Personality and incident disability in older persons
1 Rush Alzheimers Disease Center, 2 Department of Behavioral Sciences, 3 Department of Neurological Sciences, 4 Department of Family Medicine, 5 Rush Institute for Healthy Aging, and 6 Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
Address correspondence to: K. R. Krueger, Rush Alzheimers Disease Center, Rush University Medical Center, Armour Academic Center, 600 South Paulina, Suite 1038, Chicago, IL 60612, USA. Tel: (+1) 312 942 8746. Fax: (+1) 312 942 2297. Email: kristin_krueger{at}rush.edu
Received 9 August 2005; accepted in revised form 27 March 2006
| Abstract |
|---|
|
|
|---|
Objective: to examine the relation of personality to the development of disability in old age.
Methods: participants are 813 older Catholic nuns, priests and brothers without dementia or disability at study onset. As part of a uniform baseline evaluation, they completed standard measures of the five principal dimensions of personality. Disability was assessed at baseline and annually thereafter with the Katz scale. The relation of each trait to incident disability was assessed in proportional hazard models controlled for age, sex, education and selected clinical variables.
Results: during a mean of about 6 years of observation, 255 persons (31%) became dependent on at least one activity of daily living. Risk of becoming disabled was 85% [95% confidence interval (CI) = 80.589.6%] lower in persons with high (90th percentile) compared to low (10th percentile) extraversion and 50% (95% CI = 46.654.2%) lower in those with high compared to low conscientiousness, and controlling for chronic medical conditions, depressive symptoms or social and cognitive activity did not substantially affect these associations. By contrast, neuroticism had a marginal association with disability risk that was eliminated after controlling for depressive symptomatology, and openness and agreeableness were unrelated to disability risk.
Conclusions: The results suggest that higher levels of extraversion and conscientiousness may be associated with a reduced risk of incident disability in old age.
Keywords: extraversion, conscientiousness, neuroticism, personality, disability, longitudinal studies, elderly
| Introduction |
|---|
|
|
|---|
Because personality traits are relatively stable in adulthood and have widespread influences on behaviour, they have the potential to affect the disablement process [1]. Yet, there have been few prospective studies of the association of personality with disability risk, and cross-sectional studies have yielded inconsistent results. One obstacle to the progress is that such a diverse array of personality traits has been examined that it is difficult to integrate findings across studies. In the past decade, the big five taxonomy of personality has gained wide acceptance [2, 3]. Because the model is relatively new, however, few studies have related it to disability, and most of these have focused on neuroticism and extraversion to the exclusion of the other three traits.
We used data from the Rush Religious Orders Study [4] to investigate the association of personality traits with the risk of becoming disabled in old age. Participants are over 800 Catholic nuns, priests and brothers without disability or dementia at baseline. They completed standard self-report measures of the big five personality traits at baseline. Incidence of disability was assessed annually for a mean of nearly 6 years. In analyses, we examined the association of each personality trait with the risk of incident disability and whether these associations were mediated or modified by selected clinical variables.
| Method |
|---|
|
|
|---|
Participants
Participants are older Catholic clergy members from the Rush Religious Orders Study. They signed an informed consent to undergo annual clinical evaluations and signed an anatomical gift act for brain donation at death. The study was approved by the Institutional Review Board of Rush University Medical Center.
Enrolment began in January of 1994 and continues. At the time of these analyses, 953 people had completed the baseline evaluation. Of these, 69 met the criteria for dementia, and another 20 persons reported dependence on at least one activity of daily living on the Katz scale [5]. In the remaining 864 people, the mean age was 74.7 years (SD = 6.9), mean education was 18.2 years (SD = 3.3), 67.7% were women and 89.2% were white and non-Hispanic.
Clinical evaluation
At baseline and annually thereafter, participants had a uniform clinical evaluation, with examiners blinded to previously collected data. The evaluation included assessment of selected risk factors, medical history, cognitive testing and neurological examination. The diagnosis of dementia was made by an experienced physician using National Institute of Neurologic and Communicative Disorders and Stroke and the Alzheimers Disease and Related Disorders Association criteria [6], as reported in detail elsewhere [7].
