Data preparation and analysis code for the article "Using Theory-Informed Learning Analytics to Understand How Homework Behavior Predicts Achievement"

Deininger, Hannah; Pieronczyk, Ines; Parrisius, Cora; Plumley, Robert D.; Meurers, Detmar; Kasneci, Gjergji; Nagengast, Benjamin; Trautwein, Ulrich; Greene, Jeffrey A.; Bernacki, Matthew L.

Code

Data preparation and analysis code for the article "Using Theory-Informed Learning Analytics to Understand How Homework Behavior Predicts Achievement"

Author(s) / Creator(s)

Deininger, Hannah

Pieronczyk, Ines

Parrisius, Cora

Plumley, Robert D.

Meurers, Detmar

Kasneci, Gjergji

Nagengast, Benjamin

Trautwein, Ulrich

Greene, Jeffrey A.

Bernacki, Matthew L.

Abstract / Description

Rmarkdown scripts containing the code to prepare and analyze the data.

Persistent Identifier

https://doi.org/10.23668/psycharchives.15192

Date of first publication

2024-07-24

Publisher

PsychArchives

Citation

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01_Data_preparation_behavioral_indicators.Rmd

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MD5 : f98346f156ea642c47ccbacaa5185567

Sharing Level 1 (Scientific Use) Scientific Use License v1

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02_Data_preparation_surveys_tests.Rmd

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MD5 : 4d2a4cce292895ef1f8ba447e7e91917

Sharing Level 1 (Scientific Use) Scientific Use License v1

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03_Data_Analyses_using_theory_informed_learning_analytics.Rmd

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MD5 : ab760d486edf71fc3f1656180240ad07

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Is related to

Research Data
Dataset to the article "Using Theory-Informed Learning Analytics to Understand How Homework Behavior Predicts Achievement"

Deininger, Hannah & Pieronczyk, Ines & Parrisius, Cora & Plumley, Robert D. & Meurers, Detmar & Kasneci, Gjergji & Nagengast, Benjamin & Trautwein, Ulrich & Greene, Jeffrey A. & Bernacki, Matthew L., 2024-07-24, PsychArchives

The dataset contains behavioral trace data indicators, survey items, and English performance test scores. Additionally, a codebook giving further information on all variables is provided.
Other
Supplementary material to the article "Using Theory-Informed Learning Analytics to Understand How Homework Behavior Predicts Achievement"

Deininger, Hannah & Pieronczyk, Ines & Parrisius, Cora & Plumley, Robert D. & Meurers, Detmar & Kasneci, Gjergji & Nagengast, Benjamin & Trautwein, Ulrich & Greene, Jeffrey A. & Bernacki, Matthew L., 2024-08-01, PsychArchives

Supplementary material to the article "Using Theory-Informed Learning Analytics to Understand How Homework Behavior Predicts Achievement"
Test
Study materials to the article "Using Theory-Informed Learning Analytics to Understand How Homework Behavior Predicts Achievement"

Deininger, Hannah & Pieronczyk, Ines & Parrisius, Cora & Plumley, Robert D. & Meurers, Detmar & Kasneci, Gjergji & Nagengast, Benjamin & Trautwein, Ulrich & Greene, Jeffrey A. & Bernacki, Matthew L., 2024-07-24, PsychArchives

Overview of used self-report items (expectancies, values, conscientiousness, homework behavior) and English performance tests (prior knowledge test and post-test).

There are no other versions of this object.

Author(s) / Creator(s)

Deininger, Hannah
Author(s) / Creator(s)

Pieronczyk, Ines
Author(s) / Creator(s)

Parrisius, Cora
Author(s) / Creator(s)

Plumley, Robert D.
Author(s) / Creator(s)

Meurers, Detmar
Author(s) / Creator(s)

Kasneci, Gjergji
Author(s) / Creator(s)

Nagengast, Benjamin
Author(s) / Creator(s)

Trautwein, Ulrich
Author(s) / Creator(s)

Greene, Jeffrey A.
Author(s) / Creator(s)

Bernacki, Matthew L.
PsychArchives acquisition timestamp

2024-07-24T14:21:18Z
Made available on

2024-07-24T14:21:18Z
Date of first publication

2024-07-24
Abstract / Description

Rmarkdown scripts containing the code to prepare and analyze the data.

en
Publication status

unknown
Review status

unknown
Persistent Identifier

https://hdl.handle.net/20.500.12034/10628
Persistent Identifier

https://doi.org/10.23668/psycharchives.15192
Language of content

eng
Publisher

PsychArchives
Is related to

https://www.psycharchives.org/handle/20.500.12034/10627
Is related to

https://www.psycharchives.org/handle/20.500.12034/10640
Is related to

https://www.psycharchives.org/handle/20.500.12034/10626
Dewey Decimal Classification number(s)

150
Title

Data preparation and analysis code for the article "Using Theory-Informed Learning Analytics to Understand How Homework Behavior Predicts Achievement"

en
DRO type

code