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Economy-wide analysis and
measuring investments
The Online Agricultural Investment Data Analyzer (AIDA)
Economywide analysis
AIDA is an online tool for analyzing the economywide impacts of investments
in the agri-food system. The tool uses
• an economywide (CGE) model that captures
 all components of the agri-food system and
 linkages between sectors or activities, factors, households,
government & rest of world, and
• to assess the impact of agricultural investments on
 economic growth,
 job creation and
 household welfare
The model captures both
 an investment’s direct impacts, as well as
 all its indirect impacts or spillover effects on the rest of the economy.
CGE model captures …
Trading
Farming
Processing Non-AFS
Activities (producers)
Factor
markets
Product
markets
Government
Trade
Rest of world
Regional migration
& remittances
Aid
Investments & subsidies
Social transfers
Taxes
Rural
nonpoor
Rural
poor
Urban
poor
Urban
nonpoor
Households (consumers)
… linkages between activities, factors,
households, government & rest of world
Input suppliers
Imports
Farmers
Processors
Traders
Traders
Consumers
Exports
Food Services
… all components of the agri-
food system
Maize | Sorghum + millet | Rice | Wheat + barley | Other cereals | Pulses | Groundnuts | Other oilseeds | Cassava | Irish
potatoes | Sweet potatoes | Other roots | Leafy vegetables | Other vegetables | Sugarcane | Tobacco | Cotton + fibers | Nuts
| Bananas + plantains | Other fruits | Tea | Coffee | Cocoa | Cut flowers | Rubber | Other crops | Cattle | Raw milk | Poultry |
Eggs | Sheep + goats | Other livestock | Forestry | Aquaculture | Capture fisheries
Economic Structure of Nexus SAM| Accounts
Agricultural Sectors & Products
Coal | Crude oil | Natural gas | Other mining | Meat | Fish + seafood | Dairy | Fruits + vegetables | Fats + oils | Maize milling |
Sorghum + millet milling | Rice milling | Wheat + barley milling | Other grain milling | Sugar refining | Coffee processing | Tea
processing | Other foods | Animal feed | Beverages | Tobacco | Cotton yarn | Textiles | Clothing | Leather + footwear | Wood
| Paper | Petroleum | Chemicals | Non-metal minerals | Metals + metal products | Machinery | Equipment | Vehicles | Other
manufacturing | Electricity + gas | Water supply + sewage | Construction
Industrial Sectors & Products
Wholesale + retail trade | Transportation + storage | Accommodation | Food services | Information + communication |
Finance + insurance | Real estate activities | Business services | Public administration | Education | Health + social work |
Other services
Service Sectors & Products
35
39
12
Factors of Production
Crop land | Crop, livestock, mining and nonagricultural capital | Rural and urban labor by education category
13
Household groups
Rural farm and nonfarm households and urban households by national per capita expenditure quintiles
15
Measuring investment impacts
Easy to use tool for experimenting with different investment
options.
User designs a package of investments that differ by
• types (e.g. irrigation or extension; total of 8 for Yemen),
• level of spending
User also
• decides how investments change farm productivity amongst
those who directly benefit from the intervention (e.g. effect of
irrigation on crop yields), and
• provides information on the unit cost of the investment (e.g.
dollars per farmer for extension services).
Investment Analysis
New investment outcome =
Current investment spending
Unit cost
Current stock = Previous stock + New investment outcome − Depreciation
Total productivity gain = Coverage rate × Impact per unit of outcome
Coverage rate =
Current stock
Max. potential stock
X
Model
u
E
User
d
Y
Model
User
a
Model
c
Model
P
User
b
User
Z
Financial accounting tool that converts investment
spending into productivity gains
Measuring investment impacts
AIDA takes this information and, using results from a CGE model,
reports the economywide impacts of the investment package on
• gross domestic product (GDP),
• employment, and
• household welfare (consumption).
