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Economy-wide effects of recent external
shocks such as global economic crisis, rising
global food prices and climate change
David Laborde
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Long term challenges: climate change
• LEARNING from the present
• A time of economic turbulences: what is the role
of agriculture?
• Effects of short term price shocks
• Initial exposure
• Unilateral policies and insulations
• More regional integration?
• DEALING with the FUTURE: impact of climate
change
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
ECONOMIC CRISIS:
A CURRENT ACCOUNT SHOCK
FOR ASIA
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
EXPOSURE TO
AGRICULTURAL PRICES: A
SHIFTING SITUATION
Page 6
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Evolution of Asia and Oceania net food trade
-30,000,000
-25,000,000
-20,000,000
-15,000,000
-10,000,000
-5,000,000
0
5,000,000
10,000,000
1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
USD, 1000
Proteins, Tons
Lipids, Tons
Kcal, 10 Mios
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Asia and Oceania: net position, 1000 USD
-80,000,000
-60,000,000
-40,000,000
-20,000,000
0
20,000,000
40,000,000
60,000,000
80,000,000
100,000,000
1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Japan
Hong kong
Taiwan
Singapore
Bangladesh
Pakistan
Macau
Azerbaijan
Afghanistan
Brunei darussalam
Cambodia
Turkmenistan
Mongolia
Philippines
Lao people s democratic
Uzbekistan
Kyrgyzstan
Nepal
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Net position, Proteins tons
-40,000,000
-35,000,000
-30,000,000
-25,000,000
-20,000,000
-15,000,000
-10,000,000
-5,000,000
0
5,000,000
10,000,000
15,000,000
1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Japan
China
Taiwan
Indonesia
Philippines
Thailand
Bangladesh
Malaysia
Hong kong
Viet nam
Sri lanka
Singapore
Pakistan
Papua new guinea
Azerbaijan
Afghanistan
Brunei darussalam
Uzbekistan
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
WHICH TRADE POLICY TO
COPE WITH FOOD PRICE
SHOCK?
Page 10
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
The Risk of unilateral policies
• Demand shock on the world market for one
commodity. E.g. wheat
• How different countries can react?
• Exporters  Export tax to neutralize effects on
domestic prices
• Importers  Reduction in tariffs and, import
subsidies?
• Interaction between exporters and importers policies
• Long term vs Short term effects
Page 11
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Results on average prices
Wheat
Average
production price
Average trade
price
1 – Exogenous demand increase 9.10% 10.8%
2 – 1 + Implementation/increase of export taxes to
mitigate the shock on domestic prices 1.52% 16.76%
3 – 1+ Elimination/reduction of import duties to
mitigate the shock on domestic prices 9.05% 12.62%
4 – 1+ Elimination/reduction of import duties and
import subsidies to mitigate the shock on domestic
prices 20.12% 27.31%
5 – 2 & 4: Combined non cooperative policies
allowing import subsidies 16.00% 41.10%
6 – 2 & 3: Combined non cooperative policies
without import subsidies 7.05% 20.58%
Page 12
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Results on real income (welfare, %)
Page 13
-1.00
-0.80
-0.60
-0.40
-0.20
0.00
0.20
0.40
0.60
0.80
1 – Exogenous demand increase
2 – 1 + Implementation/increase of export taxes to mitigate the shock on domestic prices
3 – 1+ Elimination/reduction of import duties to mitigate the shock on domestic prices
4 – 1+ Elimination/reduction of import duties and import subsidies to mitigate the shock on domestic prices
5 – 2 & 4: Combined non cooperative policies allowing import subsidies
6 – 2 & 3: Combined non cooperative policies without import subsidies
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
China
ASEA
N
AFTA
Afghanistan
Japan
Thailand
Pakistan
Trans-
Pacific
SEP
APT
A
Australi
a
AANZFT
A
EFTA
SCT Taiwan,
Penghu,
Kinmen
and Matsu
Honduras
El Salvador
GCC
Jordan
Switzerland
Mexico
MERCOSU
R
Nicaragua Peru
Panama
Trade Agreements in force in Asia after 2004
Bilateral
Bloc to country
USA
Vietnam
Indonesia
SAFT
A
Cambodia
Malaysia
Lao PDR
Kore
a
Singapore
Brunei
New
Zealan
d
Banglades
h
Myanmar
Chile
India
Sri-Lanka
Maldives
Bhutan
Nepal
Philippines
MORE INTEGRATION?
