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Research Methodologies

Presented by Mechthild Maczewski
Overview of Presentation
 Overview of Quantitative/Qualitative
Methodologies
 Focus on Qualitative Research


Questions, Characteristics, Methods, Data
Analysis, Credibility

 Research Methodologies / Methods & GILD
 Discussion
Overview of Research
Methodologies
 Qualitative Research


Ethnography, Case Study, Grounded Theory,
Autobiography, Participatory Action Research,
Phenomenology (each grounded in a specific discipline
and philosophical assumptions)

 Quantitative Research


Survey methods, Experiments

 Mixed Methods


Draw from qualitative and quantitative methods
Quantitative
 A quantitative approach is one in which the
investigator primarily uses post-positivist
claims for developing knowledge (i.e. cause
and effect thinking, reduction to specific
variables and hypotheses and questions, use
of measurement and observation, and the test
of theories). (Creswell, 2003, p.19)
Qualitative - Definition
 … qualitative researchers study things in
their natural settings, attempting to make
sense of or interpret phenomenon in terms of
the meanings people bring to them. (Denzin &
Lincoln, 2000, p.3).
Qualitative - Definition
 A qualitative approach is one in which the inquirer
often makes knowledge claims based primarily on
constructivist perspectives (i.e. the multiple
meanings of individual experiences, meanings
socially and historically constructed, with an intent
of developing a theory or pattern) or
advocacy/participatory perspectives (i.e. political,
issue-oriented, collaborative or change oriented) or
both. (Creswell, 2003, p.18)
Research Questions
 Qualitative


In qualitative study inquirers state research
questions, not objectives (i.e. specific goals for
the research) or hypotheses (i.e. predictions that
involve variables and statistical tests). (C., 2003,
p.105)



Example: How do students use program
development tools?
Characteristics of
Qualitative Research







Takes place in the natural setting
Uses multiple methods that are interpretive
Is emergent rather than tightly prefigured
Fundamentally interpretive (role of researcher as interpreter)
Researcher views social phenomena holistically
Researcher systematically reflects on who he or she is in the
inquiry and is sensitive to hiw or her personal biography and
how it shapes the study
 Researcher uses complex reasoning that is multifaceted,
iterative, and simultaneous
 Researcher adopts and uses one or more strategies of inquiry
Research Methods
 Interviews
 Focusgroups
 Participant observation (field notes)
 Video
 Text and Image analysis (documents, media
data)
Data Analysis (C., p.191)





Organize and prepare the data for analysis
Read all data, get a sense of the whole
Begin detailed analysis with coding process
Generate a description of the setting/people as well
as categories or themes for analysis
 Represent themes (writing, visual, etc.)
 Interpret and make meaning out of data
 *iterative, non-linear process
Credibility








Use of Triangulation
Use of Member Checking
Use of rich, thick Description
Clarification of Bias
Use of Negative or discrepant information
Prolonged field time
Peer Debriefing



(C., 2003, p.196)
Research Methodologies
& GILD
 Ethnography




An ethnography is a description and
interpretation of a cultural or social group or
system. The research examines the group’s
observable and learned patterns of behaviour,
customs, and ways of life. (C., 1998,p.58)
Rapid Ethnography
Research Methodologies
& GILD
 Case Study


… a case study is an exploration of a ‘bounded
system’ … over time through detailed, in-depth
data collection involving multiple sources of
information rich in context. This bounded
system is bounded by time and place, and it is
the case being studied – a program, an event, an
activity, or individuals. (C., 1999, p.61)
Useful Methods
 Participant observation


Gains insight into understanding cultural patterns to
determine what’s necessary and needed in tool
development (complementary to interviews)

 Interviews/Focusgroups with stakeholders




Explores how tools are used and could be used in a
novice programming course
Gains insight into the meaning of tools for students for
learning to program
Useful Methods
 Data analysis


Themes arising from data would provide insight into
current “learning to program” issues and see what is
important to students / teachers / administrators

 Survey


Useful for verifying results on a larger scale

 User Testing


Useful for triangulating results
Choice of
Methodology & Methods
 Depends on






Research Questions
Research Goals
Researcher Beliefs and Values
Researcher Skills
Time and Funds
Discussion
 (How) Can tool improvement, collaboration,
ed-tech questions and learning outcomes be
addressed in the same study?
 What GILD research questions match which
research methodologies?
References
 Creswell, J.W. (1998). Qualitative inquiry and research
design. Choosing among five traditions. Thousand Oaks,
CA: Sage.
 Creswell, J.W. (2003). Research design. Qualitative,
quantitative and mixed methods approaches. Thousand
Oaks, CA: Sage.
 Denzin, N.K. & Lincoln, Y. (2000). Introduction: The
discipline and practice of qualitative research. In N.K.
Denzin & Y. Lincoln (Eds.), Handbook of qualitative
research (2nd ed., pp.1-17). Thousand Oaks, CA: Sage.

