Using PIAAC Log Files and Process Data: What can the process data tell us about the process of test taking?
Agenda
Day 1 — Monday, November 4th, 2019
Session | Time | Topic | Type |
---|---|---|---|
1 | 09:00 – 09:15 | Welcome | |
2 | 09:15 – 10:00 | Introduction to basics of technology-based assessment:
What are log-file data and what can they be used for? |
Lecture |
3 | 10:00 – 10:45 | General information about the computer-based assessment (CBA) in PIAAC | Lecture & Demo |
4 | 10:45 – 11:00 | Break | |
5 | 11:00 – 11:45 | The PIAAC log-file data: Structure and documentation | Lecture & Demo |
6 | 11:45 – 12:30 | The PIAAC LogDataAnalyzer (LDA) | Hands-on |
7 | 12:30 – 13:30 | Lunch break | |
8 | 13:30 – 14:15 | Exercise 1: Explaining task success with pre-defined indicators | Hands-on |
9 | 14:15 – 15:15 | Exercise 2: Explaining task success with multiple process indicators using decision trees as a data-driven approach | Hands-on |
10 | 15:15 – 15:30 | Break | |
11 | 15:30 – 17:00 | Methodological approaches to the creation of process indicators | Lecture |
Day 2 — Tuesday, November 5th, 2019
Session | Time | Topic | Type |
---|---|---|---|
1 | 09:00 – 09:15 | Recap of Day 1 and Q & A | |
2 | 09:15 – 11:00 | Introduction to the R package LogFSM
Exercise 3a: Describing the test-taking process for one PIAAC item by defining states and transitions |
Lecture & Hands-on |
3 | 11:00 – 11:15 | Break | |
4 | 11:15 – 12:15 | Exercise 3a: Analyzing features derived from the test-taking process (e.g., n-grams of states) for different groups (e.g., age) | Hands-on |
5 | 12:15 – 12:30 | Final Q & A
Closing session and evaluation |