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Exploring the potential of trans fats policies
to reduce socio-economic inequalities in
coronary heart disease mortality in England :
A cost-effectiveness modelling study
Kirk Allen, Jonathan Pearson-Stuttard,William Hooton, Peter
Diggle, Simon Capewell, Martin O’Flaherty
Universities of Liverpool, Lancaster, Oxford & Imperial College London
j.pearson-stuttard@imperial.ac.uk
Coronary Heart Disease
• Huge burden of disease
• ↓Mortality rates, halved over two decades
• BUT Inequalities persisted & even worsened
• 50% mortality fall due to risk factor reductions
• Major Risk Factors:
– Diet: Trans Fats, Salt, Sugar, Fruit & Veg
– Tobacco
– Excess Alcohol
– Physical Inactivity
Bajekal et al Plos Med 2012
Dietary Trans Fats
• Hydrogenated vegetable oils
• ↑CHD risk more than any other macronutrient
• ↑ 1%E in daily energy intake ↑CHD mortality
12%
• UK – ‘voluntary regulation’ & ‘better labelling’
– Responsibility Deal
– Intake halved 1.4% ↓ 0.7% daily energy
– BUT socio-economic gradients in intake
Mozzafarian et al. N Engl J Med. 2006;354(15):1601-13
National Diet and Nutrition Survey published May 2014
Global Trans Fats Policies
(summary)
• Full legislative bans
– Denmark (2004), Austria & Switzerland (2009)
– Iceland (2010), Hungary & Norway (2014)
– USA (Labelling from 2008, GRAS* from 2015)
• Partial Ban
– NYC (2008), voluntary then mandatory
• Labelling
– Brazil (2003)
*no longer recognised as GRAS (Generally Recognised As
Safe)
Methods
• Estimated population benefits, & cost
effectiveness from 2015-2020 of:
– Legislative ban on TFA
– Partial ban – restaurants
– Partial ban – fast-food
– Improved labelling
• Outputs
– Deaths prevented or postponed (DPP)
– Quality Adjusted Life Years
Socio-economic inequalities
• Stratified by age & gender
– Socio-economic circumstance
(Index Multiple Deprivation IMD) quintiles
• Slope index
– ‘absolute inequalities’ in mortality across SEC
quintiles
Trans Fats Modelling Approach
Risk Factor Change
CHD
Mortality &
Incidence
Change
Food
Policy
⇓ Trans fat intake
e.g.
Ban
Trans fat
⇓ CHD
deaths
7
Stratified by Socioeconomic Circumstance
Trans Fats in England
• Average consumption approx. 0.7% Energy
– National Diet & Nutrition Survey
≈ 0.3%E from industrial trans fats
≈ 0.4%E from ruminants (ie. meat & dairy products)
• Lower SEC groups probably higher
consumption
(Low Income Diet & Nutrition Survey)High SEC SEC2 SEC3 SEC4 Low SEC
TF %E 0.5 % 0.6 % 0.7 % 0.95 % 1.2 %
Resulting
TF%E
0.4 % 0.4 % 0.4 % 0.4 % 0.4 %
8
Methods: Costs
• Government costs = Initial legislation + Annual
monitoring
• Industry costs = reformulation + annual costs
• Savings
– Direct healthcare savings & reductions in hospital admissions
– Informal care savings
– Averted productivity loss – ‘frictional period’
• All outputs discounted at 3.5%
Uncertainty
• Probabilistic Sensitivity Analysis
• Assume statistical distribution for key
parameters
• 10,000 simulations
• Report 95% confidence intervals
10
Results
• Mortality -Deaths Prevented or Postponed (DPPs)
– Total Ban 7,200 (↓2.5%)
– Labelling 3,500-2,200
– Fast food 2,600
– Restaurant 1,800
• CHD inequalities decreased
↓ 3000 total ban (↓ 15% )
↓ 600, restaurant ban (↓ 3%)
Results – Deaths Prevented or Postponed (DPPs)
IMD Quintile
Costs
• State costs:
– £5m implementation + £2.4m annual monitoring
• £21.6m over 5 year period
• Industry costs:
– Worst case:
• £25,000 per product, altering 8,000 product lines
• £200m
– Best case:
• Reformulation absorbed in natural product
Reformulation cycle
• £0
Savings
• Direct Healthcare:
£42m (ban)
£11m (partial ban – restaurant)
• Informal Care:
£53m to £196m
• Averted Productivity Loss
£16m to £59m
Results – All Cost-effective or cost-saving
QALYs
Affluent Deprived
Does ↓ TFA consumption ↓
Inequalities?
