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Frontiers of research on prices,
diet costs & diet affordability
Derek Headey
Senior Research Fellow
Development Strategies & Governance
International Food Policy Research Institute
Washington DC | July 15th, 2022
https://sites.tufts.edu/foodpricesfornutrition
How can the mass availability of retail food prices data
answer policy questions that really matter?
Peculiar that “food prices for nutrition” research is new, but it is…
Micro:
o Economists study food demand & food poverty, but not through a nutrition lens
o Nutritionists focused on food choice, less so “choice under scarcity”
Meso:
o Ag economists focused on farmgate prices & value chains, but consumers
engagement with physical markets is poorly studied
Macro:
o Simulation models not said much on interventions, prices & cost of healthy diets
Will use micro-meso-macro to talk about recent findings & new frontiers
Micro: Food Poverty in a Nutrition Lens
 Pricing affordability of a healthy diet is like measuring
food poverty but with no preferences
 Standard poverty measurement uses preferences but
for an energy-based food poverty line
 Mahrt et al. (2022) argue:
o A healthy diet is a basic need
o Good methods for incorporating preferences
o Energy-based poverty lines result in non-poor
households with multiple micronutrient deficiencies
o In Myanmar, a healthy diet food poverty line leads
to a doubling of the estimated poverty rate
 Future research: repeat, globally and locally
20%
8%
24%
48%
27%
56%
0
10
20
30
40
50
60
70
80
90
100
National Urban Rural
Poverty Rates (%) in Myanmar:
Energy-based vs healthy diet poverty lines
When nutrition is a basic need, the world is poorer than we think!
Micro: Food Demand & Social Protection through a nutrition lens
o Model household demand for healthy diet food
groups & translate this into micronutrient gaps
o Model shock (C19) impacts & social protection
 Key findings from various countries
o Healthy food consumption gaps are huge
o Poverty constraints huge: incomes<healthy diets
o Price constraints: fruits, veg, ASFs expensive
o Preferences: weak demand for pulses & veg
+ Protection constraints: typical transfers ($13)
don’t close healthy food gaps or micronutrient gaps
o Fortification a good idea, especially during shocks
-53%
-51% -50% -49%
-19%
-60%
-50%
-40%
-30%
-20%
-10%
0%
No transfer Cash
Unfortified
rice transfer
Food
voucher
Fortified
rice
Bangladesh: mean micronutrient gaps with
$13/month social protection interventions
When nutrition is a basic need, we need bigger & better social protection
Meso: Food markets/environments through a Nutrition Lens
More on supermarkets in LMICs than the markets poor people use!
But in rural Ethiopia we found that poor people live with poor markets
 weak infrastructure, limited diversity, seasonality, high relative prices
Urban food environment studies in LMICs face more complexity:
 Quality & price differences across different kinds of vendors
 Greater access to unhealthy foods & exposure to marketing
Meso-level research is growing quickly, including in the One CGIAR:
 Do weak food environments cause weak food demand, or vice versa?
 How do food environments influence the double burden of malnutrition?
 Can integrated, multi-faceted interventions improve local food systems?
 How can we regularize & standardize market quality measurement?
Missing middle problem: still don’t know the scope for meso policy levers
3
12
13
25
29
0 10 20 30
Pulses/nuts
Dairy
Fruits/veg
Flesh foods
Eggs
Caloric cost of each food
group relative to staple foods
Macro: Measuring & modelling the affordability of healthy diets
 Many gaps at the macro level, on methodological & policy questions
METHODS QUESTIONS
 “Billions” of people cannot afford a healthy diet (Hirvonen et al. 2019, Herforth et al. 2020)
 But this strand of work is new & needs refinement & robustness:
o Food price surveys vary in quality: too food foods bias diet costs upwards
o Huge demographic differences across countries: India has 110 million children <5 years
o Global estimates of healthy diet unaffordabiltiy rely on national World Bank poverty data,
but this is not yet refined at the rural and urban levels
o Rural-urban breakdowns hugely important for targeting social protection
o Measuring affordability for farmers is complicated when they eat what they produce
Methods don’t change the message … but could better inform targeting of
resources across and within countries
Macro: Measuring & modelling the affordability of healthy diets
POLICY QUESTIONS
 The 3 billion people question: How to help the masses that can’t afford a healthy diet?
 Reality check: population growth, higher food prices, c19, climate change: 4 billion soon?
 Economic growth will take decades to close healthy food gaps, even if accelerated
o Can we nudge the growing middle class in LMICs towards healthier diets?
