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Graham EK, Weston SJ, Gerstorf D, Yoneda TB, Booth T, Beam CR, Petkus AJ, Drewelies J, Hall AN, Bastarache ED, Estabrook R, Katz MJ, Turiano NA, Lindenberger U, Smith J, Wagner GG, Pedersen NL, Allemand M, Spiro A, Deeg DJH, Johansson B, Piccinin AM, Lipton RB, Schaie KW, Willis S, Reynolds CA, Deary IJ, Hofer SM, Mroczek DK. Trajectories of Big Five Personality Traits: A Coordinated Analysis of 16 Longitudinal Samples. Eur J Pers 2020; 34:301-321. [PMID: 33564207 DOI: 10.1002/per.2259] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This study assessed change in self-reported Big Five personality traits. We conducted a coordinated integrative data analysis using data from 16 longitudinal samples, comprising a total sample of over 60 000 participants. We coordinated models across multiple datasets and fit identical multi-level growth models to assess and compare the extent of trait change over time. Quadratic change was assessed in a subset of samples with four or more measurement occasions. Across studies, the linear trajectory models revealed declines in conscientiousness, extraversion, and openness. Non-linear models suggested late-life increases in neuroticism. Meta-analytic summaries indicated that the fixed effects of personality change are somewhat heterogeneous and that the variability in trait change is partially explained by sample age, country of origin, and personality measurement method. We also found mixed evidence for predictors of change, specifically for sex and baseline age. This study demonstrates the importance of coordinated conceptual replications for accelerating the accumulation of robust and reliable findings in the lifespan developmental psychological sciences.
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Affiliation(s)
| | | | - Denis Gerstorf
- Humboldt University, Berlin, Germany.,German Institute for Economic Research, Berlin, Germany
| | | | - Tom Booth
- University of Edinburgh, Edinburgh, UK
| | | | | | | | | | | | | | - Mindy J Katz
- Albert Einstein College of Medicine, New York, NY USA
| | | | | | | | - Gert G Wagner
- German Institute for Economic Research, Berlin, Germany.,Max Planck Institute for Human Development, Berlin, Germany.,Berlin University of Technology, Berlin, Germany
| | | | | | - Avron Spiro
- VA Boston Healthcare System, Boston, MA USA.,Boston University School of Public Health, Boston, MA USA.,Boston University School of Medicine, Boston, MA USA
| | - Dorly J H Deeg
- VU University Medical Center, Amsterdam, The Netherlands
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Bastarache ED, Graham EK, Estabrook R, Ong A, Piccinin A, Hofer S, Spiro III A, Mroczek DK. TRAJECTORIES OF POSITIVE AND NEGATIVE AFFECT: A COORDINATED ANALYSIS OF 11 LONGITUDINAL SAMPLES. Innov Aging 2019. [PMCID: PMC6841161 DOI: 10.1093/geroni/igz038.2563] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
This study assessed age-graded change in positive and negative affect over decades of the lifespan. We conducted a coordinated integrative data analysis (IDA) using data from 11 longitudinal samples, comprising a total of 74076 respondents, spanning the ages of 11 to 106. Positive and negative affect were measured using the CES-D in 8 studies, the PANAS in 3 studies, and the MIDI scale in the MIDUS with three to eleven measurement occasions across studies. To assess and compare the extent and nature of change in affect over time across studies, analyses were coordinated, deploying identical multi-level growth models on each dataset. The curvilinear models suggested PA was best characterized by an inverted U-shaped trajectory, peaking in the mid-to-late 50s, while change in NA was best described by a U-shaped curve, bottoming out in the late 60s. We also found measure-related differences in the proportion of variance in affect attributable to within- or between person differences; The majority of the variability in CES-D-assessed affect was attributable to within-person differences over time, while the variability in PANAS-assessed affect was predominantly attributable to between-person differences. Overall, the results did not support steady improvement of emotional experience over the entire life-course as previous studies have suggested, but show promise for midlife when PA peaks and NA bottoms out. This study demonstrates the value of coordinated conceptual replications, resolving some of the mixed findings in the literature regarding age-graded change in affect and enhancing the current understanding of the longitudinal affect phenomenon.