Study strengths
• Results consistent with previous estimates
• Considers entire adult population
• Reliable datasets
• Novel modelling & stratification of population
level interventions
• Use of APC mortality projections – may produce
conservative estimates of mortality gains
Limitations
BUT
•Area level SEC categorisation
•Assumes instantaneous effect
•Ruminant TFAs Harmless? Unchanged?
•Effective implementation strategies?
Conclusions
• All policies evaluated would reduce CHD mortality
• And be cost effective
• ‘Low hanging fruit’ in prevention policies
• A legislative ban would be the most effective
and equitable policy
– CHD mortality ↓ 2.5%
– ↓14% CHD mortality inequalities
– Cost saving
19
Thank you
j.pearson-stuttard@imperial.ac.uk
Reserve
Slides
Dietary Industrial Transfat reduction
Estimated effects of different policy options
22
Coombes BMJ 2011 343 d55677
DownstreamDownstream Upstream policiesUpstream policies
Restaurant restrictions
plus
Food Labelling (USA)
Responsibility Deal (RD)
• Public-private partnership
• Voluntary agreement
• Food, alcohol, physical activity, health at work
• Signatories report progress each spring
RD - Food
• Trans fats reduction
• Out of home calorie labelling
• Salt reduction
• Calorie reduction
• Fruit and vegetables
• Front of pack labelling
• Saturated fat reduction
RD Evaluation
• ‘pledges could be effective if fully
implemented’
• ‘most effective strategies... Food pricing
strategies, restrictions on marketing... Not
reflected in RD food pledges’
• Most interventions clearly (37%) or possibly
(37%) underway regardless of RD
• Analysis of trans fats pledge ongoing
Knai et al, Food Policy 2015
Net Costs with no Industry costs
Socio-economic
differentials in outcomes
Least
deprived
Most
deprived
Socio-economic
differentials in outcomes
Least
deprived
Most
deprived
Index of Multiple Deprivation (IMD)
• Defined at Lower-layer Super Output Area
(LSOA) for England
– 32,482 LSOA in total
– Average population approx 1,500 per LSOA
Sensitivity analysis input
parameters

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Exploring the potential of trans fats policies to reduce socio-economic inequalities in coronary heart disease mortality in England : A cost-effectiveness modelling study

  • 1. Exploring the potential of trans fats policies to reduce socio-economic inequalities in coronary heart disease mortality in England : A cost-effectiveness modelling study Kirk Allen, Jonathan Pearson-Stuttard,William Hooton, Peter Diggle, Simon Capewell, Martin O’Flaherty Universities of Liverpool, Lancaster, Oxford & Imperial College London j.pearson-stuttard@imperial.ac.uk
  • 2. Coronary Heart Disease • Huge burden of disease • ↓Mortality rates, halved over two decades • BUT Inequalities persisted & even worsened • 50% mortality fall due to risk factor reductions • Major Risk Factors: – Diet: Trans Fats, Salt, Sugar, Fruit & Veg – Tobacco – Excess Alcohol – Physical Inactivity Bajekal et al Plos Med 2012
  • 3. Dietary Trans Fats • Hydrogenated vegetable oils • ↑CHD risk more than any other macronutrient • ↑ 1%E in daily energy intake ↑CHD mortality 12% • UK – ‘voluntary regulation’ & ‘better labelling’ – Responsibility Deal – Intake halved 1.4% ↓ 0.7% daily energy – BUT socio-economic gradients in intake Mozzafarian et al. N Engl J Med. 2006;354(15):1601-13 National Diet and Nutrition Survey published May 2014
  • 4. Global Trans Fats Policies (summary) • Full legislative bans – Denmark (2004), Austria & Switzerland (2009) – Iceland (2010), Hungary & Norway (2014) – USA (Labelling from 2008, GRAS* from 2015) • Partial Ban – NYC (2008), voluntary then mandatory • Labelling – Brazil (2003) *no longer recognised as GRAS (Generally Recognised As Safe)
  • 5. Methods • Estimated population benefits, & cost effectiveness from 2015-2020 of: – Legislative ban on TFA – Partial ban – restaurants – Partial ban – fast-food – Improved labelling • Outputs – Deaths prevented or postponed (DPP) – Quality Adjusted Life Years
