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Reliability
What is Reliability
• Reliability tells you how consistently a method
measures something.
– When you apply the same method to the same
sample under the same conditions, you should get
the same results.
– Consistency of your measurement instrument
Reliability: Internal Consistency
 This form of reliability is used to judge the consistency of results across items on the
same test.
 Essentially, you are comparing test items that measure the same construct to determine
the tests internal consistency.
 Statistical Techniques
 Split-Half:
 Items are divided into 2 sections, then a correlation between the two sections is
determined.
 Cronbach’s Alpha:
 The average of all possible split half reliabilities for a set of items
 By convention, a lenient cut-off of .60 is common in exploratory research;
alpha should be at least .70 or higher to retain an item in an "adequate" scale;
and many researchers require a cut-off of .80 for a "good scale."
Reliability:
 Inter-Rater Reliability
 Are different observers using the same instrument measuring the same
phenomena equivalent?
 A statistical measure of inter-rater reliability is Cohen’s Kappa
Ranges from -1.0 to 1.0 where
Large numbers mean better reliability,
Values near zero suggest that agreement is attributable to chance, and
Values less than zero signify that agreement is even less than that which
could be attributed to chance.
THANKS

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Reliability.pptx

  • 2. What is Reliability • Reliability tells you how consistently a method measures something. – When you apply the same method to the same sample under the same conditions, you should get the same results. – Consistency of your measurement instrument
  • 3.
  • 4.
  • 5. Reliability: Internal Consistency  This form of reliability is used to judge the consistency of results across items on the same test.  Essentially, you are comparing test items that measure the same construct to determine the tests internal consistency.  Statistical Techniques  Split-Half:  Items are divided into 2 sections, then a correlation between the two sections is determined.  Cronbach’s Alpha:  The average of all possible split half reliabilities for a set of items  By convention, a lenient cut-off of .60 is common in exploratory research; alpha should be at least .70 or higher to retain an item in an "adequate" scale; and many researchers require a cut-off of .80 for a "good scale."
  • 6. Reliability:  Inter-Rater Reliability  Are different observers using the same instrument measuring the same phenomena equivalent?  A statistical measure of inter-rater reliability is Cohen’s Kappa Ranges from -1.0 to 1.0 where Large numbers mean better reliability, Values near zero suggest that agreement is attributable to chance, and Values less than zero signify that agreement is even less than that which could be attributed to chance.