User study data - Summaries with personalized persuasive suggestions to mitigate confirmation bias during interaction with online debates
Description This data was collected to test the effect of debate summaries and personalized persuasive suggestions to engage with them on participants argument recall after engaging with the debate. It contains interaction data and questionnaire results of 212 participants who interacted with one ou...
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Format: | Dataset |
Sprache: | eng |
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Zusammenfassung: | Description
This data was collected to test the effect of debate summaries and personalized persuasive suggestions to engage with them on participants argument recall after engaging with the debate. It contains interaction data and questionnaire results of 212 participants who interacted with one out of four versions of an online debate page.
Variables
(names/column headers, description, coding)
display_con: debate display condition, coding: 1: without summary, 2: with summary and neutral suggestion, 3: with summary and personalized persuasive suggestion, 4: with summary and random persuasive suggestion
correct_comp: proportion of correctly recalled arguments (10 arguments)
AO_correct_comp: proportion of correctly recalled attitude-opposing arguments (5 arguments)
AC_correct_comp: proportion of correctly recalled attitude-confirming arguments (5 arguments), coding
assigned_topic: debate topic participant was assigned to
clicked_contribute: indicates whether participant made a contribution to the debate, binary
att_strength: strength of prior attitude, coding: 3: strong, 2: moderate
time_debate: time spent on the debate page in seconds
clicked_showmore: indicates whether participant clicked on the show more button to reveal two additional items of the summary, binary
att_change: change of prior to post attitude, coding: negative values indicate a weakaning, positive a strengthening of the initial attitude (attitude was measured on a seven-point Likert scale)
stps_highest: highest scoring persuasion category (persuasion profile) |
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DOI: | 10.5281/zenodo.8383829 |