ArticleThe Milbank quarterly2013
Is personality associated with health care use by older adults?
Article in The Milbank quarterly, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
43 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Personality traits and health care use: A coordinated analysis of 15 international samples.Journal of personality and social psychology · 2023Pooled it
- Determinants of Frequent Attendance in Primary Care. A Systematic Review of Longitudinal Studies.Frontiers in medicine · 2021Pooled it
- Pooled it
- Improving conscientiousness through a smartphone app and telecoaching intervention: insights from multiple sclerosis and healthy aging samples.Journal of neurology · 2025Trial
- Patient-Caregiver Dyads & End-of-Life Care: Caregiver Personality Disrupts Gender-Based Norms.Journal of pain and symptom management · 2024Trial
- My new home: study protocol for a prospective cohort study on the long-term personality development and short-term processes during transitions into nursing homes.BMC geriatrics · 2025Article
- Personality traits of women with hereditary risk for breast/ovarian cancer versus obstetric history and cancer preventive behaviors.Scientific reports · 2025Article
- Neuroticism, loneliness, all-cause and cause-specific mortality: A 17-year study of nearly 500,000 individuals.Journal of affective disorders · 2025Article
- Longitudinal associations among the Big Five personality traits and healthcare utilization in the U.S.Social science & medicine (1982) · 2024Article
- Health literacy across personality traits among older adults: cross-sectional evidence from Switzerland.European journal of ageing · 2023Article
- Beyond polarization towards dynamic balance: harmony as the core of mental health.Frontiers in psychology · 2023Article
- Who Sticks with Meditation? Rates and Predictors of Persistence in a Population-based Sample in the USA.Mindfulness · 2023Article
- Personality traits and mental health care utilization: Longitudinal findings from the MIDUS.Journal of research in personality · 2022Article
- The Big Five personality traits and regularity of lifetime dental visit attendance: evidence of the Survey of Health, Ageing, and Retirement in Europe (SHARE).Aging clinical and experimental research · 2022Article
- Article
- On the Relative Importance of Different Factors Explaining Health Plan Choices: Evidence From Mandatory Health Insurance in Switzerland.Frontiers in health services · 2022Article
- Emergency department utilisation among older adults-Protocol for a systematic review of determinants and conceptual frameworks.PloS one · 2022Article
- Current developments in delivering customized care: a scoping review.BMC health services research · 2021Article
- Perceived Control, Voice Handicap, and Barriers to Voice Therapy.Journal of voice : official journal of the Voice Foundation · 2021Article
- Social factors influencing utilization of home care in community-dwelling older adults: a scoping review.BMC geriatrics · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
contextThe patterns of health care utilization in the United States pose well-established challenges for public policy. Although economic and sociological research has resulted in considerable knowledge about what influences the use of health services, the psychological literature in this area is underdeveloped. Importantly, it is not known whether personality traits are associated with older adults' use of acute and long-term care services.
methodsData were collected from 1,074 community-dwelling seniors participating in a Medicare demonstration. First they completed a self-report questionnaire measuring the "Big Five" personality traits: Neuroticism, Extraversion, Openness to Experience, Agreeableness, and Conscientiousness. During the next two years, the participants maintained daily journals of their use of health care services. We used regression models based on the Andersen behavioral model of health care utilization to test for associations.
findingsOur hypothesis that higher Neuroticism would be associated with greater health care use was confirmed for three services-probability of any emergency department (ED) use, likelihood of any custodial nursing home use, and more skilled nursing facility (SNF) days for SNF users-but was disconfirmed for hospital days for those hospitalized. Higher Openness to Experience was associated with a greater likelihood of custodial home care use, and higher Agreeableness and lower Conscientiousness with a higher probability of custodial nursing home use. For users, lower Openness was associated with more ED visits and SNF days, and lower Conscientiousness with more ED visits. For many traits with significant associations, the predicted use was 16 to 30 percent greater for people high (low) versus low (high) in specific traits.
conclusionsPersonality traits are associated with Medicare beneficiaries' use of many expensive health care services, findings that have implications for health services research and policy. Accordingly, person-centered interventions, population-based translational effectiveness programs, and other personalized approaches that leverage the profound advances in personality psychology in recent decades should be considered.
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Registered trials
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