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Educational level as a moderator of the relationship between body mass index, blood pressure, and depressive symptoms in the Peruvian population: a moderated mediation analysis

Research Output:
Contribution to journal
Article
Peer-review

Publication Information

Output type

Research Output:
Contribution to journal
Article
Peer-review

Original language

English

Article number

502473

Journal (Volume, Issue Number)

Revista Clinica Espanola (Volume 226, Issue 3)

Publication milestones

  • Published - 03/2026

Publication status

Published - 03/2026

ISSN

0014-2565

Publication IDs

  • Scopus: 105032758551
  • PubMed: 41679699

Abstract

ObjectiveTo analyze whether systolic blood pressure influences the relationship between body mass index and depressive symptoms, and whether educational level moderates these associations in Peruvian adults.MethodsCross-sectional study using data from the Peruvian Demographic and Health Survey (ENDES). Individuals aged ≥15 years were included. Depression was assessed with the PHQ-9 (continuous score); BMI and SBP were treated as continuous variables. A moderated mediation model (PROCESS model 59) was applied, adjusting for alcohol consumption, age, mother tongue, ethnic identity, and marital status.ResultsIn the moderated analysis, BMI showed a positive association with SBP (B=0.61; 95% CI: 0.57–0.66), with a stronger effect in individuals with higher education (B=0.81) compared to those with basic education (B=0.61). Alcohol consumption (B=1.20), speaking an indigenous mother tongue (B=1.26), and age (B=0.42 per year) were associated with higher SBP, while living with a partner was protective (B=−2.05). In the model for depressive symptoms, BMI (B=0.04) and SBP (B=0.02) increased PHQ-9 scores; the effect of SBP was greater among higher-educated individuals (B=0.036) than those with basic education (B=0.022). The moderated mediation showed that the indirect component via SBP was higher in individuals with higher education (B=0.081) than in those with basic education (B=0.035), with a moderated mediation index of 0.040 (95% CI: 0.028–0.052).ConclusionsEducational level modulates the relationship between BMI, blood pressure, and depression, highlighting health inequalities that can inform public health strategies and prevention policies.

Sustainable Development Goals

  • SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well
  • SDG 4 - Quality Education
    SDG 4 Quality Education