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MIXED METHODS: QUANTITATIVE & QUALITATIVE WH Research Training Workshop 2015 Paul Bennett

MIXED METHODS: QUANTITATIVE & QUALITATIVE · 2015. 5. 20. · to mixed methods research for nephrology nurses. Renal Society Of Australasia Journal, 9(1), 8-14. Johnson, R. B., Onwuegbuzie,

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  • MIXED METHODS:

    QUANTITATIVE &

    QUALITATIVE WH Research Training Workshop

    2015

    Paul Bennett

  • 2

    What I’m gunna talk about

    What are mixed methods?

    When should mixed methods be used?

    What are the advantages/limitations?

    When is the use of mixed methods justified?

    What are some examples of using mixed methods?

  • 3

    Who are you?

    Who are quant researchers?

    Who are qual researchers?

    Who are both?

    Who are neither?

    Who came here to learn more about mixed

    methods?

    Who came because they thought they could

    sit down and not think for 1 hour?

  • 4

    Source: JStor Data For Research

  • 5

    What is mixed methods

    Establishes design in advance

    Explicitly lays out a thoughtful, strategic

    integration of qualitative and quantitative

    methods

    Accomplishes a critical purpose that either

    qualitative or quantitative methods alone could

    not

  • 6

  • 7

    Johnson, R. B., Onwuegbuzie, A. J., & Turner, L. A. (2007). Toward a definition of mixed

    methods research. Journal of mixed methods research, 1(2), 112-133.

  • 8

    Quantitative paradigm

    Philosophical basis = POSITIVISM

    The four key features of positivism:

    objectivity

    ‘only what can be counted,

    counts’

    all people are similar and react in

    the same ways to stimuli

    there is an absolute truth that

    can be measured

  • 9

    Objectivity

    Only that which can be directly observed

    and tested is real

    Subjective phenomena difficult to reliably

    measure

    The ‘truth’ is established by applying

    logical principles and reasoning.

  • 10

    Positivism assumptions regarding

    human behaviour

    Humans are viewed as identical

    closed systems

    No place for cultural interpretations,

    technological disturbances

    The world is static

    All humans will react in the same

    way to external stimuli

  • 11

    Absolute truth exists

    The absolute truth is derived deductively

    from existing knowledge

    For every effect there exists a cause

    and the cause can be measured.

    Assumes objective tools for

    measurement exist

  • 12

    Quantitative research design

    Non-experimental

    Exploratory

    Surveys

    Descriptive statistics

    Experimental

    Effectiveness, Predictive

    Establishes cause and effect

    Clinical trials

  • 13

  • 14

    Qualitative paradigm

    Interpretivism

    Human experience is understood by each individual

    Focuses on how the social world is interpreted, understood &

    experienced

    Multiple realities, no absolute truth

    Dependent on subjectivity – of both researcher and participant

    Constructivism

    Reality is constructed incrementally through experiences, language

    and concepts

    Understanding is organized by clustering ideas

    Naturalism

    The setting is central

    Meaning relates to a specific context

  • 15

    Qualitative

    methods

    Phenomenology

    Grounded theory

    Ethnography

    Narrative research

    Case studies

    Action research

  • 16

  • 17

    Parallel relationships with quantitative

    methods

    Criteria - Qual Parallel - Quant

    Credibility Internal validity

    Audibility/dependability Reliability

    Fittingness/transferability External validity

    Confirmability Objectivity

  • 18

    Why would use a mixed method

    approach?

    To develop a more comprehensive understanding

    To develop a broader understanding

    To gain more certainty in the results

    To enhance flexibility and creativity to a study

  • 19

    Mixed methods: types, categories and

    combinations

    Combination Rationale

    Sequential

    Qualitative Quantitative

    Finding from a qualitative approach lead to the use of a quantitative investigation

    Quantitative Qualitative

    Finding from a quantitative approach lead to the use of a qualitative investigation

    Simultaneous

    Qualitative + Quantitative Qualitative foundation and quantitative methods provide complementary information

    Quantitative + Qualitative Quantitative foundation and qualitative methods provide complementary information

  • 20

  • 21

    Triangulation

  • 22

    The value of mixed methods research

    Potentially enhances a more holistic understanding

    Provides information that is rich and more

    comprehensive

    Understanding phenomena from more than one

    viewpoint

    Offers a broader understanding

    Gain insights that may not be possible with one

    approach

    Weaknesses of one approach can be

    counterbalanced by the strengths in the other

    approach

  • 23

    The value of mixed

    methods research

    May improve confidence in research findings

    Enhance reliability by using two or more methods

    Reduce sample bias

    Enhance flexibility and creativity

    More responsive in nature

    Able to explore emergent themes

  • 24

    Limitations of mixed methods

    Requires knowledge and skills

    Training is expensive

    Potential damage to integrity of the research

    Risk associated with outcomes being harder to predict

    Evaluating mixed methods studies

    Lack of criteria to guide researchers in triangulation

    Emerging processes

    Publication bias

    Purists

    Qualitative vs Quantitative paradigm

  • 25

    When is the use of mixed methods

    justified?

    When it best answers the research question

    When a rationale for use is present

    When use will provide valuable insights

    When the reach of the finding to a wider audience is enhanced

    When there is the relevant expertise in the team

  • 26

  • 27

    Example 1 - Sequential

  • 28

    Triangulation – Home Dialysis Barriers

    Delphi Technique Survey

    Barriers Instrument

  • 29

    What I hope I said…

    What are mixed methods?

    When should mixed methods be used?

    What are the advantages/limitations?

    When is the use of mixed methods justified?

    What are some examples of using mixed methods?

  • 30

    Thank you for

    listening

    [email protected]

    [email protected]

  • 31

    References

    Creswell, J.W (2009). Research Design: Qualitative,

    Quantitative, and Mixed Methods Approaches (3rd ed.).

    Thousand Oaks, CA: Sage.

    Hayes, B., Bonner, A., and Douglas, C. (2013). An introduction

    to mixed methods research for nephrology nurses. Renal

    Society Of Australasia Journal, 9(1), 8-14.

    Johnson, R. B., Onwuegbuzie, A. and Turner, L. A

    (2007).Towards a

    definition of mixed methods research. Journal of Mixed Methods

    Research, 1(2), 112-133.

    Ross. T (2012). A Survival Guide for Health Research Methods.

    McGraw-Hill Open University Press: New York.

    Schneider, Z., Whiehead, D., Elliort D., Lobiondo-Wood, G. and

    Haber. J (2009). Nursing and Midwifery Research (3rd ed.).

    Sydney: Mosby Elsevier.