Chapter 2
Finding Ideas to Research
Generating Topics
Translate ideas into valid and reliable
ways of measuring them
Collect evidence
Unique Topics
 Innovative but Difficult
Reliability and Validity
The collecting of data (measurement)
and doing research always raises the
issues of reliability and validity. The
issue of reliability is essentially the
same for both measurement and
research design. Reliability attempts to
answer our concerns about the
consistency of the information collected,
while validity focuses on accuracy.
Reliability and Validity -- Relationship
The relationship between reliability and validity
can be confusing because measurements and
research can be reliable without being valid, but
they cannot be valid unless they are reliable.
 For a study to be valid it must consistently (reliability) do
what it purports to do (validity).
 For a measurement to be judged reliable it should
produce a consistent score.
 For the research study to be considered reliable each
time it is replicated it too should produce similar results.
Definition; Reliability
Reliability is the consistency of your
measurement, or the degree to which an
instrument measures the same way each
time it is used under the same condition with
the same subjects.
 It is important to remember that reliability
is not measured, it is estimated.
Ways to Estimate Reliability
Test/retest is a conservative method to
estimate reliability. The three main components
to this method are as follows:
 implement your measurement instrument at two
separate times for each subject
 compute the correlation between the two separate
measurements
 assume there is no change in the underlying
condition (or trait you are trying to measure)
between implementation
Estimating Reliability
Internal consistency estimates reliability by
grouping questions in a questionnaire that
measure the same concept.
One common way of computing correlation values
among the questions on your instruments is by
using Cronbach's Alpha.
 Cronbach's alpha splits all the questions on your instrument
every possible way and computes correlation values for
them all (SPSS will do this).
 Like a correlation coefficient, the closer the value is to one,
the higher the reliability estimate of your instrument.
Definition; Validity
Cook and Campbell (1979) define
validity as the "best available
approximation to the truth or falsity of
a given inference, proposition or
conclusion."
Basically, were we right?
Thought to Ponder
It is my belief that validity is more
important than reliability because if an
instrument does not accurately measure
what it is supposed to, there is no reason
to use it even if it measures consistently.
Measurement Concepts
Measurement is the process of assigning numbers to
represent the amount of a variable (a characteristic,
attribute, trait present in a person, object, situation
under study). Measurement results that contain little
error are said to be reliable.
Sources of measurement error include
 the instrument (eg, improper calibration)
 the environment (eg, noise level)
 the researcher (eg, fatigue, mood)
 data processing (eg, data entry error)
How to find a topic?
Curiosity and Experience
 Too big or Narrow
Assignments, Theses, and Grants
 RFPs, RFAs, Work related assignments
Other Research Findings
 Scholarly articles, secondary sources, replication,
‘filling in the hole’
Serendipity (by accident)
 A finding that you were not expecting
What is a Research Grant?
Research Grants and contracts are written
agreements with external sponsors. They contain
one or more of the following provisions:
A research protocol or other statement of work
A designated principal investigator(s)
A designated period of performance
A budget
Obligation to account for costs & return unspent $
Disposition of intellectual property rights
Searching for Research
Internet
 Academic versus Nonacademic
Library Databases
 Ask New Questions
 Once have articles, use those references
 Popular newspapers/magazines
Let’s do some group work
What is/are the best way(s) to ‘find’ research
ideas? Where did you find your survey idea?
Explain inductive and deductive reasoning. Is
either more prominent in survey research?
How is a literature review helpful in conducting
survey research?
List ethical issues related to survey research.
Discuss one issue related to your survey research
idea.
Literature Reviews
Evaluate Previous Research
 Create a database (or collection)
Attention to Methodology
 Sampling
 Questions/Hypotheses
 Variables
 Measurement
 Analyses
 Conclusions
 Limitations
Once you assess
Do you want to replicate?
 Same measures or modifications
 Making changes limits the comparisons
Are there themes? Or links?
Organize the literature (Chapter 10)
Writing a Literature Review
Your literature review should reflect the
important thinking in the area that will
impact your work, and should provide a
context for the background and importance of
the question. You should identify existing
knowledge and the gaps in the knowledge,
and indicate methodologies that have been
used in other similar research questions. The
literature review is often included as part of
your research proposal.
