a stepwise manner for sociodemographic, health and lifestyle features. Secondary analyses were performed looking specifically at stroke outcomes (ICD-10 codes I60-69 and G45-G46) and in gender-separated models. RESULTS Relative to controls, adjusted HRs for adverse cardiovascular outcomes were increased for the hypertension only group (HR 1.36, 95% CI 1.22 to 1.52) and were higher still for the comorbid hypertension plus MDD group (HR 1.66, 95% CI 1.45 to 1.9). HRs for the comorbid hypertension plus MDD group were significantly raised compared with hypertension alone (HR 1.22, 95% CI 1.1 to 1.35). Interaction measured using relative excess risk due to interaction (RERI) and likelihood ratios (LRs) were identified at baseline (RERI 0.563, 95% CI 0.189 to 0.938; LR p=0.0116) but not maintained during the follow-up. LIMITATIONS Possible selection bias in UK Biobank and inability to assess for levels of medication adherence. CONCLUSIONS Comorbid hypertension and MDD conferred greater hazard than hypertension alone for adverse cardiovascular outcomes, although evidence of interaction between hypertension and MDD was inconsistent over time. Future cardiovascular risk prediction tools may benefit from the inclusion of questions about prior history of depressive disorders.
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Affiliation(s)
- Nicholas Graham
- Gartnavel Royal Hopsital, University of Glasgow Institute of Health and Wellbeing, Glasgow, UK
| | - Joey Ward
- Gartnavel Royal Hopsital, University of Glasgow Institute of Health and Wellbeing, Glasgow, UK
| | - Daniel Mackay
- 1 Lilybank Gardens, Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - J P Pell
- 1 Lilybank Gardens, Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Jonathan Cavanagh
- 1 Lilybank Gardens, Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Sandosh Padmanabhan
- Institute of Cardiovascular and Medical Sciences, British Heart Foundation Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, UK
| | - Daniel J Smith
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
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Batty GD, Gale CR, Kivimäki M, Bell S. Assessment of Relative Utility of Underlying vs Contributory Causes of Death. JAMA Netw Open 2019; 2:e198024. [PMID: 31365105 PMCID: PMC6669894 DOI: 10.1001/jamanetworkopen.2019.8024] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 06/05/2019] [Indexed: 01/10/2023] Open
Abstract
Importance In etiological research, investigators using death certificate data have traditionally extracted underlying cause of mortality alone. With multimorbidity being increasingly common, more than one condition is often compatible with the manner of death. Using contributory cause plus underlying cause would also have some analytical advantages, but their combined utility is largely untested. Objective To compare the relative utility of cause of death data extracted from the underlying cause field vs any location on the death certificate (underlying and contributing combined). Design, Setting, and Participants This study compares the association of 3 known risk factors (cigarette smoking, low educational attainment, and hypertension) with health outcomes based on where cause of death data appears on the death certificate in 2 prospective cohort study collaborations (UK Biobank [N = 502 655] and the Health Survey for England [15 studies] and the Scottish Health Surveys [3 studies] [HSE-SHS; N = 193 873]). Data were collected in UK Biobank from March 2006 to October 2010 and in HSE-SHS from January 1994 to December 2008. Data analysis began in June 2018 and concluded in June 2019. Main Outcomes and Measures Death from cardiovascular disease, cancer, dementia, and injury. For each risk factor-mortality end point combination, a ratio of hazard ratios (RHR) was computed by dividing the effect estimate for the underlying cause by the effect estimate for any mention. Results In UK Biobank, there were 14 421 deaths (2.9%) during a mean (SD) of 6.99 (1.03) years of follow up; in HSE-SHS, there were 21 314 deaths (11.0%) during a mean (SD) of 9.61 (4.44) years of mortality surveillance. Established associations of risk factors with death outcomes were essentially the same irrespective of placement of cause on the death certificate. Results from each study were mutually supportive. For having ever smoked cigarettes (vs never having smoked) in the UK Biobank, the RHR for cardiovascular disease was 0.98 (95% CI, 0.87-1.10; P value for difference = .69); for cancer, the RHR was 0.99 (95% CI, 0.93-1.05; P value for difference = .69). In the HSE-SHS, the RHR for cardiovascular disease was 0.94 (95% CI, 0.87-1.01; P value for difference = .09); for cancer, it was 1.01 (95% CI, 0.94-1.10; P value for difference = .75). Conclusions and Relevance Risk factor-end point associations were not sensitive to the placement of data on the death certificate. This has implications for the examination of the association of risk factors with causes of death where there may be too few events to compute reliable effect estimates based on the underlying field alone.