  • 6. Socio-economic inequalities • Stratified by age & gender – Socio-economic circumstance (Index Multiple Deprivation IMD) quintiles • Slope index – ‘absolute inequalities’ in mortality across SEC quintiles
  • 7. Trans Fats Modelling Approach Risk Factor Change CHD Mortality & Incidence Change Food Policy ⇓ Trans fat intake e.g. Ban Trans fat ⇓ CHD deaths 7 Stratified by Socioeconomic Circumstance
  • 8. Trans Fats in England • Average consumption approx. 0.7% Energy – National Diet & Nutrition Survey ≈ 0.3%E from industrial trans fats ≈ 0.4%E from ruminants (ie. meat & dairy products) • Lower SEC groups probably higher consumption (Low Income Diet & Nutrition Survey)High SEC SEC2 SEC3 SEC4 Low SEC TF %E 0.5 % 0.6 % 0.7 % 0.95 % 1.2 % Resulting TF%E 0.4 % 0.4 % 0.4 % 0.4 % 0.4 % 8
  • 9. Methods: Costs • Government costs = Initial legislation + Annual monitoring • Industry costs = reformulation + annual costs • Savings – Direct healthcare savings & reductions in hospital admissions – Informal care savings – Averted productivity loss – ‘frictional period’ • All outputs discounted at 3.5%
  • 10. Uncertainty • Probabilistic Sensitivity Analysis • Assume statistical distribution for key parameters • 10,000 simulations • Report 95% confidence intervals 10
  • 11. Results • Mortality -Deaths Prevented or Postponed (DPPs) – Total Ban 7,200 (↓2.5%) – Labelling 3,500-2,200 – Fast food 2,600 – Restaurant 1,800 • CHD inequalities decreased ↓ 3000 total ban (↓ 15% ) ↓ 600, restaurant ban (↓ 3%)
  • 12. Results – Deaths Prevented or Postponed (DPPs) IMD Quintile
  • 13. Costs • State costs: – £5m implementation + £2.4m annual monitoring • £21.6m over 5 year period • Industry costs: – Worst case: • £25,000 per product, altering 8,000 product lines • £200m – Best case: • Reformulation absorbed in natural product Reformulation cycle • £0
  • 14. Savings • Direct Healthcare: £42m (ban) £11m (partial ban – restaurant) • Informal Care: £53m to £196m • Averted Productivity Loss £16m to £59m
  • 15. Results – All Cost-effective or cost-saving QALYs Affluent Deprived
  • 16. Does ↓ TFA consumption ↓ Inequalities?
  • 17. Study strengths • Results consistent with previous estimates • Considers entire adult population • Reliable datasets • Novel modelling & stratification of population level interventions • Use of APC mortality projections – may produce conservative estimates of mortality gains
  • 18. Limitations BUT •Area level SEC categorisation •Assumes instantaneous effect •Ruminant TFAs Harmless? Unchanged? •Effective implementation strategies?
  • 19. Conclusions • All policies evaluated would reduce CHD mortality • And be cost effective • ‘Low hanging fruit’ in prevention policies • A legislative ban would be the most effective and equitable policy – CHD mortality ↓ 2.5% – ↓14% CHD mortality inequalities – Cost saving 19
  • 22. Dietary Industrial Transfat reduction Estimated effects of different policy options 22 Coombes BMJ 2011 343 d55677 DownstreamDownstream Upstream policiesUpstream policies Restaurant restrictions plus Food Labelling (USA)
  • 23. Responsibility Deal (RD) • Public-private partnership • Voluntary agreement • Food, alcohol, physical activity, health at work • Signatories report progress each spring
  • 24. RD - Food • Trans fats reduction • Out of home calorie labelling • Salt reduction • Calorie reduction • Fruit and vegetables • Front of pack labelling • Saturated fat reduction
  • 25. RD Evaluation • ‘pledges could be effective if fully implemented’ • ‘most effective strategies... Food pricing strategies, restrictions on marketing... Not reflected in RD food pledges’ • Most interventions clearly (37%) or possibly (37%) underway regardless of RD • Analysis of trans fats pledge ongoing Knai et al, Food Policy 2015
  • 26. Net Costs with no Industry costs
  • 28. Index of Multiple Deprivation (IMD) • Defined at Lower-layer Super Output Area (LSOA) for England – 32,482 LSOA in total – Average population approx 1,500 per LSOA