pcd impact assessment on food security in tanzania• oecd, eu and member states have strong...
TRANSCRIPT
Consultation Workshop Module 2
Economic and Social Research Foundation (ESRF) & European Centre for Development Policy
Management ECDPM,
17 September 2014 Dar Es Salaam
PCD Impact Assessment on Food Security in
Tanzania
!
I. Introducing the PCD IA pilot in Tanzania: rationale and history, scope and objectives
-Coffee break- II. Module 2: the Tanzania Food Security Profile
• Rationale • State of food and nutrition security • Food security System
• The agro-food sector: characteristics and challenges • The agricultural trade profile • The policy framework
III. Outstanding issues and identifying relevant OECD policies
On the menu today
Page 2 ECDPM
I. Introducing the PCD Impact Assessment on food security in
Tanzania
ECDPM Page 3
• The Rationale Domestic policies of OECD member countries (e.g.
agriculture, trade, investment, science, migration) can have a spill-over impact on developing countries,…
… that impact is not necessarily coherent with the objectives formulated under the policy for development
cooperation of that OECD country
Policy coherence for development (PCD)
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PCD is a conceptual tool aimed at addressing such incoherencies to the benefit of development objectives, e.g.
food security
For example
ECDPM Page 5 Source: OECD, 2014.
ECDPM Page 6
Prevalent definitions: PCD = … EU
“The EU seeks to minimise contradictions and to build synergies between policies other than development cooperation that have an impact on developing countries, for the benefit of overseas development”
OECD
“The pursuit of development objectives through the systematic promotion of mutually reinforcing policy actions on the part of both OECD and development countries”.
Two-fold implication: “do no harm” and beyond:
1. Make sure all policies are development-friendly 2. Ensure the proactive promotion of development objectives in other policies: exploit synergies
Diverging interpretations and use of the concept of PCD.
PCD IS NOT (only):
• Coordination with other policies • Harmonization with other donors • Adjustment of development policy to other
policies (it is PC for Development)
Prevalent definitions: PCD ≠ …
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ECDPM Page 8
Measuring PCD = one of the key PCD building blocks
• OECD, EU and Member States have strong commitments to enforce PCD, frontrunners include: NL, SE, FIN, DK
• 2008 OECD Ministerial declaration confirmed
commitment to promote PCD, incl. measuring the effects of OECD members’ policies on international development objectives.
• EU 2012 Council Conclusions on PCD ask for ‘a more evidence-based approach, to further improve monitoring, implementation and follow-up. Relevant baselines, indicators and targets should also be developed including for measuring the impact of PCD in a way which demonstrates clear development results’.
Context
ECDPM Page 9
• Ex-ante check lists and impact assessments of OECD member countries’ policy proposals • Ex-post assessments of OECD policy impact at country-level
Different ways to monitor PCD
ECDPM Page 10
This is where this research project comes in
• 2012: OECD asked ECDPM to develop “a methodology for country-level impact assessments
of PCD on food security” • July 2013: presentation of a draft toward a
methodology
• Now two pilot projects to apply, test and fine-tune this methodology in:
• Tanzania (FIN & OECD) • Burkina Fasso (SWISS & OECD)
The project: how did we get here?
ECDPM Page 11
General objective: to develop a methodology for identifying and assessing the impacts (+/-) of OECD policies on food security in individual developing countries
Specific objectives: 1. Help OECD DAC members in pursuing their PCD policy
objectives through providing evidence for policy change domestically and for programme design at country level (e.g. more information to address trade-offs between internal goals & negative externalities on developing countries)
2. Enable partner countries and civil society to advocate for improved PCD and to address the impacts of incoherencies.
Objectives
ECDPM Page 12
• 5 key principles: i) stakeholder involvement; ii) deductive reasoning; iii) disaggregation of impact; iv) mixed methods.
• For a variety of audiences and users: public
good • Meant to be done relatively quickly and with
limited resources. • Modular and flexible. No straightjacket that
researchers have to follow to the letter.
• Designed to pick up on the effects of public policies. • While acknowledging the effects of other
external factors beyond the scope of this study (e.g. Climate Change)
The Methodology: how does it look like?
ECDPM Page 13
1. Getting started: considerations and decisions before launching the exercise
A modular, step-by-step approach
2. The country food security profile: the FS system, determinants and FS situation
3. Establish a route of impact: causal linkages with OECD policies
4. In-country contextualisation and verification of causal linkages > response strategies
5. Communication strategy and follow up
• Very straightforward: key factors to consider before starting the assessment: • What country/ group of countries? • Country buy in/ local partners. • Team composition.
