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Maximo Torero
m.torero@cgiar.org
“Excessive Volatility and Its Effects
What to do?”
MTT
Food and Nutrition Security in Africa, Food Africa midterm Seminar
Helsinki, Monday June 16th, 2014
What we learned from
2007-08?
Evolution of prices
Source: FAO (Food and Agriculture Organization of the United Nations). 2011. International commodity prices database. Available
at www.fao.org/es/esc/prices/PricesServlet.jsp?lang=en. Maize = US No.2, Yellow, U.S. Gulf; Wheat = US No.2, Hard Red Winter
ord. prot, US f.o.b. Gulf; Rice = White Broken, Thai A1 Super, f.o.b Bangkok; Butter = Oceania, indicative export prices, f.o.b.; and
Milk = Whole Milk Powder, Oceania, indicative export prices, f.o.b.
0
200
400
600
800
US$/metricton
Maize
Wheat
Rice
0
1,000
2,000
3,000
4,000
5,000
6,000
Indicativeexportprices,f.o.b
Butter
Milk
What was the response
• Export bans and restrictions
• Policies to stabilize prices
• New initiatives on reserves
• Food subsidies
• Price controls on strategic staples or on trader
margins
• Input subsidies
Effects on world prices of trade policy
reactions for selected countries
0% 10% 20%
Exogenous demand increase [initial
perturbation]
Effects of increases in export taxes
to mitigate the shock on domestic
prices
Effects of decrease in import duties
to mitigate the shock on domestic
prices
Interaction effects between import
and export restrictions
Policy Effects
“Natural”
Shock
Source: Bouet and Laborde, 2009. MIRAGE simulations
What was the proposed options in 2008-09
(1) ER = Emergency Reserve, Von Braun & Torero (2009 a,b)
(2) ICGR= Internationally coordinated grain reserves, Linn (2008)
(3) RR = Regional Reserves as the one of ASEAN
(4) CR = Country level reserves, this could imply significant relative costs at the
country level, significant distortions and little effect on volatility given low effect
over international markets.
(5) VR= Virtual Reserves, Von Braun & Torero (2009)
(6) DFIF=Diversion from industrial and animal feed uses, Wright 2009
(7) IS+IFA= Better information on Storage and International Food Agency
(Wright 2009)
(8) IGCA= International Grain Clearance Arrangement, Sarris
(2009)
(9) FIFF= Food Import Financing Facility, Sarris (2009).
(10) EWM=Early Warning mechanism
(11) TF= Trade Facilitation - Wright (2009) and Lin (2008)
How are we today?
Price Levels
Price Levels
Periods of Excessive Volatility
Note: This figure shows the results of a model of the dynamic evolution of daily returns based on historical data going back to 1954 (known as the Nonparametric
Extreme Quantile (NEXQ) Model). This model is then combined with extreme value theory to estimate higher-order quantiles of the return series, allowing for classification
of any particular realized return (that is, effective return in the futures market) as extremely high or not. A period of time characterized by extreme price variation
(volatility) is a period of time in which we observe a large number of extreme positive returns. An extreme positive return is defined to be a return that exceeds a certain
pre-established threshold. This threshold is taken to be a high order (95%) conditional quantile, (i.e. a value of return that is exceeded with low probability: 5 %). One or
two such returns do not necessarily indicate a period of excessive volatility. Periods of excessive volatility are identified based a statistical test applied to the number of
times the extreme value occurs in a window of consecutive 60 days.
Source: Martins-Filho, Torero, and Yao 2010. See details at http://www.foodsecurityportal.org/soft-wheat-price-volatility-alert-mechanism.
2014
Please note Days of Excessive volatility for 2014 are through March 2014
In summary
Crop Conditions in AMIS countries
(as of May 28th)
18
Have there been an
improvement in the short
term?
Global Stock to use ratios
High concentration of exports
Some improvements
% of Exports from the Northern Hemisphere
Source: USDA
Some Improvements
Significant increase on the production of wheat
by the Black Sea region
Source: USDA
Proportion of maize production of the US in
the production of biofuels, 1995–2010
Source: USADA
Maize million of metric
tons
% of maize used in
ethanol
Projection of the US ethanol production
Source: EIA, AEO 2013
Bill Litros
Increase in the number of extreme events
Source: www.emdat.be
Year
Numberofextremeevents
International markets are vulnerable to
climatic shocks
0
50
100
150
200
250
300
350
400
450
500
Indexofexportvolume(1990/91=100)
Wheat
Black Sea region Latin America
OECD exporters
NOT ENOUGH
How vulnerable are we in
the medium and long term?
