Wednesday, April 13, 2011

Reliability and Validity

                     

 

Testing Reliability of a Scale à consistency à obtain same results on repeated occasions

 

 

 

Cronbach's Alpha

Measures components of scale

Eg: the 6 questions that are added together to make a "Environmental Footprint" scale

 

Cronbach's Alpha based on Standardised Items

 

Mean  - range of means across the whole range of the scale

Std Dev – higher variance – ie about std dev of one

Item –Total Statistics

·         Scale mean if item deleted

·         Scale variance if item deleted

·         Corrected Item-Total Correlation

o   higher à good

o   lower  à bad à delete item

·         Cronbach's Alpha if Item Deleted

o   look where alpha is higher than overall alpha

 

Intra Class Correlation Coefficient

Measure of Consistency

Pearson's R cannot detect systematic error in scores (eg, practice effects )

Used in

·         test / retest

·         alternative forms

·         split half

 

 

Testing Validity of Scale  à How well scale measures what it is intended to measure

 

 

Content Validity

 

qualitative assessment

face validity

 

 

Criterion Validity - correlation

·         Concurrent validity à compare new test with existing test  : old & new score

·         Predictive validity à scores and secondary outcome

 

 

Construct validity - correlation

 

·         Convergent validity

·         discriminant (unrelated) validity

 

Incremental Valdity

 

 

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