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Affiliation(s)
| | | | - Ryne Estabrook
- Northwestern University, Chicago, Illinois, United States
| | - Anthony Ong
- Cornell University, Ithaca, New York, United States
| | | | - Scott Hofer
- University of Victoria, Victoria, B.C., United States
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Graham EK, Bastarache ED, Milad E, Turiano NA, Cotter KA, Mroczek DK. Physical activity mediates the association between personality and biomarkers of inflammation. SAGE Open Med 2018; 6:2050312118774990. [PMID: 29796267 PMCID: PMC5956639 DOI: 10.1177/2050312118774990] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 04/12/2018] [Indexed: 12/16/2022] Open
Abstract
Objectives: The current study investigated whether personality traits and facets were associated with interleukin-6, C-reactive protein, and fibrinogen, and whether physical activity mediated the relationship between personality and biomarkers of inflammation. Methods: Personality was assessed in the Midlife Development in the United States study using the Multi-Dimensional Personality Questionnaire and Midlife Development Inventory personality scale. Data were included from 960 participants (mean age = 57.86 years, standard deviation = 11.46). Personality was assessed from 2004 to 2009. Serum levels of interleukin-6, fibrinogen, and C-reactive protein were assessed in 2005–2009 as part of the Midlife Development in the United States biomarkers subproject. Results: Lower neuroticism was associated with elevated interleukin-6, and achievement was associated with lower fibrinogen. Higher physical activity was associated with lower interleukin-6 and C-reactive protein. Mediation models suggested that physical activity mediated the associations between achievement and both interleukin-6 and C-reactive protein. Discussion: Physical activity is an important factor in the Health Behavior Model of personality and explains some of the associations between personality and inflammation. These findings contribute to the fields of aging and health by linking individual difference factors to markers of inflammation, and showing that these processes may function partially through specific behaviors, in this case physical activity.
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Affiliation(s)
- Eileen K Graham
- Department of Psychology, Weinberg College of Arts & Sciences, Northwestern University, Evanston, IL, USA.,Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Emily D Bastarache
- Department of Psychology, Weinberg College of Arts & Sciences, Northwestern University, Evanston, IL, USA
| | - Elizabeth Milad
- Department of Psychology, Wayne State University, Detroit, MI, USA
| | | | - Kelly A Cotter
- Department of Psychology, California State University, Stanislaus, Turlock, CA, USA
| | - Daniel K Mroczek
- Department of Psychology, Weinberg College of Arts & Sciences, Northwestern University, Evanston, IL, USA.,Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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Graham EK, Rutsohn JP, Turiano NA, Bendayan R, Batterham PJ, Gerstorf D, Katz MJ, Reynolds CA, Sharp ES, Yoneda TB, Bastarache ED, Elleman LG, Zelinski EM, Johansson B, Kuh D, Barnes LL, Bennett DA, Deeg DJH, Lipton RB, Pedersen NL, Piccinin AM, Spiro A, Muniz-Terrera G, Willis SL, Schaie KW, Roan C, Herd P, Hofer SM, Mroczek DK. Personality Predicts Mortality Risk: An Integrative Data Analysis of 15 International Longitudinal Studies. J Res Pers 2017; 70:174-186. [PMID: 29230075 DOI: 10.1016/j.jrp.2017.07.005] [Citation(s) in RCA: 88] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
This study examined the Big Five personality traits as predictors of mortality risk, and smoking as a mediator of that association. Replication was built into the fabric of our design: we used a Coordinated Analysis with 15 international datasets, representing 44,094 participants. We found that high neuroticism and low conscientiousness, extraversion, and agreeableness were consistent predictors of mortality across studies. Smoking had a small mediating effect for neuroticism. Country and baseline age explained variation in effects: studies with older baseline age showed a pattern of protective effects (HR<1.00) for openness, and U.S. studies showed a pattern of protective effects for extraversion. This study demonstrated coordinated analysis as a powerful approach to enhance replicability and reproducibility, especially for aging-related longitudinal research.
