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Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model

An automatic item generator for figural memory test items called figumem was developed. It is available in R. A cognitive model allowed the generation of hypothetically parallel items within three difficulty levels determined by visual information load. In a pilot study, participants solved three it...

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Autores principales: Jendryczko, David, Berkemeyer, Laura, Holling, Heinz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298330/
https://www.ncbi.nlm.nih.gov/pubmed/32587542
http://dx.doi.org/10.3389/fpsyg.2020.00945
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author Jendryczko, David
Berkemeyer, Laura
Holling, Heinz
author_facet Jendryczko, David
Berkemeyer, Laura
Holling, Heinz
author_sort Jendryczko, David
collection PubMed
description An automatic item generator for figural memory test items called figumem was developed. It is available in R. A cognitive model allowed the generation of hypothetically parallel items within three difficulty levels determined by visual information load. In a pilot study, participants solved three items for each level of visual load. Within an item response theory approach, the Rasch Poisson counts model and modifications of it were fitted to the data. Results showed overall satisfying fit. Visual information load explained most of the variance in item difficulty. Differences in difficulty between items of the same family were comparatively low, displaying the utility of the item generator for the creation of parallel test forms. Implications, limitations, and suggestions for the use and extensions of figumem are discussed.
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spelling pubmed-72983302020-06-24 Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model Jendryczko, David Berkemeyer, Laura Holling, Heinz Front Psychol Psychology An automatic item generator for figural memory test items called figumem was developed. It is available in R. A cognitive model allowed the generation of hypothetically parallel items within three difficulty levels determined by visual information load. In a pilot study, participants solved three items for each level of visual load. Within an item response theory approach, the Rasch Poisson counts model and modifications of it were fitted to the data. Results showed overall satisfying fit. Visual information load explained most of the variance in item difficulty. Differences in difficulty between items of the same family were comparatively low, displaying the utility of the item generator for the creation of parallel test forms. Implications, limitations, and suggestions for the use and extensions of figumem are discussed. Frontiers Media S.A. 2020-06-10 /pmc/articles/PMC7298330/ /pubmed/32587542 http://dx.doi.org/10.3389/fpsyg.2020.00945 Text en Copyright © 2020 Jendryczko, Berkemeyer and Holling. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Jendryczko, David
Berkemeyer, Laura
Holling, Heinz
Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model
title Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model
title_full Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model
title_fullStr Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model
title_full_unstemmed Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model
title_short Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model
title_sort introducing a computerized figural memory test based on automatic item generation: an analysis with the rasch poisson counts model
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298330/
https://www.ncbi.nlm.nih.gov/pubmed/32587542
http://dx.doi.org/10.3389/fpsyg.2020.00945
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