Assessment of personality
We assessed five personality traits with the NEO Five-Factor Inventory [8]: neuroticism refers to proneness to experience negative emotions; extraversion indicates a tendency to be sociable and energetic; openness indicates an intellectual curiosity and a preference for varied experience; agreeableness is the tendency to be helpful and co-operative and conscientiousness indicates diligence and determination. Each trait measure consists of 12 statements that were rated from 0 to 4, with higher scores indicating more of the trait in question. Items scores were summed to yield trait scores that could range from 0 to 48, as previously described [9].
Assessment of disability
We assessed disability annually with the Katz scale [5] that addresses walking, bathing, dressing, eating, getting from bed to chair and toileting. Inability to perform one or more of these activities was the primary definition of disability.
Assessment of other variables
Seven medical conditions were identified in at least 5% of participants at baseline. Classification of heart disease, hypertension, diabetes, cancer, thyroid disease and head injury with loss of consciousness was based on the self-report that a health care worker had identified the condition. Stroke was diagnosed based on history and neurological examination, as previously reported [10]. We used the number of these conditions as an indicator of chronic illness, as described elsewhere [9].
Participants were divided into those who never smoked tobacco, current smokers and former smokers. Alcohol use was expressed as mean drinks per day in the previous year and at the previous time of heaviest intake.
Depressive symptomatology was assessed with the 10-item version [11] of the Center for Epidemiologic Studies Depression Scale [12]. The score is the number of symptoms experienced in the past week, and it corresponds well with the original scale [11].
Social activity was assessed with three questions about part-time or full-time employment, participation in social groups or organisations and visiting museums. Item scores were summed to yield a measure of social engagement that could range from 0 to 6.
Frequency of participation in cognitively stimulating activities (e.g. reading and playing checkers) was assessed on a five-point scale [13]. Item scores were averaged to yield a composite measure of which has been previously associated with cognitive decline and dementia [14].
Data analysis
Cronbachs coefficient alpha was used to assess the internal consistency of each trait scale. Cox proportional hazards models [15] were used to test the association of each personality trait with risk of becoming disabled. All analyses included terms for age, sex and education. Each personality trait was examined separately in the initial models. In separate subsequent analyses, we added terms for chronic illness, tobacco use and alcohol use; for depressive symptoms and for social activity and cognitive activity. Analyses were repeated with terms added for the interaction of a given trait with chronic illness and use of tobacco and alcohol; with depressive symptoms and with social and cognitive activity. Analyses were validated graphically and analytically. Programming was done in SAS [16].
| Results |
|---|
|
|
|---|
Development of disability during follow-up
Of 864 eligible persons at the baseline evaluation, 22 died before the first annual follow-up evaluation and 14 had not reached the first-year follow-up point. Of the remaining 828 persons, 813 (98%) completed at least one follow-up evaluation, with a mean of 6.8 annual evaluations per person (range: 211), 95% of possible evaluations in survivors.
During a mean of about 6 years of annual evaluations, 255 persons (31%) became dependent on at least one activity of daily living. Those who became disabled were older, more apt to have a chronic medical condition, more depressed and less socially and cognitively active than those who did not become disabled. Please see Appendix 1 in the supplementary data on the journal website (http://www.ageing.oxfordjournals.org\).
Personality and incident disability
The personality measures administered at baseline had approximately normal distributions. Neuroticism scores ranged from 0 to 36 (mean = 16.6, SD = 5.6,
= 0.80), extraversion ranged from 11 to 47 (mean = 27.9, SD = 5.7,
= 0.78), openness ranged from 4 to 42 (mean = 26.4, SD = 5.2,
= 0.69), agreeableness ranged from 19 to 48 (mean = 34.2, SD=3.8,
= 0.69) and conscientiousness ranged from 11 to 47 (mean = 34.1, SD = 4.9,
= 0.81), with higher scores indicating higher levels of each trait. Neuroticism was inversely correlated with the other four traits, education and level of social and cognitive activity and positively correlated with level of depressive symptoms; by contrast, the remaining four traits had, with some exceptions, positive associations with one another, education, and social and cognitive activity and inverse associations with depressive symptomatology. Please see Appendix 2 in the supplementary data on the journal website (http://www.ageing.oxfordjournals.org\).
