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Collection of Implementations for Indices of Careless Responding.
Careless or insufficient effort responding in surveys, i.e. responding to items without regard to their content, is a common occurrence in surveys. These types of responses 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).
Current version is 1.2.2
To install this package:
devtools package (if necessary).
In R, paste the following into the console, note, you may need to update
R or R Studio first:install.packages('devtools')
library('devtools')careless package from the
Github source code.install_github('ryentes/careless')
library('careless')Yentes, R.D., & Wilhelm, F. (2018) careless: Procedures for computing indices of careless responding. R packages version 1.2.0 url: https://github.com/ryentes/careless
This package is free and open source software, licensed under MIT License.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.