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Measuring glaucoma quality of life in an Asian population using item banking: psychometric evaluation and computerized adaptive testing simulations
PURPOSE: To assess the psychometric properties of glaucoma-specific health-related quality of life (HRQoL) item banks (IBs), and explore their efficiency using computerized adaptive testing (CAT) simulations. METHODS: In this cross-sectional, clinical study, 300 Asian glaucoma patients answered 221...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147351/ https://www.ncbi.nlm.nih.gov/pubmed/37118365 http://dx.doi.org/10.1007/s11136-023-03428-8 |
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author | Fenwick, Eva K. Lim, Belicia Man, Ryan E. K. Baskaran, Mani Nongpiur, Monisha Sng, Chelvin C. A. Iyer, Jayant Venkatramani Husain, Rahat Perera, Shamira Wong, Tina Low, Jin Rong Loe, Bao Sheng Huang, Olivia Shimin Lun, Katherine Aung, Tin Lamoureux, Ecosse L. |
author_facet | Fenwick, Eva K. Lim, Belicia Man, Ryan E. K. Baskaran, Mani Nongpiur, Monisha Sng, Chelvin C. A. Iyer, Jayant Venkatramani Husain, Rahat Perera, Shamira Wong, Tina Low, Jin Rong Loe, Bao Sheng Huang, Olivia Shimin Lun, Katherine Aung, Tin Lamoureux, Ecosse L. |
author_sort | Fenwick, Eva K. |
collection | PubMed |
description | PURPOSE: To assess the psychometric properties of glaucoma-specific health-related quality of life (HRQoL) item banks (IBs), and explore their efficiency using computerized adaptive testing (CAT) simulations. METHODS: In this cross-sectional, clinical study, 300 Asian glaucoma patients answered 221 items within seven IBs: Ocular Comfort Symptoms (OS); Activity Limitation (AL); Lighting (LT); Mobility (MB); Glaucoma Management (GM); Psychosocial (PSY); and Work (WK). Rasch analysis was conducted to assess each IB’s psychometric properties (e.g., item “fit” to the construct; unidimensionality) and a set of analytic performance criteria guiding decision making relating to retaining or dropping domains and items was employed. CAT simulations determined the mean number of items for ‘high’ and ‘moderate’ measurement precision (stopping rule: SEM 0.3 and 0.387, respectively). RESULTS: Participants’ mean age was 67.2 ± 9.2 years (62% male; 87% Chinese). LT, MB, and GM displayed good psychometric properties overall. To optimize AL’s psychometric properties, 16 items were deleted due to poor “fit”, high missing data, item bias, low discrimination and/or a low clinical/patient importance rating. To resolve multidimensionality in PSY, we rehomed 16 items into a “Concern (CN)” domain. PSY and CN required further amendment, including collapsing of response categories, and removal of poorly functioning items (N = 7). Due to poor measurement precision, low applicability and high ceiling effect, low test information indices, and low item separation index the WK IB was not considered further. In CAT simulations on the final seven IBs (n = 182 items total), an average of 12.1 and 15.7 items per IB were required for moderate and high precision measurement, respectively. CONCLUSIONS: After reengineering our seven IBs, they displayed robust psychometric properties and good efficiency in CAT simulations. Once finalized, GlauCAT™-Asian may enable comprehensive assessment of the HRQoL impact of glaucoma and associated treatments. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11136-023-03428-8. |
format | Online Article Text |
id | pubmed-10147351 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-101473512023-05-01 Measuring glaucoma quality of life in an Asian population using item banking: psychometric evaluation and computerized adaptive testing simulations Fenwick, Eva K. Lim, Belicia Man, Ryan E. K. Baskaran, Mani Nongpiur, Monisha Sng, Chelvin C. A. Iyer, Jayant Venkatramani Husain, Rahat Perera, Shamira Wong, Tina Low, Jin Rong Loe, Bao Sheng Huang, Olivia Shimin Lun, Katherine Aung, Tin Lamoureux, Ecosse L. Qual Life Res Article PURPOSE: To assess the psychometric properties of glaucoma-specific health-related quality of life (HRQoL) item banks (IBs), and explore their efficiency using computerized adaptive testing (CAT) simulations. METHODS: In this cross-sectional, clinical study, 300 Asian glaucoma patients answered 221 items within seven IBs: Ocular Comfort Symptoms (OS); Activity Limitation (AL); Lighting (LT); Mobility (MB); Glaucoma Management (GM); Psychosocial (PSY); and Work (WK). Rasch analysis was conducted to assess each IB’s psychometric properties (e.g., item “fit” to the construct; unidimensionality) and a set of analytic performance criteria guiding decision making relating to retaining or dropping domains and items was employed. CAT simulations determined the mean number of items for ‘high’ and ‘moderate’ measurement precision (stopping rule: SEM 0.3 and 0.387, respectively). RESULTS: Participants’ mean age was 67.2 ± 9.2 years (62% male; 87% Chinese). LT, MB, and GM displayed good psychometric properties overall. To optimize AL’s psychometric properties, 16 items were deleted due to poor “fit”, high missing data, item bias, low discrimination and/or a low clinical/patient importance rating. To resolve multidimensionality in PSY, we rehomed 16 items into a “Concern (CN)” domain. PSY and CN required further amendment, including collapsing of response categories, and removal of poorly functioning items (N = 7). Due to poor measurement precision, low applicability and high ceiling effect, low test information indices, and low item separation index the WK IB was not considered further. In CAT simulations on the final seven IBs (n = 182 items total), an average of 12.1 and 15.7 items per IB were required for moderate and high precision measurement, respectively. CONCLUSIONS: After reengineering our seven IBs, they displayed robust psychometric properties and good efficiency in CAT simulations. Once finalized, GlauCAT™-Asian may enable comprehensive assessment of the HRQoL impact of glaucoma and associated treatments. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11136-023-03428-8. Springer International Publishing 2023-04-28 /pmc/articles/PMC10147351/ /pubmed/37118365 http://dx.doi.org/10.1007/s11136-023-03428-8 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Fenwick, Eva K. Lim, Belicia Man, Ryan E. K. Baskaran, Mani Nongpiur, Monisha Sng, Chelvin C. A. Iyer, Jayant Venkatramani Husain, Rahat Perera, Shamira Wong, Tina Low, Jin Rong Loe, Bao Sheng Huang, Olivia Shimin Lun, Katherine Aung, Tin Lamoureux, Ecosse L. Measuring glaucoma quality of life in an Asian population using item banking: psychometric evaluation and computerized adaptive testing simulations |
title | Measuring glaucoma quality of life in an Asian population using item banking: psychometric evaluation and computerized adaptive testing simulations |
title_full | Measuring glaucoma quality of life in an Asian population using item banking: psychometric evaluation and computerized adaptive testing simulations |
title_fullStr | Measuring glaucoma quality of life in an Asian population using item banking: psychometric evaluation and computerized adaptive testing simulations |
title_full_unstemmed | Measuring glaucoma quality of life in an Asian population using item banking: psychometric evaluation and computerized adaptive testing simulations |
title_short | Measuring glaucoma quality of life in an Asian population using item banking: psychometric evaluation and computerized adaptive testing simulations |
title_sort | measuring glaucoma quality of life in an asian population using item banking: psychometric evaluation and computerized adaptive testing simulations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147351/ https://www.ncbi.nlm.nih.gov/pubmed/37118365 http://dx.doi.org/10.1007/s11136-023-03428-8 |
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