Module 1: Getting started
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Module 2: Country food security profile Output
indicators
OECD Policies
Other factors
(e.g. other policies, Climate
change,…)
• The idea is to take the potentially relevant OECD policies, identified in module 2, and to draw linkages “on paper” of how the impact would be transmitted.
• Main aim of the module is to make the IA
solid from a “theoretical” point of view
• Relatively straightforward for some effects (e.g. tariffs), very complicated for others (e.g. agricultural subsidies and price transmission).
Module 3: Verifying causal linkages
ECDPM Page 17
• Verify theory through field research • Three aims:
ü Contextualize and further explore the theoretical causal chains developed in module 3
ü Formulate conclusions. ü Define response strategy options.
- for OECD country policies. - for adaptation/advocacy strategies by local partners.
Module 4: In-country research
ECDPM Page 18
• Messages will differ depending on the targeted audience (NGOs, in country embassies, partner govnts, etc).
• Communication Plan should formulate -What information is relevant to which stakeholder audience - How to best approach which audience, through which
communication channels
Module 5: communication
ECDPM Page 19
• Stakeholder involvement is one of the 5 overarching principles of the methodology:
• Not an (exclusively) desk-based project • Should be a “process” as much as a study. • Inclusive, consultative process per module to enhance
chances of follow-up.
Today: • We present the methodology, • … discuss initial findings of Module 2… • and pick your brains on what could be the potentially
relevant OECD policy externalities for analysis in Module 3.
So, where does this workshop come in?
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Q & A - coffee break -
II. Module 2
The Tanzania Food Security Profile -initial findings for discussion-
ECDPM Page 22
• Rationale • The food security situation • The food security system
- The agro-food sector - Agricultural trade flows - The policy framework
• What? A comprehensive, yet straightforward profile of the
country’s food security situation and the key underlying dynamics that determine that situation.
• How? i) Mapping key socio-demographic dynamics of food
insecurity ii) Snapshot of the food security system: Agro-food
sector; Trade; Should allow to identify key crops, consumption and
production patters, trade flows and (N)TBs, price trends, etc.
Rationale Module 2
ECDPM Page 23
The Food and Nutrition Security Situation of Tanzania
ECDPM Page 24
At national Level: • +- 15.7 million people undernourished • 62nd out of 78 on the GHI (IFPRI, 2013) • Prevalence of undernourishment is improving in the
last decade
The food security situation
ECDPM Page 25
Prevalence of undernourishment (%, 3-year average)
Source: FAOSTAT, 2014
• Stunted growth: 42.5% > 5yr olds; too short for their age, indicates chronic malnutrition, poor feeding practices and regular intestinal infections.
• Wasting: 4.9% > 5 yr olds; low weight-for-height, indicates acute malnutrition
• Underweight: 16.2%; low weight-for-age, indicates a combination of chronic and acute malnutrition (TDHS, 2010)
ECDPM Page 26
Source: FAOSTAT, 2014
Rain-fed agriculture > hunger is seasonal and climate dependent Two rainfall regimes: i) Unimodal (S, C, W; Dec-April) ii) Bimodal (N, E,NE, N Coast; Sept-Oct & Feb/March – June)
Spatial, temporal and demographic dimensions of food
ECDPM Page 27 !
- Bimodal zones = more draught prone, but more food diversity
- Food shortages (price spikes) most common running up between Oct – March
Source: Fewsnet, 2014
ECDPM Page 28
Source: USAID, 2010.
At household level: WFP Comprehensive Food Security Vulnerability Analysis
(CFSVA, 2012):
• 8.3% of households (HH) has Poor Dietary Intake (PDI) = insufficient calorie intake and dietary diversity
ECDPM Page 29
Daily per capita energy intake by food groups, selected households, (CFSVA, 2010-11)
• In rural areas (87% of Tanzania’s PDI HHs were in rural areas vs. 69% of all Tanzania’s households);
• Among poor HHs (66% of poor dietary intake households fell below the poverty line vs. 28% of all households in Tanzania);
• Among HHs in which the head worked in the farming sector (82% of PDI HH-heads worked in farming vs. 64% of all household heads);
• Among households in which the head was unemployed (8.0% of poor dietary intake household heads were unemployed vs. 5.4% of all household heads in Tanzania).
