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Introduction to IMPACT
Models
• Models are logical constructs that represent
systems
• Models can:
– Simplify a complex system
– Provide insights to the inner workings of a system
• Models cannot explain everything
Model Vocabulary
• Agents: Actors within the system (consumers,
farmers, governments)
• Variables: Conditions defining the state of the
agents (income, farmland, technology)
– Exogenous Variables: Inputs to the model, defined by
the designer (population, income)
– Endogenous Variables: Outputs of the model (food
demand, commodity prices)
• Assumptions: Rules about interactions between
agents and variables (equilibrium, max climate
change yield reductions)
Economics
• Study of the allocation of scarce resources
• There are many allocation methods
• In Trade Theory the market is predominant
– A market is the process of negotiation between
buyers and sellers, which determines the prices
for goods and services
Economic Trade Models
• Many types of trade = Many trade models
• Defining Model Scope
– What is traded (general vs. partial equilibrium)
– Who are the agents (micro vs. macro)
– Market location (local, regional, global)
– Types of analysis (normative or positive)
• IMPACT’s scope:
– Partial equilibrium focused on Ag. Sector
– Macro Agents
– Global markets
– Both normative and positive analysis
Defining IMPACT: Agents
• 159 geopolitical regional governments
• Consumers are region level agents and are
defined as either urban or rural
• Farmers are FPU-level agents and are defined
by production technology (irrigated, rainfed,
etc.)
– FPUs (Food production units) are subnational
geospatial units
Defining IMPACT: Exogenous
Variables
• Socio-demographic change (Population, GDP)
• Consumer and producer preferences
(elasticities)
• Productivity and technology change (IPRs)
• Climate change and yield response
• Starting Point (base values) and time horizon
Defining IMPACT: Endogenous
Variables
• Agriculture Sector Projections for:
– Commodity Prices
– Commodity Production and Demand
– Crop Areas and Yields
– Food Availability
Defining IMPACT: Assumptions
• Equilibrium (supply=demand)
• Demand is a function of consumer preferences,
commodity prices, and budgetary constraints
• Supply is derived from area-yield functions and is
a function of existing land, crop prices, changes in
technology, and the availability and cost of inputs
• Suppliers are profit maximizers and consumers
are utility mazimizers
• The products and services
consumed at a given price
Explaining Demand
• The products and services
consumed at a given price
• Consumers face budgetary
constraints
Explaining Demand
Deriving the Demand Curve
QTea
QCoffee
QCoffee
PCoffee
• The products and services
consumed at a given price
• Consumers face budgetary
constraints
– Must make trade offs based on
preferences (elasticity)
Explaining Demand
Deriving the Demand Curve
QTea
QCoffee
QCoffee
PCoffee
Inelastic Demand Elastic Demand
Price
Quantity
Price
Quantity
Explaining Supply
• The products and services supplied at a given
price
Simplified Supply Curve
Price
Quantity
Explaining Supply
• The products and services supplied at a given
price
• Suppliers must determine how to best utilize
inputs for profit maximization.
Simplified Supply Curve
Price
Quantity
Maize
Wheat
Explaining Supply
• The products and services supplied at a given price
• Suppliers must determine how to best utilize inputs
for profit maximization.
– Production Possibility Frontier – Set of possible
outputs from available inputs and technology
Maize
Wheat
Maize
Wheat
Maize
Wheat
Better Wheat Fertilizers More Arable Land
Explaining the Market
• Markets are where consumers and producers
negotiate prices. Prices will fluctuate until
equilibrium is reached (supply=demand)
• Why assume equilibrium?
– What happens at price P2?Simplified Supply Curve
P
Q
S
D
P0
P2
P1
Q1 Q2Q0
- Consumers want Q1
- Producers produce Q2
- There is a surplus of Q2-
Q1
Explaining the Market
• Markets are where consumers and producers
negotiate prices. Prices will fluctuate until
equilibrium is reached (supply=demand)
• Why assume equilibrium?
– What happens at price P2?Simplified Supply Curve
P
Q
S
D
P0
P2
P1
Q1 Q2Q0
- Consumers want Q1
- Producers produce Q2
- There is a surplus of Q2-
Q1
- Producers will have to
lower prices to sell
excess production
Explaining the Market
• Markets are where consumers and producers
negotiate prices. Prices will fluctuate until
equilibrium is reached (supply=demand)
• Why assume equilibrium?
– What happens at price P2?Simplified Supply Curve
P
Q
S
D
P0
P2
P1
Q1 Q2Q0
- Consumers want Q1
- Producers produce Q2
- There is a surplus of Q2-
Q1
- Producers will have to
lower prices to sell
excess production
Explaining the Market
• Markets are where consumers and producers
negotiate prices. Prices will fluctuate until
equilibrium is reached (supply=demand)
• Why assume equilibrium?