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
ASEA
N + 3
Japan
Korea
Cambodia
Malaysia
Philippines
Vietnam
Pakistan
SAFT
A
New
Zealan
d
Australi
a
EU
SCT Taiwan,
Penghu,
Kinmen
and Matsu
GCC
Jordan
Switzerland
Costa Rica
Trade Agreements in process in Asia
Bilateral
Bloc to country
ASEA
N
Canada
CEPEA
ASEAN
+ 6
Norway Iceland
SACU
Nigeri
aEgypt
Turke
yIran
D-
8
EFTA
Mexico
USA
Fiji
Micronesia
Palau
Samoa
Tonga
Vanuatu
Cook Islands
Kiribati
Marshall Islands
Nauru
Niue
Papua NG
Solomon Islands
Tuvalu
PACE
R
Indonesia
BIMST
EC
China
Sri-Lanka
Maldives
Bhutan
India
Nepal
Lao PDR
Thailan
d
Brunei
Singapore
Myanmar
Banglades
h
Chile
TPP
Peru
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
CLIMATE CHANGE: A FOCUS
ON SOUTH ASIA
Page 16
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Why focusing on South Asia? (I)
Growing demand
Dollars Calories
Page 17
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
16,000,000
18,000,000
1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
16,000,000
18,000,000
1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Oils and Fats Other Agric. Products Pulses
wheat Sugar Fruits & Vegetables
Oth. Processed Foods Dairy & Meat products Oilseeds
Rice cattle Maize
Other Coarse grains Fishing
-
20,000
40,000
60,000
80,000
100,000
120,000
140,000
160,000
180,000
200,000
1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
-
20,000
40,000
60,000
80,000
100,000
120,000
140,000
160,000
180,000
200,000
1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Asia & Oceania (none SAFTA) South America North America SAFTA Europe Africa
Exports
Imports
Imports
Exports
-
1,000
2,000
3,000
4,000
5,000
6,000
1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
-
1,000
2,000
3,000
4,000
5,000
6,000
1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Asia & Oceania (none SAFTA) North America SAFTA Europe South America Africa
Proteins
Imports
Exports
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Why focusing on South Asia? (II)
Agricultural trade policies are still distorted
Average protection (ref gr weighted)
Page 18
100 80 60 40 20 0 20 40 60 80 100
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
SAFTABangladeshBhutanIndia
Tariffs Applied on Imports Tariff faced on exports
100 80 60 40 20 0 20 40 60 80 100
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
MaldivesNepalPakistanSrilanka
Tariffs Applied on Imports Tariff faced on exports
100 80 60 40 20 0 20 40 60 80 100
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
SAFTABangladeshBhutanIndia
Tariffs Applied on Imports Tariff faced on exports
100 80 60 40 20 0 20 40 60 80 100
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
World
SAFTA partners
Asia & Oceania
Africa
Europe
North America
South America
MaldivesNepalPakistanSrilanka
Tariffs Applied on Imports Tariff faced on exports
Average protection (protein contents)
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Why focusing on South Asia? (III)
Regional trade and potential
Importer/Expo
rter
Bangladesh Bhutan Sri Lanka Maldives Nepal Pakistan India Total
Bangladesh 7,569 0 127,935 4,518,449 4,653,954
Bhutan 3,097 0 79,462 82,559
Sri Lanka 1,482 216 0 125,539 1,922,600 2,049,837
Maldives 0 19,512 0 8,087 123,563 151,162
Nepal 17 35 2,169 973,839 976,060
Pakistan 1,985 0 47,765 34 2,792 1,857,128 1,909,705
India 97,960 156,229 931,828 9 627,699 541,181 2,354,905
Total 104,541 156,229 1,006,708 259 630,491 804,913 9,475,041 12,178,182
Page 19
Bilateral trade of calories
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Methodology
Page 20
Climate Change
• GCM results [4 models x 3 baselines=12 scenarios]
• IMPACT Hydrology model
• Changes in temperature and rainfall simulated at the disaggregated (grid) level
Exogenous
Yield Response
due to Climage
Change
• IMPACT DSSAT modelling (5 representative crops)