• In female-headed households - slightly more prone to food insecurity (in 2010/11, 11% of the female-headed households suffered from PDI, compared to 7% of the male-headed households)
PDI over-represented:
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Food security Situation = outcome dimension
Access Availability Utilization
Stability
Tanzania Food Security System
ECDPM Page 32
Trade Pattern
Regulatory frame work
Tanzania agri food
sub sector
The Agro-food sector
ECDPM Page 33
• Role of agriculture sector within Tanzania economy
• Identifying key consumption and production commodities
• Identifying key characteristics and challenges in production and processing
Rationale
ECDPM Page 34
• Crop production takes up the bulk share of agricultural activity and total GDP share, as food and cash crops account for 65% and 10% of the agricultural GDP respectively.
• Crop production also accounts for about 70% of rural incomes, which largely depend on the production of staple foods.
• Crops sub sector contributes 17.6% to the national GDP
• Livestock sub sector contributes 4.6% of the total GDP
• Fisheries sub-sector contributes about 2.6 percent of the Tanzania GDP (URT, 2013a)
Tanzania Agri food system
ECDPM Page 35
Tanzania agri food system cont…
ECDPM Page 36
Share of agriculture sector is declining over time……is it structural transformation or lack of agriculture sector diversification and low productivity?
• Agri-food system is made up of 80% of subsistence farmers producing on 0.2-2.5ha of land, using rudimentary technologies
• Tanzania is rich with natural resources, an abundance of arable land (44 million ha), 29.4 million ha potential for irrigation and adequate water sources for both gravity-fed and well-based resources (Binswanger-Mkhize and Gautam, 2010).
• Indeed it has a potential to become a major exporter of food crops, especially maize and rice, to the East Africa region and the Horn of Africa
• Widely consumed food commodities are maize, cassava, rice, banana, pulses
• Low consumed food commodities but important source of diet are meat&milk and fish
Tanzania Agri food system cont…
ECDPM Page 37
Cassava has high productivity compared to rice and maize
Production and consumption pattern
ECDPM Page 38
0
1
2
3
4
5
6
7
8
2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
Yie
lds
ton
/h
a
Cassava Maize Rice, paddy
Source: FAOSTAT, 2014
But cassava is not highly subsidized compared to rice and maize
Livestock production
ECDPM Page 39
Source: MAFC, 2013
0
200
400
600
800
1000
1200
1400
1600
1800
2000
2005 2006 2007 2008 2009 2010 2011 2012
Thou
san
ds
Eggs, hen, in shell (N) Meat cattle (ton) Meat sheep and goat (ton) Milk, whole fresh cow (liters) Milk, whole fresh goat (liters)
Whole milk production from cow is relatively higher than from goat
Number of eggs produced is still very low
Beef production is below 350,000 tons despite of having more than 18,000,000 herd of cattle
Food commodities consumption
ECDPM Page 40
Crops
Source: FAOSTAT, 2014
0
100
200
300
400
500
600
700
2003 2004 2005 2006 2007 2008 2009 2010 2011
kcal
/ca
pit
a/d
ay
Bananas Cassava Maize Pulses, Other Rice (Milled Equivalent) Wheat
Maize consumption is higher than other crops followed by cassava and rice
Food commodities consumption cont….
