Subtheme | Pooled proportion (95% CI) or proportion | Range | I2 a (%) | No. of studies (references) | Countries |
---|---|---|---|---|---|
1. Beliefs about effectiveness and cost-effectiveness | |||||
 Impact on SSB purchases and consumption | 0.39 (0.26–0.54) | 0.20–0.64 | 99.6 | France, Mexico, UK, US | |
 Impact on health-related outcomes | 0.40 (0.29–0.54) | 0.26–0.58 | 98.5 | France, UK, US | |
 Cost-effectiveness | 0.33 | NA | NA | 1 [25] | UK |
 Lack of healthy alternatives | 0.84 | NA | NA | 1 [45] | Mexico |
2. Beliefs about appropriateness | |||||
 Taxation as an intervention strategy | |||||
  Appropriate | 0.37 | NA | NA | 1 [25] | UK |
  Not appropriate | 0.54 | NA | NA | 1 [25] | UK |
 SSBs as an intervention target | |||||
  Appropriate | 0.68 (0.48–0.85) | 0.42–0.92 | 99.6 | Mexico, UK, US | |
  Not appropriate | 0.60 | NA | NA | 1 [25] | UK |
 Beliefs about overweight and obesity | |||||
  Obesity is a problem | 0.92 (0.91–0.93) | 0.85–0.93 | 0.00 | Australia, US | |
  Society is responsible | 0.38 | NA | NA | 1 [49] | US |
3. Beliefs about economic and socioeconomic benefit | |||||
 Raise revenue for societal health programs | 0.39 (0.36–0.41) | 0.37–0.40 | 0.00 | UK, US | |
 Negative economic impact | 0.44 | NA | NA | 1 [25] | UK |
 Impact on socioeconomic equality | |||||
  Negative | 0.50 (0.48–0.52) | 0.49–0.51 | 0.00 | France, UK | |
  Positive | 0.36 | NA | NA | 1 [25] | UK |
4. Beliefs about policy adoption and implementation | |||||
 Lack of stakeholder support | 0.53 | NA | NA | 1 [25] | UK |
5. Mistrust | |||||
 Mistrust of industry | 0.49 (0.32–0.66) | 0.31–0.80 | 98.9 | UK, US | |
 Mistrust of government | 0.61 (0.56–0.67) | 0.58–0.67 | 90.3 | UK, US | |
 Mistrust of public health experts | 0.35 | NA | NA | 1 [49] | US |