Two levels of Review
Conducting a literature review
 Your research investigation of the literature
Writing a literature review
 The review you write for your own project
Literature Review Sources
Looking for resources, start here:
http://libraries.uky.edu/
http://web.pdx.edu/~dbls/HowtoWriteLiteratureReview.htm
Theory and Reasoning
Theory (Nardi, 2006): a set of statements
logically linked to explain some
phenomena in the world around us
Deductive Reasoning
Deductive reasoning works from the more general
to the more specific.
It is informally called a "top-down" approach.
We might begin with thinking up a theory about our
topic of interest. We then narrow that down into
more specific hypotheses. We narrow down even
further when we collect observations to address the
hypotheses. This leads us to be able to test the
hypotheses with specific data; a confirmation (or
not) of our original theories.
Inductive Reasoning
Inductive reasoning moves from specific
observations to broader generalizations and
theories.
Sometimes called a "bottom up" approach
In inductive reasoning, we begin with specific
observations and measures, begin to detect
patterns and regularities, formulate some tentative
hypotheses that we can explore, and finally end up
developing some general conclusions or theories.
Deductive Versus Inductive
"Deductive reasoning" refers to the process of concluding that
something must be true because it is a special case of a general
principle that is known to be true.
 If you know the general principle that the sum of the angles
in any triangle is always 180 degrees, and you have a
particular triangle in mind, you can then conclude that the
sum of the angles in your triangle is 180 degrees.
"Inductive reasoning" is the process of reasoning that a general
principle is true because the special cases you've seen are true.
 If all the people you've ever met from a particular town have
been very strange, you might then say "all the residents of
this town are strange".
The Ethics of Research
These are designed by your governing
institution, granting agencies, organizations,
and yourself
One such Ethics Standards are presented by
AERA
 http://www.aera.net/AboutAERA/AERARulesPolicies/C
odeofEthics/tabid/10200/Default.aspx
Another is specific to Survey Research
 http://www.casro.org/?page=TheCASROCode
IRB
Institutions that conduct research set
up IRB; Institutional Review Board
University of Kentucky
 Office of Research Integrity
http://www.rgs.uky.edu/ori/

reliability and validity

  • 1.
  • 2.
    Generating Topics Translate ideasinto valid and reliable ways of measuring them Collect evidence Unique Topics  Innovative but Difficult
  • 3.
    Reliability and Validity Thecollecting of data (measurement) and doing research always raises the issues of reliability and validity. The issue of reliability is essentially the same for both measurement and research design. Reliability attempts to answer our concerns about the consistency of the information collected, while validity focuses on accuracy.
  • 4.
    Reliability and Validity-- Relationship The relationship between reliability and validity can be confusing because measurements and research can be reliable without being valid, but they cannot be valid unless they are reliable.  For a study to be valid it must consistently (reliability) do what it purports to do (validity).  For a measurement to be judged reliable it should produce a consistent score.  For the research study to be considered reliable each time it is replicated it too should produce similar results.
  • 5.
    Definition; Reliability Reliability isthe consistency of your measurement, or the degree to which an instrument measures the same way each time it is used under the same condition with the same subjects.  It is important to remember that reliability is not measured, it is estimated.
  • 6.
    Ways to EstimateReliability Test/retest is a conservative method to estimate reliability. The three main components to this method are as follows:  implement your measurement instrument at two separate times for each subject  compute the correlation between the two separate measurements  assume there is no change in the underlying condition (or trait you are trying to measure) between implementation
  • 7.
    Estimating Reliability Internal consistencyestimates reliability by grouping questions in a questionnaire that measure the same concept. One common way of computing correlation values among the questions on your instruments is by using Cronbach's Alpha.  Cronbach's alpha splits all the questions on your instrument every possible way and computes correlation values for them all (SPSS will do this).  Like a correlation coefficient, the closer the value is to one, the higher the reliability estimate of your instrument.
  • 8.
    Definition; Validity Cook andCampbell (1979) define validity as the "best available approximation to the truth or falsity of a given inference, proposition or conclusion." Basically, were we right?
  • 9.
    Thought to Ponder Itis my belief that validity is more important than reliability because if an instrument does not accurately measure what it is supposed to, there is no reason to use it even if it measures consistently.
  • 10.
