Published: Jan. 4, 2022

During our summer, we formed our cross-strand FallÌý2021 Data Collection team to begin the all-important task of going into real K–12 classrooms to support teachers implementing our Curriculum Units and collect the data we need to develop our AI Partner.Ìý

This fall, with the help of 24 volunteers, researchers, andÌýiSAT staff members, we collected 352 audio sessions withÌýapproximately 24 hours of student collaboration data, andÌýabout 150 video files of students collaborating on the unit.Ìý

Middle School students working on a plant sensor.

Denver Public School students measure the amount of water present in this plant's soil using a sensor.

3 St. Vrain Valley Schools (SVVSD) and 9 Denver PublicÌýSchools (DPS) teachers implemented the 5 lesson curriculum across 13 classrooms and over 39 class periods duringÌýthe fall while iSAT researchers observed the classrooms andÌýcollected video and audio data of students working together. Data was only collected from consenting students (andÌýtheir parents), and their interactions were recorded with aÌýYeti microphone connected to an iPad as our main setup.ÌýWe also collected comparison audio from a Sony recorder,Ìýor a Zoom handheld recorder. A camcorder and a wide-angle camcorder captured video of the consented groups.ÌýSometimes an iPad was used to record close-up videos ofÌýinteractions among students.

Middle School students work on the sensor immersion unit.

St. Vrain Valley School District middle school students work on the sensor immersion unit.

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As data comes in a team at the back-end is hard at work atÌýcataloging it, checking quality, doing preliminary annotationsÌýand transcriptions, and making recommendations for theÌýnext round. So it is veryÌýmuch a continuous process and weÌýare now gearing up for a new round of in-classroom dataÌýcollection with a new cohort of teachers starting this Spring.