Evidence map›Paper›PMID 38101170›Full record

ArticleSocial science & medicine (1982)2024

Longitudinal associations among the Big Five personality traits and healthcare utilization in the U.S.

Olivia E Atherton, Emily C Willroth, Sara J Weston, Daniel K Mroczek, Eileen K Graham

Open access · greenAbstract read
In one paragraph

Article in Social science & medicine (1982), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
1.9field-weighted citation impact, top 14% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 7 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Olivia E AthertonDepartment of Psychology, University of Houston, Houston, TX, USA; Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. Electronic address: oeatherton@uh.edu.
Emily C WillrothDepartment of Psychological and Brain Sciences, Washington University in St. Louis, MO, USA.
Sara J WestonDepartment of Psychology, University of Oregon, Eugene, OR, USA.
Daniel K MroczekDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Psychology, Northwestern University, Chicago, IL, USA.
Eileen K GrahamDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Northwestern University · USUniversity of Oregon · USWashington University in St. Louis · US

Funding

U19 MIDlife in the United States-Diversity Supplement-WellsU19AG051426 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI CAROL D. RYFF · 2016 to 2026
$74.8M
Integrative Pathways to Cognitive, Affective, and Brain HealthU01AG077928 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Sterling C Johnson, MARGIE E LACHMAN · 2022 to 2026
$17.7M
PERSONALITY AND WELL BEING TRAJECTORIES IN ADULTHOODR01AG018436 · NIA · PURDUE UNIVERSITY WEST LAFAYETTE · PI MROCZEK, DANIEL K. · 2000 to 2020
$6.7M
Boston Early Adversity and Mortality Study (BEAMS): Linking Administrative Data to Long-Term Longitudinal StudiesRF1AG064006 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LEE, LEWINA ONYI, MROCZEK, DANIEL K. · 2019 to 2023
$3.8M
NIA NIH HHS R01 AG018436NIA NIH HHS RF1 AG064006NIA NIH HHS U01 AG077928NIA NIH HHS U19 AG051426
6 · The paper itself

Abstract

objectiveOne critical component of individual and public health is healthcare utilization, or the extent to which individuals have routine check-ups, schedule treatments, or use emergency services. However, we know little about who uses healthcare services and what types, the conditions that exacerbate utilization, or the factors that explain why people seek out services. The present study fills these gaps in the literature by investigating the role of personality factors in predicting various forms of healthcare utilization, how these associations vary by age, socioeconomic resources, and chronic conditions, as well as one potential psychological mediating mechanism (i.e., sense of control).

methodsWe use data from a large longitudinal sample of Americans (N = 7108), with three assessments spanning 20 years. Participants reported on their Big Five personality traits using the Midlife Development Inventory, healthcare utilization across three domains (routine visits, scheduled treatment, urgent care), age, income, insurance, chronic conditions, and sense of control.

resultsMultilevel models showed that people who were more agreeable and neurotic tended to use more healthcare services. Moreover, on occasions when people were more extraverted and open, they tended to use more healthcare services. There were several nuances in personality-healthcare utilization associations depending on the type of healthcare service, age, and socioeconomic resources. Longitudinal mediation analyses demonstrated sense of control as one mechanism linking personality traits to healthcare utilization in the U.S.

conclusionsWe discuss the theoretical and practical implications of interactions between individuals and structural systems for promoting the health of aging U.S. Americans.

Indexed as

AgingPersonalityChronic DiseaseDelivery of Health CareHumansLongitudinal StudiesPatient Acceptance of Health CareBig FiveHealthcare utilizationLongitudinalPersonality

Identifiers

PMID38101170
PMCPMC11065195
OpenAlexW4389574851

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.