Philosophical Foundations

         Lecture 4




                            1
Organization of this lecture
Philosophical Foundations:
• Positivism
• Normativism
• Pragmatism
• Blending the Philosophies
• Empiricism in Research
• The Scientific Approach
                                2
Different philosophies of research are introduced
to illustrate how they contribute to economic
research.
“One’s philosophical beliefs affect one’s choice of
‘legitimate questions’ … as well as one’s choice of
research methods” (George Ladd)

•Each philosophical position has advantages, yet
each has problems. In practice, researchers tend
to use a combination, stressing different positions
for different problems.
•These philosophies stress confirmation rather
than discovery.                                       3
Positivism
• Contends that only “factual” knowledge from
  observation (the senses) is trustworthy. Stresses
  measurement.
• Logical positivism expands this to include reasoning
  and theory as valid means to achieve reliable
  knowledge.
• While never a dominant philosophy in economics,
  it became influential in the mid-20th century, with
  proponents such as Wassily Leontief, Milton
  Friedman, and Harry Johnson. John Maynard
  Keynes’s father (John Neville Keynes) was an early
  proponent in the 1890s                            4
• Logical positivists do not believe in the scientific
  validity of prescriptive or descriptive knowledge
  about values.
• Only things which can be directly observed or
  measured are considered by positivists as valid
  for scientific attention.
• Positivistic knowledge is also culturally
  dependent since culture can affect
  interpretation of observations

                                                    5
Logical positivism holds that theoretical concepts
are only valid if theory can be quantified. (too
extreme a position for most economists).
•Both facts and theories are seen as sources of
hypotheses – economists embrace this
component of positivism.
•But a problem with positivism is that many
things that are not visible or “concrete” are still
real.
eg. demand relationships can’t be “seen” but are very
real – their characteristics can be estimated.
                                                        6
Logical positivism is not accepted by many
economists, but has had a profound effect on
economic thinking and research.
•It has served to place more emphasis on
measurement and quantification in economics.
    eg. new methods in statistics and
econometrics

•Also more attention has been focused on values
as being positivistic knowledge, when they are
quantifiable or demonstrable.
   eg. What things people value, or how much   7
Positivism has also highlighted the importance of
objectivity.
•In emphasizing the importance of providing
evidence, personal judgments and perceptions
are not accepted as “scientific” information.

•In summary, positivism has had important and
lasting effects on science and economic research.
But it is too limiting a philosophy to be the
dominant philosophy of science.

                                                8
Normativism
• A collection of philosophies – emphasizes that
  knowledge of the goodness or badness of
  conditions, situations, and actions is necessary
  to produce prescriptive knowledge (what
  “ought “ to be done).
• Normativistic knowledge in economic research
  emphasizes people’s values – efficiency,
  welfare, income, standard of living, quality of
  life.
• Intrinsic values (good and bad) are considered
  knowable.
                                                     9
• However, normativism in economics is not
  concerned with moral questions of right and
  wrong (but rather good or bad, which is
  different).
• Economic choices (the “right choice”) may
  entail selecting between several “bad” or
  unfavorable alternatives.
• Personal or private values should not be
  considered, but rather public knowledge of
  values. Emphasis is on objectivity
                                                10
Objective Normativism refers to the position that
the desirability of a result or outcome can be
known, based on experience or logic.
•Objective normativism accepts that value
knowledge is sometimes essential for statements
about what should be done to accomplish specific
goals or objectives.
eg. “The people of the world are better off with
free trade than with restricted trade”.
•Any discipline that deals with public policy must
use normative value judgements                     11
Pragmatism
• Mainly focused on prescriptive knowledge
  (what ought to be) and emphasize problem
  solving.
• Believes that positivistic value-free knowledge
  and normativistic value knowledge to be
  interdependent.
• “Workability” (appropriateness for the problem
  at hand) is the central pragmatic criterion for
  judgment.
                                               12
• Pragmatism became a prominent philosophical
  force in economics research in the 1920s.
• Institutional economics (ie of society’s
  institutions) pragmatically focuses on problem
  solving.
• Test of Workability is the primary test for
  reliability of prescriptive knowledge. ie. Is the
  problem solved?
   Clarity – if solution is not ambiguous or vague
   Coherence – if prescription works
   Correspondence – if consistent with what we
    already know.                                     13
• Pragmatism plays the greatest role in problem-
  solving research, less in subject-matter research
  and the least in disciplinary research.
• U.S educational and political systems are
  dominated by the philosophy of pragmatism,
  which stress problem-solving and workability
  (achieving results).