ECDPM Page 41
Livestock products
Source: FAOSTAT, 2014
Livestock consumption equivalent is high for whole fresh milk than other livestock products in the country
0 200 400 600 800
1000 1200 1400 1600 1800 2000
2004 2005 2006 2007 2008 2009 2010 2011
Dom
esti
c su
pp
ly (
ton
s)
Thou
san
ds
Bovine Meat Eggs Fish Meal
Food prices trends
ECDPM Page 42
Maize
0
100
200
300
400
500
600
700
800
900
1000
2004
-20
04-
2004
-20
05-
2005
-Av
erag
2006
-20
06-
2007
-20
07-
2007
-20
08-
2008
-20
09-
2009
-20
09-
2010
-20
10-
Aver
ag20
11-
2011
-20
12-
2012
-20
12-
2013
-
Pri
ce (
US
D/
MT)
Arusha
Dar-Es-Salaam
Iringa
Mbeya
Rukwa
Tabora
Int' Price
Despite subsidization of maize production, local maize prices are higher than international prices
Food prices….cont
ECDPM Page 43
Rice
0
500
1000
1500
2000
2500
20
04
-01
2
00
4-0
6
20
04
-11
2
00
5-0
3
20
05
-08
A
vera
ge
20
06
-05
2
00
6-1
0
20
07
-02
2
00
7-0
7
20
07
-12
2
00
8-0
4
20
08
-09
2
00
9-0
1
20
09
-06
2
00
9-1
1
20
10
-03
2
01
0-0
8
Ave
rag
e 2
01
1-0
5
20
11
-10
2
01
2-0
2
20
12
-07
2
01
2-1
2
20
13
-04
Pri
ce U
SD
?MT Arusha
Dar-Es-Salaam
Mbeya
Morogoro
Shinyanga
Tabora
Int' Price
Rice prices similarly are higher than international prices
q In adequate access to improved inputs • Tanzanian farmers use fertilizer on average 19.3 kg/ha, compared to 100 and 120 kg/ha in Kenya and South Africa respectively • Only 16.8% of households used improved seeds and many farmers retain seed from their prior year cereal or vegetable crop and are therefore less likely to buy new seed every year
Underlying challenges facing agro food sub sector
ECDPM Page 44
q Lack of irrigation infrastructure • only 490,392 ha are currently under irrigation while the total potential area for irrigation development is 29.4 million ha.
q low level of value addition and storage infrastructure • Tanzania exports unprocessed agricultural and livestock products • MAFC estimates such post harvest losses at 30% to 70% due to lack of storage and processing facilities for cereals, vegetables and fruits
q High inflation of food prices hampers access to adequate food
Underlying challenges facing agro food sub sector
ECDPM Page 45
• The state of Tanzania’s infrastructure for transport connecting major regions has improved but feeder roads to trunk roads and also to railways is relatively poor and forms a major impediment to connect surplus and deficit regions
• Transport costs for international trade with Tanzania are very high as well, despite its favourable geographic position alongside the Indian Ocean (URT, 2013a).
Underlying challenges facing agro food sub sector cont…
ECDPM Page 46
Trade in agricultural commodities
ECDPM Page 47
• Traditional Agriculture exports contribute 13 percent of total export earnings to Tanzania (BoT,2013)
• These include tobacco, tea, coffee, cotton, sugar, sisal,
and horticultural crops (eg vegetables)
• The main trading partners include India, China, Japan, EU member countries, United Arab Emirates, and USA EU member countries trading with Tanzania depending on specific agricultural commodities
• Maize and rice are widely traded within the region to
DRC, Kenya, and Horn of Africa
Trade in Agriculture
ECDPM Page 48
There has been a general increase in export earnings from cash crops since early 2000s
ECDPM Page 49
0
50
100
150
200
250
300
350
400
1992 1997 2002 2007 2012
US
D M
illio
n
Cash Crops Export Earnings
Coffee
Cotton
Tea
Tobacco
Cashewnuts
Source: NBS, 2013
• Tanzania’s tobacco sub-sector is a success story in the country’s agricultural domain and this success has been facilitated primarily through the introduction of contract farming (ESRF, 2013)
• It is the leading traditional export, bringing
about USD 350 million in 2012
• It employs about 70,000 farmers; mostly smallholder farmers
Tobacco
ECDPM Page 50
Tobacco attracts good market to the OECD Countries
ECDPM Page 51
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
80.0%
90.0%
OECD REGIONAL (SADC+EAC) ROW
Per
cen
tag
e
Leading Export Destination blocs for Tobacco
Source: UNCOMTRADE 2014
Belgium and Germany taking the lead
ECDPM Page 52
0%
5%
10%
15%
20%
25%
30%
35%
40%
45%
Belgium Germany Netherlands UK Zimbabwe
Leading Export destination States for Tobacco
Source: UNCOMTRADE 2014
• This is the fifth leading cash crop in Tanzania
• Employs not less than 50,000 families and Directly or indirectly affects as many as 2 million Tanzanians
• On average brings about USD 25 million; with recent leap to USD 50 million in 2012
Tea
ECDPM Page 53
Tea…Relatively traded regionally
ECDPM Page 54
0%
5%
10%
15%
20%
25%
30%
35%
40%
45%
50%
OECD REGIONAL (SADC+EAC) ROW
Per
cen
tag
e
Leading Tea Export Destination Partner Blocs
Source: UNCOMTRADE 2014
….Kenya and UK getting the most
ECDPM Page 55
0.0%
5.0%
10.0%
15.0%
20.0%
25.0%
30.0%
35.0%
40.0%
45.0%
Netherlands Kenya Pakistan South Africa UK
Leading Tea Export destination States
Source: UNCOMTRADE 2014
• Tanzania’s second most important export commodity, after Tobacco
• Accounts for 14% of its agricultural exports and 4% of its total exports during the period 2004-2011
• More than 90% of the coffee is produced by smallholder farmers and provides direct incomes to some 80 000 households and livelihoods to 2.5 million people
Coffee
ECDPM Page 56
Coffee…OECD’s favorite
ECDPM Page 57
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
80.0%
90.0%
100.0%
OECD REGIONAL (SADC+EAC) ROW
Coffee Export destination Blocs
Source: UNCOMTRADE 2014
More than 50 percent going to Germany and Japan
ECDPM Page 58
0%
5%
10%
15%
20%
25%
30%
Germany Japan Italy USA Netherlands
Leading Coffee Export destination States
Source: UNCOMTRADE 2014
• Constitute only a small share of agricultural production in Tanzania
• But, represents on average 10% of the country’s total agricultural exports.
