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IMPACT models are logical constructs used to represent and analyze complex agricultural systems. They simplify intricacies, provide insights into internal operations, and define variables such as agents (consumers, farmers, governments), exogenous and endogenous variables, and assumptions about interactions. Focusing on partial equilibrium, these models encompass global markets and consider socio-demographic changes, productivity advancements, and climate variations. Through the lens of trade theory and market dynamics, they explore demand and supply, commodity prices, and the overall allocation of scarce resources.
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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
Explaining Demand • 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 • The products and services consumed at a given price • Consumers face budgetary constraints • Must make trade offs based on preferences (elasticity)
Explaining Supply • The products and services supplied at a given price
Explaining Supply • The products and services supplied at a given price • Suppliers must determine how to best utilize inputs for profit maximization. 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 Maize Maize Wheat Wheat Wheat More Arable Land Better Wheat Fertilizers
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? • 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? • 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? • 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? • 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? • 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? • 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
Activity-Commodity Framework • Commodities are: • Produced • Traded • Consumed • Can be endogenousor 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
Crop Example • Activity • Soybean Farm(jsoyb) • Demands land, fertilizer, labor • Activity Output • Soybean Commodity(csoyb)
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 Processing (jsbol) • Demands soybeans (csoyb) at market price • Processed Commodities • Soybean Oil (csbol) • Soybean Meal (csbml) • Activity • Soybean Farm(jsoyb) • Demands land, fertilizer, labor • Activity Output • Soybean Commodity(csoyb)
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
Producer Prices • Producer Price • Price at Farm/Factory Gate • 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
Consumer Prices • Producer Price • Price at Farm/Factory Gate • 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 • Consumer Price • Commodity prices consumers face • Marketing Margin
Consumer Prices • Producer Price • Price at Farm/Factory Gate • Consumer Price • Commodity prices consumers face • Marketing Margin • Marketing Margin • World Price • Trade Regime
Consumer Prices To trade or not to trade? • Consumer prices are set to either the country’s export price or its import price • This switch allows commodities to change from globally traded to non-traded endogenously
Tradability in IMPACT • Commodities can be globally traded or non-traded • This option can be set exogenously • E.g. sugar beets • Or endogenously through the followinginequality • Export Price • Import Price < < PC • PE • PM