– What happens at price P1?Simplified Supply Curve
P
Q
S
D
P0
P2
P1
Q1 Q2Q0
- Consumers want Q2
- Producers will produce
Q1
- There is now a shortage
Q2-Q1
Explaining the Market
• Markets are where consumers and producers
negotiate prices. Prices will fluctuate until
equilibrium is reached (supply=demand)
• Why assume equilibrium?
– What happens at price P1?Simplified Supply Curve
P
Q
S
D
P0
P2
P1
Q1 Q2Q0
- Consumers want Q2
- Producers will produce
Q1
- There is now a shortage
Q2-Q1
- Excess demand will
push prices up till
production meets
demand
Explaining the Market
• Markets are where consumers and producers
negotiate prices. Prices will fluctuate until
equilibrium is reached (supply=demand)
• Why assume equilibrium?
– What happens at price P1?Simplified Supply Curve
P
Q
S
D
P0
P2
P1
Q1 Q2Q0
- Consumers want Q2
- Producers will produce
Q1
- There is now a shortage
Q2-Q1
- Excess demand will
push prices up till
production meets
demand
Activity-Commodity Framework
• IMPACT 3 is a structural model
– Describes the production process in a reduce form
• Activities
– Represent production processes
• Farms, ranches,
processing plants
– Demand factors of
production
– Produce commodities
22
Activity-Commodity Framework
• Commodities are:
– Produced
– Traded
– Consumed
– Can be endogenous
or exogenous
• Maize has endogenous production and demand
• Oilseeds have endogenous production and both
endogenous and exogenous demand (biofuels)
• Fertilizers could be considered an exogenous
commodity
23
24
Crop Example
Activity
• Soybean
Farm
(jsoyb)
• Demands
land,
fertilizer,
labor
Activity Output
• Soybean
Commodity
(csoyb)
25
Processed Commodity Example
Activity
• Soybean
Processing
(jsbol)
• Demands
soybeans
(csoyb) at
market price
Processed
Commodities
• Soybean Oil
(csbol)
• Soybean
Meal
(csbml)
Complete Oilseed Activity-
Commodity Chain
Activity
• Soybean
Farm
(jsoyb)
• Demands
land,
fertilizer,
labor
Activity
Output
• Soybean
Commodity
(csoyb)
Activity
• Soybean
Processing
(jsbol)
• Demands
soybeans
(csoyb) at
market
price
Processed
Commodities
• Soybean Oil
(csbol)
• Soybean
Meal
(csbml)
IMPACT Prices
• Prices are Endogenous
– Ensure Global Supply = Global Demand
• Each country has three markets:
– Farm gate
– National
– International
• Price wedges (marketing margins, taxes,
subsidies) between markets
27
• Prices that are paid by traders for activity outputs
– Price at farm or factory gate
• Equal to the sum of input costs of an activity and any ad
valorem producer subsidy (PSE)
– PSEs originally are from OECD sources and have been
adjusted and mapped to IMPACT countries and activities
28
Producer Prices
Producer
Price
• Price at Farm/Factory Gate
• 𝑃𝑃 = 1 + 𝑃𝑆𝐸 × 𝐼𝑛𝑝𝑢𝑡𝑠 𝑃𝐶
• Prices consumers pay in national markets for commodities
– Includes transportation costs, as well as taxes and tariffs
• Consumer Subsidies are targeted and applied in the demand
equations
29
Consumer Prices
Producer
Price
• Price at Farm/Factory Gate
• 𝑃𝑃 = 1 + 𝑃𝑆𝐸 × 𝐼𝑛𝑝𝑢𝑡𝑠 𝑃𝐶
Consumer
Price
• Commodity prices consumers face
Marketing
Margin
30
Consumer Prices
Producer
Price
• Price at Farm/Factory Gate
• 𝑃𝑃 = 1 + 𝑃𝑆𝐸 × 𝐼𝑛𝑝𝑢𝑡𝑠 𝑃𝐶
Consumer
Price
• Commodity prices consumers
face
• 𝑃𝐶 = 𝑃𝑊 × (1 + 𝑡) × (1 +
𝑀𝑀)
World Price
Marketing
Margin
Marketing
Margin
Trade
Regime
• Consumer prices are set to
either the country’s export
price or its import price
– 𝑃𝐶 = 𝑃𝑊 × (1 + 𝑡) × (1 +
𝑀𝑀)
• This switch allows commodities
to change from globally traded
to non-traded endogenously
31
Consumer Prices
To trade or
not to
trade?
