Abstract 4365081: Association of County-Level School Expenditure per Student During Childhood with Cardiovascular Health in Young Adulthood

Background: There is a well-established link between educational attainment and health outcomes. Area-level investment in education is an upstream contributor to individual-level educational attainment and is a policy-level factor that may broadly represent area-level socioeconomic status. We evaluated whether county-level public school expenditure per student during childhood is associated with cardiovascular health (CVH) during young adulthood. Research Question: Is county-level school expenditure per student during childhood associated with CVH in young adulthood? Methods: We analyzed data from the Future of Families and Child Wellbeing Study, which is a birth cohort study that includes information on county-level measures of annual school expenditure per student across childhood and CVH outcomes at study year 22. Multivariable linear regression models evaluated the associations of county-level school expenditure per student at birth (low [z-score ≤ - 0.5], intermediate [z-score -0.5 to 0.5], and high [z-score ≥0.5]) with CVH factors (systolic blood pressure [SBP], non-HDL cholesterol (non-HDL-C), hemoglobin A1c, body mass index (BMI)] and Life’s Essential 8 (LE8) CVH score at year 22, adjusted for child’s sex, family income in childhood, primary caregiver’s educational attainment, mother’s age at baseline. Results: Of 1,183 participants, 54% were female, 52% were Black, 26% were Hispanic, and 17% were White. The range of annual expenditure per student was: low, $4,020-6,245; intermediate, $6,317-7,392; high, $7,561-9,902. By study year 22, 21% graduated college, 22% had some college education, and 41% graduated high school. Mean LE8 score was 68 (SD 14). Compared with living in a county with high expenditure per student at baseline, living in a county with low school expenditure per student in childhood was associated with 7.5 mg/dL higher non-HDL-C levels (95% CI 2.9,12.0) and a 3.4-point lower LE8 cholesterol score (95% CI -6.6,-0.23) in young adulthood; and living in a county with intermediate school expenditure per student was associated with a 2.3-point lower LE8 glucose score in young adulthood (95% CI -4.6,-0.04). Conclusions: Living in a county with lower school expenditure per student during childhood is associated with modestly but significantly worse CVH factors in young adulthood. Policies that influence area-level educational investment and socioeconomic position during childhood may influence CVH in young adulthood.

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Journal
Circulation
Published
2025-11-03
DOI
https://doi.org/10.1161/circ.152.suppl_3.4365081
Primary Topic
Cardiovascular Health and Risk Factors
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article
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article

Abstract 4365081: Association of County-Level School Expenditure per Student During Childhood with Cardiovascular Health in Young Adulthood

Kiarri N. Kershaw, Donald M. Lloyd‐Jones, Ikeoluwapo Kendra Bolakale‐Rufai, Norrina B. Allen et al.
Circulation
Cardiovascular Health and Risk Factors
article

Abstract 4365081: Association of County-Level School Expenditure per Student During Childhood with Cardiovascular Health in Young Adulthood

Kiarri N. Kershaw, Donald M. Lloyd‐Jones, Ikeoluwapo Kendra Bolakale‐Rufai, Norrina B. Allen, Noreen Goldman, Veronica Zheng, Mariam Ardehali, Daniel A. Notterman, Nilay S. Shah, Abigail Gauen
article en

Abstract

Background: There is a well-established link between educational attainment and health outcomes. Area-level investment in education is an upstream contributor to individual-level educational attainment and is a policy-level factor that may broadly represent area-level socioeconomic status. We evaluated whether county-level public school expenditure per student during childhood is associated with cardiovascular health (CVH) during young adulthood. Research Question: Is county-level school expenditure per student during childhood associated with CVH in young adulthood? Methods: We analyzed data from the Future of Families and Child Wellbeing Study, which is a birth cohort study that includes information on county-level measures of annual school expenditure per student across childhood and CVH outcomes at study year 22. Multivariable linear regression models evaluated the associations of county-level school expenditure per student at birth (low [z-score ≤ - 0.5], intermediate [z-score -0.5 to 0.5], and high [z-score ≥0.5]) with CVH factors (systolic blood pressure [SBP], non-HDL cholesterol (non-HDL-C), hemoglobin A1c, body mass index (BMI)] and Life’s Essential 8 (LE8) CVH score at year 22, adjusted for child’s sex, family income in childhood, primary caregiver’s educational attainment, mother’s age at baseline. Results: Of 1,183 participants, 54% were female, 52% were Black, 26% were Hispanic, and 17% were White. The range of annual expenditure per student was: low, $4,020-6,245; intermediate, $6,317-7,392; high, $7,561-9,902. By study year 22, 21% graduated college, 22% had some college education, and 41% graduated high school. Mean LE8 score was 68 (SD 14). Compared with living in a county with high expenditure per student at baseline, living in a county with low school expenditure per student in childhood was associated with 7.5 mg/dL higher non-HDL-C levels (95% CI 2.9,12.0) and a 3.4-point lower LE8 cholesterol score (95% CI -6.6,-0.23) in young adulthood; and living in a county with intermediate school expenditure per student was associated with a 2.3-point lower LE8 glucose score in young adulthood (95% CI -4.6,-0.04). Conclusions: Living in a county with lower school expenditure per student during childhood is associated with modestly but significantly worse CVH factors in young adulthood. Policies that influence area-level educational investment and socioeconomic position during childhood may influence CVH in young adulthood.

CirculationVol. 152(Suppl_3)
Boston University (US), Northwestern University (US), Boston Medical Center (US), Princeton University (US), University Medical Center (US), Northwestern Memorial Hospital (US)
Openalex Percentile: Top 52%
Cardiovascular Health and Risk Factors
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