                                                 14
How the Philosophies Blend
• Most disciplines have adopted the philosophies
  of logical positivism, objective normativism and
  pragmatism in some combination.
• Economics is a problem-solving, decision-
  oriented discipline by nature. Many different
  kinds of problems are addressed, ranging from
  simple everyday activities to complex
  theoretical problems of cause-effect
  relationships.

                                                 15
The three philosophies – positivism, normativism,
and pragmatism – may all be more or less
important depending on the type of research.
•Disciplinary (and basic theoretical) research focuses on
logical positivism and objective normativism.
•Subject-matter research involves all three philosophies.
 The focus is on understanding outcomes of proposed
actions, which leads to guidelines and decisions.
•Problem-solving research that addresses particular
management of policy questions for a decision-maker
can be both positivistic (eg. estimating parameters) and
normativistic ( eg. estimating consumer surpluses)

                                                      16
• All types of research are needed – all are
  relevant (in different cases)
• However, some contend that too much
  emphasis has been place on disciplinary journal
  publishing. This fosters a situation where
  economists only communicate with other
  economists. And only about theoretical issues.
• On the other hand, most noneconomist users of
  economic research want the results to be
  intuitively obvious – without understanding of
  complexities. This is unrealistic!
                                               17
Empiricism in Research Methodology
• The influence of logical positivism fostered
  interest in measurement or quantification, as
  applied to economics.
• Empiricism goes beyond this in subjecting
  measurement results to testing. Collecting of
  social and economic data led to statistical
  methods of analysis, including estimation
  techniques.
• The integration of mathematics with economic
  theory led to the development of econometrics.
                                              18
• Econometrics originated in the early 1900’s
  and was augmented tremendously by the
  advent of electronic computers.
• It is now considered essential analytical
  training for all economists.
• Since it emphasizes empirical data and
  measurements it is both positivistic and
  pragmatic.
• Some leading economists (eg. Leontief) argue
  for more empiricism in economics – more
  measurement, reliance on data (objective
  observation) and quantitative analysis to
  improve scientific respectability of economics.
                                                19
The Scientific Approach
The central scientific methodology (not a single
“scientific method”) has the following general
steps:
1)Identify the problem/issue/question
2)Define research objectives
3)Develop approaches for achieving objectives
(including hypotheses of expected outcomes)
4)Conduct the analysis (testing the hypothesis)
5)Interpret the results and draw conclusions
These steps are common to all disciplines          20
• Problem identification is affected by individual
  as well as group perceptions – ie. what we
  perceive as a problem.

• Objectives, the identified set of specific goals,
  are inherently normative, ie. related to our
  values and perceptions

• Both problem identification and objective
  specification may have a pragmatic
  orientation.

                                                      21
• Laboratory and field sciences tend to see their
  research process as producing reliable data,
  devoting attention to proper experimental design
  to generate statistically valid numbers .
• Social sciences see their process more in terms of
  using data to understand relationships and to
  address problems requiring decisions.
• Physical and social science disciplines tend to
  differ in the last step of interpreting the data.
  Economists maintain that normative
  interpretation of data is often necessary with
  complex social science research.
                                                      22
Deduction and Induction in the
         Scientific Approach
• Usually the approach in economics consists
  of the “ongoing interfacing” of deduction and
  induction.
• Deduction is involved in developing theory
  and induction is used in validating or
  evaluating the applicability of the theory
  through empirical testing.
• Here we are concerned with how deduction
  and induction are used, rather than their
  relative merits as forms of logic.
                                              23
• Deductive reasoning starts with premises –
  assumptions .
• If the individual premises are true and complete
  and the reasoning is correct, the conclusion is
  reliable.




                                               24
• The most direct application of deductive
  reasoning in the scientific approach is in Step
  3, developing hypotheses.




                                                    25
• Disciplinary research often involves
  developing or modifying theories, leading to
  hypothesized outcomes.
• Theoretical reasoning can include:
  – Newly developed theories
  – New conceptual elements added to theories
  – Modification of existing theories
• In applied research, the reasoning involves
  the application of existing theory and
  evaluation of expected outcomes.
                                                 26
• Induction is an empirical process of arriving at
  new generalities from observations and does
  not depend on previous knowledge (ie
  theories).

