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

6. Models and Theories.pptx

  • 1.
    Models and Theories Tuesday,October 24, 2023 1
  • 2.
    Session objectives At theend 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 • Whatis 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 modelof 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 nonlinearmodel of heights . Naïve/linear age in years height . Fancy/non linear Tuesday, October 24, 2023 7
  • 8.
    Equations of nonlinear 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  Threeways 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  TheProduction 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 Whichpoints 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’sthe 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 inspaghetti 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 canshow 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 Morepizza means less spaghetti 0 100 200 300 400 0 10 20 30 40 50 60 Tuesday, October 24, 2023 20
  • 19.
    Opportunity cost increasesas 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 ofmore 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
  • 22.