To examine the relation of personality traits to disability risk, we constructed a series of proportional hazard models separately for each trait (Table 1). All analyses controlled for the potentially confounding effects of age, sex and education. In the initial analyses (Table 1, model A), higher levels of extraversion and conscientiousness were related to lower risk of incident disability. By contrast, there was a nearly significant association of higher neuroticism with increased disability risk and no effect for openness or agreeableness. Thus, as shown in Figure 1 which is based on these analyses, risk of disability was 85% [95% confidence interval (CI) = 80.589.6%] lower in a person with high (solid line, score = 35, 90th percentile) compared to low (dotted line, score = 20, 10th percentile) extraversion (upper panel) and 50% (95% CI = 46.654.2%) lower in a person with high (solid line, score = 40, 90th percentile) compared to low (dotted line, score = 28, 10th percentile) conscientiousness (lower panel).
|
|
To see whether findings depended on the cut-off point used to define disability, we repeated the initial analysis of each trait twice, first with disability defined as dependence in at least two activities on the Katz (Table 1, model B) and then again requiring dependence in at least three activities (Table 1, model C). The results of these analyses were comparable to the original models (Table 1, model A).
Potential mediators and modifiers of the personalitydisability association
We first considered the possibility that chronic medical conditions or health-related behaviours might affect the relation of personality to incident disability. To this end, we repeated the initial analysis of each trait with a term for the number of chronic medical conditions present at baseline, for current or past tobacco use and for current and past level of alcohol use. In these analyses (Table 2, model A), the relation of each trait to disability was comparable to the original analyses except that the relation of neuroticism to risk of disability was now significant. To see whether health-related factors modified the association of personality with incident disability, we repeated each analysis with a term for the interaction of a given trait with chronic illness, then with terms for the interaction of the trait with current and past tobacco use and finally with terms for the interaction of the trait with current and past levels of alcohol use. No strong evidence of an interaction was observed (all P>0.01).
|
Because depressive symptomatology is related to both personality [17] and disability risk [18], we repeated the original analysis of each trait with a term for baseline depressive symptomatology. In these analyses, the association of neuroticism with incident disability was substantially reduced and no longer significant, but the associations of extraversion and conscientiousness with disability were essentially unchanged (Table 2, model B). In subsequent analyses, there was no evidence that depressive symptomatology modified the relation of any trait to risk of disability.
Given the inverse association between frequency of various lifestyle activities and disability risk in old age [1921], we repeated the initial analysis of each trait with terms added for baseline frequency of social activity and cognitive activity to determine whether they mediated the association of personality with incident disability. In these analyses, higher levels of social and cognitive activity were associated with reduced risk of disability (P<0.01 for each variable in each model); the relation of neuroticism to incident disability was not significant, but the effects of extraversion and conscientiousness on incident disability were not substantially changed (Table 2, model C). We repeated these analyses with terms for the interaction of each activity measure with each trait and did not find strong evidence of an interaction.
| Discussion |
|---|
|
|
|---|
We examined the relation of personality to risk of developing disability in more than 800 older persons without disability during a mean of nearly 6 years of observation. Higher levels of extraversion and conscientiousness were associated with reduced risk of incident disability. There was mixed evidence, suggesting that higher level of neuroticism was associated with an increased disability risk. By contrast, openness and agreeableness were not related to disability. The results remained stable even after varying the cut-off score used to define disability and suggest that personality may affect the risk of becoming disabled in old age.