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Affiliation(s)
- Eileen K Graham
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Joshua P Rutsohn
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Nicholas A Turiano
- Department of Psychology, Eberly College of Arts and Sciences, West Virginia University, Morgantown, West Virginia
| | - Rebecca Bendayan
- Unit for Lifelong Health and Ageing at University College London, London, United Kingdom
| | - Philip J Batterham
- National Institute for Mental Health Research, The Australian National University, Canberra, Australia
| | - Denis Gerstorf
- Institute of Psychology, Humboldt University, Berlin, Germany
| | - Mindy J Katz
- The Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, New York
| | - Chandra A Reynolds
- Department of Psychology, University of California, Riverside, California
| | - Emily S Sharp
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut
| | - Tomiko B Yoneda
- Department of Psychology, University of Victoria, Victoria, British Columbia, Canada
| | - Emily D Bastarache
- Department of Psychology, Weinberg College of Arts & Sciences, Northwestern University, Evanston, Illinois
| | - Lorien G Elleman
- Department of Psychology, Weinberg College of Arts & Sciences, Northwestern University, Evanston, Illinois
| | - Elizabeth M Zelinski
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California
| | - Boo Johansson
- Department of Psychology & Centre for Aging and Health (AgeCap), University of Gothenburg, Sweden
| | - Diana Kuh
- Unit for Lifelong Health and Ageing at University College London, London, United Kingdom
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois
| | - Dorly J H Deeg
- Department of Epidemiology and Biostatistics, VU University Medical Centre, Amsterdam, The Netherlands
| | - Richard B Lipton
- The Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, New York.,Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, New York.,Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Andrea M Piccinin
- Department of Psychology, University of Victoria, Victoria, British Columbia, Canada
| | - Avron Spiro
- Massachusetts Veterans Epidemiology Research & Information Center, VA Boston Healthcare System, Boston, Massachusetts.,Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts.,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts
| | - Graciela Muniz-Terrera
- Unit for Lifelong Health and Ageing at University College London, London, United Kingdom
| | - Sherry L Willis
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington
| | - K Warner Schaie
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington
| | - Carol Roan
- Department of Sociology, University of Wisconsin
| | - Pamela Herd
- Department of Sociology, University of Wisconsin
| | - Scott M Hofer
- Department of Psychology, University of Victoria, Victoria, British Columbia, Canada
| | - Daniel K Mroczek
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.,Department of Psychology, Weinberg College of Arts & Sciences, Northwestern University, Evanston, Illinois
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Leszko M, Elleman LG, Bastarache ED, Graham EK, Mroczek DK. Future Directions in the Study of Personality in Adulthood and Older Age. Gerontology 2015; 62:210-5. [PMID: 26159881 DOI: 10.1159/000434720] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 06/02/2015] [Indexed: 11/19/2022] Open
Abstract
Over the past 20 years, empirical evidence has brought about a change in the view on how, or even whether, personality traits change or develop in adulthood and later life. Now we know personality can and does change for many people, if not most. Changes in personality may occur due to biological or environmental factors. This paper presents key empirical findings on personality change in adulthood and provides evidence that personality change affects mental and physical health. Our goal is to provide a broad overview on personality change research that would be an invaluable resource for students and researchers. We organize this paper into 3 sections. The first is focused on techniques in analyzing personality change in adulthood and later life. The second is focused on personality change as an outcome; we explore what factors predict personality change. The third discusses a relatively novel idea: personality change as a predictor of mental and physical health. We conclude that more research on factors predicting personality change is needed and we provide suggestions on how research on personality change can progress.
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Affiliation(s)
- Magdalena Leszko
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Ill., USA
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