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Affiliation(s)
- G. David Batty
- School of Biological and Population Health Sciences, Oregon State University, Corvallis
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Catharine R. Gale
- Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, Southampton, United Kingdom
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom
| | - Mika Kivimäki
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Steven Bell
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
- The National Institute for Health Research Blood and Transplant Unit in Donor Health and Genomics, University of Cambridge, Cambridge, United Kingdom
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Langvik E, Bjerkeset O, Vaag J. Personality traits and the use of manual, alternative, and mental healthcare services and medication in Norwegian musicians. PERSONALITY AND INDIVIDUAL DIFFERENCES 2019. [DOI: 10.1016/j.paid.2018.04.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Weiss A, Gale CR, Čukić I, Batty GD, McIntosh AM, Deary IJ. Conditioning on a Collider May or May Not Explain the Relationship Between Lower Neuroticism and Premature Mortality in the Study by Gale et al. (2017): A Reply to Richardson, Davey Smith, and Munafò (2019). Psychol Sci 2019; 30:633-638. [PMID: 30794485 PMCID: PMC6472143 DOI: 10.1177/0956797619833325] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 01/23/2018] [Indexed: 11/28/2022] Open
Affiliation(s)
- Alexander Weiss
- Centre for Cognitive Ageing and
Cognitive Epidemiology, Department of Psychology, University of Edinburgh
- Department of Psychology, School of
Philosophy, Psychology & Language Sciences, University of Edinburgh
| | - Catharine R. Gale
- Centre for Cognitive Ageing and
Cognitive Epidemiology, Department of Psychology, University of Edinburgh
- Department of Psychology, School of
Philosophy, Psychology & Language Sciences, University of Edinburgh
- MRC Lifecourse Epidemiology Unit,
University of Southampton
| | - Iva Čukić
- Centre for Cognitive Ageing and
Cognitive Epidemiology, Department of Psychology, University of Edinburgh
- Department of Psychology, School of
Philosophy, Psychology & Language Sciences, University of Edinburgh
| | - G. David Batty
- Centre for Cognitive Ageing and
Cognitive Epidemiology, Department of Psychology, University of Edinburgh
- Department of Epidemiology & Public
Health, University College London
| | - Andrew M. McIntosh
- Centre for Cognitive Ageing and
Cognitive Epidemiology, Department of Psychology, University of Edinburgh
- Division of Psychiatry, University of
Edinburgh
| | - Ian J. Deary
- Centre for Cognitive Ageing and
Cognitive Epidemiology, Department of Psychology, University of Edinburgh
- Department of Psychology, School of
Philosophy, Psychology & Language Sciences, University of Edinburgh
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Richardson TG, Davey Smith G, Munafò MR. Conditioning on a Collider May Induce Spurious Associations: Do the Results of Gale et al. (2017) Support a Health-Protective Effect of Neuroticism in Population Subgroups? Psychol Sci 2019; 30:629-632. [PMID: 30794476 PMCID: PMC6472179 DOI: 10.1177/0956797618774532] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Accepted: 04/11/2018] [Indexed: 01/17/2023] Open
Affiliation(s)
- Tom G. Richardson
- MRC Integrative Epidemiology Unit,
University of Bristol
- Population Health Sciences, Bristol
Medical School, University of Bristol
| | - George Davey Smith
- MRC Integrative Epidemiology Unit,
University of Bristol
- Population Health Sciences, Bristol
Medical School, University of Bristol
| | - Marcus R. Munafò
- MRC Integrative Epidemiology Unit,
University of Bristol
- UK Centre for Tobacco and Alcohol
Studies, School of Psychological Science, University of Bristol
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Millard LAC, Davies NM, Tilling K, Gaunt TR, Davey Smith G. Searching for the causal effects of body mass index in over 300 000 participants in UK Biobank, using Mendelian randomization. PLoS Genet 2019; 15:e1007951. [PMID: 30707692 PMCID: PMC6373977 DOI: 10.1371/journal.pgen.1007951] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 02/13/2019] [Accepted: 01/09/2019] [Indexed: 12/30/2022] Open
Abstract
