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Detecting Careless Responding in Survey Data Using Stochastic Gradient Boosting

Careless responding is a bias in survey responses that disregards the actual item content, constituting a threat to the factor structure, reliability, and validity of psychological measurements. Different approaches have been proposed to detect aberrant responses such as probing questions that direc...

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Detalles Bibliográficos
Autores principales: Schroeders, Ulrich, Schmidt, Christoph, Gnambs, Timo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8725053/
https://www.ncbi.nlm.nih.gov/pubmed/34992306
http://dx.doi.org/10.1177/00131644211004708