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The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy, Tufts University www.nutrition.tufts.edu | http://sites.tufts.edu/willmasters Building Human Capital: Nutrition is Fundamental BIFAD side event at the World Food Prize 2015 Borlaug Dialogue October 14 th , 2015

The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

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Page 1: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

The global pattern of malnutrition: From undernutrition to obesity

and diet-related disease

Will MastersFriedman School of Nutrition Science & Policy, Tufts University

www.nutrition.tufts.edu | http://sites.tufts.edu/willmasters

Building Human Capital: Nutrition is FundamentalBIFAD side event at the World Food Prize 2015 Borlaug Dialogue

October 14th, 2015

Page 2: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

Source: Author’s calculations from FAO Food Balance Sheets, http://faostat3.fao.org/download/FB/FBS/E (June 2015).

In fifty years, from more food to better food

More Better

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 3: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

• Progress on stunting and wasting…but still far to go

• Sharp rise in obesity…and more to come

• Rapid shift in diet-related diseases…even in developing countries

Fifteen years into the 21st c., we have:

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 4: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

• Are countries just richer, or different in other ways?• Richer = more of everything, both public and private• Different = new things, both technologies and institutions

• Strategy• test for shifts in the global average at each level of national income• this generalizes the Preston curve (Preston 1975, Bloom & Canning 2007),

first applied to life expectancy

• Data • national income: purchasing power per capita• height and weight: stunting, wasting and obesity• disease burden: diabetes and diarrhea (% of DALYs lost)

• Method• all data are nationally representative; results are weighted by population• calculate local mean and confidence interval at each income level• this represents the average person in countries at that level of income, in

each period of time

How has the food system changed?

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 5: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

The main development goal:

child stunting

Page 6: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

020

4060

80

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500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with decades shown by green circles for 1986-99 (250 surveys in 103 countries) and blue squares for 2000-2011 (337 surveys in 117 countries). Lines show local means and confidence intervals for each period estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: World Bank, WHO and UNICEF joint data; GDP and population are from PWT 8.1.

UNICEF/WHO/WB survey data on prevalence of child stunting, 1985-2011Pct. of children under 5, 1985-99 [n=250] and 2000-11 [n=337])

Clear progress against child stunting, at each level of income

O = 1985-99□ = 2000-11

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 7: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

ETH

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250 500 1,000 2,000 4,000Real GDP per capita at PPP prices (2005 USD), log scale (countries under US$6,000 only)

Note: 2007-09=green circles, 2000-11=blue squares, with darker colors for FtF focus countries of which a few are labeled. Lines show each period's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: World Bank, WHO and UNICEF joint data; GDP and population are from PWT 8.1.

UNICEF/WHO/WB survey data on child stunting since 2000 in poor countriesPct. of children under 5, 2000-05 [n=118] and 2006-11 [n=118]

O = 2000-05□ =

2006-11

Less stunting

Less stunting and higher income

Focusing on the poorest in recent years, we can zoom in to see FTF countries’ gains

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 8: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

Less prevalent, but still serious:

child wasting

Page 9: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

Child wasting rates have also fallen

05

1015

2025

Pct

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with

WH

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500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with decades shown by green circles for 1986-99 (244 surveys in 102 countries) and blue squares for 2000-2011 (333 surveys in 116 countries). Lines show local means and confidence intervals for each period estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: World Bank, WHO and UNICEF joint data; GDP and population are from PWT 8.1.

UNICEF/WHO/WB survey data on prevalence of child wasting, 1985-2011Pct. of children under 5, in 1985-99 [n=244] and 2000-11 [n=333]

O = 1985-99□ = 2000-11

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 10: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

The most visible kind of change:

adult obesity

Page 11: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

Adult obesity had a clear income gradient in 1990

0.2

.4.6

Pro

por

tion

of a

dults

ag

ed 2

0+

wh

o ar

e o

be

sea

t ea

ch le

vel o

f na

tion

al i

nco

me

500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles. Lines show each year's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: Global Burden of Disease Study; GDP and population are from PWT 8.1.

Global prevalence of obesity (share of adults aged 20+)Modeled estimates for 1990 in 162 countries

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 12: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

0.2

.4.6

Pro

por

tion

of a

dults

ag

ed 2

0+

wh

o ar

e o

be

sea

t ea

ch le

vel o

f na

tion

al i

nco

me

500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles, 2005=red triangles, and 2010=blue squares. Lines show each year's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: Global Burden of Disease Study; GDP and population are from PWT 8.1.

Global prevalence of obesity (share of adults aged 20+)Modeled estimates for 1990, 2005 & 2010 in 162 countries

From 1990 to 2010, did the income gradient shift?

But China and India may be influential

∆ = 2005

O = 1990□ = 2010

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 13: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

0.2

.4.6

Pro

por

tion

of a

dults

ag

ed 2

0+

wh

o ar

e o

be

sea

t ea

ch le

vel o

f na

tion

al i

nco

me

500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles, 2005=red triangles, and 2010=blue squares. Lines show each year's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: Global Burden of Disease Study; GDP and population are from PWT 8.1.