Mendelian randomization (MR) has been used to estimate the causal effect of body mass index (BMI) on particular traits thought to be affected by BMI. However, BMI may also be a modifiable, causal risk factor for outcomes where there is no prior reason to suggest that a causal effect exists. We performed a MR phenome-wide association study (MR-pheWAS) to search for the causal effects of BMI in UK Biobank (n = 334 968), using the PHESANT open-source phenome scan tool. A subset of identified associations were followed up with a formal two-stage instrumental variable analysis in UK Biobank, to estimate the causal effect of BMI on these phenotypes. Of the 22 922 tests performed, our MR-pheWAS identified 587 associations below a stringent P value threshold corresponding to a 5% estimated false discovery rate. These included many previously identified causal effects, for instance, an adverse effect of higher BMI on risk of diabetes and hypertension. We also identified several novel effects, including protective effects of higher BMI on a set of psychosocial traits, identified initially in our preliminary MR-pheWAS in circa 115,000 UK Biobank participants and replicated in a different subset of circa 223,000 UK Biobank participants. Our comprehensive MR-pheWAS identified potential causal effects of BMI on a large and diverse set of phenotypes. This included both previously identified causal effects, and novel effects such as a protective effect of higher BMI on feelings of nervousness.
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Affiliation(s)
- Louise A. C. Millard
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, United Kingdom
- Intelligent Systems Laboratory, Department of Computer Science, University of Bristol, Bristol, United Kingdom
| | - Neil M. Davies
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, United Kingdom
| | - Kate Tilling
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, United Kingdom
| | - Tom R. Gaunt
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, United Kingdom
| | - George Davey Smith
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, United Kingdom
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Abstract
Openness to experience has been found to be a correlate of successful aging outcomes yet also has been found to decline from middle age onward. We hypothesized that decline in openness would be associated with death. Using longitudinal data from the Swedish Adoption/Twin Study of Aging (SATSA), the analytic sample encompassed 1954 individuals, approximately two-thirds of whom were deceased. We tested whether openness declines across late adulthood and, central to our hypothesis, whether the decline correlated with age at death. Multivariate modeling adjusted for age at study entry, sex, education, as well as the time-varying effects of physical illness, depressive symptoms, and cognitive ability. Correlations between change in neuroticism and extraversion and death were modeled for comparison. A follow-up cotwin control analysis adjusted for genetic and environmental familial confounders. Significant mean-level change was identified in all personality traits, but only for openness was change correlated with age at death, in support of our hypothesis. The findings were not explained by health factors or cognition. Cotwin control analyses indicated that the twin who died earlier showed a greater drop in openness prior to death, compared with their cotwin measured at the same time points. There was no cotwin finding for neuroticism or extraversion. We suggest that declines in openness may reflect a change in goal orientation due to the experience of a shortened time horizon, leading to an optimized selection of experiences as people approach the end of life. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
| | | | | | - Margaret Gatz
- Center for Economic and Social Research, University of Southern California
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Altschul DM, Hopkins WD, Herrelko ES, Inoue-Murayama M, Matsuzawa T, King JE, Ross SR, Weiss A. Personality links with lifespan in chimpanzees. eLife 2018; 7:e33781. [PMID: 30296994 PMCID: PMC6177254 DOI: 10.7554/elife.33781] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 09/09/2018] [Indexed: 11/13/2022] Open
Abstract
Life history strategies for optimizing individual fitness fall on a spectrum between maximizing reproductive efforts and maintaining physical health over time. Strategies across this spectrum are viable and different suites of personality traits evolved to support these strategies. Using data from 538 captive chimpanzees (Pan troglodytes) we tested whether any of the dimensions of chimpanzee personality - agreeableness, conscientiousness, dominance, extraversion, neuroticism, and openness - were associated with longevity, an attribute of slow life history strategies that is especially important in primates given their relatively long lives. We found that higher agreeableness was related to longevity in males, with weaker evidence suggesting that higher openness is related to longer life in females. Our results link the literature on human and nonhuman primate survival and suggest that, for males, evolution has favored the protective effects of low aggression and high quality social bonds.
