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.
Authors
- Kiarri N. Kershaw (ORCID: https://orcid.org/0000-0002-0063-6397)
- Donald M. Lloyd‐Jones (ORCID: https://orcid.org/0000-0003-0847-6110)
- Ikeoluwapo Kendra Bolakale‐Rufai (ORCID: https://orcid.org/0000-0002-5994-8010)
- Norrina B. Allen (ORCID: https://orcid.org/0000-0002-6993-4384)
- Noreen Goldman (ORCID: https://orcid.org/0000-0003-2865-9491)
- Veronica Zheng (ORCID: https://orcid.org/0000-0003-3814-8409)
- Mariam Ardehali (ORCID: https://orcid.org/0000-0002-2381-0343)
- Daniel A. Notterman (ORCID: https://orcid.org/0000-0002-8809-8297)
- Nilay S. Shah (ORCID: https://orcid.org/0000-0003-3519-8662)
- Abigail Gauen (ORCID: https://orcid.org/0009-0002-4416-0180)
Institutions
- Boston University (US)
- Northwestern University (US)
- Boston Medical Center (US)
- Princeton University (US)
- University Medical Center (US)
- Northwestern Memorial Hospital (US)
Publication Details
- Journal
- Circulation
- Published
- 2025-11-03
- DOI
- https://doi.org/10.1161/circ.152.suppl_3.4365081
- Primary Topic
- Cardiovascular Health and Risk Factors
- Type
- article
- Field-Weighted Citation Impact
- 0.00