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LOGAN (version 1.0.1)

Log File Analysis in International Large-Scale Assessments

Description

Enables users to handle the dataset cleaning for conducting specific analyses with the log files from two international educational assessments: the Programme for International Student Assessment (PISA, ) and the Programme for the International Assessment of Adult Competencies (PIAAC, ). An illustration of the analyses can be found on the LOGAN Shiny app () on your browser.

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Version

Install

install.packages('LOGAN')

Monthly Downloads

182

Version

1.0.1

License

GPL-3

Maintainer

Waldir Leoncio

Last Published

October 25th, 2022

Functions in LOGAN (1.0.1)

TrimVar

Trim variables
m1

Module 1: Time
pisa

Microdata for PISA 2012 (selected countries)
m2

Module 2: Actions (cognitive related)
cp025q01.treated

Treated log file and microdata for PISA 2012, CP025, Q01 (selected countries)
m0

Module 0: Data preparation
cp025q01

Log file for PISA 2012, CP025, Q01 (selected countries)
VarTimebyID

Extracting the start or end time
ImportSPSS

Read SPSS process data
ConcatActions

Concatenate events
BoxplotStrategybyPerformance

Plot: Boxplot PV1Math by Strategy var
CleanActions

Clean events
FreqActionsSummary

Frequency of specifics events in a variable of Actions - Summary
DescriptiveStrategy

Report: Descriptive statistics by strategy
DataActionsbyID

Wide format dataset with the sequence of actions by ID
NumericTimeVar

Time var as a numeric vector
DataArcSinebyPerformance

Data: Percentage in arcsine values x PISA scores by Country
LOGAN

LOGAN: Log File Analysis in International Large-scale Assessments
PlotTimeonTaskbyVar

Check response time by var
VarActionPosition

Identify the position of specific events in a variable of Actions
PlotStrategybyCatPerformance

Check response time by var
TOTVar

Time on task variable
VarActionSearch

Frequency of specifics events in a variable of Actions
SummaryTOTbyVar

Summary of time on task by var
ScatterPlotbyPerformance

Plot: Percentage in arcsine values x PISA scores by Country
RangeTimeonTaskbyVar

Check response time by var
RangeNumberActionsbyVar

Check number of students and actions by var