The Impact of Attentiveness Interventions on Survey Data.

Social and behavioral science researchers who use survey data are vigilant about data quality, with an increasing emphasis on avoiding common method variance (CMV) and insufficient effort responding (IER). Each of these errors can inflate and deflate substantive relationships, and there are both a p...

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Bibliographic Details
Published in:Educational & Psychological Measurement Vol. 85; no. 4; pp. 696 - 728
Main Authors: Fuller, Christie M., Simmering, Marcia J., Waterwall, Brian, Ragland, Elizabeth, Twitchell, Douglas P., Wall, Alison
Format: Article
Published: Sage Publications Inc. Aug2025
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Online Access:View this record in EBSCOhost