Growing
Human Pressure
Climate change
Surprise
Ecosystem
decline
Source: Johan Rockstrom: Let the environment guide our
development
Population growth
GDP per capita
(2005 US $ in ‘000s)
Change in the consumption of
agricultural products 2009-2011 to 2021
(%)
The global demand for food will increase in 60% by 2050 (FAO
2012)
Growth of Global Demand
Development = Higher Income, Higher
Demand (and for different products)
0
2000
4000
6000
8000
10000
12000
14000
16000
18000
0
5000
10000
15000
20000
25000
30000
35000
Trade(ImportorExportQuantity)
DomesticConsumption(Food+Feed)
Domestic Consumption, Export and Import Quantity of Cereals
and Meals in kilotonnes of protein for China, 1980-2009
Food and Feed Export Quantity Import Quantity
Restrictions in the access to Land
Source Ahamed et al 2006
Expansion of the land with
low level of nutrient reserves
(K)
Percapita arable land (per
capita hectare used)
Source: Bruinsma 2009
Serious restrictions in the access to water
Under a “bussiness as
usual” scenario the
restriction of water by
2050 will put at risk:
→ 52% of the global
population
→ 45% of the global
production of grains
Source: Veolia Water and IFPRI 2011
Serious restrictions in the access to water
The scarcity of water will be a challenge of growing economies in
LAC (Peru and Mexico) and for Africa and Asia
The concentration of
greenhouse gases is
increasing
Important
consequences on
climate and for
appropriate climate
for crops
Climate Change
Source: Andy Jarvis, Carolina Navarrete, Julian Ramirez, Emmanuel Zapata,
Peter Laderach; Centro Internacionalde AgriculturaTropical, CIAT. Cali 2012
Climate Change Effects
Example of beans
¿How are we today?
Growing season (days) 90
Killing temperature (°C) 0
Minimum absolute
temperature (°C)
13.6
Minimum optimum
temperature (°C)
17.5
Minimum absolute
rainfall (mm)
200
Minimum optimum
rainfall (mm)
363
Maximum optimum
rainfall (mm)
450
Maximum absolute
rainfall (mm)
710
Growing season (days) 90
Killing temperature (°C) 0
Minimum absolute
temperature (°C)
13.6
Minimum optimum
temperature (°C)
17.5
Maximum optimum
temperature (°C)
23.1
Maximum absolute
temperature (°C)
25.6
Parameters determined
based on statistical
analysis of current bean
growing environments
from the Africa and LAC
Bean Atlases.
Fuente: Andy Jarvis, Carolina Navarrete, Julian
Ramirez, Emmanuel Zapata, Peter Laderach; Centro
Internacionalde AgriculturaTropical, CIAT. Cali 2012
What will happen?
2020 – A2 - changes
Scenarios matter for Global Trade pattern
Agricultural world trade may increase or decrease due to climate change
-6%
-4%
-2%
0%
2%
4%
6%
cnr_a1 cnr_a2 cnr_b1 csi_a1 csi_a2 csi_b1 ech_a1 ech_a2 ech_b1 mir_a1 mir_a2 mir_b1
Imports, volume, 2050 compared to the baseline
Developed Countries - Agro-food Developed Countries - Staple
Developing Countries - Agro-food Developing Countries - Staple
Authors: D. Laborde, Csilla Lakatos, Geral Nelson, Richard Roberton and Marcell Thomas
Heterogeneous consequences on Real Income
Climate Change will lead to winners and losers among countries
Authors: D. Laborde, Csilla Lakatos, Geral Nelson, Richard Roberton and Marcell Thomas
What is the global
governance response?
G20 Food Security Initiatives
Initiative Start Goal
Agricultural Market Information
System (AMIS) and Rapid Response
Forum
2011 Transparency in markets and
encourage coordination in policy
response
Global Agricultural Geo-monitoring
Initiative (GEOGLAM)
2011 Forecast agricultural production
Code of Conduct for Emergency
Humanitarian Food Reserves
2012 Humanitarian reserves instead of
trying to affect prices in the market
ECOWAS Emergency Humanitarian Food
Reserves
2011 Regional strategic emergency
Humanitarian reserves
Removal of Export Restrictions on Food
Purchases for Non-commercial
Humanitarian Purposes by the World
Food Program (WFP)
2011 Still discussion continue with WTO
AgResults 2012 Pulling mechanism. Pilot project
focuses on maize production in Sub
Saharan Africa (farm storage
technology; reduction of alfatoxin
contamination)
G20 Food Security Initiatives
Initiative Start Goal
Tropical Agricultural Platform 2012 Tropical agricultural innovation to
improve production and
productivity.
