Personality Traits and Memory: A Multilevel Analysis Across 27 Countries From the Survey of Health,Ageing and Retirement in Europe

Abstract

Personality traits are associated with memory in older adulthood: Individuals higher in conscientiousness and openness and lower in neuroticism tend to perform better on memory-recall tasks. We conducted a preregistered study to replicate these associations in a large, multinational cohort and test whether the associations varied by national-level socioeconomic indicators (e.g., per capita gross domestic product). Multilevel modeling was used to analyze data from 71,566 individuals (age: M = 67.9 years, SD = 9.5; 57% women) across 26 European countries and Israel. Higher conscientiousness, openness, and extraversion and lower neuroticism were associated with better memory performance, even when analyses accounted for risk factors including diabetes, hypertension, obesity, emotional disorders, and sleeping problems. Consistent with the resource-substitution hypothesis, results showed that higher conscientiousness and agreeableness and lower neuroticism were associated with better memory in countries with lower gross domestic product. This pattern suggests that psychological (trait) resources may help compensate for country-specific disadvantaged contexts.

Keywords

five-factor model of personality Big Five cross-national panel gross domestic product memory older adults open materials preregistered

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References

Aiken-Morgan

A. T.

Bichsel

Allaire

J. C.

Savla

Edwards

C. L.

Whitfield

K. E.

(2012). Personality as a source of individual differences in cognition among older African Americans. Journal of Research in Personality, 46(5), 465–471. https://doi.org/10.1016/j.jrp.2012.04.006

Allen

M. S.

Laborde

Walter

E. E.

(2019). Health-related behavior mediates the association between personality and memory performance in older adults. Journal of Applied Gerontology, 38(2), 232–252. https://doi.org/10.1177/0733464817698816

Baumgart

Snyder

H. M.

Carrillo

M. C.

Fazio

Kim

Johns

(2015). Summary of the evidence on modifiable risk factors for cognitive decline and dementia: A population-based perspective. Alzheimer’s & Dementia, 11(6), 718–726. https://doi.org/10.1016/j.jalz.2015.05.016

Börsch-Supan

(2020). Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 7 [Data set]. SHARE–ERIC. https://doi.org/10.6103/SHARE.W7.710

Börsch-Supan

Brandt

Hunkler

Kneip

Korbmacher

Malter

Schaan

Stuck

Zuber

(2013). Data resource profile: The Survey of Health, Ageing and Retirement in Europe (SHARE). International Journal of Epidemiology, 42(4), 992–1001. https://doi.org/10.1093/ije/dyt088

Boyce

C. J.

Wood

A. M.

(2011). Personality and the marginal utility of income: Personality interacts with increases in household income to determine life satisfaction. Journal of Economic Behavior & Organization, 78(1–2), 183–191. https://doi.org/10.1016/j.jebo.2011.01.004

Chapman

B. P.

Benedict

R. H.

Lin

Roy

Federoff

H. J.

Mapstone

(2017). Personality and performance in specific neurocognitive domains among older persons. The American Journal of Geriatric Psychiatry, 25(8), 900–908. https://doi.org/10.1016/j.jagp.2017.03.006

Chapman

B. P.

Fiscella

Duberstein

Kawachi

(2009). Education and smoking: Confounding or effect modification by phenotypic personality traits? Annals of Behavioral Medicine, 38(3), 237–248. https://doi.org/10.1007/s12160-009-9142-3

Chapman

B. P.

Hampson

Clarkin

(2014). Personality-informed interventions for healthy aging: Conclusions from a National Institute on Aging work group. Developmental Psychology, 50(5), 1426–1441. https://doi.org/10.1037/a0034135

10.

Chapman

B. P.

Roberts

Duberstein

(2011). Personality and longevity: Knowns, unknowns, and implications for public health and personalized medicine. Journal of Aging Research, 2011, Article 759170. https://doi.org/10.4061/2011/759170

11.

Curtis

R. G.

Windsor

T. D.

Soubelet

(2015). The relationship between Big-5 personality traits and cognitive ability in older adults—a review. Aging, Neuropsychology, and Cognition, 22(1), 42–71. https://doi.org/10.1080/13825585.2014.888392

12.

