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englelab

englelab

https://github.com/englelab/englelab

Science Score: 67.0%

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Repository

englelab

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  • Stars: 2
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  • Open Issues: 1
  • Releases: 3
Created over 7 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog Citation

README.md

englelab

This package contains various functions for processing and scoring complex-span and attention control tasks downloaded from the EngleLab

There are functions for the Advanced, Foster Shortened, Oswald Shortened, and Standard versions of the complex-span tasks, as well as functions for the Attention Control tasks.

There are also functions to assist in processing and cleaning the data. These include dealing with outliers with replace_outliers(), calculating composite scores from a group of variables with composite(), and removing those with too much missing data on a construct with remove_missing().

Install

r devtools::install_github("EngleLab/englelab")

Data Preparation

Once you are ready to start analyzing data from the tasks, you will first need to create a merged (.emrg) data file of all the individual .edat files E-Prime produces. How to create a merged E-Prime file

You then will need to export that .emrg file as a tab-delimited .txt file. How to Export E-Prime files to .txt. You need to follow the 'Export Data to StatView' instructions AND uncheck Unicode.

You can then import the .txt merged file into R. readr::read_delim()

Usage

Symmetry Span Example

``` r library(readr) library(dplyr) library(englelab)

Import

dataimport <- readdelim("import/SymSpan.txt", "\t", escapedouble = FALSE, trimws = TRUE)

Raw

dataraw <- rawsymspan(data_import)

Score

datascore <- dataraw %>% groupby(Subject) %>% scoresymspan() ```

See Articles:

Non-R Users

For non-R users, we created a point-and-click GUI to process and score data files from the tasks.

Web App for englelab

Troubleshooting

If you are having any difficulties with this package please contact Jason Tsukahara at jason.tsukahara@gatech.edu

Citation

If you use this R package in your research, then please cite

DOI

Tsukahara, Jason S. (2022). englelab: An R package for processing complex-span and attention control tasks downloaded from the EngleLab (1.1.0). Zenodo. https://doi.org/10.5281/zenodo.6987145

Owner

  • Name: EngleLab
  • Login: EngleLab
  • Kind: organization

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "if you are using this in your work, then please cite this R package"
authors:
  - given-names: Jason S.
    family-names: Tsukahara
title: "englelab: An R package for processing complex-span and attention control tasks downloaded from the EngleLab"
version: 1.1.0
date-released: 2022-08-12

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Dependencies

DESCRIPTION cran
  • dplyr * imports
  • dtplyr * imports
  • plyr * imports
  • psych * imports
  • readr * imports
  • shiny * imports
  • stringdist * imports
  • stringr * imports
  • tidyr * imports
  • zoo * imports