Main content

Home

Menu

Loading wiki pages...

View
Wiki Version:
README ------ The files in this module represents all data anlyzed to produce the statistics and figures for *"An experimental study of team size and performance on a complex task"*. These are captured in three files: - **results_nominal.csv** The aggregated statistics for each group that participated in the crisis mapping experiment of team size. *(Fig. 5, 6, 7, 8)* - **results_0.75.csv** The same statistics for each group, calculated 3/4 of the way through the session - **results_0.5.csv** The same statistics for each group, calculated 1/2 of the way through the session - **results_0.25.csv** The same statistics for each group, calculated 1/4 of the way through the session - **synthetic.csv** The simulated data generated for the synthetic groups composed of (effectively) independent workers. *(Fig. 9)* ---------- **results_nominal.csv** and **results_0.75.csv** - **age**: participant's age - **gender**: participant's gender - **instanceId**: identifier for participant-session - **dropped**: whether the participant left the session - **tutorialMins**: how long the participant spent on the tutorial - **tutorialWords**: how many words the participant wrote in the tutorial session - **exitSurveyWords**: how many words the participant wrote in the exit survey - **effort**: the total effort by the participant - **entropy**: the entropy over actions types for the participant - **time**: total time spent by the participant - **normalizedEffort**: effort normalized by time spent - **chatFrac**: fraction of time spent chatting - **chatWeight**: weighted proportion of time spent chatting - **classifyFrac**: fraction of time spent classifying content - **classifyWeight**: weighted proportion of time spent classifying content - **filterFrac**: fraction of time spent filtering content - **filterWeight**: weighted proportion of time spent filtering content - **verifyFrac**: fraction of time spent verifying content - **verifyWeight**: weighted proportion of time spent filtering content - **groupEffortFrac**: the proportion of the entire group's effort contributed by this individual - **groupChatFrac**: the proportion of the entire group's chatting contributed by this individual - **groupClassifyFrac**: the proportion of the entire group's classification contributed by this individual - **groupFilterFrac**: the proportion of the entire group's filtering contributed by this individual - **groupVerifyFrac**: the proportion of the entire group's verification contributed by this individual *The following are group-level variables (i.e., constant for all group members)* - **g_nominalSize**: the intended size of the group - **g_wallTime**: the total wall time spent by the group on the task - **g_fracFemale**: the proportion of group members who are female - **g_personTime**: the total person-hours spent by the group on the task - **g_totalEffort**: the total effort of the group - **g_effortPerPerson**: the effort per person in the group - **g_fractionalScore**: the score of the group compared to the gold standard - **g_binaryScore**: whether the group succeeded or failed at the task - **g_precision**: the precision of the group's events compared to the gold standard - **g_recall**: the recall of the group's events compared to the gold standard - **g_f1**: the F1-measure of the group's events compared to the gold standard - **g_avgIndivEntropy**: the average of the group members' entropy over task types - **g_effortEntropy**: the entropy over all team members' effort - **g_groupEntropy**: the entire group's entropy over task types - **g_eventCollaboration**: average proportion of group members working on each event - **g_eventCollaborationExVoting**: average proportion of group members working on each event, excluding voting to verify the event - **g_chatFrac**: fraction of time the group spent chatting - **g_chatWeight**: weighted proportion of time the group spent chatting - **g_classifyFrac**: fraction of time the group spent classifying content - **g_classifyWeight**: weighted proportion of time the group spent classifying content - **g_filterFrac**: fraction of time the group spent filtering content - **g_filterWeight**: weighted proportion of time the group spent filtering content - **g_verifyFrac**: fraction of time the group spent verifying content - **g_verifyWeight**: weighted proportion of time the group spent verifying content ---------- **synthetic.csv** - **personTime**: the total person-hours spent by the group on the task - **totalEffort**: the total effort of the group - **fractionalScore**: the score of the group compared to the gold standard - **binaryScore**: whether the group succeeded or failed at the task - **precision**: the precision of the group's events compared to the gold standard - **recall**: the recall of the group's events compared to the gold standard
OSF does not support the use of Internet Explorer. For optimal performance, please switch to another browser.
Accept
This website relies on cookies to help provide a better user experience. By clicking Accept or continuing to use the site, you agree. For more information, see our Privacy Policy and information on cookie use.
Accept
×

Start managing your projects on the OSF today.

Free and easy to use, the Open Science Framework supports the entire research lifecycle: planning, execution, reporting, archiving, and discovery.