Damian

R. I.

Shanahan

Trautwein

Roberts

B. W.

(2015). Can personality traits and intelligence compensate for background disadvantage? Predicting status attainment in adulthood. Journal of Personality and Social Psychology, 109(3), 473–489. https://doi.org/10.1037/pspp0000024

13.

Elliot

A. J.

Turiano

N. A.

Chapman

B. P.

(2017). Socioeconomic status interacts with conscientiousness and neuroticism to predict circulating concentrations of inflammatory markers. Annals of Behavioral Medicine, 51(2), 240–250. https://doi.org/10.1007/s12160-016-9847-z

14.

Graham

E. K.

Lachman

M. E.

(2012). Personality stability is associated with better cognitive performance in adulthood: Are the stable more able? The Journals of Gerontology B: Psychological Sciences and Social Sciences, 67(5), 545–554. https://doi.org/10.1093/geronb/gbr149

15.

Hakulinen

Elovainio

Batty

G. D.

Virtanen

Kivimäki

Jokela

(2015). Personality and alcohol consumption: Pooled analysis of 72,949 adults from eight cohort studies. Drug and Alcohol Dependence, 151, 110–114. https://doi.org/10.1016/j.drugalcdep.2015.03.008

16.

Hakulinen

Hintsanen

Munafò

M. R.

Virtanen

Kivimäki

Batty

G. D.

Jokela

(2015). Personality and smoking: Individual-participant meta-analysis of nine cohort studies. Addiction, 110(11), 1844–1852. https://doi.org/10.1111/add.13079

17.

Jaconelli

Stephan

Canada

Chapman

B. P.

(2013). Personality and physical functioning among older adults: The moderating role of education. The Journals of Gerontology B: Psychological Sciences and Social Sciences, 68(4), 553–557. https://doi.org/10.1093/geronb/gbs094

18.

Klaming

Veltman

D. J.

Comijs

H. C.

(2017). The impact of personality on memory function in older adults—results from the Longitudinal Aging Study Amsterdam. International Journal of Geriatric Psychiatry, 32(7), 798–804. https://doi.org/10.1002/gps.4527

19.

Klein

D. N.

Kotov

Bufferd

S. J.

(2011). Personality and depression: Explanatory models and review of the evidence. Annual Review of Clinical Psychology, 7(1), 269–295. https://doi.org/10.1146/annurev-clinpsy-032210-104540

20.

Luchetti

Terracciano

Stephan

Sutin

A. R.

(2016). Personality and cognitive decline in older adults: Data from a longitudinal sample and meta-analysis. The Journals of Gerontology B: Psychological Sciences and Social Sciences, 71(4), 591–601. https://doi.org/10.1093/geronb/gbu184

21.

Lüdecke

(2020). sjPlot: Data visualization for statistics in social science (R package Version 2.8.4). https://CRAN.R-project.org/package=sjPlot

22.

Mehrbrodt

Gruber

Wagner

(2019). SHARE: Scales and multi-item indicators. http://www.share-project.org/fileadmin/pdf_documentation/SHARE_Scales_and_Multi-Item_Indicators.pdf

23.

Mirowsky

Ross

C. E.

(2003). Education, social status, and health. A. de Gruyter.

24.

Rammstedt

John

O. P.

(2007). Measuring personality in one minute or less: A 10-item short version of the Big Five Inventory in English and German. Journal of Research in Personality, 41(1), 203–212. https://doi.org/10.1016/j.jrp.2006.02.001

25.

R Core Team. (2020). R: A language and environment for statistical computing (Version 4.0.2) [Computer software]. Retrieved from http://www.R-project.org

26.

Roberts

B. W.

Luo

Briley

D. A.

Chow

P. I.

Hill

P. L.

(2017). A systematic review of personality trait change through intervention. Psychological Bulletin, 143(2), 117–141. https://doi.org/10.1037/bul0000088

27.

Ross

C. E.

Mirowsky

(2011). The interaction of personal and parental education on health. Social Science & Medicine, 72(4), 591–599. https://doi.org/10.1016/j.socscimed.2010.11.028

28.