• The testing of hypotheses is largely inductive.

• Statistical induction is the process of testing
  estimates of parameters or the amount of
  variation explained in variables describing
  relationships.

                                                    27
• Induction cannot provide proof of a
  proposition because we cannot examine all
  possible evidence. We can only describe the
  probability of the outcome.

• We cannot say that an outcome or
  relationship will always hold – the underlying
  cause of the outcome or relationship could
  change over time.

• But outcomes based on evidence can have a
  specified probability
                                                   28
• Interpretation of results (step 5) is largely
  inductive. In examining implications, we often
  extrapolate from the specific analysis to more
  general applications.
  eg. A representative firm can be used to reason
     through the expected behavior of an industry.
     The outcome for the industry can be estimated to
     be the outcome for the firm times the number of
     firms.




                                                    29
• Deduction provides the necessary implications
  of premises, which may be general (laws,
  axioms, principles) or specific (factual);
  induction examines the validity or applicability
  of the premises
• Deductive reasoning can organize knowledge
  and deduce new relationships but is not
  sufficient as a source of new knowledge.
• Inductive reasoning fails to use prior
  knowledge, and is therefore inefficient.
• Both deduction and induction are necessary.
                                                 30

More Related Content

PPTX
Kingdon’s streams metaphor
PPTX
Educational Research SIG
PPTX
65 muster2014 Briggs
PPT
Chapter 9 theories and methods in ethics
PPT
Chapter 1 Lecture Disco 4e
PPTX
Emerging Areas in Educational Research in Health Professions
PDF
电能计量技术手册
PDF
Horarios de autoplaneada SABADO 25 19HRS
Kingdon’s streams metaphor
Educational Research SIG
65 muster2014 Briggs
Chapter 9 theories and methods in ethics
Chapter 1 Lecture Disco 4e
Emerging Areas in Educational Research in Health Professions
电能计量技术手册
Horarios de autoplaneada SABADO 25 19HRS

Viewers also liked (20)

PPTX
La persona a seguir mi papa
PPT
Arra tlr presentation
DOC
Book
PPTX
Dell case
PPT
Scientific method & variables
PPT
Ntl overview presentation_long
PPTX
Colocar un chat en un blogg
PPTX
Vocabulary yr
PPTX
Classification of tv advertizing
PDF
Tabelle costo costruzione
PDF
Twitter
PPTX
Переговоры с китайскими партнерами. Особенности китайской бизнес культуры
DOCX
Biologia dos
PPTX
Finding transportationstatisticsbts webinar
PPTX
Finding transportationstatisticsbts webinar
PPT
Accounting concept
PPTX
Security wp 101
PDF
PPTX
Pastas
PPTX
"De Homer a Ironman" una nueva forma de entender la televisión
La persona a seguir mi papa
Arra tlr presentation
Book
Dell case
Scientific method & variables
Ntl overview presentation_long
Colocar un chat en un blogg
Vocabulary yr
Classification of tv advertizing
Tabelle costo costruzione
Twitter
Переговоры с китайскими партнерами. Особенности китайской бизнес культуры
Biologia dos
Finding transportationstatisticsbts webinar
Finding transportationstatisticsbts webinar
Accounting concept
Security wp 101
Pastas
"De Homer a Ironman" una nueva forma de entender la televisión
Ad

Similar to Lecture4 philosophical foundations_chap4 (20)

PPT
Lecture4_Philosophical_Foundations_Chap4.ppt
PDF
213081219.pdf
PPTX
Chapter 1 presentation
PPTX
PPT
Research methodology by naveed ali
PPT
Lecture2 research &_methodology_chap2
PPTX
Business Economics- Positive and Normative.pptx
PDF
Philosophical preliminaries in_economics_yohannes mengesha
PPT
Lecture2_Research_&_Methodology_Chap2.ppt
PPTX
Critical Perspectives on Economic Theories and Methodologies
PDF
The methodology of positive economics
PPTX
DOCX
Economics positive and normative sciences
DOC
Chapters 1 6 lecture notes(1)
PDF
Solution Manual for Economics for Today 10th Edition Irvin B. Tucker
DOCX
Positive and Normative Economics.docx
PPTX
Fundamentals of Microeconomics
PPT
Economics- chapter 1- F.J
PDF
BASIC-APPLIED-ECONOMICS-AND-ITS-UTILITY-AND-APPLICATION_3PPT.pdf
PDF
Theories And Models In Economics An Empirical Approach To Methodology Hans Lind
Lecture4_Philosophical_Foundations_Chap4.ppt
213081219.pdf
Chapter 1 presentation
Research methodology by naveed ali
Lecture2 research &_methodology_chap2
Business Economics- Positive and Normative.pptx
Philosophical preliminaries in_economics_yohannes mengesha
Lecture2_Research_&_Methodology_Chap2.ppt
Critical Perspectives on Economic Theories and Methodologies
The methodology of positive economics
Economics positive and normative sciences
Chapters 1 6 lecture notes(1)
Solution Manual for Economics for Today 10th Edition Irvin B. Tucker
Positive and Normative Economics.docx
Fundamentals of Microeconomics
Economics- chapter 1- F.J
BASIC-APPLIED-ECONOMICS-AND-ITS-UTILITY-AND-APPLICATION_3PPT.pdf
Theories And Models In Economics An Empirical Approach To Methodology Hans Lind
Ad

