Process mining shows VM conditions exhibit unique reasoning–self-regulation sequences and self-loops absent in the control condition¶
Claim · All claims
Evidence · 1 study · causalr3·q2
Currency · newest study 2022 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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q2 i? In the VM conditions, Monitoring and Control had strong self-loops and were not tied to specific scientific reasoning processes, whereas in the control condition Problem Identification, Hypothesis Generation, and Monitoring were disconnected from other processes with no self-loops. → Omarchevska 2022
Evidence¶
Omarchevska 2022¶
Omarchevska, Y., Lachner, A., Richter, J., & Scheiter, K. (2022). Do Video Modeling and Metacognitive Prompts Improve Self-Regulated Scientific Inquiry? Educational Psychology Review. https://doi.org/10.1007/s10648-021-09652-3
q2 · i? · causal · r3
Exploratory process mining (HeuristicsMiner in ProM 5.2) of coded process data from the training task. In the VM conditions, Monitoring and Control showed "strong self-loops"; in the control condition, Problem Identification, Hypothesis Generation, and Monitoring were disconnected from other processes and no self-loops were observed.
"Monitoring and Control were not related to specific scientific reasoning processes and both processes had strong self-loops, which indicates that these processes were performed sequentially several times."
Discussion¶
Related Claims¶
- Video modeling conditions show stronger co-occurrence of self-regulation with scientific reasoning processes than unguided inquiry (ENA) — related
- Video modeling examples improve hypothesis and argumentation quality in an inquiry training task compared to unguided inquiry — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
process-mining-vm-sequences-selfloops |
title |
Process mining shows VM conditions exhibit unique reasoning–self-regulation sequences and self-loops absent in the control condition |
description |
Process mining shows VM conditions exhibit unique reasoning–self-regulation sequences and self-loops absent in the control condition |
status |
review |
evidence_strength |
weak |
newest_evidence |
2022 |
generated |
by process:wiki-ingest on 2026-10-21 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — omarchevska-2022 |
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