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Quantitative
versus
Qualitative
Approaches
© www.drcath.net, 2008
At the start of your
research project….
 After you have decided upon your
research question, you need to decide
what approach you are going to take:
 Quantitative?
 Qualitative?
 Ask yourself are you seeking to prove
or disprove a theory? Or are you trying
to generalise your findings to a
population?
 If so this will be a deductive approach,
a quantitative approach
 Or are you hoping to elicit some
understandings on what people think or feel
about an issue? Is the topic an area that
there is little information and so you must
undertake an initial, exploratory study?
 If so, this will be induction, a qualitative
approach
Deductive Theory
Theory
Hypotheses
Data Collection
Findings
Hypotheses Confirmed or Rejected
Revision of Theory
Induction
[General research question]
Observation
Theory Formulation
Home Exercise
 Deductive theory:
 Test the theory that people who
have never done research before
will attend a research methods
course to do research in the future
 Inductive theory:
 Why do people do a research
methods course?
 What is your theory on this?
 What other information have you
gathered?
 Any demographics?
Quantitative and
Qualitative Methods
Quantitative:
 Deductive
 Tests
hypotheses
 Positivism
 Objectivism
 Employs
measurement
 Macro
 Detached
researcher
Qualitative:
 Inductive
 Produces
theories
 Phenomenology
 Constructionism
 Does not employ
measurement
 Micro
 Involved researcher
Quantitative and
Qualitative Methods
 Quantitative:
Measures objective
facts
Focuses on
variables
Value free
Reliability is key
Independent of
context
Many cases
Statistical analysis
 Qualitative:
Constructs social
meaning
Focus on interactive
processes
Values are present
Authenticity is key
Context constrained
Few cases
Thematic analysis
Common errors:
Open ended questions
in surveys
 Sometimes people say that they use
thematic analysis to analyze open
ended questions on a
questionnaire/survey. This is incorrect!
Thematic analysis is a very specific
form of analysis where the data is
searched for recurring themes and
theory then built from it.
 For open ended questions, you post-
hoc code. Quantitative by its nature,
‘quantifies’, so after you have
collected your answers, you attach
codes to responses. And so you can
count the types of responses you
received.
Common errors:
‘Generalising’ in
qualitative research
 Sometimes you’ll come across people
saying that the qualitative study was
small scale and so the findings cannot
be generalised to a population. This
shows lack of understanding!
 Qualitative research never seeks to
generalise. It is important that when
reporting findings that you use the
terminology and methods appropriate
to the approach - e.g. don’t use
‘hypothesis’ pertaining to qualitative
and if using statistical analysis in
quantitative, ALWAYS make sure your
sampling is random! [Sampling is the
most important step in quantitative
work, yet so many get it wrong]
Main Steps in
Quantitative Research:
1. Theory
2. Hypothesis
3. Research design
4. Devise measures of concepts
5. Select research site(s)
6. Select research
subjects/respondents
7. Administer research instruments/
collect data
8. Process data
9. Analyse data
10. Write up findings and conclusions
Main Steps in
Qualitative Research:
1. General research question
2. Select relevant site(s) and subjects
3. Collection of relevant data
4. Interpretation of data
5. Conceptual and theoretical work
6. Tighter specification of the research
question
7. Collection of further data
8. Conceptual and theoretical work
9. Write up findings
Examples of
Quantitative Research
Methods:
 Experiments
 Social surveys
 Cross-sectional
 Comparative (cross-national)
 Longitudinal
 Content Analysis
 Secondary Statistical Analysis
 Official Statistics
 Demography
 Epidemiology
 Field stimulations
 Structured Interviews and Observation.
Examples of
Qualitative Research:
 In-depth Interviews
 Focus Groups
 Ethnography/Field Research
 Historical-Comparative Research
 Discourse Analysis
 Narrative Analysis
 Media Analysis
Worth noting
 Quantitative and qualitative research are often
cast as opposing fields.
 But sometimes they blur - qualitative research
may employ quantification in their work or may be
positivist in their approach. Some quantitative
may employ phenomenology.
 Both can be also be combined in a project
 Qualitative can facilitate quantitative research (1)
can provide hypotheses
(2) fill in the gaps, help interpret relationships
 Quantitative can facilitate qualitative through
locating interviewees and help with generalising
findings
 Together they can give you a micro and macro level
versions and so you can examine the relationships
between the two levels. They can complement each
other.
Final words
 To make it easier to understand
the two different approaches, I
sometimes tell students to think
of TV detectives.
 Induction - this is the method that
CSI use. They find the evidence
and then produce the theory on
what happened.
 Deductive logic - this is your
more traditional detective. They
have a hunch that someone
murdered someone else and
seek to prove it. Think Columbo,
Murder She Wrote or even
Inspector Morse.