Recently uploaded (20)

DOCX
BUSINESS PERFORMANCE SITUATION AND PERFORMANCE EVALUATION OF FELIX HOTEL IN H...
PDF
Pitch Deck.pdf .pdf all about finance in
PDF
Buy Verified Stripe Accounts for Sale - Secure and.pdf
PDF
THE EFFECT OF FOREIGN AID ON ECONOMIC GROWTH IN ETHIOPIA
PDF
The Right Social Media Strategy Can Transform Your Business
PPTX
Machine Learning (ML) is a branch of Artificial Intelligence (AI)
PPTX
INDIAN FINANCIAL SYSTEM (Financial institutions, Financial Markets & Services)
DOCX
Final. 150 minutes exercise agrumentative Essay
PDF
Buy Verified Payoneer Accounts for Sale - Secure and.pdf
PDF
HCWM AND HAI FOR BHCM STUDENTS(1).Pdf and ptts
PPTX
Module5_Session1 (mlzrkfbbbbbbbbbbbz1).pptx
PPT
KPMG FA Benefits Report_FINAL_Jan 27_2010.ppt
PDF
Principal of magaement is good fundamentals in economics
PDF
Fintech Regulatory Sandbox: Lessons Learned and Future Prospects
PPTX
Group Presentation Development Econ and Envi..pptx
PDF
2012_The dark side of valuation a jedi guide to valuing difficult to value co...
PDF
Management Accounting Information for Decision-Making and Strategy Execution ...
PPTX
Maths science sst hindi english cucumber
PDF
3CMT J.AFABLE Flexible-Learning ENTREPRENEURIAL MANAGEMENT.pdf
BUSINESS PERFORMANCE SITUATION AND PERFORMANCE EVALUATION OF FELIX HOTEL IN H...
Pitch Deck.pdf .pdf all about finance in
Buy Verified Stripe Accounts for Sale - Secure and.pdf
THE EFFECT OF FOREIGN AID ON ECONOMIC GROWTH IN ETHIOPIA
The Right Social Media Strategy Can Transform Your Business
Machine Learning (ML) is a branch of Artificial Intelligence (AI)
INDIAN FINANCIAL SYSTEM (Financial institutions, Financial Markets & Services)
Final. 150 minutes exercise agrumentative Essay
Buy Verified Payoneer Accounts for Sale - Secure and.pdf
HCWM AND HAI FOR BHCM STUDENTS(1).Pdf and ptts
Module5_Session1 (mlzrkfbbbbbbbbbbbz1).pptx
KPMG FA Benefits Report_FINAL_Jan 27_2010.ppt
Principal of magaement is good fundamentals in economics
Fintech Regulatory Sandbox: Lessons Learned and Future Prospects
Group Presentation Development Econ and Envi..pptx
2012_The dark side of valuation a jedi guide to valuing difficult to value co...
Management Accounting Information for Decision-Making and Strategy Execution ...
Maths science sst hindi english cucumber
3CMT J.AFABLE Flexible-Learning ENTREPRENEURIAL MANAGEMENT.pdf