Sartori

A. C.

Vance

D. E.

Slater

L. Z.

Crowe

(2012). The impact of inflammation on cognitive function in older adults: Implications for healthcare practice and research. Journal of Neuroscience Nursing, 44(4), 206–217. https://doi.org/10.1097/JNN.0b013e3182527690

29.

Shanahan

M. J.

Hill

P. L.

Roberts

B. W.

Eccles

Friedman

H. S.

(2014). Conscientiousness, health, and aging: The Life Course of Personality Model. Developmental Psychology, 50(5), 1407–1425. https://doi.org/10.1037/a0031130

30.

Survey of Health, Ageing and Retirement in Europe. (2020). SHARE release guide 7.1.0. http://www.share-project.org/fileadmin/pdf_documentation/SHARE_release_guide_7-1-0.pdf

31.

Snijders

Bosker

(2012). Multilevel analysis: An introduction to basic and advanced multilevel modeling (Vols. 1–2). SAGE.

32.

Strickhouser

J. E.

Sutin

A. R.

(2020). Family and neighborhood socioeconomic status and temperament development from childhood to adolescence. Journal of Personality, 88(3), 515–529. https://doi.org/10.1111/jopy.12507

33.

Sutin

A. R.

Stephan

Damian

R. I.

Luchetti

Strickhouser

J. E.

Terracciano

(2019). Five-factor model personality traits and verbal fluency in 10 cohorts. Psychology and Aging, 34(3), 362–373. https://doi.org/10.1037/pag0000351

34.

Sutin

A. R.

Stephan

Luchetti

Terracciano

(2019). Five-factor model personality traits and cognitive function in five domains in older adulthood. BMC Geriatrics, 19(1), Article 343. https://doi.org/10.1186/s12877-019-1362-1

35.

Sutin

A. R.

Terracciano

Kitner-Triolo

M. H.

Uda

Schlessinger

Zonderman

A. B.

(2011). Personality traits prospectively predict verbal fluency in a lifespan sample. Psychology and Aging, 26(4), 994–999. https://doi.org/10.1037/a0024276

36.

Swickert

R. J.

Hittner

J. B.

Foster

(2010). Big Five traits interact to predict perceived social support. Personality and Individual Differences, 48(6), 736–741. https://doi.org/10.1016/j.paid.2010.01.018

37.

Turiano

N. A.

Graham

E. K.

Weston

Booth

Harrison

James

B. D.

Lewis

N. A.

Makkar

S. R.

Mueller

Wisniewski

K. M.

Zhaoyang

Spiro

Willis

Schaie

K. W.

Lipton

R. B.

Katz

Sliwinski

Deary

I. J.

Zelinski

E. M.

. . . Mroczek

D. K.

(2020). Is healthy neuroticism associated with longevity? A coordinated integrative data analysis. Collabra: Psychology, 6(1), Article 33. https://doi.org/10.1525/collabra.268

38.

Turiano

N. A.

Hill

P. L.

Graham

E. K.

Mroczek

D. K.

(2018). Associations between personality and health behaviors across the life span. In Ryff

C. D.

Krueger

R. F.

(Eds.), The Oxford handbook of integrative health science (pp. 304–316). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780190676384.013.20

39.

United Nations Educational, Scientific and Cultural Organization. (2003). International standard classification of education, ISCED 1997. In Hoffmeyer-Zlotnik

J. H. P.

Wolf

(Eds.), Advances in cross-national comparison: A European working book for demographic and socio-economic variables (pp. 195–220). Springer.

40.

Wen

(2011). The effects of childhood, adult, and community socioeconomic conditions on health and mortality among older adults in China. Demography, 48(1), 153–181. https://doi.org/10.1007/s13524-010-0003-2

41.

Wettstein

Tauber

Kuźma

Wahl

H.-W.

(2017). The interplay between personality and cognitive ability across 12 years in middle and late adulthood: Evidence for reciprocal associations. Psychology and Aging, 32(3), 259–277. https://doi.org/10.1037/pag0000166

42.

Y.-T.

Prina

A. M.

Brayne

(2015). The association between community environment and cognitive function: A systematic review. Social Psychiatry and Psychiatric Epidemiology, 50(3), 351–362. https://doi.org/10.1007/s00127-014-0945-6

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