• Only marginal shares of the production are consumed domestically
• Warehouse receipt system has been put in place in 2008; where all cashew nuts produced is to be auctioned via cooperatives at auctions managed by the Cashew Board of Tanzania
Cashewnut
ECDPM Page 59
Cashewnuts…thinly traded with OECD Countries
ECDPM Page 60
OECD 1%
REGIONAL (SADC+EAC)
0%
ROW 99%
Cashewnuts Export destination blocs
Source: UNCOMTRADE 2014
……India taking it all
ECDPM Page 61
India 96%
Singapore 2%
UAE 1%
Canada 1%
Leading Export destination states
Source: UNCOMTRADE 2014
• One of Tanzania’s largest export crops after coffee and tobacco
• Contributes to 24% of the total agricultural exports and 4% of total exports (MAFAP, 2013)
• An estimated average of 400 000 ha of Tanzanian arable land is dedicated to cotton production
• Cotton production takes place in the western zone (Shinyanga, Mwanza and to a lesser extent Mara and Tabora
• On average 70% of the total cotton lint production is exported (2005-2010)
Cotton
ECDPM Page 62
Cotton…Little going to the OECD
ECDPM Page 63
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
OECD Regional (SADC+EAC) ROW
Per
cen
tag
e Cotton Export destination blocs
…..Asia taking the most of it
ECDPM Page 64
0%
5%
10%
15%
20%
25%
30%
Indonesia China India Pakistan Thailand Vietnam
Leading Cotton Export destination States
Source: UNCOMTRADE 2014
• “The most serious NTBs relates to the border administrative procedures such as Border Operating Hours and delays at border posts.” (TCCIA)
• Other NTBs/NTMs are: 1. Existence of several weight bridge stations to
neighbouring countries 2. Several police road blocks particularly for food
movements and trading across markets 3. Corruption at various administrative sites,
weight bridges and police road blocks 4. SPS measures put on horticulture commodities
such as carbon footprint issues
However, there exist Trade Barriers:
ECDPM Page 65
The policy framework
ECDPM Page 66
This section of the module aims to: 1. Identify key policies in place guiding agricultural
development; 2. Map out the domestic agricultural policy context
in which foreign investors and donor countries operate.
3. Provide a better understanding of the effects of domestic policy on agricultural development and food security;
v Understanding of the domestic policy context will help to attribute changes in Tanzanian food security and agriculture caused by OECD policy externalities
The Policy framework
ECDPM Page 67
v Tanzania Development Vision 2025 v Goal:the transformation of the predominantly agriculture dominated with low productivity to a modernized and high productivity one
Ø The Agriculture Sector Development Strategy (ASDS) -2001 & Revised 2013 Ø Goal: Contribute to the national economic growth, household income, food and nutrition security
Ø The Agriculture Sector Development Programme (ASDP) -2006-2013 • Kilimo Kwanza (Agriculture first): Window for OECD linkages • SAGCOT- Pilot model for PPP, Commercial Agric • Big Results Now (BRN)- is a delivery and monitoring tool. For ASDP II focusing on sugar, Rice, and maize
Ø The (CAADP) – TAFSIP Irrigation, productivity & commercialization
The Policy Framework
ECDPM Page 68
ECDPM Page 69
TANZANIA MAINLAND ZANZIBAR
LONG TERM
Tanzania Development Vision (TDV) 2025 Vision 2020 MEDIUM TERM National Strategy for Growth and Reduction of Poverty (MKUKUTA I) 2005/06-2009/10
MKUKUTA I I 2010/11-2014/15
F i v e Y e a r Development Plan (FYDP)
Zanzibar Strategy of Growth and Reduction of Poverty
SECTOR LEVEL Agricultural Sector Development Strategy (ASDS) 2001; Revised 2013
PRIVATE INVESTMENT FRAMEWORK
Kilimo Kwanza (Agriculture First) 2009.