Meeting of Chief Agricultural Scientists
(MACS)
2012 Promote collaboration between
public and private sector
organizations
International Research Initiative for
Wheat Improvement (IRIWI)
2012 Reinforce cooperation and
coordination between national and
international bread and durum
wheat research programs
Platform for Agricultural Risk
Management (PARM)
2013 Provide expertise and solutions for
risk management and facilitating
co-ordination among practitioners
in this field
Improving Efficiency of Water Use 2013 Science based and policy based
options to improve the efficiency of
water use in agriculture
G20 Food Security Initiatives
Initiative Start Goal
Identify Best Practices to Increase
Agricultural Productivity Growth
Sustainably
2012 Consistent framework for on-going
analysis of current national
approaches and policy practices to
increase sustainable agricultural
productivity growth
Multilateral Development Bank Action
Plan for agriculture, food security and
nutrition
2011 Report still not delivered
Support the Agreement to scale up
nutrition
2011 Significant progress with SUN
Support the Principles for Responsible
Agricultural Investment
2011 Field testing
G20 Australia
• Key pillars: (i) investment, (ii) enhance trade, (iii) infrastructure,
(iii) financial inclusion, (iv) labour markets and (v) promote
competition
Source: MIRAGRODEP model simulations, IFPRI 2014
G20 Australia
• Economic
growth will
lead to
improvement
in food security
• More than 2
per cent above
the trajectory
implied by
current policies
over the
coming 5 year
A 10% increase
in GDP/PC
leads to a 6%
reduction in
stunting
Source: Ruel and Alderman, 2013
Income Growth Can Have Unintended Consequences of
Increasing Risks of Overweight and Obesity
49
A 10% increase
in GDP/PC
leads to a 7%
increase in
overweight and
obesity in
women
Ruel and Alderman, 2013
Where should we go?
• In the short and medium term: Market-Based
Hedging Strategies for coping with excessive volatility
• In the short term – Targeted cash transfers
(conditional or unconditional) for the most vulnerable
groups
• In the medium and long term: Measures to increase
productivity, sustainability and resilience of
agriculture
What to do?
• In countries with well-integrated commodity exchanges:
mechanisms of financial hedges and physical commodity
hedges, which integrate price protection into a physical
import or export agreement, may be more feasible
• In countries that don’t have this: it is important first to
build the necessary institutional arrangements to
advocate for financial risk management instruments
• Use of weather or catastrophe risk transfer instruments
should be specially considered
Market-Based Hedging Strategies
• Pro-trade policies:
• Improve Availability of food products (quantity). Trade
allows to rely on world supply (large and stable)
• At a low price. By definition, for importing countries : world
price < domestic price, and in “real” terms: increasing
income of households  trade liberalization
• Of improved quality.
• But trade openness generates winners and losers. It can
increase inequalities!
• Role for redistributive policies and safety nets
• And some conflicting issues. FDI in land vs “land grabbing”:
redefining property rights may lead to improved
environmental sustainability but may lead also to social
conflicts
Medium and long term policies
Import tariffs on food products: a heavy
burden for the poor
0,00%
10,00%
20,00%
30,00%
40,00%
50,00%
60,00%
70,00%
80,00%
Bermuda
CentralAfricanRep.
Chad
Congo
Cyprus
EquatorialGuinea
Iceland
India
Ireland
Israel
Japan
Kenya
Malta
Morocco
Nigeria
Norway
Pakistan
Portugal
Rep.ofKorea
Romania
SaintKittsandNevis
SerbiaandMontenegro
Seychelles
SolomonIsds
Switzerland
Thailand
Tunisia
Turkmenistan
Ukraine
UnitedKingdom
Average Tariff on Calories Average Tariff on Proteins
Source: Deason and Laborde (2010)
• Policies to increase agricultural productivity and resilience
• Input subsidies – Transitory, smart and well targeted
input subsidies
• Increase competition in the input industry
• Investment in R&D
• Investment in infrastructure – irrigation and roads
• Policies to reduce post-harvest losses
– Improved handling of harvests and storage practices
– Information systems
– Rural roads
Medium and long term policies
Let’s avoid this!