 Social protection? Currently inadequate for the 1.5 billion $1.90/day poor …
o How can we scale up protection & maximize its nutritional impacts?
 Food policies? Scope to reduce the real cost of healthy diets?
o Healthy foods often perishable => prices influenced by local supply
o Scope to reduce prices by investing in perishable non-staples? (eggs)
A multisectoral problem needing multisectoral solutions
Take-aways…
o Micro
o Monitor food affordability, but integrate healthy diets into poverty measures
o Analyze food demand through a nutrition lens
o Meso
o Focus on food environments not just in urban areas, but in rural markets
o Standardize, regularize and broaden the monitoring of food environments in price
surveys, but also household surveys like LSMS, DHS, WFP surveys
o Macro
o Model income, price & preference effects on healthy diet convergence
o More modelling on social protection: impacts on diets, but also fiscal effects
o More modelling on agriculture interventions to reduce the cost of healthy diets
Thank you!
Some studies referred to:
 Mahrt, K., Herforth, A., Robinson, S., Arndt, C., Headey, D., 2022. Nutrition as a Basic Need: A new method
for utility-consistent and nutritionally adequate food poverty lines IFPRI Discussion Paper 2120.
 Headey, D.D., Alderman, H.H., 2019. The Relative Caloric Prices of Healthy and Unhealthy Foods Differ
Systematically across Income Levels and Continents. The Journal of Nutrition 149, 2020-2033.
 Headey, D., Hirvonen, K., Hoddinott, J., Stifel, D., 2019. Rural Food Markets and Child Nutrition. American
Journal of Agricultural Economics 101, 1311-1327.
 Ecker, Olivier, Harold Alderman, Andrew R. Comstock, Derek D. Headey, Kristi Mahrt, and Angga Pradesha.
2022. Mitigating Poverty and Undernutrition through Social Protection: A Simulation Analysis of the
COVID-19 Pandemic in Bangladesh and Myanmar. Forthcoming IFPRI discussion paper
 Hirvonen, Kalle, Harold Alderman, Derek Headey. 2022. Catalyzing convergence towards sustainable and
healthy diets in the 21st Century. Forthcoming IFPRI discussion paper
 Morris, S.S., Beesabathuni, K., Headey, D., 2018. An egg for everyone: Pathways to universal access to one of
nature's most nutritious foods. Maternal & Child Nutrition 14, e12679.

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Frontiers of research on prices, diet costs & diet affordability

  • 1. Frontiers of research on prices, diet costs & diet affordability Derek Headey Senior Research Fellow Development Strategies & Governance International Food Policy Research Institute Washington DC | July 15th, 2022 https://sites.tufts.edu/foodpricesfornutrition
  • 2. How can the mass availability of retail food prices data answer policy questions that really matter? Peculiar that “food prices for nutrition” research is new, but it is… Micro: o Economists study food demand & food poverty, but not through a nutrition lens o Nutritionists focused on food choice, less so “choice under scarcity” Meso: o Ag economists focused on farmgate prices & value chains, but consumers engagement with physical markets is poorly studied Macro: o Simulation models not said much on interventions, prices & cost of healthy diets Will use micro-meso-macro to talk about recent findings & new frontiers
  • 3. Micro: Food Poverty in a Nutrition Lens  Pricing affordability of a healthy diet is like measuring food poverty but with no preferences  Standard poverty measurement uses preferences but for an energy-based food poverty line  Mahrt et al. (2022) argue: o A healthy diet is a basic need o Good methods for incorporating preferences o Energy-based poverty lines result in non-poor households with multiple micronutrient deficiencies o In Myanmar, a healthy diet food poverty line leads to a doubling of the estimated poverty rate  Future research: repeat, globally and locally 20% 8% 24% 48% 27% 56% 0 10 20 30 40 50 60 70 80 90 100 National Urban Rural Poverty Rates (%) in Myanmar: Energy-based vs healthy diet poverty lines When nutrition is a basic need, the world is poorer than we think!
