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Exploring the relationship between education and academic ability in childhood with healthcare utilisation in adulthood: findings from the Aberdeen Children of the 1950s (ACONF)

Exploring the relationship between education and academic ability in childhood with healthcare utilisation in adulthood: findings from the Aberdeen Children of the 1950s (ACONF)
Exploring the relationship between education and academic ability in childhood with healthcare utilisation in adulthood: findings from the Aberdeen Children of the 1950s (ACONF)
Background: interactions with secondary care, including multiple outpatient appointments and hospital admissions, represents a common and often burdensome aspect of healthcare utilisation for people living with multiple long-term conditions. Lifecourse factors such as education and academic ability may play a role in shaping the risk of healthcare utilisation later in adulthood. We explored the association between education and academic ability in childhood and both outpatient appointments and hospital admissions in adulthood, accounting for the mediating role of adult factors, including long-term conditions.

Method: the analytical sample consisted of 7183 participants in the Aberdeen Children of the 1950’s. Three outcomes were measured using routine healthcare records (SMR00/SMR001/SMR004) over a five-year period (2004-2008) using the ‘burden’ cut-offs of: (1) ≥5 outpatient appointments, (2) ≥2 hospital admissions, or (3) ≥3 outpatient appointments plus ≥1 hospital admission. We constructed a childhood (age 6-11) education and academic ability domain and calculated predicted risk scores of the three outcomes for each cohort member. Nested logistic regression models investigate the association between domain predicted risk scores and odds of each of the three outcomes accounting for childhood confounders (maternal age, Rutter behaviour, physical grade at birth, birthweight, sex mother’s pre-marital occupation, and father’s social class) and self-reported adult mediators, including body mass index, smoking, employment status, housing tenure, having long-term conditions, and age left school.

Result: adjusting for childhood confounders, lower childhood education and academic ability was associated with ≥ 5 outpatient appointments (OR1.03 95%CI 1.01-1.05), ≥ 2 hospital admissions (OR1.04 95%CI 1.03-1.6) and combined ≥3 outpatient appointments plus ≥ 1 hospital admissions (OR1.04 95%CI 1.02-1.06). Accounting for adult mediators (including long-term conditions), associations remained statistically significant, but their effect sizes were slightly reduced. When age left school was included in the final model, the association between the exposure and the combined outpatient appointments and hospital admissions (OR1.02 95%CI 1.00-1.04), ≥ 2 hospital admissions (OR1.02 95%CI 0.99-1.05) and ≥ 5 outpatient appointments (OR1.01 95%CI 0.99-1.03) were attenuated.

Conclusions: education and academic ability in early life may be related to the burden of multiple hospital admissions and outpatient appointments later in life. This relationship was not fully explained by accounting for multiple long-term conditions and other potential mediating factors in adulthood. However, the age at which the participant left school seems to substantially mediate this relationship underscoring the positive impact of time spent in formal education on health during the lifecourse.
medRxiv
Stannard, S.
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Fraser, S.D.S.
135884b6-8737-4e8a-a98c-5d803ac7a2dc
Owen, R.
ac692db4-4735-4f3e-b8f7-9682a092f354
Berrington, A.
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Paranjothy, S.
42cb0c5b-8791-4226-aba3-97a7ace1a20c
Alwan, N.A.
0d37b320-f325-4ed3-ba51-0fe2866d5382
Stannard, S.
0fbf5a1c-abab-4135-a8f9-c3c9f570aaea
Fraser, S.D.S.
135884b6-8737-4e8a-a98c-5d803ac7a2dc
Owen, R.
ac692db4-4735-4f3e-b8f7-9682a092f354
Berrington, A.
bd0fc093-310d-4236-8126-ca0c7eb9ddde
Paranjothy, S.
42cb0c5b-8791-4226-aba3-97a7ace1a20c
Alwan, N.A.
0d37b320-f325-4ed3-ba51-0fe2866d5382

[Unknown type: UNSPECIFIED]

Record type: UNSPECIFIED

Abstract

Background: interactions with secondary care, including multiple outpatient appointments and hospital admissions, represents a common and often burdensome aspect of healthcare utilisation for people living with multiple long-term conditions. Lifecourse factors such as education and academic ability may play a role in shaping the risk of healthcare utilisation later in adulthood. We explored the association between education and academic ability in childhood and both outpatient appointments and hospital admissions in adulthood, accounting for the mediating role of adult factors, including long-term conditions.

Method: the analytical sample consisted of 7183 participants in the Aberdeen Children of the 1950’s. Three outcomes were measured using routine healthcare records (SMR00/SMR001/SMR004) over a five-year period (2004-2008) using the ‘burden’ cut-offs of: (1) ≥5 outpatient appointments, (2) ≥2 hospital admissions, or (3) ≥3 outpatient appointments plus ≥1 hospital admission. We constructed a childhood (age 6-11) education and academic ability domain and calculated predicted risk scores of the three outcomes for each cohort member. Nested logistic regression models investigate the association between domain predicted risk scores and odds of each of the three outcomes accounting for childhood confounders (maternal age, Rutter behaviour, physical grade at birth, birthweight, sex mother’s pre-marital occupation, and father’s social class) and self-reported adult mediators, including body mass index, smoking, employment status, housing tenure, having long-term conditions, and age left school.

Result: adjusting for childhood confounders, lower childhood education and academic ability was associated with ≥ 5 outpatient appointments (OR1.03 95%CI 1.01-1.05), ≥ 2 hospital admissions (OR1.04 95%CI 1.03-1.6) and combined ≥3 outpatient appointments plus ≥ 1 hospital admissions (OR1.04 95%CI 1.02-1.06). Accounting for adult mediators (including long-term conditions), associations remained statistically significant, but their effect sizes were slightly reduced. When age left school was included in the final model, the association between the exposure and the combined outpatient appointments and hospital admissions (OR1.02 95%CI 1.00-1.04), ≥ 2 hospital admissions (OR1.02 95%CI 0.99-1.05) and ≥ 5 outpatient appointments (OR1.01 95%CI 0.99-1.03) were attenuated.

Conclusions: education and academic ability in early life may be related to the burden of multiple hospital admissions and outpatient appointments later in life. This relationship was not fully explained by accounting for multiple long-term conditions and other potential mediating factors in adulthood. However, the age at which the participant left school seems to substantially mediate this relationship underscoring the positive impact of time spent in formal education on health during the lifecourse.

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2024.10.08.24315078v1.full - Author's Original
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Published date: 8 October 2024

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Local EPrints ID: 495429
URI: http://eprints.soton.ac.uk/id/eprint/495429
PURE UUID: afa8c6cf-dfcd-4441-bc0b-4d3151bd9adc
ORCID for S. Stannard: ORCID iD orcid.org/0000-0002-6139-1020
ORCID for S.D.S. Fraser: ORCID iD orcid.org/0000-0002-4172-4406
ORCID for A. Berrington: ORCID iD orcid.org/0000-0002-1683-6668
ORCID for N.A. Alwan: ORCID iD orcid.org/0000-0002-4134-8463

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Date deposited: 13 Nov 2024 17:41
Last modified: 15 Nov 2024 03:02

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Contributors

Author: S. Stannard ORCID iD
Author: S.D.S. Fraser ORCID iD
Author: R. Owen
Author: A. Berrington ORCID iD
Author: S. Paranjothy
Author: N.A. Alwan ORCID iD

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