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Food and Nutrition Security in Africa, Excessive Volatility and Its Effects What to do?, Maximo Torero

  • 1. Maximo Torero m.torero@cgiar.org “Excessive Volatility and Its Effects What to do?” MTT Food and Nutrition Security in Africa, Food Africa midterm Seminar Helsinki, Monday June 16th, 2014
  • 2. What we learned from 2007-08?
  • 3. Evolution of prices Source: FAO (Food and Agriculture Organization of the United Nations). 2011. International commodity prices database. Available at www.fao.org/es/esc/prices/PricesServlet.jsp?lang=en. Maize = US No.2, Yellow, U.S. Gulf; Wheat = US No.2, Hard Red Winter ord. prot, US f.o.b. Gulf; Rice = White Broken, Thai A1 Super, f.o.b Bangkok; Butter = Oceania, indicative export prices, f.o.b.; and Milk = Whole Milk Powder, Oceania, indicative export prices, f.o.b. 0 200 400 600 800 US$/metricton Maize Wheat Rice 0 1,000 2,000 3,000 4,000 5,000 6,000 Indicativeexportprices,f.o.b Butter Milk
  • 4. What was the response • Export bans and restrictions • Policies to stabilize prices • New initiatives on reserves • Food subsidies • Price controls on strategic staples or on trader margins • Input subsidies
  • 5. Effects on world prices of trade policy reactions for selected countries 0% 10% 20% Exogenous demand increase [initial perturbation] Effects of increases in export taxes to mitigate the shock on domestic prices Effects of decrease in import duties to mitigate the shock on domestic prices Interaction effects between import and export restrictions Policy Effects “Natural” Shock Source: Bouet and Laborde, 2009. MIRAGE simulations
  • 6. What was the proposed options in 2008-09 (1) ER = Emergency Reserve, Von Braun & Torero (2009 a,b) (2) ICGR= Internationally coordinated grain reserves, Linn (2008) (3) RR = Regional Reserves as the one of ASEAN (4) CR = Country level reserves, this could imply significant relative costs at the country level, significant distortions and little effect on volatility given low effect over international markets. (5) VR= Virtual Reserves, Von Braun & Torero (2009) (6) DFIF=Diversion from industrial and animal feed uses, Wright 2009 (7) IS+IFA= Better information on Storage and International Food Agency (Wright 2009) (8) IGCA= International Grain Clearance Arrangement, Sarris (2009) (9) FIFF= Food Import Financing Facility, Sarris (2009). (10) EWM=Early Warning mechanism (11) TF= Trade Facilitation - Wright (2009) and Lin (2008)
  • 7.
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  • 13. How are we today?
  • 16. Periods of Excessive Volatility Note: This figure shows the results of a model of the dynamic evolution of daily returns based on historical data going back to 1954 (known as the Nonparametric Extreme Quantile (NEXQ) Model). This model is then combined with extreme value theory to estimate higher-order quantiles of the return series, allowing for classification of any particular realized return (that is, effective return in the futures market) as extremely high or not. A period of time characterized by extreme price variation (volatility) is a period of time in which we observe a large number of extreme positive returns. An extreme positive return is defined to be a return that exceeds a certain pre-established threshold. This threshold is taken to be a high order (95%) conditional quantile, (i.e. a value of return that is exceeded with low probability: 5 %). One or two such returns do not necessarily indicate a period of excessive volatility. Periods of excessive volatility are identified based a statistical test applied to the number of times the extreme value occurs in a window of consecutive 60 days. Source: Martins-Filho, Torero, and Yao 2010. See details at http://www.foodsecurityportal.org/soft-wheat-price-volatility-alert-mechanism. 2014 Please note Days of Excessive volatility for 2014 are through March 2014
  • 18. Crop Conditions in AMIS countries (as of May 28th) 18
  • 19. Have there been an improvement in the short term?
