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Models and Theories
Tuesday, October 24, 2023 1
Session objectives
At the end of the session students must able to:
 Understand what a model and a theory is,
 Explain contents of a model,
 Discuss ways of model presentation,
Tuesday, October 24, 2023 2
Brain storming
• What is a model?
• Define theory?
Tuesday, October 24, 2023 3
Models and Theories
 Model :–
 a hypothesis about the relationships among variables.
 abstracts from reality.
 everyone uses models.
 Errors of models:
 the wrong explanatory variables may be included.
 the functional form may be incorrect.
 Theory :-
 a belief or a system of ideas intended to plain some thing
 set of principles on which an activity is based.
 an idea justifying some thing
Tuesday, October 24, 2023 4
Contents of models
 Variables: Dependent versus independent variables
 Hypothesized relationships among the variables.
 Tables, graphs, or equations.
Tuesday, October 24, 2023 5
Example: a model of heights can be explained as:
age in years
height H = a + b(A)
a
H
A
b = H/ A
Tuesday, October 24, 2023 6
Linear and nonlinear model of heights
. Naïve/linear
age in years
height
. Fancy/non linear
Tuesday, October 24, 2023 7
Equations of non linear model
 Height = f(age, gender, parents’ heights, nutrition, ...)
Gender effects in the non linear model
• Height = f(age, gender, parents’ heights, nutrition, ...)
height
age
men
women
Tuesday, October 24, 2023 8
Model Summary
 Three ways to describe models
 Graphs
 Tables of values
 Mathematical functions (equations)
 Important concepts
 Dependent and independent variables
 Linear function, intercept and slope
Tuesday, October 24, 2023 9
An Economic Model: The Production Possibility Curve/Frontier/
PPC/F
 Purposes of model
 Show scarcity constraint
 Illustrate economic efficiency
 Introduce opportunity cost concept
 Variables
 Quantities of goods that may be produced
 Givens
 Total amounts of inputs available
 Technology of production
Tuesday, October 24, 2023 10
PPC/F Defined
 The Production Possibility Curve (or frontier) shows:
 the maximum amount of a good you can produce given :
1. the amounts of other goods produced,
2. the total amounts of inputs available, and
3. the technology of production.
Tuesday, October 24, 2023 11
Example of PPC/F
 Assumptions:
 There are only two goods, pizza and spaghetti.
 There are limited inputs and given technology of
production.
 Definition:
 The PPC/F shows the maximum amount of pizza you can
produce, given the amount of spaghetti to be produced.
Tuesday, October 24, 2023 12
Production Possibility Curve/Frontier
Spaghetti
Pizza
Which points are attainable
and which points are unattainable?
0
100
200
300
400
0 10 20 30 40 50 60
Tuesday, October 24, 2023 13
Production Possibility Curve/Frontier…
Spaghetti
Pizza
What’s the effect of an improvement
in the technology for producing spaghetti?
0
100
200
300
400
0 10 20 30 40 50 60
Tuesday, October 24, 2023 15
An improvement in spaghetti technology…
 Points “inside” the PPC/F are inefficient.
 For any point “inside”, there corresponds some point that
represents more production of both goods.
Tuesday, October 24, 2023 17
Opportunity Cost Defined
 The opportunity cost of doing something is what you must
give up in order to do it.
 Cost of a pizza is what you must give up to consume it,
 Cost of a college education includes both money and other
foregone alternatives.
Tuesday, October 24, 2023 18
The PPC/F can show opportunity cost
 Suppose you are at some point on a PPC/F.
 Then suppose you want to consume one more pizza.
 The opportunity cost of one more pizza is the amount of
spaghetti you must give up in order to get it.
Tuesday, October 24, 2023 19
The PPC/F ….…
Spaghetti
Pizza
More pizza means less spaghetti
0
100
200
300
400
0 10 20 30 40 50 60
Tuesday, October 24, 2023 20
Opportunity cost increases as more of a good is produced
 Not only does more pizza mean less spaghetti, but also each
additional pizza costs more than the one before it.
 This idea shows up as the PPC/F being concave to the origin
i.e. the curve bows out.
Tuesday, October 24, 2023 21
Opportunity cost of more pizza is
constant.
Production Possibility Curve/Frontier…
0
100
200
300
400
0 10 20 30 40 50 60
Spaghetti
Pizza
Tuesday, October 24, 2023 22
Production Possibility Curve…
 We will use Production Possibilities Curves that are straight
lines (i.e. having constant opportunity cost) to illustrate some
important economic principles.