Lecture4 philosophical foundations_chap4

  • 2. Organization of this lecture Philosophical Foundations: • Positivism • Normativism • Pragmatism • Blending the Philosophies • Empiricism in Research • The Scientific Approach 2
  • 3. Different philosophies of research are introduced to illustrate how they contribute to economic research. “One’s philosophical beliefs affect one’s choice of ‘legitimate questions’ … as well as one’s choice of research methods” (George Ladd) •Each philosophical position has advantages, yet each has problems. In practice, researchers tend to use a combination, stressing different positions for different problems. •These philosophies stress confirmation rather than discovery. 3
  • 4. Positivism • Contends that only “factual” knowledge from observation (the senses) is trustworthy. Stresses measurement. • Logical positivism expands this to include reasoning and theory as valid means to achieve reliable knowledge. • While never a dominant philosophy in economics, it became influential in the mid-20th century, with proponents such as Wassily Leontief, Milton Friedman, and Harry Johnson. John Maynard Keynes’s father (John Neville Keynes) was an early proponent in the 1890s 4
  • 5. • Logical positivists do not believe in the scientific validity of prescriptive or descriptive knowledge about values. • Only things which can be directly observed or measured are considered by positivists as valid for scientific attention. • Positivistic knowledge is also culturally dependent since culture can affect interpretation of observations 5
  • 6. Logical positivism holds that theoretical concepts are only valid if theory can be quantified. (too extreme a position for most economists). •Both facts and theories are seen as sources of hypotheses – economists embrace this component of positivism. •But a problem with positivism is that many things that are not visible or “concrete” are still real. eg. demand relationships can’t be “seen” but are very real – their characteristics can be estimated. 6
  • 7. Logical positivism is not accepted by many economists, but has had a profound effect on economic thinking and research. •It has served to place more emphasis on measurement and quantification in economics. eg. new methods in statistics and econometrics •Also more attention has been focused on values as being positivistic knowledge, when they are quantifiable or demonstrable. eg. What things people value, or how much 7
  • 8. Positivism has also highlighted the importance of objectivity. •In emphasizing the importance of providing evidence, personal judgments and perceptions are not accepted as “scientific” information. •In summary, positivism has had important and lasting effects on science and economic research. But it is too limiting a philosophy to be the dominant philosophy of science. 8
  • 9. Normativism • A collection of philosophies – emphasizes that knowledge of the goodness or badness of conditions, situations, and actions is necessary to produce prescriptive knowledge (what “ought “ to be done). • Normativistic knowledge in economic research emphasizes people’s values – efficiency, welfare, income, standard of living, quality of life. • Intrinsic values (good and bad) are considered knowable. 9
  • 10. • However, normativism in economics is not concerned with moral questions of right and wrong (but rather good or bad, which is different). • Economic choices (the “right choice”) may entail selecting between several “bad” or unfavorable alternatives. • Personal or private values should not be considered, but rather public knowledge of values. Emphasis is on objectivity 10
  • 11. Objective Normativism refers to the position that the desirability of a result or outcome can be known, based on experience or logic. •Objective normativism accepts that value knowledge is sometimes essential for statements about what should be done to accomplish specific goals or objectives. eg. “The people of the world are better off with free trade than with restricted trade”. •Any discipline that deals with public policy must use normative value judgements 11
  • 12. Pragmatism • Mainly focused on prescriptive knowledge (what ought to be) and emphasize problem solving. • Believes that positivistic value-free knowledge and normativistic value knowledge to be interdependent. • “Workability” (appropriateness for the problem at hand) is the central pragmatic criterion for judgment. 12
  • 13. • Pragmatism became a prominent philosophical force in economics research in the 1920s. • Institutional economics (ie of society’s institutions) pragmatically focuses on problem solving. • Test of Workability is the primary test for reliability of prescriptive knowledge. ie. Is the problem solved?  Clarity – if solution is not ambiguous or vague  Coherence – if prescription works  Correspondence – if consistent with what we already know. 13
  • 14. • Pragmatism plays the greatest role in problem- solving research, less in subject-matter research and the least in disciplinary research. • U.S educational and political systems are dominated by the philosophy of pragmatism, which stress problem-solving and workability (achieving results). 14
  • 15. How the Philosophies Blend • Most disciplines have adopted the philosophies of logical positivism, objective normativism and pragmatism in some combination. • Economics is a problem-solving, decision- oriented discipline by nature. Many different kinds of problems are addressed, ranging from simple everyday activities to complex theoretical problems of cause-effect relationships. 15