  • 20. Global Stock to use ratios
  • 22. Some improvements % of Exports from the Northern Hemisphere Source: USDA
  • 23. Some Improvements Significant increase on the production of wheat by the Black Sea region Source: USDA
  • 24. Proportion of maize production of the US in the production of biofuels, 1995–2010 Source: USADA Maize million of metric tons % of maize used in ethanol
  • 25. Projection of the US ethanol production Source: EIA, AEO 2013 Bill Litros
  • 26. Increase in the number of extreme events Source: www.emdat.be Year Numberofextremeevents
  • 27. International markets are vulnerable to climatic shocks 0 50 100 150 200 250 300 350 400 450 500 Indexofexportvolume(1990/91=100) Wheat Black Sea region Latin America OECD exporters
  • 29. How vulnerable are we in the medium and long term?
  • 30. Growing Human Pressure Climate change Surprise Ecosystem decline Source: Johan Rockstrom: Let the environment guide our development
  • 31. Population growth GDP per capita (2005 US $ in ‘000s) Change in the consumption of agricultural products 2009-2011 to 2021 (%) The global demand for food will increase in 60% by 2050 (FAO 2012)
  • 33. Development = Higher Income, Higher Demand (and for different products) 0 2000 4000 6000 8000 10000 12000 14000 16000 18000 0 5000 10000 15000 20000 25000 30000 35000 Trade(ImportorExportQuantity) DomesticConsumption(Food+Feed) Domestic Consumption, Export and Import Quantity of Cereals and Meals in kilotonnes of protein for China, 1980-2009 Food and Feed Export Quantity Import Quantity
  • 34. Restrictions in the access to Land Source Ahamed et al 2006 Expansion of the land with low level of nutrient reserves (K) Percapita arable land (per capita hectare used) Source: Bruinsma 2009
  • 35. Serious restrictions in the access to water Under a “bussiness as usual” scenario the restriction of water by 2050 will put at risk: → 52% of the global population → 45% of the global production of grains Source: Veolia Water and IFPRI 2011
  • 36. Serious restrictions in the access to water The scarcity of water will be a challenge of growing economies in LAC (Peru and Mexico) and for Africa and Asia
  • 37. The concentration of greenhouse gases is increasing Important consequences on climate and for appropriate climate for crops Climate Change Source: Andy Jarvis, Carolina Navarrete, Julian Ramirez, Emmanuel Zapata, Peter Laderach; Centro Internacionalde AgriculturaTropical, CIAT. Cali 2012
  • 39. Example of beans ¿How are we today? Growing season (days) 90 Killing temperature (°C) 0 Minimum absolute temperature (°C) 13.6 Minimum optimum temperature (°C) 17.5 Minimum absolute rainfall (mm) 200 Minimum optimum rainfall (mm) 363 Maximum optimum rainfall (mm) 450 Maximum absolute rainfall (mm) 710 Growing season (days) 90 Killing temperature (°C) 0 Minimum absolute temperature (°C) 13.6 Minimum optimum temperature (°C) 17.5 Maximum optimum temperature (°C) 23.1 Maximum absolute temperature (°C) 25.6 Parameters determined based on statistical analysis of current bean growing environments from the Africa and LAC Bean Atlases. Fuente: Andy Jarvis, Carolina Navarrete, Julian Ramirez, Emmanuel Zapata, Peter Laderach; Centro Internacionalde AgriculturaTropical, CIAT. Cali 2012
  • 40. What will happen? 2020 – A2 - changes
  • 41. Scenarios matter for Global Trade pattern Agricultural world trade may increase or decrease due to climate change -6% -4% -2% 0% 2% 4% 6% cnr_a1 cnr_a2 cnr_b1 csi_a1 csi_a2 csi_b1 ech_a1 ech_a2 ech_b1 mir_a1 mir_a2 mir_b1 Imports, volume, 2050 compared to the baseline Developed Countries - Agro-food Developed Countries - Staple Developing Countries - Agro-food Developing Countries - Staple Authors: D. Laborde, Csilla Lakatos, Geral Nelson, Richard Roberton and Marcell Thomas
  • 42. Heterogeneous consequences on Real Income Climate Change will lead to winners and losers among countries Authors: D. Laborde, Csilla Lakatos, Geral Nelson, Richard Roberton and Marcell Thomas
  • 43. What is the global governance response?