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Rmethod

  • 2. Overview of Presentation  Overview of Quantitative/Qualitative Methodologies  Focus on Qualitative Research  Questions, Characteristics, Methods, Data Analysis, Credibility  Research Methodologies / Methods & GILD  Discussion
  • 3. Overview of Research Methodologies  Qualitative Research  Ethnography, Case Study, Grounded Theory, Autobiography, Participatory Action Research, Phenomenology (each grounded in a specific discipline and philosophical assumptions)  Quantitative Research  Survey methods, Experiments  Mixed Methods  Draw from qualitative and quantitative methods
  • 4. Quantitative  A quantitative approach is one in which the investigator primarily uses post-positivist claims for developing knowledge (i.e. cause and effect thinking, reduction to specific variables and hypotheses and questions, use of measurement and observation, and the test of theories). (Creswell, 2003, p.19)
  • 5. Qualitative - Definition  … qualitative researchers study things in their natural settings, attempting to make sense of or interpret phenomenon in terms of the meanings people bring to them. (Denzin & Lincoln, 2000, p.3).
  • 6. Qualitative - Definition  A qualitative approach is one in which the inquirer often makes knowledge claims based primarily on constructivist perspectives (i.e. the multiple meanings of individual experiences, meanings socially and historically constructed, with an intent of developing a theory or pattern) or advocacy/participatory perspectives (i.e. political, issue-oriented, collaborative or change oriented) or both. (Creswell, 2003, p.18)
  • 7. Research Questions  Qualitative  In qualitative study inquirers state research questions, not objectives (i.e. specific goals for the research) or hypotheses (i.e. predictions that involve variables and statistical tests). (C., 2003, p.105)  Example: How do students use program development tools?
  • 8. Characteristics of Qualitative Research       Takes place in the natural setting Uses multiple methods that are interpretive Is emergent rather than tightly prefigured Fundamentally interpretive (role of researcher as interpreter) Researcher views social phenomena holistically Researcher systematically reflects on who he or she is in the inquiry and is sensitive to hiw or her personal biography and how it shapes the study  Researcher uses complex reasoning that is multifaceted, iterative, and simultaneous  Researcher adopts and uses one or more strategies of inquiry
  • 9. Research Methods  Interviews  Focusgroups  Participant observation (field notes)  Video  Text and Image analysis (documents, media data)
  • 10. Data Analysis (C., p.191)     Organize and prepare the data for analysis Read all data, get a sense of the whole Begin detailed analysis with coding process Generate a description of the setting/people as well as categories or themes for analysis  Represent themes (writing, visual, etc.)  Interpret and make meaning out of data  *iterative, non-linear process
  • 11. Credibility        Use of Triangulation Use of Member Checking Use of rich, thick Description Clarification of Bias Use of Negative or discrepant information Prolonged field time Peer Debriefing  (C., 2003, p.196)
  • 12. Research Methodologies & GILD  Ethnography   An ethnography is a description and interpretation of a cultural or social group or system. The research examines the group’s observable and learned patterns of behaviour, customs, and ways of life. (C., 1998,p.58) Rapid Ethnography
  • 13. Research Methodologies & GILD  Case Study  … a case study is an exploration of a ‘bounded system’ … over time through detailed, in-depth data collection involving multiple sources of information rich in context. This bounded system is bounded by time and place, and it is the case being studied – a program, an event, an activity, or individuals. (C., 1999, p.61)
  • 14. Useful Methods  Participant observation  Gains insight into understanding cultural patterns to determine what’s necessary and needed in tool development (complementary to interviews)  Interviews/Focusgroups with stakeholders   Explores how tools are used and could be used in a novice programming course Gains insight into the meaning of tools for students for learning to program
  • 15. Useful Methods  Data analysis  Themes arising from data would provide insight into current “learning to program” issues and see what is important to students / teachers / administrators  Survey  Useful for verifying results on a larger scale  User Testing  Useful for triangulating results
  • 16. Choice of Methodology & Methods  Depends on      Research Questions Research Goals Researcher Beliefs and Values Researcher Skills Time and Funds
  • 17. Discussion  (How) Can tool improvement, collaboration, ed-tech questions and learning outcomes be addressed in the same study?  What GILD research questions match which research methodologies?
  • 18. References  Creswell, J.W. (1998). Qualitative inquiry and research design. Choosing among five traditions. Thousand Oaks, CA: Sage.  Creswell, J.W. (2003). Research design. Qualitative, quantitative and mixed methods approaches. Thousand Oaks, CA: Sage.  Denzin, N.K. & Lincoln, Y. (2000). Introduction: The discipline and practice of qualitative research. In N.K. Denzin & Y. Lincoln (Eds.), Handbook of qualitative research (2nd ed., pp.1-17). Thousand Oaks, CA: Sage.