  • 16. The three philosophies – positivism, normativism, and pragmatism – may all be more or less important depending on the type of research. •Disciplinary (and basic theoretical) research focuses on logical positivism and objective normativism. •Subject-matter research involves all three philosophies. The focus is on understanding outcomes of proposed actions, which leads to guidelines and decisions. •Problem-solving research that addresses particular management of policy questions for a decision-maker can be both positivistic (eg. estimating parameters) and normativistic ( eg. estimating consumer surpluses) 16
  • 17. • All types of research are needed – all are relevant (in different cases) • However, some contend that too much emphasis has been place on disciplinary journal publishing. This fosters a situation where economists only communicate with other economists. And only about theoretical issues. • On the other hand, most noneconomist users of economic research want the results to be intuitively obvious – without understanding of complexities. This is unrealistic! 17
  • 18. Empiricism in Research Methodology • The influence of logical positivism fostered interest in measurement or quantification, as applied to economics. • Empiricism goes beyond this in subjecting measurement results to testing. Collecting of social and economic data led to statistical methods of analysis, including estimation techniques. • The integration of mathematics with economic theory led to the development of econometrics. 18
  • 19. • Econometrics originated in the early 1900’s and was augmented tremendously by the advent of electronic computers. • It is now considered essential analytical training for all economists. • Since it emphasizes empirical data and measurements it is both positivistic and pragmatic. • Some leading economists (eg. Leontief) argue for more empiricism in economics – more measurement, reliance on data (objective observation) and quantitative analysis to improve scientific respectability of economics. 19
  • 20. The Scientific Approach The central scientific methodology (not a single “scientific method”) has the following general steps: 1)Identify the problem/issue/question 2)Define research objectives 3)Develop approaches for achieving objectives (including hypotheses of expected outcomes) 4)Conduct the analysis (testing the hypothesis) 5)Interpret the results and draw conclusions These steps are common to all disciplines 20
  • 21. • Problem identification is affected by individual as well as group perceptions – ie. what we perceive as a problem. • Objectives, the identified set of specific goals, are inherently normative, ie. related to our values and perceptions • Both problem identification and objective specification may have a pragmatic orientation. 21
  • 22. • Laboratory and field sciences tend to see their research process as producing reliable data, devoting attention to proper experimental design to generate statistically valid numbers . • Social sciences see their process more in terms of using data to understand relationships and to address problems requiring decisions. • Physical and social science disciplines tend to differ in the last step of interpreting the data. Economists maintain that normative interpretation of data is often necessary with complex social science research. 22
  • 23. Deduction and Induction in the Scientific Approach • Usually the approach in economics consists of the “ongoing interfacing” of deduction and induction. • Deduction is involved in developing theory and induction is used in validating or evaluating the applicability of the theory through empirical testing. • Here we are concerned with how deduction and induction are used, rather than their relative merits as forms of logic. 23
  • 24. • Deductive reasoning starts with premises – assumptions . • If the individual premises are true and complete and the reasoning is correct, the conclusion is reliable. 24
  • 25. • The most direct application of deductive reasoning in the scientific approach is in Step 3, developing hypotheses. 25
  • 26. • Disciplinary research often involves developing or modifying theories, leading to hypothesized outcomes. • Theoretical reasoning can include: – Newly developed theories – New conceptual elements added to theories – Modification of existing theories • In applied research, the reasoning involves the application of existing theory and evaluation of expected outcomes. 26
  • 27. • Induction is an empirical process of arriving at new generalities from observations and does not depend on previous knowledge (ie theories). • The testing of hypotheses is largely inductive. • Statistical induction is the process of testing estimates of parameters or the amount of variation explained in variables describing relationships. 27
  • 28. • Induction cannot provide proof of a proposition because we cannot examine all possible evidence. We can only describe the probability of the outcome. • We cannot say that an outcome or relationship will always hold – the underlying cause of the outcome or relationship could change over time. • But outcomes based on evidence can have a specified probability 28
  • 29. • Interpretation of results (step 5) is largely inductive. In examining implications, we often extrapolate from the specific analysis to more general applications. eg. A representative firm can be used to reason through the expected behavior of an industry. The outcome for the industry can be estimated to be the outcome for the firm times the number of firms. 29
  • 30. • Deduction provides the necessary implications of premises, which may be general (laws, axioms, principles) or specific (factual); induction examines the validity or applicability of the premises • Deductive reasoning can organize knowledge and deduce new relationships but is not sufficient as a source of new knowledge. • Inductive reasoning fails to use prior knowledge, and is therefore inefficient. • Both deduction and induction are necessary. 30