  • 44. G20 Food Security Initiatives Initiative Start Goal Agricultural Market Information System (AMIS) and Rapid Response Forum 2011 Transparency in markets and encourage coordination in policy response Global Agricultural Geo-monitoring Initiative (GEOGLAM) 2011 Forecast agricultural production Code of Conduct for Emergency Humanitarian Food Reserves 2012 Humanitarian reserves instead of trying to affect prices in the market ECOWAS Emergency Humanitarian Food Reserves 2011 Regional strategic emergency Humanitarian reserves Removal of Export Restrictions on Food Purchases for Non-commercial Humanitarian Purposes by the World Food Program (WFP) 2011 Still discussion continue with WTO AgResults 2012 Pulling mechanism. Pilot project focuses on maize production in Sub Saharan Africa (farm storage technology; reduction of alfatoxin contamination)
  • 45. G20 Food Security Initiatives Initiative Start Goal Tropical Agricultural Platform 2012 Tropical agricultural innovation to improve production and productivity. Meeting of Chief Agricultural Scientists (MACS) 2012 Promote collaboration between public and private sector organizations International Research Initiative for Wheat Improvement (IRIWI) 2012 Reinforce cooperation and coordination between national and international bread and durum wheat research programs Platform for Agricultural Risk Management (PARM) 2013 Provide expertise and solutions for risk management and facilitating co-ordination among practitioners in this field Improving Efficiency of Water Use 2013 Science based and policy based options to improve the efficiency of water use in agriculture
  • 46. G20 Food Security Initiatives Initiative Start Goal Identify Best Practices to Increase Agricultural Productivity Growth Sustainably 2012 Consistent framework for on-going analysis of current national approaches and policy practices to increase sustainable agricultural productivity growth Multilateral Development Bank Action Plan for agriculture, food security and nutrition 2011 Report still not delivered Support the Agreement to scale up nutrition 2011 Significant progress with SUN Support the Principles for Responsible Agricultural Investment 2011 Field testing
  • 47. G20 Australia • Key pillars: (i) investment, (ii) enhance trade, (iii) infrastructure, (iii) financial inclusion, (iv) labour markets and (v) promote competition Source: MIRAGRODEP model simulations, IFPRI 2014
  • 48. G20 Australia • Economic growth will lead to improvement in food security • More than 2 per cent above the trajectory implied by current policies over the coming 5 year A 10% increase in GDP/PC leads to a 6% reduction in stunting Source: Ruel and Alderman, 2013
  • 49. Income Growth Can Have Unintended Consequences of Increasing Risks of Overweight and Obesity 49 A 10% increase in GDP/PC leads to a 7% increase in overweight and obesity in women Ruel and Alderman, 2013
  • 51. • In the short and medium term: Market-Based Hedging Strategies for coping with excessive volatility • In the short term – Targeted cash transfers (conditional or unconditional) for the most vulnerable groups • In the medium and long term: Measures to increase productivity, sustainability and resilience of agriculture What to do?
  • 52. • In countries with well-integrated commodity exchanges: mechanisms of financial hedges and physical commodity hedges, which integrate price protection into a physical import or export agreement, may be more feasible • In countries that don’t have this: it is important first to build the necessary institutional arrangements to advocate for financial risk management instruments • Use of weather or catastrophe risk transfer instruments should be specially considered Market-Based Hedging Strategies
  • 53. • Pro-trade policies: • Improve Availability of food products (quantity). Trade allows to rely on world supply (large and stable) • At a low price. By definition, for importing countries : world price < domestic price, and in “real” terms: increasing income of households  trade liberalization • Of improved quality. • But trade openness generates winners and losers. It can increase inequalities! • Role for redistributive policies and safety nets • And some conflicting issues. FDI in land vs “land grabbing”: redefining property rights may lead to improved environmental sustainability but may lead also to social conflicts Medium and long term policies
  • 54. Import tariffs on food products: a heavy burden for the poor 0,00% 10,00% 20,00% 30,00% 40,00% 50,00% 60,00% 70,00% 80,00% Bermuda CentralAfricanRep. Chad Congo Cyprus EquatorialGuinea Iceland India Ireland Israel Japan Kenya Malta Morocco Nigeria Norway Pakistan Portugal Rep.ofKorea Romania SaintKittsandNevis SerbiaandMontenegro Seychelles SolomonIsds Switzerland Thailand Tunisia Turkmenistan Ukraine UnitedKingdom Average Tariff on Calories Average Tariff on Proteins Source: Deason and Laborde (2010)
  • 55. • Policies to increase agricultural productivity and resilience • Input subsidies – Transitory, smart and well targeted input subsidies • Increase competition in the input industry • Investment in R&D • Investment in infrastructure – irrigation and roads • Policies to reduce post-harvest losses – Improved handling of harvests and storage practices – Information systems – Rural roads Medium and long term policies
  • 56.