Online AIDA is available in
• English: https://aida-yemen.ifpri.org/#/en/national
• Arabic: https://aida-yemen.ifpri.org/#/ar/national
Live demonstration Live exercises
Spend 10 M USD at default unit costs and default productivity changes on:
Extension services Agro-industries Irrigation
What is the impact on:
GDP Employment Household welfare
Modeling without a model
with Online AIDA
Designing national scenarios
On national scenarios page, click “Add Another Investment” and select a type
of investment from the dropdown menu. This displays three pieces of
information provided by the user:
(1) total investment expenditure measured in local currency;
(2) the cost of one unit of investment; and
(3) the productivity gain from providing one unit of investment.
For example, unit cost might be the cost of providing extension services to
one farmer, while the productivity gain could be the difference in crop yields
between farmers who and do not receive extension advice. AIDA provides
default values informed by past investment programs. A summary of direct
outcomes and impacts is shown to the right of each investment. More
investments can be added until the package is complete, then the user should
select “View Model Results”.
Investment options
Yemen's AIDA model includes the following investment options:
Irrigation: Installation of pump and modern drip irrigation system in areas that would
otherwise have only rainfed agriculture (units are 1000 ha).
Extension crops: Package of training, initial inputs (i.e. fertilizer), and marketing support for
farmers growing horticultural crops (units are 1000 farms).
Extension livestock: Package of training, initial inputs (i.e. fodder cutter), and advisory
services for farmers raising livestock for meat and milk (units are 1000 farms).
Terrace rehabilitation: Removal of invasive species, repair of terrace walls and overflow
redirection to increase arable land and avoid soil erosion (units are in 1000 ha).
Fishery: Training and provision of fishing assets such as boats, nets and fishing gear and
essential fishing infrastructures for small fishermen (units are 1000 fishermen).
Rural roads: Construct and maintain rural roads to promote the marketing of agricultural
products (units are 1000 km).
Rainwater harvesting: Construction of cisterns and water collection systems to store water
at the community level to use for irrigation and watering livestock during the dry season
(units are 1000 m3).
Coffee: Value chain intervention to improve coffee production, marketing, and export (units
are 1000 farms).
Viewing results
Reported impacts of the investments include
• changes in GDP and employment by sector and
• changes in household welfare by household group.
GDP and employment include both percentage and absolute
changes (i.e. local currency or number of workers).
Results can be shared by clicking "Share results" and sending the
web-link or URL to others and/or be printed by clicking “Print”.

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Online AIDA Yemen

  • 1. Economy-wide analysis and measuring investments The Online Agricultural Investment Data Analyzer (AIDA)
  • 2. Economywide analysis AIDA is an online tool for analyzing the economywide impacts of investments in the agri-food system. The tool uses • an economywide (CGE) model that captures  all components of the agri-food system and  linkages between sectors or activities, factors, households, government & rest of world, and • to assess the impact of agricultural investments on  economic growth,  job creation and  household welfare The model captures both  an investment’s direct impacts, as well as  all its indirect impacts or spillover effects on the rest of the economy.
  • 3. CGE model captures … Trading Farming Processing Non-AFS Activities (producers) Factor markets Product markets Government Trade Rest of world Regional migration & remittances Aid Investments & subsidies Social transfers Taxes Rural nonpoor Rural poor Urban poor Urban nonpoor Households (consumers) … linkages between activities, factors, households, government & rest of world Input suppliers Imports Farmers Processors Traders Traders Consumers Exports Food Services … all components of the agri- food system
  • 4. Maize | Sorghum + millet | Rice | Wheat + barley | Other cereals | Pulses | Groundnuts | Other oilseeds | Cassava | Irish potatoes | Sweet potatoes | Other roots | Leafy vegetables | Other vegetables | Sugarcane | Tobacco | Cotton + fibers | Nuts | Bananas + plantains | Other fruits | Tea | Coffee | Cocoa | Cut flowers | Rubber | Other crops | Cattle | Raw milk | Poultry | Eggs | Sheep + goats | Other livestock | Forestry | Aquaculture | Capture fisheries Economic Structure of Nexus SAM| Accounts Agricultural Sectors & Products Coal | Crude oil | Natural gas | Other mining | Meat | Fish + seafood | Dairy | Fruits + vegetables | Fats + oils | Maize milling | Sorghum + millet milling | Rice milling | Wheat + barley milling | Other grain milling | Sugar refining | Coffee processing | Tea processing | Other foods | Animal feed | Beverages | Tobacco | Cotton yarn | Textiles | Clothing | Leather + footwear | Wood | Paper | Petroleum | Chemicals | Non-metal minerals | Metals + metal products | Machinery | Equipment | Vehicles | Other manufacturing | Electricity + gas | Water supply + sewage | Construction Industrial Sectors & Products Wholesale + retail trade | Transportation + storage | Accommodation | Food services | Information + communication | Finance + insurance | Real estate activities | Business services | Public administration | Education | Health + social work | Other services Service Sectors & Products 35 39 12 Factors of Production Crop land | Crop, livestock, mining and nonagricultural capital | Rural and urban labor by education category 13 Household groups Rural farm and nonfarm households and urban households by national per capita expenditure quintiles 15
  • 5. Measuring investment impacts Easy to use tool for experimenting with different investment options. User designs a package of investments that differ by • types (e.g. irrigation or extension; total of 8 for Yemen), • level of spending User also • decides how investments change farm productivity amongst those who directly benefit from the intervention (e.g. effect of irrigation on crop yields), and • provides information on the unit cost of the investment (e.g. dollars per farmer for extension services).