• Changes in Yield due to Climate Change evolution (temperature and rainfall for rainfed
agriculture, temperature for irrigated agriculture)
Economic
results
• MIRAGE simulations: economic and demographic baselines with alternative trade policy
options
• Endogenous economic response of yields
• Results in terms of different economic indicators
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Baselines and Scenarios
• Alternative trade policies = different baselines
• Alternative climate change scenarios =
Page 21
Label Description
BASE Status quo
SAFTA Implementationof the post 2007 SAFTA commitments
SAFTAFull SAFTA + eliminationof all remainingtariffs on sensitive products
UNISEN SAFTAFull + unilateral liberalizationwith all partners for non
sensitive products in SAFTA
UNIAGR SAFTAFull+ unilateralliberalizationin agriculture
UNIALL Full unilateral liberalizationof all SAFTA countries
FTA Full FTA in Asia and Oceania
MULTI Full multilateralliberalization
Effects on relative
prices
among countries,
among sectors
150 dynamic
simulations…
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Climate Change effects yields (World)
Page 22
-15.0%
-10.0%
-5.0%
0.0%
5.0%
10.0%
15.0%
20.0%
25.0%
30.0%
GroundNutAreaweighted MaizeAreaweighted
RiceAreaweighted SoybeanAreaweighted
WheatAreaweighted SelectedcropsAreaweighted
-30.0%
-25.0%
-20.0%
-15.0%
-10.0%
-5.0%
0.0%
5.0%
10.0%
GroundNutProductionweighted Maize Productionweighted
RiceProductionweighted SoybeanProductionweighted
WheatProductionweighted SelectedcropsProductionweighted
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Subregional heterogeneity
Page 23
-20.0%
-15.0%
-10.0%
-5.0%
0.0%
5.0%
10.0%
15.0%
20.0%
cnr_a1 cnr_a2 cnr_b1 csi_a1 csi_a2 csi_b1 ech_a1 ech_a2 ech_b1 mir_a1 Simple
Average
Maize
Bangladesh India Pakistan Sri Lanka
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Rainfed vs Irrigation:
Illustration Pakistan
Page 24
-60%
-50%
-40%
-30%
-20%
-10%
0%
10%
20%
30%
-60% -50% -40% -30% -20% -10% 0%R
a
i
n
f
e
d
Irrigated
GroundNut
Maize
Rice
Wheat
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Changes in real income (world level)
Page 25
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
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_a1ech_a2ech_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
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Heterogenous consequences on Real Income
Climate Change will lead to winners and losers among countries
-6.0%
-5.0%
-4.0%
-3.0%
-2.0%
-1.0%
0.0%
1.0%
2.0%
cnr_a1 cnr_a2 cnr_b1 csi_a1 csi_a2 csi_b1 ech_a1 ech_a2 ech_b1 mir_a1 mir_a2 mir_b1
Real Income, volume, 2050 compared to the baseline
Central Asia
China
Developed Countries
Developing Countries (ex. SAFTA)
SAFTA
Pakistan
Russia & Ukraine
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Trade policies less important than productivity shock
at a country level and contrasted effects appear
but may play a more important role for poor (unskilled) workers
-10%
-8%
-6%
-4%
-2%
0%
2%
4%
6%
8%
10%
Trade policy scenario
India - Average India - Maximum India - Minimum
Pakistan - Average Pakistan - Maximum Pakistan - Minimum
Real wages for unskilled workers, percent
Real Income, percent
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
But economic and demographic situations
will matter
Page 29
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Preferred trade policies – real income criteria
Bangladesh India Sri Lanka Pakistan Rest of South Asia
BASE Pessimistic,
Average
Average Pessimistic
SAFTA Pessimistic Pessimistic,
Optimistic
Average, Optimistic
SAFTAFULL Pessimistic All cases
UNIAGR Optimistic
UNIALL
UNISEN
FTA Average
MULTI Optimistic
Page 30
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Research Question and Key results
• Which trade policies to deal with Climate Change?
