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. 2024 Mar 27;12:1374806. doi: 10.3389/fpubh.2024.1374806

Table 2.

Pooled multinomial logistic regression models for changes in BMI categories* between 2010 and 2016 periods (Interaction**).

Sociodemographic factors Underweight at 2016 Overweight at 2016 Obesity at 2016
Interaction terms with year of survey OR 95% CI p value OR 95% CI p value OR 95% CI p value
Age group 18–34 (2010) Ref Ref Ref
35–49 (2016) 1.8 1.0 3.2 0.1 1.1 0.8 1.6 0.5 1.4 1.0 2.1 0.9
50–64 (2016) 1.2 0.6 2.4 0.6 0.9 0.6 1.2 0.4 0.8 0.5 1.3 0.4
65 and over (2016) 1.6 0.6 3.9 0.3 0.9 0.5 1.5 0.6 0.8 0.4 1.7 0.7
Gender Male (2010) Ref Ref Ref
Female (2016) 0.7 0.4 1.1 0.1 1.0 0.7 1.2 0.7 1.0 0.8 1.3 0.7
Ethnicity Chinese (2010) Ref Ref Ref
Malay (2016) 1.2 0.7 1.8 0.5 1.2 0.9 1.5 0.2 1.4 1.1 2.0 0.02
Indian (2016) 1.0 0.7 1.5 1.0 0.9 0.7 1.2 0.6 1.4 1.0 1.9 0.03
Others (2016) 1.4 0.6 3.5 0.5 1.0 0.7 1.5 1.0 1.3 0.8 2.2 0.3
Marital status Never married (2010) Ref Ref Ref
Married (2016) 1.2 0.8 2.0 0.4 1.0 0.7 1.3 0.7 1.2 0.8 1.7 0.4
Divorced/separated (2016) 1.6 0.6 4.4 0.4 1.1 0.6 2.1 0.8 1.1 0.5 2.5 0.8
Widowed (2016) 1.3 0.3 5.0 0.7 1.0 0.4 2.0 0.9 0.6 0.2 1.7 0.3
Education University (2010) Ref Ref Ref
Primary and below (2016) 2.0 0.7 5.8 0.2 1.0 0.5 1.9 1.0 0.7 0.3 1.4 0.3
Secondary (2016) 0.9 0.5 1.9 0.9 1.0 0.7 1.6 0.7 0.7 0.4 1.2 0.2
Pre-Uni./Junior College (2016) 0.8 0.4 1.9 0.7 1.0 0.6 1.5 0.9 0.4 0.2 0.8 0.01
Diploma (2016) 0.5 0.3 1.0 0.07 1.2 0.8 1.8 0.4 0.7 0.4 1.2 0.2
Vocational (2016) 1.2 0.6 2.6 0.76 1.8 1.1 2.9 0.02 1.2 0.7 2.2 0.5
Employment Economically inactive (2010) Ref Ref Ref
Employed (2016) 0.7 0.4 1.1 0.1 0.9 0.7 1.2 0.5 0.9 0.6 1.4 0.8
Unemployed (2016) 0.8 0.3 2.1 0.7 1.1 0.6 2.1 0.8 0.8 0.4 1.9 0.7

*BMI reference, normal weight range. **Odds ratio were estimated using a series of pool multinomial logistic regression by adding interaction terms between each sociodemographic variable and year of survey.