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Running Online Behavioral Experiments Using R: Implementation of a Response-Time Decision Making Task as an R-Shiny App
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Description: Data and code for reproducible analysis of error rate and RT in the number comparison task, as detailed in https://www.journalofcognition.org/articles/10.5334/joc.200/ The code for the Shiny app used for online data collection is included in the /app/ folder or at https://github.com/2exp3/numbers A ready-to-use demo version (4 trials) is available at https://2exp3.shinyapps.io/numbers/
Abstract
Online experiments make it possible to reach a large number of participants in a short time at a relatively low cost. However, uncontrolled conditions in online experiments can be problematic, particularly when it is paramount to measure participant’s response-time (RT) with millisecond-level precision. To evaluate the reliability of RT data collected online, we implemented a rapid two-di…
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