• Which Climate change effects are we talking about:
• Change in average yield: the topic of this research
• But only for effects driven by rainfall and temperature
• Change in yield volatility: not in this research
 different answers
• Answers:
• Large uncertainties: one simulation is not enough.
• How to communicate with policy makers? Are they risk adverse?
• The role of flexibilities
• The world will survive and as usual: winners and losers
• Trade policies will not solve the “average trend” problem. Marginal effects
compared to the Climate change. Optimal policies difficult to define: redistribution vs
efficiency
• Role of economic growth
• Yield in the baseline (and public R&D)
Page 31
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Preferences of policy makers?
• On key variables (real income…):
• Risk Neutral
• Risk Adverse (mean variance utility)
• Minimizing regret (Minimax)
• Rawlsian (MaxiMin)
• Adjustment costs
• Selection criteria: the illustion of precision
• Sensitivity analysis:
• Climate change (done here)
• But other parameters (elasticities, growth path,
demographics) matters too!
Page 32
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Concluding remarks
• The Trade policy landscape has limited macroeconomic effects of
Climate Change consequences on average yield
• Larger role on distribution (poor people): needs to investigate the issue
deeper, in particular with better demand modeling: integration of the
MIRAGE-Climate Change and the MIRAGE-Household disaggregation
modele
• Large Uncertainties
• Promote economic growth (endogenous investments) and role of FDI?
• Flexibilities for farmers to change crops
• Flexibilities to relocate production: infrastructure
• Caution with any large sunk costs (R&D in one crop…)
Page 33

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Assessing economy-wide effects of recent external shocks on Asian developing economies

  • 1. Economy-wide effects of recent external shocks such as global economic crisis, rising global food prices and climate change David Laborde
  • 2. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Long term challenges: climate change • LEARNING from the present • A time of economic turbulences: what is the role of agriculture? • Effects of short term price shocks • Initial exposure • Unilateral policies and insulations • More regional integration? • DEALING with the FUTURE: impact of climate change
  • 3. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE ECONOMIC CRISIS: A CURRENT ACCOUNT SHOCK FOR ASIA
  • 4. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
  • 5. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
  • 6. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE EXPOSURE TO AGRICULTURAL PRICES: A SHIFTING SITUATION Page 6
  • 7. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Evolution of Asia and Oceania net food trade -30,000,000 -25,000,000 -20,000,000 -15,000,000 -10,000,000 -5,000,000 0 5,000,000 10,000,000 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 USD, 1000 Proteins, Tons Lipids, Tons Kcal, 10 Mios
  • 8. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Asia and Oceania: net position, 1000 USD -80,000,000 -60,000,000 -40,000,000 -20,000,000 0 20,000,000 40,000,000 60,000,000 80,000,000 100,000,000 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 Japan Hong kong Taiwan Singapore Bangladesh Pakistan Macau Azerbaijan Afghanistan Brunei darussalam Cambodia Turkmenistan Mongolia Philippines Lao people s democratic Uzbekistan Kyrgyzstan Nepal
  • 9. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Net position, Proteins tons -40,000,000 -35,000,000 -30,000,000 -25,000,000 -20,000,000 -15,000,000 -10,000,000 -5,000,000 0 5,000,000 10,000,000 15,000,000 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 Japan China Taiwan Indonesia Philippines Thailand Bangladesh Malaysia Hong kong Viet nam Sri lanka Singapore Pakistan Papua new guinea Azerbaijan Afghanistan Brunei darussalam Uzbekistan
