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Missingness in the expanded prostate cancer index short form (EPIC-26) – prevalence, patterns, and explanatory factors
BACKGROUND: Researchers and clinicians using common clinical assessments need to attend to the prevalence of missing data to ensure the validity of the information gathered. The Expanded Prostate Cancer Index Short Form (EPIC-26) is a commonly used measurement scale used for assessing patients’ qual...
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/PMC10426173/ https://www.ncbi.nlm.nih.gov/pubmed/37580759 http://dx.doi.org/10.1186/s12955-023-02175-1 |
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author | Talvitie, Anna-Maija Helminen, Mika Ojala, Hanna Tammela, Teuvo Auvinen, Anssi Pietilä, Ilkka |
author_facet | Talvitie, Anna-Maija Helminen, Mika Ojala, Hanna Tammela, Teuvo Auvinen, Anssi Pietilä, Ilkka |
author_sort | Talvitie, Anna-Maija |
collection | PubMed |
description | BACKGROUND: Researchers and clinicians using common clinical assessments need to attend to the prevalence of missing data to ensure the validity of the information gathered. The Expanded Prostate Cancer Index Short Form (EPIC-26) is a commonly used measurement scale used for assessing patients’ quality of life, but the measure lacks comprehensive analysis on missing data. We aimed to explore the quantity of missing answers in EPIC-26 and to characterize patterns and possible explanations of missing data in the survey. METHODS: The survey sample consisted of 625 Finnish prostate cancer patients who participated in a study with a 1-year follow-up with three measurement points (0, 6, and 12 months). Descriptive statistics were used to describe the study population and missingness level. A logistic regression was performed for each EPIC domain to study factors related to missingness during the follow-up. RESULTS: Proportions of missing answers in EPIC-26 were low (3.1–3.9%) between survey rounds. As much as 37% of patients left at least one question unanswered during their follow-up. The hormonal domain produced the most missing answers. Questions about breast tenderness/enlargement (question 13.b.), hot flashes (question 13.a.), frequency of erections (question 10.), and ability to reach orgasm (question 8.b.) were most frequently left unanswered. Higher age, lower education level, no relationship, more severe cancer, lower function scores in some EPIC domains, lower treatment satisfaction or self-rated health were associated with missingness. CONCLUSIONS: Questions 13.b. and 13.a. might be considered female-specific symptoms, thus difficult to comprehend unless patients had already experienced side effects from androgen deprivation therapy. Questions 10. and 8.b. might be difficult to answer if the patient has been sexually inactive. To improve the measure’s validity, the questionnaire’s hormonal section requires additional explanation that the inquired symptoms are common treatment side effects of anti-androgen therapy; questions 8–10 require a not-applicable category for sexually inactive patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12955-023-02175-1. |
format | Online Article Text |
id | pubmed-10426173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104261732023-08-16 Missingness in the expanded prostate cancer index short form (EPIC-26) – prevalence, patterns, and explanatory factors Talvitie, Anna-Maija Helminen, Mika Ojala, Hanna Tammela, Teuvo Auvinen, Anssi Pietilä, Ilkka Health Qual Life Outcomes Research BACKGROUND: Researchers and clinicians using common clinical assessments need to attend to the prevalence of missing data to ensure the validity of the information gathered. The Expanded Prostate Cancer Index Short Form (EPIC-26) is a commonly used measurement scale used for assessing patients’ quality of life, but the measure lacks comprehensive analysis on missing data. We aimed to explore the quantity of missing answers in EPIC-26 and to characterize patterns and possible explanations of missing data in the survey. METHODS: The survey sample consisted of 625 Finnish prostate cancer patients who participated in a study with a 1-year follow-up with three measurement points (0, 6, and 12 months). Descriptive statistics were used to describe the study population and missingness level. A logistic regression was performed for each EPIC domain to study factors related to missingness during the follow-up. RESULTS: Proportions of missing answers in EPIC-26 were low (3.1–3.9%) between survey rounds. As much as 37% of patients left at least one question unanswered during their follow-up. The hormonal domain produced the most missing answers. Questions about breast tenderness/enlargement (question 13.b.), hot flashes (question 13.a.), frequency of erections (question 10.), and ability to reach orgasm (question 8.b.) were most frequently left unanswered. Higher age, lower education level, no relationship, more severe cancer, lower function scores in some EPIC domains, lower treatment satisfaction or self-rated health were associated with missingness. CONCLUSIONS: Questions 13.b. and 13.a. might be considered female-specific symptoms, thus difficult to comprehend unless patients had already experienced side effects from androgen deprivation therapy. Questions 10. and 8.b. might be difficult to answer if the patient has been sexually inactive. To improve the measure’s validity, the questionnaire’s hormonal section requires additional explanation that the inquired symptoms are common treatment side effects of anti-androgen therapy; questions 8–10 require a not-applicable category for sexually inactive patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12955-023-02175-1. BioMed Central 2023-08-14 /pmc/articles/PMC10426173/ /pubmed/37580759 http://dx.doi.org/10.1186/s12955-023-02175-1 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 Talvitie, Anna-Maija Helminen, Mika Ojala, Hanna Tammela, Teuvo Auvinen, Anssi Pietilä, Ilkka Missingness in the expanded prostate cancer index short form (EPIC-26) – prevalence, patterns, and explanatory factors |
title | Missingness in the expanded prostate cancer index short form (EPIC-26) – prevalence, patterns, and explanatory factors |
title_full | Missingness in the expanded prostate cancer index short form (EPIC-26) – prevalence, patterns, and explanatory factors |
title_fullStr | Missingness in the expanded prostate cancer index short form (EPIC-26) – prevalence, patterns, and explanatory factors |
title_full_unstemmed | Missingness in the expanded prostate cancer index short form (EPIC-26) – prevalence, patterns, and explanatory factors |
title_short | Missingness in the expanded prostate cancer index short form (EPIC-26) – prevalence, patterns, and explanatory factors |
title_sort | missingness in the expanded prostate cancer index short form (epic-26) – prevalence, patterns, and explanatory factors |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10426173/ https://www.ncbi.nlm.nih.gov/pubmed/37580759 http://dx.doi.org/10.1186/s12955-023-02175-1 |
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