Pulla¶
Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 1 study (1 design),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
Pulla is a web-based programming assessment and learning-analytics tool made by Daniel Prol et al. that extends CodeCheck with behavioral tracing, instructor dashboards, and on-demand AI analysis for Parsons problems.
Components¶
Claims¶
- Deploying a trace-capturing Parsons tool in two university courses surfaced recurring difficulty patterns including exception-type misidentification, return-for-throw confusion, and incorrect control-flow ordering [+M]
- State revisits within solving sessions were rarer in the Pulla deployments (6–12% of UH sessions, 0–3% at Aalto) than the 21–33% previously reported for similar Parsons tasks [+W]
Related Products and Programmes¶
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Key Sources¶
- Daniel Prol, Juho Leinonen, Arto Hellas, Saleh Alkhamees, Amin Alipour. (2026). Pulla: A Parsons Problem Tool for Fine-Grained Behavioral Tracing and Instructor-Facing Problem-Solving Analysis. arXiv. https://arxiv.org/abs/2609.15944
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
pulla |
title |
Pulla |
description |
Pulla is a web-based programming assessment and learning-analytics tool made by Daniel Prol et al. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
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