  • 10. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE WHICH TRADE POLICY TO COPE WITH FOOD PRICE SHOCK? Page 10
  • 11. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE The Risk of unilateral policies • Demand shock on the world market for one commodity. E.g. wheat • How different countries can react? • Exporters  Export tax to neutralize effects on domestic prices • Importers  Reduction in tariffs and, import subsidies? • Interaction between exporters and importers policies • Long term vs Short term effects Page 11
  • 12. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Results on average prices Wheat Average production price Average trade price 1 – Exogenous demand increase 9.10% 10.8% 2 – 1 + Implementation/increase of export taxes to mitigate the shock on domestic prices 1.52% 16.76% 3 – 1+ Elimination/reduction of import duties to mitigate the shock on domestic prices 9.05% 12.62% 4 – 1+ Elimination/reduction of import duties and import subsidies to mitigate the shock on domestic prices 20.12% 27.31% 5 – 2 & 4: Combined non cooperative policies allowing import subsidies 16.00% 41.10% 6 – 2 & 3: Combined non cooperative policies without import subsidies 7.05% 20.58% Page 12
  • 13. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Results on real income (welfare, %) Page 13 -1.00 -0.80 -0.60 -0.40 -0.20 0.00 0.20 0.40 0.60 0.80 1 – Exogenous demand increase 2 – 1 + Implementation/increase of export taxes to mitigate the shock on domestic prices 3 – 1+ Elimination/reduction of import duties to mitigate the shock on domestic prices 4 – 1+ Elimination/reduction of import duties and import subsidies to mitigate the shock on domestic prices 5 – 2 & 4: Combined non cooperative policies allowing import subsidies 6 – 2 & 3: Combined non cooperative policies without import subsidies
  • 14. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE China ASEA N AFTA Afghanistan Japan Thailand Pakistan Trans- Pacific SEP APT A Australi a AANZFT A EFTA SCT Taiwan, Penghu, Kinmen and Matsu Honduras El Salvador GCC Jordan Switzerland Mexico MERCOSU R Nicaragua Peru Panama Trade Agreements in force in Asia after 2004 Bilateral Bloc to country USA Vietnam Indonesia SAFT A Cambodia Malaysia Lao PDR Kore a Singapore Brunei New Zealan d Banglades h Myanmar Chile India Sri-Lanka Maldives Bhutan Nepal Philippines MORE INTEGRATION?
  • 15. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE ASEA N + 3 Japan Korea Cambodia Malaysia Philippines Vietnam Pakistan SAFT A New Zealan d Australi a EU SCT Taiwan, Penghu, Kinmen and Matsu GCC Jordan Switzerland Costa Rica Trade Agreements in process in Asia Bilateral Bloc to country ASEA N Canada CEPEA ASEAN + 6 Norway Iceland SACU Nigeri aEgypt Turke yIran D- 8 EFTA Mexico USA Fiji Micronesia Palau Samoa Tonga Vanuatu Cook Islands Kiribati Marshall Islands Nauru Niue Papua NG Solomon Islands Tuvalu PACE R Indonesia BIMST EC China Sri-Lanka Maldives Bhutan India Nepal Lao PDR Thailan d Brunei Singapore Myanmar Banglades h Chile TPP Peru
  • 16. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE CLIMATE CHANGE: A FOCUS ON SOUTH ASIA Page 16
  • 17. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Why focusing on South Asia? (I) Growing demand Dollars Calories Page 17 0 2,000,000 4,000,000 6,000,000 8,000,000 10,000,000 12,000,000 14,000,000 16,000,000 18,000,000 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 0 2,000,000 4,000,000 6,000,000 8,000,000 10,000,000 12,000,000 14,000,000 16,000,000 18,000,000 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 Oils and Fats Other Agric. Products Pulses wheat Sugar Fruits & Vegetables Oth. Processed Foods Dairy & Meat products Oilseeds Rice cattle Maize Other Coarse grains Fishing - 20,000 40,000 60,000 80,000 100,000 120,000 140,000 160,000 180,000 200,000 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 - 20,000 40,000 60,000 80,000 100,000 120,000 140,000 160,000 180,000 200,000 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 Asia & Oceania (none SAFTA) South America North America SAFTA Europe Africa Exports Imports Imports Exports - 1,000 2,000 3,000 4,000 5,000 6,000 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 - 1,000 2,000 3,000 4,000 5,000 6,000 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 Asia & Oceania (none SAFTA) North America SAFTA Europe South America Africa Proteins Imports Exports