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Quantandqual

  • 2. At the start of your research project….  After you have decided upon your research question, you need to decide what approach you are going to take:  Quantitative?  Qualitative?  Ask yourself are you seeking to prove or disprove a theory? Or are you trying to generalise your findings to a population?  If so this will be a deductive approach, a quantitative approach  Or are you hoping to elicit some understandings on what people think or feel about an issue? Is the topic an area that there is little information and so you must undertake an initial, exploratory study?  If so, this will be induction, a qualitative approach
  • 5. Home Exercise  Deductive theory:  Test the theory that people who have never done research before will attend a research methods course to do research in the future  Inductive theory:  Why do people do a research methods course?  What is your theory on this?  What other information have you gathered?  Any demographics?
  • 6. Quantitative and Qualitative Methods Quantitative:  Deductive  Tests hypotheses  Positivism  Objectivism  Employs measurement  Macro  Detached researcher Qualitative:  Inductive  Produces theories  Phenomenology  Constructionism  Does not employ measurement  Micro  Involved researcher
  • 7. Quantitative and Qualitative Methods  Quantitative: Measures objective facts Focuses on variables Value free Reliability is key Independent of context Many cases Statistical analysis  Qualitative: Constructs social meaning Focus on interactive processes Values are present Authenticity is key Context constrained Few cases Thematic analysis
  • 8. Common errors: Open ended questions in surveys  Sometimes people say that they use thematic analysis to analyze open ended questions on a questionnaire/survey. This is incorrect! Thematic analysis is a very specific form of analysis where the data is searched for recurring themes and theory then built from it.  For open ended questions, you post- hoc code. Quantitative by its nature, ‘quantifies’, so after you have collected your answers, you attach codes to responses. And so you can count the types of responses you received.
  • 9. Common errors: ‘Generalising’ in qualitative research  Sometimes you’ll come across people saying that the qualitative study was small scale and so the findings cannot be generalised to a population. This shows lack of understanding!  Qualitative research never seeks to generalise. It is important that when reporting findings that you use the terminology and methods appropriate to the approach - e.g. don’t use ‘hypothesis’ pertaining to qualitative and if using statistical analysis in quantitative, ALWAYS make sure your sampling is random! [Sampling is the most important step in quantitative work, yet so many get it wrong]
  • 10. Main Steps in Quantitative Research: 1. Theory 2. Hypothesis 3. Research design 4. Devise measures of concepts 5. Select research site(s) 6. Select research subjects/respondents 7. Administer research instruments/ collect data 8. Process data 9. Analyse data 10. Write up findings and conclusions
  • 11. Main Steps in Qualitative Research: 1. General research question 2. Select relevant site(s) and subjects 3. Collection of relevant data 4. Interpretation of data 5. Conceptual and theoretical work 6. Tighter specification of the research question 7. Collection of further data 8. Conceptual and theoretical work 9. Write up findings
  • 12. Examples of Quantitative Research Methods:  Experiments  Social surveys  Cross-sectional  Comparative (cross-national)  Longitudinal  Content Analysis  Secondary Statistical Analysis  Official Statistics  Demography  Epidemiology  Field stimulations  Structured Interviews and Observation.
  • 13. Examples of Qualitative Research:  In-depth Interviews  Focus Groups  Ethnography/Field Research  Historical-Comparative Research  Discourse Analysis  Narrative Analysis  Media Analysis
  • 14. Worth noting  Quantitative and qualitative research are often cast as opposing fields.  But sometimes they blur - qualitative research may employ quantification in their work or may be positivist in their approach. Some quantitative may employ phenomenology.  Both can be also be combined in a project  Qualitative can facilitate quantitative research (1) can provide hypotheses (2) fill in the gaps, help interpret relationships  Quantitative can facilitate qualitative through locating interviewees and help with generalising findings  Together they can give you a micro and macro level versions and so you can examine the relationships between the two levels. They can complement each other.
  • 15. Final words  To make it easier to understand the two different approaches, I sometimes tell students to think of TV detectives.  Induction - this is the method that CSI use. They find the evidence and then produce the theory on what happened.  Deductive logic - this is your more traditional detective. They have a hunch that someone murdered someone else and seek to prove it. Think Columbo, Murder She Wrote or even Inspector Morse.

Editor's Notes

  1. This the most common view of the relationship between theory and social research. You develop a theory and test it. Induction is the opposite direction form deduction. Researcher infers the implications of his/her findings for the theory that prompted the whole exercise. The findings are fed back into the stock of theory. So theory is the outcome of research, while findings or observations are the outcome. Sometimes, you will use both: view of a theory may change after more reading of literature, new findings may be published by others before you have generated yours or the relevance of a set of data for a theory may become apparent after the data have been collected.
  2. Inductive theory starts with a vague concept then uses specific forms of observations of empirical evidence, on the basis of this, you generalise and build theories.
  3.