The relation of the five-factor model of personality to the risk of disability in old age has not been extensively investigated. Most previous research has been cross-sectional and focused on neuroticism and extraversion only. Higher level of neuroticism has been associated with a higher level of self-reported disability in some studies [22, 23] but not in others [2426], with no apparent association between extraversion and disability [2426]. The only prospective study of which we are aware found neither neuroticism nor extraversion to be associated with 2-year change in self-reported disability in a population-based sample that included persons with cognitive impairment and disability at baseline [25].
The bases of the association between personality and incident disability are uncertain. Because neuroticism is a risk factor for depressive symptomatology [17] and depressive symptomatology is a risk factor for disability [18], depressive symptomatology might account for the association of neuroticism with disability. Indeed, we found that adding a term for depressive symptoms attenuated the association of neuroticism with disability which is consistent with the hypothesis that depressive symptoms mediate the association. By contrast, depressive symptoms did not substantially affect the associations of extraversion or conscientiousness with disability.
Level of social activity was inversely related to risk of disability, consistent with prior research [19, 21]. We observed a similar independent association between level of cognitive activity and risk of disability, which to the best of our knowledge has not been previously described. Yet neither social nor cognitive activity mediated or modified the associations of extraversion and conscientiousness with disability.
Another issue is that individuals differ in how much physical impairment must be present before they report a functional limitation [27]. The observed association between personality and the development of disability might be explained, therefore, by personality differences in labelling the same levels of functional limitations rather than with true underlying differences. That neuroticism, extraversion and conscientiousness are also related to mortality in this cohort [9] makes this explanation less likely, however.
A unique feature of this study is that the participants are all Catholic clergy members who have relatively homogeneous lifestyles and socioeconomic status through much of adulthood. Because socioeconomic status is related to personality [28], disability [19, 21, 29] and thresholds for reporting disability [27], this homogeneity may have reduced residual confounding due to socioeconomic status and thereby enhanced our ability to identify associations between personality traits and disability.
At the same time, the selected nature of the cohort and its differences from older persons in the US population in socioeconomic and related variables are important study limitations. Prospective studies of personality and disability in population-based samples of older persons are needed.
Confidence in these findings is strengthened by several factors. The prospective study design allowed us to assess personality in persons without disability at study onset and to test the relation of each trait to subsequent risk of becoming disabled. Application of widely accepted criteria following a uniform clinical evaluation permitted identification and exclusion of persons with dementia, enhancing our ability to assess personality at baseline. We assessed each of the big five personality traits with standard measures. Persons were evaluated annually for nearly 6 years with a high rate of follow-up participation, minimising bias because of selective attrition. A relatively large number of participants were studied, permitting control of multiple covariates while maintaining adequate statistical power.
| Key points |
|---|
|
|
|---|
- Higher levels of extraversion are associated with a reduced risk of incident disability in old age.
- Higher levels of conscientiousness are associated with a reduced risk of incident disability in old age.
- An association of neuroticism with disability risk was eliminated after controlling for depressive symptomatology.
- Openness and agreeableness were unrelated to disability risk.
| Conflict of interest |
|---|
|
|
|---|
The authors have no conflict of interest.
