Association between weekly moderate physical activity minutes and hypertension status among adults: a cross-sectional analysis of age, sex, BMI, and smoking
- Discipline
- Public health
- Study design
- Cross-sectional survey
- Sample size
- N = 350
- Pages
- 14
- Generated in
- ~10 min
What this example demonstrates
- Primary outcome is continuous SBP (n=343 complete); reports OLS with HC3 heteroskedasticity-robust SE (−2.95 mmHg per SD activity, p<.001, R²=.561).
- Compares nested models with and without BMI to show overlap between activity and adiposity pathways.
- Secondary hypertension analysis uses Firth penalised logistic regression with only 2 hypertensive cases—reported as exploratory.
- Includes correlation matrix, stepwise regression tables, and APA numeric reporting.
- Discussion states cross-sectional limits on causal inference.
First pages preview
How this paper was generated
- 1
Upload simulated population CSV
350-adult simulated dataset (activity minutes, BP, age, sex, BMI, smoking) uploaded to Generate Paper.
- 2
Run models and draft sections
Automated OLS, robust SE, and penalised logistic models plus figures/tables (~10 minutes).
- 3
Download PDF
14-page unedited export demonstrating epidemiology-style reporting.
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