myrthereuver / bias-experiment

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'Ideological Biases of the Crowd'?

Online research compendium of the paper entitled 'Ideological Biases of the Crowd'? . This repository combines the pre-registration plan with a data & analysis compendium.

Draft

View the draft paper here. This Compendium functions as an online appendix, but here is also a downloadable version.

Pre-Registration Plan

  • Experiment The expectations and research design to test the implications of ideological biases for crowd coding, which are approved by the VU's ethical committee (see here).

Data

The following data files might be of interest:

  • Experiment NL Cleaned data with constructed scales for analysis of the experiment in the Dutch case.
  • Experiment US Cleaned data with constructed scales for analysis of the experiment in the American case.

See the scripts in src/data-processing for details on how these files were constructed.

Results

  • Experiment Demonstrates the analyses to test and visualise potential annotator bias based on political ideology and political knowledge as pre-registered as well as include exploratory results.

Code of Conduct

Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.

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License:MIT License


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