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Affiliation(s)
- Drew M Altschul
- Department of PsychologySchool of Philosophy, Psychology and Language Sciences, The University of EdinburghEdinburghUnited Kingdom
- Scottish Primate Research GroupUnited Kingdom
- Centre for Cognitive Ageing and Cognitive EpidemiologyEdinburghUnited Kingdom
| | - William D Hopkins
- Neuroscience InstituteGeorgia State UniversityAtlantaUnited States
- Division of Developmental and Cognitive NeurosciencesYerkes National Primate Research CenterAtlantaUnited States
| | - Elizabeth S Herrelko
- National Zoological Park, Smithsonian InstitutionWashingtonUnited States
- Psychology DivisionUniversity of StirlingStirlingUnited Kingdom
| | - Miho Inoue-Murayama
- Wildlife Research CenterKyoto UniversityKyotoJapan
- Wildlife Genome Collaborative Research GroupNational Institute for Environmental StudiesTsukubaJapan
| | - Tetsuro Matsuzawa
- Institute for Advanced Study, Kyoto UniversityKyotoJapan
- Primate Research InstituteKyoto UniversityInuyamaJapan
- Japan Monkey CentreInuyamaJapan
| | - James E King
- Department of PsychologyUniversity of ArizonaTucsonUnited States
| | - Stephen R Ross
- Lester E. Fisher Center for the Study and Conservation of ApesLincoln Park ZooChicagoUnited States
| | - Alexander Weiss
- Department of PsychologySchool of Philosophy, Psychology and Language Sciences, The University of EdinburghEdinburghUnited Kingdom
- Scottish Primate Research GroupUnited Kingdom
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Kitayama S, Park J, Miyamoto Y, Date H, Boylan JM, Markus HR, Karasawa M, Kawakami N, Coe CL, Love GD, Ryff CD. Behavioral Adjustment Moderates the Link Between Neuroticism and Biological Health Risk: A U.S.-Japan Comparison Study. PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN 2018; 44:809-822. [PMID: 29380686 PMCID: PMC5940540 DOI: 10.1177/0146167217748603] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Neuroticism, a broad personality trait linked to negative emotions, is consistently linked to ill health when self-report is used to assess health. However, when health risk is assessed with biomarkers, the evidence is inconsistent. Here, we tested the hypothesis that the association between neuroticism and biological health risk is moderated by behavioral adjustment, a propensity to flexibly adjust behaviors to environmental contingencies. Using a U.S.-Japan cross-cultural survey, we found that neuroticism was linked to lower biological health risk for those who are high, but not low, in behavioral adjustment. Importantly, Japanese were higher in behavioral adjustment than European Americans, and as predicted by this cultural difference, neuroticism was linked to lower biological health risk for Japanese but not for European Americans. Finally, consistent with prior evidence, neuroticism was associated with worse self-reported health regardless of behavioral adjustment or culture. Discussion focused on the significance of identifying sociocultural correlates of biological health.
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Schürmann J, Margraf J. Age of anxiety and depression revisited: A meta-analysis of two European community samples (1964-2015). Int J Clin Health Psychol 2018; 18:102-112. [PMID: 30487915 PMCID: PMC6225047 DOI: 10.1016/j.ijchp.2018.02.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 02/07/2018] [Indexed: 11/30/2022] Open
Abstract
Background/Objective: Based on studies using established psychometric scales, Twenge and coworkers have shown substantial increases in trait anxiety, depressive symptoms and neuroticism in North American population samples since the 1950s. Similar analyses for European samples have not yet been conducted. Our study therefore examined whether similar secular trends exist in German-speaking and British non-clinical samples together with possible connected societal factors. Method: A literature search identified 131 studies (N = 63,269) using the STAI, BDI or EPI in non-clinical samples between 1964 and 2015. Seven societal factors from national statistics were included. We conducted meta-analyses with displayed means and moderation analyses of publication year for all scales. Results: In contrast to North America results, anxiety, depression and neuroticism showed no increase in the two European populations. Publication year correlated negatively with and moderated trait anxiety (GER) and neuroticism (UK). Most societal factors were highly correlated with year of publication. Trait anxiety and neuroticism were significantly predicted by age at marriage and unemployment rate in German-speaking countries. Conclusion: The difference in secular trends between European and North American samples may indicate society specific developments connected to different societal factors.
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Affiliation(s)
| | - Jürgen Margraf
- Mental Health Research and Treatment Center, Ruhr-Universität Bochum, Germany
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