Reliability and Validity
Surveys
Data Validation
Data Validation
Self-Report Tests of Personality
Measures of Intelligence
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Qualitative and Quantitative Validation of Tools with Rating Scales Aimed at Assessing the Quality of University Service-Learning
Published on: August 29, 2025
Dewey Cornell1, Jennifer Klein, Tim Konold
1Curry School of Education, University of Virginia, Charlottesville 22904-4270, USA. dcornell@virginia.edu
Validity screening items improve adolescent survey data quality. Removing invalid responses significantly lowers reported risk behaviors and enhances school climate data accuracy.
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