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. 2021 Oct 18;16(10):e0258748. doi: 10.1371/journal.pone.0258748

Table 1. Associations of the risk factors with BMI.

Risk factor Category * Effect size P-value
Smoking Never smoker Reference group
Previous smoker + 0.06 kg/m2 0.648
Smoking occasionally + 0.27 kg/m2 0.341
Smoking daily - 1.06 kg/m2 6.49 x 10−18
Physical activity Active Reference group
Inactive + 0.79 kg/m2 8.49 x 10−13
Alcohol consumption No or moderate Reference group
High - 0.36 kg/m2 9.00 x 10−4
Diet quality Healthy Reference group
Poor - 0.25 kg/m2 0.024
Socioeconomic class Working, ≥ 4 years of education Reference group
Working, 1–3 years of education + 0.00 kg/m2 0.99
Working, no education + 0.21 kg/m2 0.24
Not working, ≥ 1 year of education + 0.18 kg/m2 0.40
Not working, no education + 0.01 kg/m2 0.98
Mental health High Reference group
Low - 0.06 kg/m2 0.62
Quality of sleep Good Reference group
Poor + 0.15 kg/m2 0.28

* The categories are described in the “Risk Factors” section of Materials and methods.

Effect sizes and p-values for each category are reported relative to the Reference group.