  • 18. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Why focusing on South Asia? (II) Agricultural trade policies are still distorted Average protection (ref gr weighted) Page 18 100 80 60 40 20 0 20 40 60 80 100 World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America SAFTABangladeshBhutanIndia Tariffs Applied on Imports Tariff faced on exports 100 80 60 40 20 0 20 40 60 80 100 World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America MaldivesNepalPakistanSrilanka Tariffs Applied on Imports Tariff faced on exports 100 80 60 40 20 0 20 40 60 80 100 World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America SAFTABangladeshBhutanIndia Tariffs Applied on Imports Tariff faced on exports 100 80 60 40 20 0 20 40 60 80 100 World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America World SAFTA partners Asia & Oceania Africa Europe North America South America MaldivesNepalPakistanSrilanka Tariffs Applied on Imports Tariff faced on exports Average protection (protein contents)
  • 19. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Why focusing on South Asia? (III) Regional trade and potential Importer/Expo rter Bangladesh Bhutan Sri Lanka Maldives Nepal Pakistan India Total Bangladesh 7,569 0 127,935 4,518,449 4,653,954 Bhutan 3,097 0 79,462 82,559 Sri Lanka 1,482 216 0 125,539 1,922,600 2,049,837 Maldives 0 19,512 0 8,087 123,563 151,162 Nepal 17 35 2,169 973,839 976,060 Pakistan 1,985 0 47,765 34 2,792 1,857,128 1,909,705 India 97,960 156,229 931,828 9 627,699 541,181 2,354,905 Total 104,541 156,229 1,006,708 259 630,491 804,913 9,475,041 12,178,182 Page 19 Bilateral trade of calories
  • 20. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Methodology Page 20 Climate Change • GCM results [4 models x 3 baselines=12 scenarios] • IMPACT Hydrology model • Changes in temperature and rainfall simulated at the disaggregated (grid) level Exogenous Yield Response due to Climage Change • IMPACT DSSAT modelling (5 representative crops) • Changes in Yield due to Climate Change evolution (temperature and rainfall for rainfed agriculture, temperature for irrigated agriculture) Economic results • MIRAGE simulations: economic and demographic baselines with alternative trade policy options • Endogenous economic response of yields • Results in terms of different economic indicators
  • 21. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Baselines and Scenarios • Alternative trade policies = different baselines • Alternative climate change scenarios = Page 21 Label Description BASE Status quo SAFTA Implementationof the post 2007 SAFTA commitments SAFTAFull SAFTA + eliminationof all remainingtariffs on sensitive products UNISEN SAFTAFull + unilateral liberalizationwith all partners for non sensitive products in SAFTA UNIAGR SAFTAFull+ unilateralliberalizationin agriculture UNIALL Full unilateral liberalizationof all SAFTA countries FTA Full FTA in Asia and Oceania MULTI Full multilateralliberalization Effects on relative prices among countries, among sectors 150 dynamic simulations…
  • 22. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Climate Change effects yields (World) Page 22 -15.0% -10.0% -5.0% 0.0% 5.0% 10.0% 15.0% 20.0% 25.0% 30.0% GroundNutAreaweighted MaizeAreaweighted RiceAreaweighted SoybeanAreaweighted WheatAreaweighted SelectedcropsAreaweighted -30.0% -25.0% -20.0% -15.0% -10.0% -5.0% 0.0% 5.0% 10.0% GroundNutProductionweighted Maize Productionweighted RiceProductionweighted SoybeanProductionweighted WheatProductionweighted SelectedcropsProductionweighted
