New answers tagged association-measure
You could use Cronbach's alpha. In SPSS it's under Analyze > Scale > Reliability Analysis. There's a lot of information about it on the web as it's a very common method of reliability analysis for test items, and the way you're using these words is basically as test or Likert-type items. Scale Development by DeVellis is a pretty good resource for more info. ...
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