2014 Does ARRS lead to better learning?
Data Description
This is the ASSISTment data that gathered from an ARRS study in the school year 2009~2010.
Possible Research Questions
RQ1: Is ARRS system help student learning?
That is what this page is about.
RQ2: Is ARRS data help student assessment?
That question is answered here: https://sites.google.com/site/assistmentsdata/arrs.
RQ1: Does ARRS help in learning?
There are a few papers that are talked about these finding. Two from AERA are below.
Pellegrino, G., Goldman, S., Goldman, S., Stoelinga, T., Heffernan, N., & Heffernan, C. (2014) Technology Enabled Assessment:Adapting to the Needs of Students and Teachers. American Educational Research Association (AERA 2014) Conference.
Soffer, D., Das, V., Pellegrino, G., Goldman, S., Heffernan, N., Heffernan, C.,& Dietz, K. (2014) Improving Long-term Retention of Mathematical Knowledge through Automatic Reassessment and Relearning. American Educational Research Association (AERA 2014) Conference. Division C - Learning and Instruction / Section 1c: Mathematics. PDF (peer reviewed but unknown rate) Poster Nominated for the best poster of the session.
Heffernan, N., Heffernan, C., Dietz, K., Soffer, D., Pellegrino, J. W., Goldman, S. R. & Dailey, M. (2012). Cognitively-Based Instructional Design Principles: A Technology for Testing their Applicability via Within-Classroom Randomized Experiments. AERA 2012.
Data Download
Pre-Post test table:
http://users.wpi.edu/~yutaowang/data/PostTestARRSPlusSessions-missingHW1.xlsx
Detailed problem log table:
http://users.wpi.edu/~yutaowang/data/ARRS_2013_10_7.xlsx
Column Headings (more details is coming soon...)
For Pre-Post test table:
order_id
These id's are chronological, and refer to the id of the original problem log.
Pre-Post test table:
For Detailed problem log table:
For
assignment_id
Two different assignments can have the same sequence id. Each assignment is specific to a single teacher/class.