Association Between Healthy Lifestyle and Cardiometabolic Risk in Higher Education Students in a Region of Peru: A Cross-Sectional Survey

Author(s)
Wildoro Ramírez Ramírez
Eliseo Alava Peña
L Ruiz
Norma L. Alejandría Lozano
Jhoel A. Llique Tanta
Jania E. Jaimes Soncco
Jessica Pérez Rivera
Jacksaint Saintila
Wilter C. Morales-García
Date Issued
17 de diciembre de 2025
Type
Article
Volume
17
Issue
24
Start Page
3944
End Page
3944
DOI
10.3390/nu17243944
Abstract
Background: Cardiometabolic diseases are among the leading causes of mortality worldwide and are strongly influenced by lifestyle factors. Objective: The aim of this study was to determine the association between a healthy lifestyle and cardiometabolic risk in higher education students in the San Martín region, Peru. Methods: A cross-sectional study with non-probabilistic convenience sampling was conducted among 1054 students from higher education institutions in the San Martín region, Peru. The Healthy Diet and Lifestyle Scale (DEVS) was applied, and anthropometric indicators (BMI and waist circumference) were assessed by trained nutritionists. Descriptive statistics, association tests (chi-square and Wilcoxon), and Poisson regression models with robust variance were used. Results: Obesity was significantly associated with higher vitamin B12 intake (PR = 2.39; 95% CI: 1.16–4.91) and with higher water consumption (>8 glasses/day) (PR = 2.61; 95% CI: 1.20–5.66), although these findings may reflect reverse causality given the cross-sectional nature of the data. Greater whole grain consumption was associated with a lower risk of elevated waist circumference (PR = 0.60; 95% CI: 0.40–0.91). Similarly, engaging in ≥30 min of daily physical activity was significantly associated with reduced central adiposity (PR = 0.69; 95% CI: 0.56–0.86). Conclusions: The findings suggest that whole grain consumption and regular physical activity act as protective factors, whereas certain dietary patterns—despite being considered healthy—may be associated with higher cardiometabolic risk depending on the dietary context.
Keywords

Waist

Medicine

Obesity

Poisson regression

Environmental health

Anthropometry

Consumption (sociolog...

Gerontology

Demography

Cross-sectional study...

Overweight

Higher education

Mediterranean diet

Physical activity

Descriptive statistic...

Association (psycholo...

Body mass index

Causality (physics)

Nutrition Education

Dyslipidemia

Metabolic syndrome

Scale (ratio)

Lower risk

Regression analysis

Waist

Obesity

Poisson regression

Anthropometry

Consumption (sociolog...

Cross-sectional study...

Overweight

Higher education

Healthy Lifestyle

Healthy Lifestyle

Healthy Lifestyle

Healthy Lifestyle

Diet, Healthy

Diet, Healthy

Diet, Healthy

Diet, Healthy

Cardiometabolic Risk ...

Cardiometabolic Risk ...

Cardiometabolic Risk ...

Cardiometabolic Risk ...

Adolescent

Adolescent

Adolescent

Adolescent

Adult

Adult

Adult

Adult

Cardiovascular Diseas...

Cardiovascular Diseas...

Cardiovascular Diseas...

Cardiovascular Diseas...

Cardiovascular Diseas...

Cardiovascular Diseas...

Cardiovascular Diseas...

Cardiovascular Diseas...

Cross-Sectional Studi...

Cross-Sectional Studi...

Cross-Sectional Studi...

Cross-Sectional Studi...

Female

Female

Female

Female

Humans

Humans

Humans

Humans

Male

Male

Male

Male

Obesity epidemiology

Obesity epidemiology

Obesity epidemiology

Obesity epidemiology

Peru epidemiology

Peru epidemiology

Peru epidemiology

Peru epidemiology

Risk Factors

Risk Factors

Risk Factors

Risk Factors

Students statistics &...

Students statistics &...

Students statistics &...

Students statistics &...

Universities

Universities

Universities

Universities

Exercise

Exercise

Exercise

Exercise

Body Mass Index

Body Mass Index

Body Mass Index

Body Mass Index

Waist Circumference

Waist Circumference

Waist Circumference

Waist Circumference

Young Adult

Young Adult

Young Adult

Young Adult

Health Sciences Healt...

Health Sciences Medic...

Health Sciences Medic...

Metrics