• Commodities can be
globally traded or
non-traded
• This option can be
set exogenously
– E.g. sugar beets
• Or endogenously
through the
following
inequality
32
Tradability in IMPACT
P
C
Export
Price
Import
Price
𝑃𝐸
= 𝑃𝑊
× (1
𝑃𝑀
= 𝑃𝑊
× (1
< <P
E
P
M

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Core Training Presentations- 8 Introduction to IMPACT Economics

  • 2. Models • Models are logical constructs that represent systems • Models can: – Simplify a complex system – Provide insights to the inner workings of a system • Models cannot explain everything
  • 3. Model Vocabulary • Agents: Actors within the system (consumers, farmers, governments) • Variables: Conditions defining the state of the agents (income, farmland, technology) – Exogenous Variables: Inputs to the model, defined by the designer (population, income) – Endogenous Variables: Outputs of the model (food demand, commodity prices) • Assumptions: Rules about interactions between agents and variables (equilibrium, max climate change yield reductions)
  • 4. Economics • Study of the allocation of scarce resources • There are many allocation methods • In Trade Theory the market is predominant – A market is the process of negotiation between buyers and sellers, which determines the prices for goods and services
  • 5. Economic Trade Models • Many types of trade = Many trade models • Defining Model Scope – What is traded (general vs. partial equilibrium) – Who are the agents (micro vs. macro) – Market location (local, regional, global) – Types of analysis (normative or positive) • IMPACT’s scope: – Partial equilibrium focused on Ag. Sector – Macro Agents – Global markets – Both normative and positive analysis
  • 6. Defining IMPACT: Agents • 159 geopolitical regional governments • Consumers are region level agents and are defined as either urban or rural • Farmers are FPU-level agents and are defined by production technology (irrigated, rainfed, etc.) – FPUs (Food production units) are subnational geospatial units
  • 7. Defining IMPACT: Exogenous Variables • Socio-demographic change (Population, GDP) • Consumer and producer preferences (elasticities) • Productivity and technology change (IPRs) • Climate change and yield response • Starting Point (base values) and time horizon
  • 8. Defining IMPACT: Endogenous Variables • Agriculture Sector Projections for: – Commodity Prices – Commodity Production and Demand – Crop Areas and Yields – Food Availability
  • 9. Defining IMPACT: Assumptions • Equilibrium (supply=demand) • Demand is a function of consumer preferences, commodity prices, and budgetary constraints • Supply is derived from area-yield functions and is a function of existing land, crop prices, changes in technology, and the availability and cost of inputs • Suppliers are profit maximizers and consumers are utility mazimizers
  • 10. • The products and services consumed at a given price Explaining Demand
  • 11. • The products and services consumed at a given price • Consumers face budgetary constraints Explaining Demand Deriving the Demand Curve QTea QCoffee QCoffee PCoffee
  • 12. • The products and services consumed at a given price • Consumers face budgetary constraints – Must make trade offs based on preferences (elasticity) Explaining Demand Deriving the Demand Curve QTea QCoffee QCoffee PCoffee Inelastic Demand Elastic Demand Price Quantity Price Quantity
  • 13. Explaining Supply • The products and services supplied at a given price Simplified Supply Curve Price Quantity
  • 14. Explaining Supply • The products and services supplied at a given price • Suppliers must determine how to best utilize inputs for profit maximization. Simplified Supply Curve Price Quantity Maize Wheat
  • 15. Explaining Supply • The products and services supplied at a given price • Suppliers must determine how to best utilize inputs for profit maximization. – Production Possibility Frontier – Set of possible outputs from available inputs and technology Maize Wheat Maize Wheat Maize Wheat Better Wheat Fertilizers More Arable Land
  • 16. Explaining the Market • Markets are where consumers and producers negotiate prices. Prices will fluctuate until equilibrium is reached (supply=demand) • Why assume equilibrium? – What happens at price P2?Simplified Supply Curve P Q S D P0 P2 P1 Q1 Q2Q0 - Consumers want Q1 - Producers produce Q2 - There is a surplus of Q2- Q1
  • 17. Explaining the Market • Markets are where consumers and producers negotiate prices. Prices will fluctuate until equilibrium is reached (supply=demand) • Why assume equilibrium? – What happens at price P2?Simplified Supply Curve P Q S D P0 P2 P1 Q1 Q2Q0 - Consumers want Q1 - Producers produce Q2 - There is a surplus of Q2- Q1 - Producers will have to lower prices to sell excess production
