Sebastian Stannard, Simon D S Fraser, Rhiannon K Owen, Ann Berrington, Shantini Paranjothy, Nisreen A Alwan
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Nested logistic regression models investigate the association between domain predicted risk scores and odds of each of the three outcomes accounting for childhood confounders and self-reported adult mediators. Adjusting for childhood confounders, lower childhood education and academic ability were positively associated with ≥5 outpatient appointments (OR 1.03, 95% CI 1.01-1.05), ≥2 hospital admissions (OR 1.04, 95% CI 1.03-1.6), and ≥3 outpatient appointments plus ≥1 hospital admissions (OR 1.04, 95% CI 1.02-1.06). Accounting for adult mediators, associations remained statistically significant, but their effect sizes were reduced. When school leaving age was included in the model, the association between the exposure and all three outcomes were attenuated. Education and academic ability in early life may be related to the burden of multiple hospital admissions and outpatient appointments later in life. However, the age at which the participant left school seems to substantially mediate this relationship underscoring the positive impact of time spent in education.</p>","PeriodicalId":12059,"journal":{"name":"European Journal of Public Health","volume":" ","pages":""},"PeriodicalIF":3.7000,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the relationship between education and academic ability in childhood with healthcare utilization in adulthood: findings from the Aberdeen Children of the 1950s (ACONF).\",\"authors\":\"Sebastian Stannard, Simon D S Fraser, Rhiannon K Owen, Ann Berrington, Shantini Paranjothy, Nisreen A Alwan\",\"doi\":\"10.1093/eurpub/ckaf120\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>We explored the association between education and academic ability in childhood and both outpatient appointments and hospital admissions in adulthood, accounting for adult factors, including long-term conditions. 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引用次数: 0
摘要
我们探讨了儿童时期的教育和学术能力与成年期门诊预约和住院之间的关系,考虑了成人因素,包括长期条件。分析样本由20世纪50年代阿伯丁儿童的7183名参与者组成。使用苏格兰常规医疗记录在5年期间(2004-2008年)测量了三个结果:(1)≥5次门诊预约,(2)≥2次住院,或(3)≥3次门诊预约加≥1次住院。我们构建了一个儿童(6-11岁)教育和学术能力域,并计算了每个队列成员的三个结果的预测风险评分。嵌套逻辑回归模型研究了领域预测风险评分与考虑儿童混杂因素和自我报告的成人中介因素的三种结果的几率之间的关系。调整儿童期混杂因素后,较低的儿童教育程度和学术能力与≥5次门诊预约(OR 1.03, 95% CI 1.01-1.05)、≥2次住院(OR 1.04, 95% CI 1.03-1.6)、≥3次门诊预约加≥1次住院(OR 1.04, 95% CI 1.02-1.06)呈正相关。考虑到成人中介,相关性仍然具有统计学意义,但其效应量减小了。当模型中包含离校年龄时,暴露与所有三个结果之间的关联减弱了。早期的教育和学术能力可能与以后多次住院和门诊预约的负担有关。然而,参与者离开学校的年龄似乎在很大程度上调解了这种关系,强调了教育时间的积极影响。
Exploring the relationship between education and academic ability in childhood with healthcare utilization in adulthood: findings from the Aberdeen Children of the 1950s (ACONF).
We explored the association between education and academic ability in childhood and both outpatient appointments and hospital admissions in adulthood, accounting for adult factors, including long-term conditions. The analytical sample consisted of 7183 participants in the Aberdeen Children of the 1950s. Three outcomes were measured using routine Scottish medical records over a five-year period (2004-2008): (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 and self-reported adult mediators. Adjusting for childhood confounders, lower childhood education and academic ability were positively associated with ≥5 outpatient appointments (OR 1.03, 95% CI 1.01-1.05), ≥2 hospital admissions (OR 1.04, 95% CI 1.03-1.6), and ≥3 outpatient appointments plus ≥1 hospital admissions (OR 1.04, 95% CI 1.02-1.06). Accounting for adult mediators, associations remained statistically significant, but their effect sizes were reduced. When school leaving age was included in the model, the association between the exposure and all three outcomes were attenuated. Education and academic ability in early life may be related to the burden of multiple hospital admissions and outpatient appointments later in life. However, the age at which the participant left school seems to substantially mediate this relationship underscoring the positive impact of time spent in education.
期刊介绍:
The European Journal of Public Health (EJPH) is a multidisciplinary journal aimed at attracting contributions from epidemiology, health services research, health economics, social sciences, management sciences, ethics and law, environmental health sciences, and other disciplines of relevance to public health. The journal provides a forum for discussion and debate of current international public health issues, with a focus on the European Region. Bi-monthly issues contain peer-reviewed original articles, editorials, commentaries, book reviews, news, letters to the editor, announcements of events, and various other features.