Ag r i cu l t u re Trans fo rma t i on Initiative
Southern Agricultural Growth Corridor of Tanzania (SAGCOT)
PUBLIC INVESTMENT FRAMEWORK: Agricultural Sector Development Programme (ASDP) 2006- 2012/13; Revised 2014
A g r i c u l t u r e S t r a t e g i c P l a n 2002-2011
• District Agriculture Sector Investment Project (DASIP) • Agricultural Marketing Systems Development Programme
(AMSDP) • Rural Financial Services Programme (RFSP) • Marine and Coastal Environment Management Project
(MACEMP)
COMPREHENSIVE AFRICA AGRICULTURE DEVELOPMENT PROGRAMME (CAADP) Tanzania Agriculture and Food Security Investment Plan (TAFSIP) 2011/12–2020/21
Wrap Up!
ECDPM Page 70
• (Direct and indirect) Competition in reg’l and int’l
commodity markets between OECD exports and
Tanzanian exports
• Competition with OECD and RoW commodities in
Tanzanian domestic markets
• Barriers to Tanzanian cash crop and processed food
exports (competition in OECD domestic markets)
• Foreign direct investments in agriculture and related
sectors in Tanzania
• Food assistance
Transmission of OECD policy effects to Tanzania
Page 71 ECDPM
• Other linkages: Input market linkages, non-
agricultural market linkages (access to basic
non-food goods and basic services important for
maintenance of livelihoods)
• Policy linkages? Examples: EPAs, WEF-sponsored
SAGCOT, quality/geographic labeling (organic
cotton), corporate tax policy in OECD countries,
etc.
Transmission of OECD policy factors in Tanzania
Page 72 ECDPM
• Where OECD-borne external factors have the
most economically significant impacts over
extended periods of time? Which OECD-borne
external factors can be omitted?
• Changing int’l context: increasing imports/
exports from/to emerging and developing
countries
Way Forward: Selecting OECD-Tanzania market linkages
Page 73 ECDPM
Product Prod (t)
Cons (kcal/cap/
d)
Imp Regio
n (t)
Imp OEC
D (t)
Imp RoW (t)
Exp Regio
n (t)
Exp OEC
D (t)
Exp RoW (t)
Cassava 5,462,453
149 0 0 3 2,786 0 0
Maize 5,104,248
511 1,803 4,050 1,744 65,855 18 286
Sweet potato
3,018,175
116 0 0 0 0 0 0
Banana 2,524,740
78 0 0 0 275 2 2
Rice 1,800,552
192 1 627 39,284
15,271 1 3,251
Irish potato 1,235,041
38 589 207 96 1010 0 0
Beans 1,199,267
111 1,434 190 285 8,352 823 305
Milk 1,738,683
38 3,945 884 3,494 320 3 9
Product Prod (t)
Cons (kcal/cap/
d)
Imp Regio
n (t)
Imp OEC
D (t)
Imp RoW (t)
Exp Regio
n (t)
Exp OECD
(t)
Exp RoW (t)
Sugar cane 2,900,000
0 0 523 22,570
0 2 0
Cotton seeds 225,938 9 1,227 0 23 1,301 1,102 121,740
Tobacco leaves
126,624 - 1,579 511 225 2,567 90,647
14,379
Cashew nuts 122,274 - - - - - - -
Coffee 33,219 1 16 2 11 98 50,175
3,365
Tea 32,812 0 36 8 33 10,797 8,462 8,525
• Food and nutrition security measurement issues;
measurement issues for other variables
• Geographical disaggregation (disaggregation of
impacts); timeframe
• Aggregation of effects of multiple OECD policies
• Mixed quantitative-qualitative analysis
• Need to take into account domestic policies, domestic
business environment (incl. regional markets) as well
as social and natural environment
Way Forward: Empirical challenges
ECDPM Page 76
Thank you www.ecdpm.org
www.slideshare.net/ecdpm
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