  • 18. Explaining the Market • Markets are where consumers and producers negotiate prices. Prices will fluctuate until equilibrium is reached (supply=demand) • Why assume equilibrium? – What happens at price P2?Simplified Supply Curve P Q S D P0 P2 P1 Q1 Q2Q0 - Consumers want Q1 - Producers produce Q2 - There is a surplus of Q2- Q1 - Producers will have to lower prices to sell excess production
  • 19. Explaining the Market • Markets are where consumers and producers negotiate prices. Prices will fluctuate until equilibrium is reached (supply=demand) • Why assume equilibrium? – What happens at price P1?Simplified Supply Curve P Q S D P0 P2 P1 Q1 Q2Q0 - Consumers want Q2 - Producers will produce Q1 - There is now a shortage Q2-Q1
  • 20. Explaining the Market • Markets are where consumers and producers negotiate prices. Prices will fluctuate until equilibrium is reached (supply=demand) • Why assume equilibrium? – What happens at price P1?Simplified Supply Curve P Q S D P0 P2 P1 Q1 Q2Q0 - Consumers want Q2 - Producers will produce Q1 - There is now a shortage Q2-Q1 - Excess demand will push prices up till production meets demand
  • 21. Explaining the Market • Markets are where consumers and producers negotiate prices. Prices will fluctuate until equilibrium is reached (supply=demand) • Why assume equilibrium? – What happens at price P1?Simplified Supply Curve P Q S D P0 P2 P1 Q1 Q2Q0 - Consumers want Q2 - Producers will produce Q1 - There is now a shortage Q2-Q1 - Excess demand will push prices up till production meets demand
  • 22. Activity-Commodity Framework • IMPACT 3 is a structural model – Describes the production process in a reduce form • Activities – Represent production processes • Farms, ranches, processing plants – Demand factors of production – Produce commodities 22
  • 23. Activity-Commodity Framework • Commodities are: – Produced – Traded – Consumed – Can be endogenous or exogenous • Maize has endogenous production and demand • Oilseeds have endogenous production and both endogenous and exogenous demand (biofuels) • Fertilizers could be considered an exogenous commodity 23
  • 24. 24 Crop Example Activity • Soybean Farm (jsoyb) • Demands land, fertilizer, labor Activity Output • Soybean Commodity (csoyb)
  • 25. 25 Processed Commodity Example Activity • Soybean Processing (jsbol) • Demands soybeans (csoyb) at market price Processed Commodities • Soybean Oil (csbol) • Soybean Meal (csbml)
  • 26. Complete Oilseed Activity- Commodity Chain Activity • Soybean Farm (jsoyb) • Demands land, fertilizer, labor Activity Output • Soybean Commodity (csoyb) Activity • Soybean Processing (jsbol) • Demands soybeans (csoyb) at market price Processed Commodities • Soybean Oil (csbol) • Soybean Meal (csbml)
  • 27. IMPACT Prices • Prices are Endogenous – Ensure Global Supply = Global Demand • Each country has three markets: – Farm gate – National – International • Price wedges (marketing margins, taxes, subsidies) between markets 27
  • 28. • Prices that are paid by traders for activity outputs – Price at farm or factory gate • Equal to the sum of input costs of an activity and any ad valorem producer subsidy (PSE) – PSEs originally are from OECD sources and have been adjusted and mapped to IMPACT countries and activities 28 Producer Prices Producer Price • Price at Farm/Factory Gate • 𝑃𝑃 = 1 + 𝑃𝑆𝐸 × 𝐼𝑛𝑝𝑢𝑡𝑠 𝑃𝐶
  • 29. • Prices consumers pay in national markets for commodities – Includes transportation costs, as well as taxes and tariffs • Consumer Subsidies are targeted and applied in the demand equations 29 Consumer Prices Producer Price • Price at Farm/Factory Gate • 𝑃𝑃 = 1 + 𝑃𝑆𝐸 × 𝐼𝑛𝑝𝑢𝑡𝑠 𝑃𝐶 Consumer Price • Commodity prices consumers face Marketing Margin
  • 30. 30 Consumer Prices Producer Price • Price at Farm/Factory Gate • 𝑃𝑃 = 1 + 𝑃𝑆𝐸 × 𝐼𝑛𝑝𝑢𝑡𝑠 𝑃𝐶 Consumer Price • Commodity prices consumers face • 𝑃𝐶 = 𝑃𝑊 × (1 + 𝑡) × (1 + 𝑀𝑀) World Price Marketing Margin Marketing Margin Trade Regime
  • 31. • Consumer prices are set to either the country’s export price or its import price – 𝑃𝐶 = 𝑃𝑊 × (1 + 𝑡) × (1 + 𝑀𝑀) • This switch allows commodities to change from globally traded to non-traded endogenously 31 Consumer Prices To trade or not to trade?
  • 32. • Commodities can be globally traded or non-traded • This option can be set exogenously – E.g. sugar beets • Or endogenously through the following inequality 32 Tradability in IMPACT P C Export Price Import Price 𝑃𝐸 = 𝑃𝑊 × (1 𝑃𝑀 = 𝑃𝑊 × (1 < <P E P M