Systems and methods for analysis and interactive presentation of learning metrics

A system to generate a category-filterable presentation table, comprising:

• a quantization subsystem to quantize metric values associated with student performance on each of a plurality of activities associated with an educational course into a set of quantized bins,
• wherein each activity is associated with a plurality of quantized bins, and
• wherein each quantized bin of each respective activity is associated with a metric value range and includes a count of the number of students whose metric values for the respective activity are within the respective metric value range;
• a quantized metric presentation subsystem to display on an electronic display, a quantized metric presentation (QMP) of the students, the QMP comprising:
• a listing of the plurality of activities along a first axis of a table, and the count of each quantized bin of metric values of each activity along a second axis of the table;
• an input selection module to receive a user input selecting a subset of students with a common performance metric on at least one activity;
• and
• a filtering subsystem to cause the electronic display to display a category-filtered presentation table comprising a modified QMP with modified quantized bins by adjusting the count of each quantized bin along the second axis to include only those students included in the user-selected subset of students.

An academic intervention system, comprising:

• a data store to store
• a plurality of activities associated with an educational course in which each of a population of prior students participated, and
• a metric value assigned to each prior student for each activity;
• a quantization subsystem to quantize the metric values of each respective activity into a set of quantized bins, wherein each quantized bin is associated with a metric value range and includes a count of the number of prior students whose metric values for the respective activity are within the metric value range;
• a presentation subsystem to display a quantized metric presentation (QMP) of the population of prior students on an electronic display, the QMP comprising:
• a listing of the plurality of activities along a first axis of a table, and
• the count of each of the quantized bins of each activity along a second axis of the table;
• an input selection module to receive a user input selecting a subset of the population of prior students;
• a filtering subsystem to cause the electronic display to display a category-filtered presentation table comprising a modified QMP with modified quantized bins by adjusting the count of each quantized bin along the second axis to include only the user-selected subset of prior students;
• a behavior subsystem to identify a learning behavior identified in terms of an activity and metric value that correlate with the user-selected subset of prior students, wherein the learning behavior is identified based on a quantized bin of an activity with a count exceeding a threshold value in the category-filtered presentation table;
• a current-student analysis subsystem to identify a subset of current students that exhibit the identified learning behavior based on metric values assigned to the subset of current students for the activity associated with the identified learning behavior;
• and
• an action subsystem to implement at least one intervention action for the identified subset of current students exhibiting the identified learning behavior correlated with the user-selected subset of prior students.