From: Acceptance of healthy lifestyle nudges in the general population of Singapore
 | Information Government Campaigns | Information Governmentally Mandated | Default Rules & Choice Architecture | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Beta | 95% CI | P-value | Beta | 95% CI | P-value | Beta | 95% CI | P-value | ||||
Age groups (years) | ||||||||||||
 18 to 34 (Reference) | ||||||||||||
 35 to 49 | 0.05 | -0.18 | 0.27 | 0.692 | -0.29 | -0.61 | 0.02 | 0.066 | -0.10 | -0.46 | 0.26 | 0.581 |
 50 to 64 | 0.19 | -0.08 | 0.45 | 0.163 | -0.35 | -0.72 | 0.01 | 0.058 | -0.06 | -0.48 | 0.36 | 0.777 |
 65 and above | 0.13 | -0.15 | 0.42 | 0.363 | -0.45 | -0.87 | -0.03 | 0.035 | -0.01 | -0.51 | 0.50 | 0.974 |
Sex | ||||||||||||
 Female (Reference) | ||||||||||||
 Male | -0.01 | -0.14 | 0.13 | 0.898 | -0.26 | -0.45 | -0.07 | 0.008 | -0.14 | -0.38 | 0.10 | 0.240 |
Ethnicity | ||||||||||||
 Chinese (Reference) | ||||||||||||
 Malay | 0.23 | 0.10 | 0.36 |  < 0.001 | 0.21 | 0.00 | 0.41 | 0.047 | 0.39 | 0.15 | 0.62 | 0.001 |
 Indian | 0.13 | 0.00 | 0.27 | 0.051 | 0.39 | 0.20 | 0.59 |  < 0.001 | 0.49 | 0.26 | 0.72 |  < 0.001 |
 Others | 0.32 | 0.14 | 0.50 |  < 0.001 | 0.29 | -0.03 | 0.60 | 0.073 | 0.30 | -0.09 | 0.68 | 0.128 |
Education | ||||||||||||
 Primary and below (Reference) | ||||||||||||
 Secondary | -0.01 | -0.20 | 0.17 | 0.902 | -0.18 | -0.47 | 0.12 | 0.238 | -0.13 | -0.48 | 0.22 | 0.457 |
 Pre-U/Junior College | 0.01 | -0.32 | 0.33 | 0.976 | 0.23 | -0.29 | 0.75 | 0.384 | 0.04 | -0.58 | 0.66 | 0.903 |
 Vocational  Institute/ITE | 0.08 | -0.21 | 0.38 | 0.586 | -0.14 | -0.60 | 0.33 | 0.570 | 0.09 | -0.41 | 0.60 | 0.718 |
 Diploma | 0.18 | -0.05 | 0.41 | 0.123 | 0.28 | -0.08 | 0.64 | 0.125 | 0.13 | -0.30 | 0.56 | 0.556 |
 Degree, professional certification, and above | 0.11 | -0.15 | 0.37 | 0.411 | -0.04 | -0.42 | 0.35 | 0.854 | 0.11 | -0.33 | 0.56 | 0.617 |
Marital Status | ||||||||||||
 Married/Cohabiting (Reference) | ||||||||||||
 Single | -0.12 | -0.32 | 0.08 | 0.230 | -0.25 | -0.55 | 0.04 | 0.090 | -0.31 | -0.64 | 0.02 | 0.062 |
 Separated/Widowed/Divorced | -0.02 | -0.23 | 0.19 | 0.876 | 0.07 | -0.21 | 0.36 | 0.607 | -0.10 | -0.47 | 0.26 | 0.579 |
Employment status | ||||||||||||
 Employed (Reference) | ||||||||||||
 Economically Inactive | 0.06 | -0.11 | 0.23 | 0.506 | 0.10 | -0.16 | 0.37 | 0.452 | 0.25 | -0.07 | 0.57 | 0.129 |
 Unemployment | 0.06 | -0.24 | 0.35 | 0.704 | 0.04 | -0.42 | 0.51 | 0.860 | 0.16 | -0.41 | 0.72 | 0.586 |
Monthly income (Personal) | ||||||||||||
 Below 2,000 (Reference) | ||||||||||||
 2,000 to 3,999 | -0.01 | -0.19 | 0.17 | 0.890 | -0.09 | -0.34 | 0.17 | 0.510 | -0.20 | -0.50 | 0.11 | 0.205 |
 4,000 to 5,999 | -0.21 | -0.46 | 0.04 | 0.103 | -0.07 | -0.38 | 0.24 | 0.661 | -0.09 | -0.52 | 0.34 | 0.671 |
 6,000 to 9,999 | -0.18 | -0.52 | 0.16 | 0.293 | 0.01 | -0.41 | 0.43 | 0.971 | 0.20 | -0.33 | 0.73 | 0.460 |
 10,000 and above | -0.26 | -0.63 | 0.11 | 0.175 | 0.23 | -0.34 | 0.81 | 0.425 | 0.30 | -0.35 | 0.94 | 0.364 |
 No income | -0.04 | -0.31 | 0.24 | 0.780 | -0.15 | -0.57 | 0.28 | 0.499 | -0.14 | -0.61 | 0.32 | 0.539 |
BMI | ||||||||||||
 Normal range (Reference) | ||||||||||||
 Underweight | -0.29 | -0.60 | 0.03 | 0.078 | -0.14 | -0.59 | 0.31 | 0.536 | -0.14 | -0.59 | 0.31 | 0.537 |
 Overweight | 0.06 | -0.10 | 0.21 | 0.479 | -0.12 | -0.34 | 0.09 | 0.272 | -0.01 | -0.28 | 0.26 | 0.941 |
 Obese | -0.12 | -0.34 | 0.09 | 0.267 | -0.30 | -0.60 | 0.01 | 0.060 | -0.25 | -0.64 | 0.13 | 0.193 |
Number of chronic conditions | ||||||||||||
 No chronic illness (Reference) | ||||||||||||
 One chronic illness | -0.08 | -0.25 | 0.08 | 0.310 | 0.10 | -0.13 | 0.33 | 0.405 | -0.04 | -0.31 | 0.23 | 0.758 |
 At least two or more chronic illness | 0.00 | -0.17 | 0.17 | 0.994 | 0.19 | -0.07 | 0.45 | 0.148 | -0.04 | -0.34 | 0.26 | 0.789 |
Physical activity | ||||||||||||
 Sufficiently active (Reference) | ||||||||||||
 Insufficiently active | 0.04 | -0.13 | 0.20 | 0.643 | -0.40 | 0.13 | 0.67 | 0.004 | 0.22 | -0.08 | 0.53 | 0.147 |
Sedentary behaviour | ||||||||||||
  < 7 h/day (Reference) | ||||||||||||
  ≥ 7 h/day | -0.14 | -0.27 | 0.00 | 0.470 | -0.08 | -0.28 | 0.12 | 0.436 | 0.00 | -0.24 | 0.24 | 0.992 |
DASH Score | ||||||||||||
  < 16 (Reference) | ||||||||||||
 16 to ≤ 19 | 0.13 | -0.05 | 0.30 | 0.157 | 0.16 | -0.10 | 0.43 | 0.233 | 0.28 | -0.02 | 0.58 | 0.067 |
 19 to ≤ 22 | 0.18 | -0.01 | 0.36 | 0.066 | 0.31 | 0.03 | 0.59 | 0.028 | 0.52 | 0.18 | 0.86 | 0.003 |
  > 22 | 0.07 | -0.11 | 0.26 | 0.438 | 0.35 | 0.10 | 0.60 | 0.006 | 0.56 | 0.25 | 0.88 |  < 0.001 |