Using Process Mining to examine the sustainability of instructional support: How stable are the effects of metacognitive prompting on self-regulatory behavior?

作者:

Highlights:

• Investigates the sustainability of metacognitive prompting for follow-up tasks.

• Microanalysis of prompting effects using think-aloud data and Process Mining.

• Effects were sustainable in a future learning task without instructional support.

• Process mining revealed sequences of learning activities that were transferred.

• Demonstrates the benefits of evaluating instructional support on the micro level.

摘要

•Investigates the sustainability of metacognitive prompting for follow-up tasks.•Microanalysis of prompting effects using think-aloud data and Process Mining.•Effects were sustainable in a future learning task without instructional support.•Process mining revealed sequences of learning activities that were transferred.•Demonstrates the benefits of evaluating instructional support on the micro level.

论文关键词:Metacognitive prompting,Long-term effects,Think-aloud protocols,Process analysis,Process Mining,Conformance Checking

论文评审过程:Received 26 November 2016, Revised 19 May 2018, Accepted 3 June 2018, Available online 4 June 2018, Version of Record 3 May 2019.

论文官网地址:https://doi.org/10.1016/j.chb.2018.06.003