Tuesday, October 24, 2023 23
Tuesday, October 24, 2023 24

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6. Models and Theories.pptx

  • 1. Models and Theories Tuesday, October 24, 2023 1
  • 2. Session objectives At the end of the session students must able to:  Understand what a model and a theory is,  Explain contents of a model,  Discuss ways of model presentation, Tuesday, October 24, 2023 2
  • 3. Brain storming • What is a model? • Define theory? Tuesday, October 24, 2023 3
  • 4. Models and Theories  Model :–  a hypothesis about the relationships among variables.  abstracts from reality.  everyone uses models.  Errors of models:  the wrong explanatory variables may be included.  the functional form may be incorrect.  Theory :-  a belief or a system of ideas intended to plain some thing  set of principles on which an activity is based.  an idea justifying some thing Tuesday, October 24, 2023 4
  • 5. Contents of models  Variables: Dependent versus independent variables  Hypothesized relationships among the variables.  Tables, graphs, or equations. Tuesday, October 24, 2023 5
  • 6. Example: a model of heights can be explained as: age in years height H = a + b(A) a H A b = H/ A Tuesday, October 24, 2023 6
  • 7. Linear and nonlinear model of heights . Naïve/linear age in years height . Fancy/non linear Tuesday, October 24, 2023 7
  • 8. Equations of non linear model  Height = f(age, gender, parents’ heights, nutrition, ...) Gender effects in the non linear model • Height = f(age, gender, parents’ heights, nutrition, ...) height age men women Tuesday, October 24, 2023 8
  • 9. Model Summary  Three ways to describe models  Graphs  Tables of values  Mathematical functions (equations)  Important concepts  Dependent and independent variables  Linear function, intercept and slope Tuesday, October 24, 2023 9
  • 10. An Economic Model: The Production Possibility Curve/Frontier/ PPC/F  Purposes of model  Show scarcity constraint  Illustrate economic efficiency  Introduce opportunity cost concept  Variables  Quantities of goods that may be produced  Givens  Total amounts of inputs available  Technology of production Tuesday, October 24, 2023 10
  • 11. PPC/F Defined  The Production Possibility Curve (or frontier) shows:  the maximum amount of a good you can produce given : 1. the amounts of other goods produced, 2. the total amounts of inputs available, and 3. the technology of production. Tuesday, October 24, 2023 11
  • 12. Example of PPC/F  Assumptions:  There are only two goods, pizza and spaghetti.  There are limited inputs and given technology of production.  Definition:  The PPC/F shows the maximum amount of pizza you can produce, given the amount of spaghetti to be produced. Tuesday, October 24, 2023 12
  • 13. Production Possibility Curve/Frontier Spaghetti Pizza Which points are attainable and which points are unattainable? 0 100 200 300 400 0 10 20 30 40 50 60 Tuesday, October 24, 2023 13
  • 14. Production Possibility Curve/Frontier… Spaghetti Pizza What’s the effect of an improvement in the technology for producing spaghetti? 0 100 200 300 400 0 10 20 30 40 50 60 Tuesday, October 24, 2023 15
  • 15. An improvement in spaghetti technology…  Points “inside” the PPC/F are inefficient.  For any point “inside”, there corresponds some point that represents more production of both goods. Tuesday, October 24, 2023 17
  • 16. Opportunity Cost Defined  The opportunity cost of doing something is what you must give up in order to do it.  Cost of a pizza is what you must give up to consume it,  Cost of a college education includes both money and other foregone alternatives. Tuesday, October 24, 2023 18
  • 17. The PPC/F can show opportunity cost  Suppose you are at some point on a PPC/F.  Then suppose you want to consume one more pizza.  The opportunity cost of one more pizza is the amount of spaghetti you must give up in order to get it. Tuesday, October 24, 2023 19
  • 18. The PPC/F ….… Spaghetti Pizza More pizza means less spaghetti 0 100 200 300 400 0 10 20 30 40 50 60 Tuesday, October 24, 2023 20
  • 19. Opportunity cost increases as more of a good is produced  Not only does more pizza mean less spaghetti, but also each additional pizza costs more than the one before it.  This idea shows up as the PPC/F being concave to the origin i.e. the curve bows out. Tuesday, October 24, 2023 21
  • 20. Opportunity cost of more pizza is constant. Production Possibility Curve/Frontier… 0 100 200 300 400 0 10 20 30 40 50 60 Spaghetti Pizza Tuesday, October 24, 2023 22
  • 21. Production Possibility Curve…  We will use Production Possibilities Curves that are straight lines (i.e. having constant opportunity cost) to illustrate some important economic principles. Tuesday, October 24, 2023 23