  • 4. Micro: Food Demand & Social Protection through a nutrition lens o Model household demand for healthy diet food groups & translate this into micronutrient gaps o Model shock (C19) impacts & social protection  Key findings from various countries o Healthy food consumption gaps are huge o Poverty constraints huge: incomes<healthy diets o Price constraints: fruits, veg, ASFs expensive o Preferences: weak demand for pulses & veg + Protection constraints: typical transfers ($13) don’t close healthy food gaps or micronutrient gaps o Fortification a good idea, especially during shocks -53% -51% -50% -49% -19% -60% -50% -40% -30% -20% -10% 0% No transfer Cash Unfortified rice transfer Food voucher Fortified rice Bangladesh: mean micronutrient gaps with $13/month social protection interventions When nutrition is a basic need, we need bigger & better social protection
  • 5. Meso: Food markets/environments through a Nutrition Lens More on supermarkets in LMICs than the markets poor people use! But in rural Ethiopia we found that poor people live with poor markets  weak infrastructure, limited diversity, seasonality, high relative prices Urban food environment studies in LMICs face more complexity:  Quality & price differences across different kinds of vendors  Greater access to unhealthy foods & exposure to marketing Meso-level research is growing quickly, including in the One CGIAR:  Do weak food environments cause weak food demand, or vice versa?  How do food environments influence the double burden of malnutrition?  Can integrated, multi-faceted interventions improve local food systems?  How can we regularize & standardize market quality measurement? Missing middle problem: still don’t know the scope for meso policy levers 3 12 13 25 29 0 10 20 30 Pulses/nuts Dairy Fruits/veg Flesh foods Eggs Caloric cost of each food group relative to staple foods
  • 6. Macro: Measuring & modelling the affordability of healthy diets  Many gaps at the macro level, on methodological & policy questions METHODS QUESTIONS  “Billions” of people cannot afford a healthy diet (Hirvonen et al. 2019, Herforth et al. 2020)  But this strand of work is new & needs refinement & robustness: o Food price surveys vary in quality: too food foods bias diet costs upwards o Huge demographic differences across countries: India has 110 million children <5 years o Global estimates of healthy diet unaffordabiltiy rely on national World Bank poverty data, but this is not yet refined at the rural and urban levels o Rural-urban breakdowns hugely important for targeting social protection o Measuring affordability for farmers is complicated when they eat what they produce Methods don’t change the message … but could better inform targeting of resources across and within countries
  • 7. Macro: Measuring & modelling the affordability of healthy diets POLICY QUESTIONS  The 3 billion people question: How to help the masses that can’t afford a healthy diet?  Reality check: population growth, higher food prices, c19, climate change: 4 billion soon?  Economic growth will take decades to close healthy food gaps, even if accelerated o Can we nudge the growing middle class in LMICs towards healthier diets?  Social protection? Currently inadequate for the 1.5 billion $1.90/day poor … o How can we scale up protection & maximize its nutritional impacts?  Food policies? Scope to reduce the real cost of healthy diets? o Healthy foods often perishable => prices influenced by local supply o Scope to reduce prices by investing in perishable non-staples? (eggs) A multisectoral problem needing multisectoral solutions
  • 8. Take-aways… o Micro o Monitor food affordability, but integrate healthy diets into poverty measures o Analyze food demand through a nutrition lens o Meso o Focus on food environments not just in urban areas, but in rural markets o Standardize, regularize and broaden the monitoring of food environments in price surveys, but also household surveys like LSMS, DHS, WFP surveys o Macro o Model income, price & preference effects on healthy diet convergence o More modelling on social protection: impacts on diets, but also fiscal effects o More modelling on agriculture interventions to reduce the cost of healthy diets
  • 9. Thank you! Some studies referred to:  Mahrt, K., Herforth, A., Robinson, S., Arndt, C., Headey, D., 2022. Nutrition as a Basic Need: A new method for utility-consistent and nutritionally adequate food poverty lines IFPRI Discussion Paper 2120.  Headey, D.D., Alderman, H.H., 2019. The Relative Caloric Prices of Healthy and Unhealthy Foods Differ Systematically across Income Levels and Continents. The Journal of Nutrition 149, 2020-2033.  Headey, D., Hirvonen, K., Hoddinott, J., Stifel, D., 2019. Rural Food Markets and Child Nutrition. American Journal of Agricultural Economics 101, 1311-1327.  Ecker, Olivier, Harold Alderman, Andrew R. Comstock, Derek D. Headey, Kristi Mahrt, and Angga Pradesha. 2022. Mitigating Poverty and Undernutrition through Social Protection: A Simulation Analysis of the COVID-19 Pandemic in Bangladesh and Myanmar. Forthcoming IFPRI discussion paper  Hirvonen, Kalle, Harold Alderman, Derek Headey. 2022. Catalyzing convergence towards sustainable and healthy diets in the 21st Century. Forthcoming IFPRI discussion paper  Morris, S.S., Beesabathuni, K., Headey, D., 2018. An egg for everyone: Pathways to universal access to one of nature's most nutritious foods. Maternal & Child Nutrition 14, e12679.