    Measurement Concepts Measurement isthe process of assigning numbers to represent the amount of a variable (a characteristic, attribute, trait present in a person, object, situation under study). Measurement results that contain little error are said to be reliable. Sources of measurement error include  the instrument (eg, improper calibration)  the environment (eg, noise level)  the researcher (eg, fatigue, mood)  data processing (eg, data entry error)
  • 11.
    How to finda topic? Curiosity and Experience  Too big or Narrow Assignments, Theses, and Grants  RFPs, RFAs, Work related assignments Other Research Findings  Scholarly articles, secondary sources, replication, ‘filling in the hole’ Serendipity (by accident)  A finding that you were not expecting
  • 12.
    What is aResearch Grant? Research Grants and contracts are written agreements with external sponsors. They contain one or more of the following provisions: A research protocol or other statement of work A designated principal investigator(s) A designated period of performance A budget Obligation to account for costs & return unspent $ Disposition of intellectual property rights
  • 13.
    Searching for Research Internet Academic versus Nonacademic Library Databases  Ask New Questions  Once have articles, use those references  Popular newspapers/magazines
  • 14.
    Let’s do somegroup work What is/are the best way(s) to ‘find’ research ideas? Where did you find your survey idea? Explain inductive and deductive reasoning. Is either more prominent in survey research? How is a literature review helpful in conducting survey research? List ethical issues related to survey research. Discuss one issue related to your survey research idea.
  • 15.
    Literature Reviews Evaluate PreviousResearch  Create a database (or collection) Attention to Methodology  Sampling  Questions/Hypotheses  Variables  Measurement  Analyses  Conclusions  Limitations
  • 16.
    Once you assess Doyou want to replicate?  Same measures or modifications  Making changes limits the comparisons Are there themes? Or links? Organize the literature (Chapter 10)
  • 17.
    Writing a LiteratureReview Your literature review should reflect the important thinking in the area that will impact your work, and should provide a context for the background and importance of the question. You should identify existing knowledge and the gaps in the knowledge, and indicate methodologies that have been used in other similar research questions. The literature review is often included as part of your research proposal.
  • 18.
    Two levels ofReview Conducting a literature review  Your research investigation of the literature Writing a literature review  The review you write for your own project
  • 19.
    Literature Review Sources Lookingfor resources, start here: http://libraries.uky.edu/ http://web.pdx.edu/~dbls/HowtoWriteLiteratureReview.htm
  • 20.
    Theory and Reasoning Theory(Nardi, 2006): a set of statements logically linked to explain some phenomena in the world around us
  • 21.
    Deductive Reasoning Deductive reasoningworks from the more general to the more specific. It is informally called a "top-down" approach. We might begin with thinking up a theory about our topic of interest. We then narrow that down into more specific hypotheses. We narrow down even further when we collect observations to address the hypotheses. This leads us to be able to test the hypotheses with specific data; a confirmation (or not) of our original theories.
  • 22.
    Inductive Reasoning Inductive reasoningmoves from specific observations to broader generalizations and theories. Sometimes called a "bottom up" approach In inductive reasoning, we begin with specific observations and measures, begin to detect patterns and regularities, formulate some tentative hypotheses that we can explore, and finally end up developing some general conclusions or theories.
  • 23.
    Deductive Versus Inductive "Deductivereasoning" refers to the process of concluding that something must be true because it is a special case of a general principle that is known to be true.  If you know the general principle that the sum of the angles in any triangle is always 180 degrees, and you have a particular triangle in mind, you can then conclude that the sum of the angles in your triangle is 180 degrees. "Inductive reasoning" is the process of reasoning that a general principle is true because the special cases you've seen are true.  If all the people you've ever met from a particular town have been very strange, you might then say "all the residents of this town are strange".
  • 24.
    The Ethics ofResearch These are designed by your governing institution, granting agencies, organizations, and yourself One such Ethics Standards are presented by AERA  http://www.aera.net/AboutAERA/AERARulesPolicies/C odeofEthics/tabid/10200/Default.aspx Another is specific to Survey Research  http://www.casro.org/?page=TheCASROCode
  • 25.
    IRB Institutions that conductresearch set up IRB; Institutional Review Board University of Kentucky  Office of Research Integrity http://www.rgs.uky.edu/ori/