User study Data: Boosting Intellectual Humility During Search on Debated Topics

User study data

The following column headers correspond to the following study variables:

Intervention = Intervention (CONTROL= control, DUMMYCONTROL = ATI control, PRIME = prime, QUESTIONNAIRE = remind, FULL = reinforce)
DV1_AC_Clicks = Attitude confirming clicks
DV2_Lowest_Rank = Lowest rank clicked
DV3_Dwell_Time = Dwell time
DV4_Task_Completion = Task completion time
DV5_Cumulative_Clicks = Cumulative clicks
IH = Intellectual Humility
Ranking = Ranking
Topic = Topic
rationale = Rationale for behavior (free text)
rationale_category = Rationale for behavior (category, one of IH_driven = driven by IH, ranking_driven = ranking, bias_driven = confirmation bias, content/form_driven = content/form, task_driven/unclear = task/unclear))
Att_change = Attitude change
Knowledge = Knowledge gain (1 = no knowledge gain, 5 = substantial knowledge gain)
NASA.Mental = Reflection on search task, mental demand
NASA.Temporal = Reflection on search task, temporal demand
NASA.Performance = Reflection on search task, performance
NASA.Effort = Reflection on search task, effort
NASA.Frustration = Reflection on search task, frustration

用户研究数据集

下述列名对应如下研究变量：

Intervention：干预类型，其中CONTROL为对照组，DUMMYCONTROL为ATI对照组，PRIME为启动组，QUESTIONNAIRE为提醒组，FULL为强化组
DV1_AC_Clicks：态度确认点击数
DV2_Lowest_Rank：最低点击排名
DV3_Dwell_Time：停留时长
DV4_Task_Completion：任务完成时长
DV5_Cumulative_Clicks：累计点击数
IH：智力谦逊（Intellectual Humility）
Ranking：排名
Topic：主题
rationale：行为理由（自由文本形式）
rationale_category：行为理由分类，可选类别包括：IH驱动型（IH_driven，由智力谦逊驱动）、排名驱动型（ranking_driven）、偏差驱动型（bias_driven，即确认偏差驱动）、内容/形式驱动型（content/form_driven）、任务驱动/不明确型（task_driven/unclear）
Att_change：态度变化
Knowledge：知识增益，其中1表示无知识增益，5表示显著知识增益
NASA.Mental：搜索任务反思之心理需求维度
NASA.Temporal：搜索任务反思之时间需求维度
NASA.Performance：搜索任务反思之绩效维度
NASA.Effort：搜索任务反思之努力维度
NASA.Frustration：搜索任务反思之挫败感维度