| Acknowledgements |
|---|
|
|
|---|
This research was supported by National Institute on Aging grants P30 AG10161 and RO1 AG15819. The authors thank the hundreds of nuns, priests and brothers from the following groups participating in the Religious Orders Study: Archdiocesan priests, Chicago, IL, Dubuque, IA and Milwaukee, WI, Benedictine monks, Lisle, IL, an Collegeville, MN, Benedictine Sisters, Erie, PA: Benedictine Sisters of the Sacred Heart, Lisle, IL, Capuchins, Appleton, WI, Christian Brothers, Chicago, IL, and Memphis, TN, diocesan priests, Gary, IN, Dominicans, River Forest, IL, Felician Sisters, Chicago, IL, Franciscan Handmaids of Mary, New York NY; Franciscans Chicago, IL, Holy Spirit Missionary Sisters, Techny IL, Maryknolls, Los Altos, CA, and Maryknolls, NY, Norbertines, De Pere, WI, Oblate Sisters of Providence, Baltimore, MD, Passionists, Chicago, IL, Presentation Sisters, BVM, Dubuque, IA, Servites, Chicago, IL, Sinisinawa Dominican Sisters, Chicago, IL, an Sinsinawa WI, Sisters of Charity, BVM, Chicago, IL, and Dubuque IA, Sisters of the Holy Family, New Orleans, LA, Sisters of the Holy Family of Nazareth, Des Plaines, IL, Sisters of Mercy of the Americans, Chicago, IL, Aurora, IL, and Erie, Pa, Sisters of St. benedict, ST. Cloud, MN And St. Joseph, MN, Sisters of St. Casimir Chicago, IL, Sisters of St. Francis of Mary Immaculate, Joliet, IL, Sisters of St. Joseph of La Grange, LaGrange Park, IL, Society of Divine Word, Techny, IL, Trappists, Gethsemane, KY and Peosta, IA and Wheaten Franciscan Sisters, Wheaton, IL. They also thank Julie Bach, MSW, Tracy Colvin, MPH and George Hoganson for co-ordinating the Religious Orders Study, George Dombrowski, MS and Greg Klein for data management, Todd Beck, MS for analytic programming and Valerie J. Young for preparing the manuscript.
| References |
|---|
|
|
|---|
- Digman JM. Personality structure: emergence of the five-factor model. Annu Rev Psychol 1990; 41: 41740.[ISI]
- Goldberg LR. The development of markers for the Big-Five factor structure. Psychol Assess 1992; 4: 2642.
- McCrae RR, Costa PT. Validation of the five-factor model of personality across instruments and observers. J Pers Soc Psychol 1987; 52: 8190.[CrossRef][ISI][Medline]
- Wilson RS, Bienias JL, Evans DA, Bennett DA. Religious Orders Study: overview and change in cognitive and motor speed. Aging Neuropsychol Cogn 2004; 11: 280303.
- Branch LG, Katz S, Kniepmann K, Papsidero JA. A prospective study of functional status among community elders. Am J Public Health 1984, 74, 2668.
[Abstract/Free Full Text] - McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan E. Clinical diagnosis of Alzheimers disease. Report of the NINCDS-ADRDA Work Group under the auspices of the Department of Health and Human Services Task Force on Alzheimers disease. Neurology 1984, 34, 93944.
[Abstract/Free Full Text] - Bennett DA, Wilson RS, Schneider JA et al. Natural history of mild cognitive impairment in older persons. Neurology 2002; 59: 198205.
[Abstract/Free Full Text] - Costa PT, McCrae RR. Revised NEO Personality Inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI) Professional Manual. Odessa, FL: Psychological Assessment Resources, 1992.
- Wilson RS, Mendes de Leon CF, Bienias JL, Evans DA, Bennett DA. Personality and mortality in old age. J Gerontol B Psychol Sci Soc Sci 2004; 59B: P11016.
[Abstract/Free Full Text] - Schneider JA, Wilson RS, Cochran EJ, Bienias JL, Evans DA, Bennett DA. Relation of cerebral infarctions to dementia and cognitive function in older persons. Neurology 2003; 60: 10829.
[Abstract/Free Full Text] - Kohout FJ, Berkman LF, Evans DA, Cornoni-Huntley J. Two shorter forms of the CES-D depression symptoms index. J Aging Health 1993; 5: 17993.
[Abstract/Free Full Text] - Radloff LS. The CES-D scale: a self report depression scale for research in the general population. Appl Psychol Meas 1977; 1: 385401.[CrossRef]
- Wilson RS, Mendes de Leon CF, Barnes LL et al. Participation in cognitively stimulating activities and risk of incident Alzheimers disease. JAMA 2002; 287: 7428.
[Abstract/Free Full Text] - Wilson RS, Bennett DA, Beckett LA et al. Cognitive activity in older persons from a geographically defined population. J Gerontol B Psychol Sci Soc Sci 1999; 54B: P155P160.[Abstract]
- Cox DR. Regression models and life tables (with discussion). J R Soc Stat Soc B 1972; 74: 187220.