  • 23. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Subregional heterogeneity Page 23 -20.0% -15.0% -10.0% -5.0% 0.0% 5.0% 10.0% 15.0% 20.0% cnr_a1 cnr_a2 cnr_b1 csi_a1 csi_a2 csi_b1 ech_a1 ech_a2 ech_b1 mir_a1 Simple Average Maize Bangladesh India Pakistan Sri Lanka
  • 24. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Rainfed vs Irrigation: Illustration Pakistan Page 24 -60% -50% -40% -30% -20% -10% 0% 10% 20% 30% -60% -50% -40% -30% -20% -10% 0%R a i n f e d Irrigated GroundNut Maize Rice Wheat
  • 25. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Changes in real income (world level) Page 25
  • 26. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 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_a1ech_a2ech_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
  • 27. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Heterogenous consequences on Real Income Climate Change will lead to winners and losers among countries -6.0% -5.0% -4.0% -3.0% -2.0% -1.0% 0.0% 1.0% 2.0% cnr_a1 cnr_a2 cnr_b1 csi_a1 csi_a2 csi_b1 ech_a1 ech_a2 ech_b1 mir_a1 mir_a2 mir_b1 Real Income, volume, 2050 compared to the baseline Central Asia China Developed Countries Developing Countries (ex. SAFTA) SAFTA Pakistan Russia & Ukraine
  • 28. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Trade policies less important than productivity shock at a country level and contrasted effects appear but may play a more important role for poor (unskilled) workers -10% -8% -6% -4% -2% 0% 2% 4% 6% 8% 10% Trade policy scenario India - Average India - Maximum India - Minimum Pakistan - Average Pakistan - Maximum Pakistan - Minimum Real wages for unskilled workers, percent Real Income, percent
  • 29. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE But economic and demographic situations will matter Page 29
  • 30. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Preferred trade policies – real income criteria Bangladesh India Sri Lanka Pakistan Rest of South Asia BASE Pessimistic, Average Average Pessimistic SAFTA Pessimistic Pessimistic, Optimistic Average, Optimistic SAFTAFULL Pessimistic All cases UNIAGR Optimistic UNIALL UNISEN FTA Average MULTI Optimistic Page 30
  • 31. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Research Question and Key results • Which trade policies to deal with Climate Change? • Which Climate change effects are we talking about: • Change in average yield: the topic of this research • But only for effects driven by rainfall and temperature • Change in yield volatility: not in this research  different answers • Answers: • Large uncertainties: one simulation is not enough. • How to communicate with policy makers? Are they risk adverse? • The role of flexibilities • The world will survive and as usual: winners and losers • Trade policies will not solve the “average trend” problem. Marginal effects compared to the Climate change. Optimal policies difficult to define: redistribution vs efficiency • Role of economic growth • Yield in the baseline (and public R&D) Page 31
  • 32. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Preferences of policy makers? • On key variables (real income…): • Risk Neutral • Risk Adverse (mean variance utility) • Minimizing regret (Minimax) • Rawlsian (MaxiMin) • Adjustment costs • Selection criteria: the illustion of precision • Sensitivity analysis: • Climate change (done here) • But other parameters (elasticities, growth path, demographics) matters too! Page 32
  • 33. INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Concluding remarks • The Trade policy landscape has limited macroeconomic effects of Climate Change consequences on average yield • Larger role on distribution (poor people): needs to investigate the issue deeper, in particular with better demand modeling: integration of the MIRAGE-Climate Change and the MIRAGE-Household disaggregation modele • Large Uncertainties • Promote economic growth (endogenous investments) and role of FDI? • Flexibilities for farmers to change crops • Flexibilities to relocate production: infrastructure • Caution with any large sunk costs (R&D in one crop…) Page 33