  • 6. Investment Analysis New investment outcome = Current investment spending Unit cost Current stock = Previous stock + New investment outcome − Depreciation Total productivity gain = Coverage rate × Impact per unit of outcome Coverage rate = Current stock Max. potential stock X Model u E User d Y Model User a Model c Model P User b User Z Financial accounting tool that converts investment spending into productivity gains
  • 7. Measuring investment impacts AIDA takes this information and, using results from a CGE model, reports the economywide impacts of the investment package on • gross domestic product (GDP), • employment, and • household welfare (consumption). Online AIDA is available in • English: https://aida-yemen.ifpri.org/#/en/national • Arabic: https://aida-yemen.ifpri.org/#/ar/national
  • 8. Live demonstration Live exercises Spend 10 M USD at default unit costs and default productivity changes on: Extension services Agro-industries Irrigation What is the impact on: GDP Employment Household welfare Modeling without a model with Online AIDA
  • 9. Designing national scenarios On national scenarios page, click “Add Another Investment” and select a type of investment from the dropdown menu. This displays three pieces of information provided by the user: (1) total investment expenditure measured in local currency; (2) the cost of one unit of investment; and (3) the productivity gain from providing one unit of investment. For example, unit cost might be the cost of providing extension services to one farmer, while the productivity gain could be the difference in crop yields between farmers who and do not receive extension advice. AIDA provides default values informed by past investment programs. A summary of direct outcomes and impacts is shown to the right of each investment. More investments can be added until the package is complete, then the user should select “View Model Results”.
  • 10. Investment options Yemen's AIDA model includes the following investment options: Irrigation: Installation of pump and modern drip irrigation system in areas that would otherwise have only rainfed agriculture (units are 1000 ha). Extension crops: Package of training, initial inputs (i.e. fertilizer), and marketing support for farmers growing horticultural crops (units are 1000 farms). Extension livestock: Package of training, initial inputs (i.e. fodder cutter), and advisory services for farmers raising livestock for meat and milk (units are 1000 farms). Terrace rehabilitation: Removal of invasive species, repair of terrace walls and overflow redirection to increase arable land and avoid soil erosion (units are in 1000 ha). Fishery: Training and provision of fishing assets such as boats, nets and fishing gear and essential fishing infrastructures for small fishermen (units are 1000 fishermen). Rural roads: Construct and maintain rural roads to promote the marketing of agricultural products (units are 1000 km). Rainwater harvesting: Construction of cisterns and water collection systems to store water at the community level to use for irrigation and watering livestock during the dry season (units are 1000 m3). Coffee: Value chain intervention to improve coffee production, marketing, and export (units are 1000 farms).
  • 11. Viewing results Reported impacts of the investments include • changes in GDP and employment by sector and • changes in household welfare by household group. GDP and employment include both percentage and absolute changes (i.e. local currency or number of workers). Results can be shared by clicking "Share results" and sending the web-link or URL to others and/or be printed by clicking “Print”.