- SAS Institute Inc. SAS/STAT Users Guide, Version 8. Cary: NC. SAS Institute Inc., 2000.
- Ormel J, Wohlfarth T. How neuroticism, long-term difficulties, and life situation change influence psychological distress: a longitudinal model. J Pers Soc Psychol 1991; 60: 74455.[CrossRef][ISI][Medline]
- Bruce ML. Depression and disability in late life: directions for future research. Am J Geriatr Psychiatry 2001; 9: 10212.
[Abstract/Free Full Text] - Graciani A, Banegas JR, Lopez-Garcia E, Rodriguez-Artalejo F. Prevalence of disability and associated social and health-related factors among the elderly in Spain: a population-based study. Maturitas 2004; 48: 38192.[CrossRef][ISI][Medline]
- Landi F, Cesari M, Onder G, Lattanzio F, Gravina EM, Bernabei R. Physical activity and mortality in frail, community-living elderly patients. J Gerontol A Biol Sci Med Sci 2004; 59A: M8337.
[Abstract/Free Full Text] - Mendes de Leon CF, Gold DT, Glass TA, Kaplan L, George LK. Disability as a function of social networks and support in elderly African Americans and whites: the Duke EPESE 19861992. J Gerontol B Psychol Sci Soc Sci 2001; 56B: S179S190.
[Abstract/Free Full Text] - Jang Y, Haley WE, Mortimer JA, Small BJ. Moderating effects of psychosocial attributes on the association between risk factors and disability in later life. Aging Ment Health 2003; 7: 16370.[Medline]
- Kempen GIJM, van Heuvelen MJG, van Sonderen E, van den Brink RHS, Kooijman AC, Ormel J. The relationship of functional limitations to disability and the moderating effects of psychological attributes in community-dwelling older persons. Soc Sci Med 1999; 48: 116172.[Medline]
- Jorm AF, Christensen H, Henderson S, Korten AE, MacKinnon AJ, Scott R. Neuroticism and self-reported health in an elderly community sample. Pers Individ Dif 1993; 15: 51521.[CrossRef]
- Kempen GIJM, van Sonderen E, Ormel J. The impact of psychological attributes on changes in disability among low-functioning older persons. J Gerontol B Psychol Sci Soc Sci 1999; 54B: P239.[Abstract]
- Pearson PR. Is personality related to behavioral disability in the elderly? Pers Individ Dif 1990; 11: 118990.
[Abstract/Free Full Text] - Melzer D, Lan T, Tom BDM, Deeg DJH, Guralnik JM. Variation in thresholds for reporting mobility disability between national population subgroups and studies. Gerontol A Biol Sci Med Sci 2004; 59A: P1295P1303.
- Gallo LC, Matthews KA. Understanding the association between socioeconomic status and physical health: Do negative emotions play a role? Psychol Bull 2003; 129: 1051.[CrossRef][ISI][Medline]
- Grant BF, Hasin DS, Stinson FS, Dawson DA, Chou SP, Ruan WJ, Pickering RP. Prevalence, correlates, and disability of personality disorders in the United States: results from the national epidemiologic survey on alcohol and related conditions. J Clin Psychiatry 2004; 65: 94858.[ISI][Medline]
This article has been cited by other articles:
![]() |
H. Iwasa, Y. Masui, Y. Gondo, H. Inagaki, C. Kawaai, and T. Suzuki Personality and All-Cause Mortality Among Older Adults Dwelling in a Japanese Community: A Five-Year Population-Based Prospective Cohort Study Am J Geriatr Psychiatry, May 1, 2008; 16(5): 399 - 405. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. S. Wilson, J. A. Schneider, S. E. Arnold, J. L. Bienias, and D. A. Bennett Conscientiousness and the Incidence of Alzheimer Disease and Mild Cognitive Impairment Arch Gen Psychiatry, October 1, 2007; 64(10): 1204 - 1212. [Abstract] [Full Text] [PDF] |
||||
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||