Global prevalence of obesity (share of adults aged 20+)Model estimates for 1990, 2005 & 2010 in 160 countries, ex. China & India

Adult obesity has shifted up in richer countries

Outside ofChina & India the gradient is now steeper

∆ = 2005

O = 1990□ = 2010

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 14: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

The worst diet-related disease:

diabetes

Page 15: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

0.0

2.0

4.0

6.0

8.1

Sha

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AL

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lost

at e

ach

leve

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om

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500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles.

Source: Global Burden of Disease Study, Results by Cause; GDP and population are from PWT 8.1.

The global burden of diabetes (share of DALYs lost) Modeled estimates for 1990 in 162 countries

A clear income gradient…but also more variance at higher incomes

Diabetes burdens in 1990

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 16: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

0.0

2.0

4.0

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500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles. Lines show each year's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: Global Burden of Disease Study, Results by Cause; GDP and population are from PWT 8.1.

The global burden of diabetes (share of DALYs lost) Modeled estimates for 1990 in 162 countries

Diabetes burdens in 1990, with local means

Note the wider confidence interval at higher incomes

Note India and China are near

their local means

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 17: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

0.0

2.0

4.0

6.0

8.1

Sha

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lost

at e

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500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles and 2005=red triangles. Lines show each year's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: Global Burden of Disease Study, Results by Cause; GDP and population are from PWT 8.1.

The global burden of diabetes (share of DALYs lost) Modeled estimates for 1990 and 2005 in 162 countries

Changes in diabetes from 1990 to 2005

From 1990 to 2005, relative burden rose in lower and middle income countries

and China shifted up and

along the same curves as other countries

India

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 18: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

0.0

5.1

.15

Sha

re o

f to

tal D

AL

Ys

lost

at e

ach

leve

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500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles, 2005=red triangles, and 2010=blue squares. Lines show each year's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: Global Burden of Disease Study, Results by Cause; GDP and population are from PWT 8.1.

The global burden of diabetes (share of DALYs lost) Modeled estimates for 1990, 2005 and 2010 in 162 countries

Diabetes burdens have risen in poor countries

∆ = 2005

O = 1990□ = 2010

China and India remain near their local means

The change was from 1990 to 2005; no significant further rise to 2010

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 19: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

Now contrast with the signature illness of undernourishment:

diarrheal disease

Page 20: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

0.0

5.1

.15

.2

Sha

re o

f to

tal D

AL

Ys

lost

at e

ach

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l of n

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500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles, 2005=red triangles, and 2010=blue squares. Lines show each year's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: Global Burden of Disease Study, Results by Cause; GDP and population are from PWT 8.1.

The global burden of diarrheal disease (share of DALYs lost)Modeled estimates for 1990, 2005 and 2010 in 162 countries

Diarrhea burdens have fallen but are still large

∆ = 2005

O = 1990□ = 2010India

remains an outlier

What happened ateach income levelother than India & China?

China

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 21: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

0.0

5.1

.15

.2

Sha

re o

f to

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AL

Ys

lost

at e

ach

leve

l of n

atio

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500 1,000 2,000 4,000 8,000 16,000 32,000Real GDP per capita at PPP prices (2005 USD), log scale

Note: Symbols are sized by population, with year shown as 1990=green circles, 2005=red triangles, and 2010=blue squares. Lines show each year's local means and confidence intervals estimated by -lpolyci-, weighted by population and with a bandwidth of 0.75.

Source: Global Burden of Disease Study, Results by Cause; GDP and population are from PWT 8.1.

The global burden of diarrheal disease (excl. China & India)Modeled estimates for 1990, 2005 and 2010 in 160 countries

∆ = 2005

O = 1990□ = 2010

Relative burdens fell most in the poorest countries

The global pattern of malnutritionstunting | wasting | obesity | disease

Diarrhea burdens have fallen but are still large

Page 22: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

• Progress on stunting and wasting…large gains from higher income,

and also big improvement in poor countries

• Sharp rise in obesity…so far, almost entirely due to higher income

and also worsening in the richest countries

• Rapid shift in diet-related diseases…worsening of diabetes at low and middle incomes

while diarrhea is improving in poor countries

In conclusion:Fifteen years into the 21st c., we have…

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 23: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

• Complete eradication of stunting and wasting…and reap large gains

in later health & cognition

• Bend the curve of obesity…and reverse its rise

at higher incomes

• Treat and prevent diet-related diseases…such as diabetes and diarrhea

Looking forward:In the coming decades, we can…

The global pattern of malnutritionstunting | wasting | obesity | disease

Page 24: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

Acknowledgements

Global Dietary Database (BMGF)

Feed the Future Innovation Lab for Nutrition(USAID)

Feed the Future Policy Impact Study Consortium(USDA)

Page 25: The global pattern of malnutrition: From undernutrition to obesity and diet-related disease Will Masters Friedman School of Nutrition Science & Policy,

thank you!