careless: Procedures for Computing Indices of Careless Responding

When taking online surveys, participants sometimes respond to items without regard to their content. These types of responses, referred to as careless or insufficient effort responding, constitute significant problems for data quality, leading to distortions in data analysis and hypothesis testing, such as spurious correlations. The 'R' package 'careless' provides solutions designed to detect such careless / insufficient effort responses by allowing easy calculation of indices proposed in the literature. It currently supports the calculation of longstring, even-odd consistency, psychometric synonyms/antonyms, Mahalanobis distance, and intra-individual response variability (also termed inter-item standard deviation). For a review of these methods, see Curran (2016) <doi:10.1016/j.jesp.2015.07.006>.

Getting started

Package details

AuthorRichard Yentes [cre, aut], Francisco Wilhelm [aut]
MaintainerRichard Yentes <[email protected]>
LicenseMIT + file LICENSE
Version1.1.3
URL https://github.com/ryentes/careless/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("careless")

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careless documentation built on May 2, 2019, 4:06 p.m.