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Reversing a Scale

 
Many questionnaires contain a mix of positively and negatively worded items, which must be addressed before scoring and analyzing the results. It might be necessary to reverse a scale to make analysis more consistent. For example, in a satisfaction scale where higher values typically represent dissatisfaction, reversing the scale allows higher values to reflect satisfaction, ensuring alignment with other positive scales.
 
Original Question: How satisfied are you with our service?
 
Possible Answers:
 
 
Reversed Scale:
 
 
 
 
Here, the satisfaction scale has been reversed, which might be useful for different analytical perspectives or comparison purposes.