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Development and psychometric evaluation of item banks for memory and attention – supplements to the EORTC CAT Core instrument
BACKGROUND: Cancer patients may experience a decrease in cognitive functioning before, during and after cancer treatment. So far, the Quality of Life Group of the European Organisation for Research and Treatment of Cancer (EORTC QLG) developed an item bank to assess self-reported memory and attentio...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647100/ https://www.ncbi.nlm.nih.gov/pubmed/37968682 http://dx.doi.org/10.1186/s12955-023-02199-7 |
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author | Rogge, AA Petersen, MA Aaronson, NK Conroy, T Dirven, L Fischer, F Habets, EJJ Reijneveld, JC Rose, M Sleurs, C Taphoorn, M Tomaszewski, KA Vachon, H Young, T Groenvold, M |
author_facet | Rogge, AA Petersen, MA Aaronson, NK Conroy, T Dirven, L Fischer, F Habets, EJJ Reijneveld, JC Rose, M Sleurs, C Taphoorn, M Tomaszewski, KA Vachon, H Young, T Groenvold, M |
author_sort | Rogge, AA |
collection | PubMed |
description | BACKGROUND: Cancer patients may experience a decrease in cognitive functioning before, during and after cancer treatment. So far, the Quality of Life Group of the European Organisation for Research and Treatment of Cancer (EORTC QLG) developed an item bank to assess self-reported memory and attention within a single, cognitive functioning scale (CF) using computerized adaptive testing (EORTC CAT Core CF item bank). However, the distinction between different cognitive functions might be important to assess the patients’ functional status appropriately and to determine treatment impact. To allow for such assessment, the aim of this study was to develop and psychometrically evaluate separate item banks for memory and attention based on the EORTC CAT Core CF item bank. METHODS: In a multistep process including an expert-based content analysis, we assigned 44 items from the EORTC CAT Core CF item bank to the memory or attention domain. Then, we conducted psychometric analyses based on a sample used within the development of the EORTC CAT Core CF item bank. The sample consisted of 1030 cancer patients from Denmark, France, Poland, and the United Kingdom. We evaluated measurement properties of the newly developed item banks using confirmatory factor analysis (CFA) and item response theory model calibration. RESULTS: Item assignment resulted in 31 memory and 13 attention items. Conducted CFAs suggested good fit to a 1-factor model for each domain and no violations of monotonicity or indications of differential item functioning. Evaluation of CATs for both memory and attention confirmed well-functioning item banks with increased power/reduced sample size requirements (for CATs ≥ 4 items and up to 40% reduction in sample size requirements in comparison to non-CAT format). CONCLUSION: Two well-functioning and psychometrically robust item banks for memory and attention were formed from the existing EORTC CAT Core CF item bank. These findings could support further research on self-reported cognitive functioning in cancer patients in clinical trials as well as for real-word-evidence. A more precise assessment of attention and memory deficits in cancer patients will strengthen the evidence on the effects of cancer treatment for different cancer entities, and therefore contribute to shared and informed clinical decision-making. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12955-023-02199-7. |
format | Online Article Text |
id | pubmed-10647100 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106471002023-11-15 Development and psychometric evaluation of item banks for memory and attention – supplements to the EORTC CAT Core instrument Rogge, AA Petersen, MA Aaronson, NK Conroy, T Dirven, L Fischer, F Habets, EJJ Reijneveld, JC Rose, M Sleurs, C Taphoorn, M Tomaszewski, KA Vachon, H Young, T Groenvold, M Health Qual Life Outcomes Research BACKGROUND: Cancer patients may experience a decrease in cognitive functioning before, during and after cancer treatment. So far, the Quality of Life Group of the European Organisation for Research and Treatment of Cancer (EORTC QLG) developed an item bank to assess self-reported memory and attention within a single, cognitive functioning scale (CF) using computerized adaptive testing (EORTC CAT Core CF item bank). However, the distinction between different cognitive functions might be important to assess the patients’ functional status appropriately and to determine treatment impact. To allow for such assessment, the aim of this study was to develop and psychometrically evaluate separate item banks for memory and attention based on the EORTC CAT Core CF item bank. METHODS: In a multistep process including an expert-based content analysis, we assigned 44 items from the EORTC CAT Core CF item bank to the memory or attention domain. Then, we conducted psychometric analyses based on a sample used within the development of the EORTC CAT Core CF item bank. The sample consisted of 1030 cancer patients from Denmark, France, Poland, and the United Kingdom. We evaluated measurement properties of the newly developed item banks using confirmatory factor analysis (CFA) and item response theory model calibration. RESULTS: Item assignment resulted in 31 memory and 13 attention items. Conducted CFAs suggested good fit to a 1-factor model for each domain and no violations of monotonicity or indications of differential item functioning. Evaluation of CATs for both memory and attention confirmed well-functioning item banks with increased power/reduced sample size requirements (for CATs ≥ 4 items and up to 40% reduction in sample size requirements in comparison to non-CAT format). CONCLUSION: Two well-functioning and psychometrically robust item banks for memory and attention were formed from the existing EORTC CAT Core CF item bank. These findings could support further research on self-reported cognitive functioning in cancer patients in clinical trials as well as for real-word-evidence. A more precise assessment of attention and memory deficits in cancer patients will strengthen the evidence on the effects of cancer treatment for different cancer entities, and therefore contribute to shared and informed clinical decision-making. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12955-023-02199-7. BioMed Central 2023-11-15 /pmc/articles/PMC10647100/ /pubmed/37968682 http://dx.doi.org/10.1186/s12955-023-02199-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Rogge, AA Petersen, MA Aaronson, NK Conroy, T Dirven, L Fischer, F Habets, EJJ Reijneveld, JC Rose, M Sleurs, C Taphoorn, M Tomaszewski, KA Vachon, H Young, T Groenvold, M Development and psychometric evaluation of item banks for memory and attention – supplements to the EORTC CAT Core instrument |
title | Development and psychometric evaluation of item banks for memory and attention – supplements to the EORTC CAT Core instrument |
title_full | Development and psychometric evaluation of item banks for memory and attention – supplements to the EORTC CAT Core instrument |
title_fullStr | Development and psychometric evaluation of item banks for memory and attention – supplements to the EORTC CAT Core instrument |
title_full_unstemmed | Development and psychometric evaluation of item banks for memory and attention – supplements to the EORTC CAT Core instrument |
title_short | Development and psychometric evaluation of item banks for memory and attention – supplements to the EORTC CAT Core instrument |
title_sort | development and psychometric evaluation of item banks for memory and attention – supplements to the eortc cat core instrument |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647100/ https://www.ncbi.nlm.nih.gov/pubmed/37968682 http://dx.doi.org/10.1186/s12955-023-02199-7 |
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