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The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis

To provide appropriate and adequate information and support for Asian American breast cancer survivors, it would be essential to identify risk groups among them to target in future cancer education interventions. In this secondary analysis, the characteristics of risk groups within Asian American br...

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Detalles Bibliográficos
Autores principales: Im, Eun-Ok, Yi, Jee-Seon, Chee, Wonshik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838420/
https://www.ncbi.nlm.nih.gov/pubmed/36627471
http://dx.doi.org/10.1007/s13187-022-02260-x
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author Im, Eun-Ok
Yi, Jee-Seon
Chee, Wonshik
author_facet Im, Eun-Ok
Yi, Jee-Seon
Chee, Wonshik
author_sort Im, Eun-Ok
collection PubMed
description To provide appropriate and adequate information and support for Asian American breast cancer survivors, it would be essential to identify risk groups among them to target in future cancer education interventions. In this secondary analysis, the characteristics of risk groups within Asian American breast cancer survivors who had low quality of life were identified using a decision tree analysis. For this analysis, only the pre-test data of 185 women from a parent study were selected. Multiple instruments including the Functional Assessment of Cancer Therapy Scale-Breast Cancer (FACT-B) were used in the parent study. The data were analyzed using descriptive and inferential statistics and decision tree analyses. The decision tree analyses showed six combined characteristics associated with lower quality of life scores than the total mean quality of life scores. For instance, the women with lower quality of life scores (than the total mean quality of life scores) had high perceived barriers (cut point = 1.84), low self-efficacy for coping (cut point = 81.50), and high global symptom distress (cut point = 2.27). Also, the characteristics linked to the lowest quality life scores were different depending on the dimensions of the quality of life. The characteristics associated with the quality of life of Asian American breast cancer survivors need to be considered in future education programs for this specific population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13187-022-02260-x.
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spelling pubmed-98384202023-01-17 The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis Im, Eun-Ok Yi, Jee-Seon Chee, Wonshik J Cancer Educ Article To provide appropriate and adequate information and support for Asian American breast cancer survivors, it would be essential to identify risk groups among them to target in future cancer education interventions. In this secondary analysis, the characteristics of risk groups within Asian American breast cancer survivors who had low quality of life were identified using a decision tree analysis. For this analysis, only the pre-test data of 185 women from a parent study were selected. Multiple instruments including the Functional Assessment of Cancer Therapy Scale-Breast Cancer (FACT-B) were used in the parent study. The data were analyzed using descriptive and inferential statistics and decision tree analyses. The decision tree analyses showed six combined characteristics associated with lower quality of life scores than the total mean quality of life scores. For instance, the women with lower quality of life scores (than the total mean quality of life scores) had high perceived barriers (cut point = 1.84), low self-efficacy for coping (cut point = 81.50), and high global symptom distress (cut point = 2.27). Also, the characteristics linked to the lowest quality life scores were different depending on the dimensions of the quality of life. The characteristics associated with the quality of life of Asian American breast cancer survivors need to be considered in future education programs for this specific population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13187-022-02260-x. Springer US 2023-01-11 /pmc/articles/PMC9838420/ /pubmed/36627471 http://dx.doi.org/10.1007/s13187-022-02260-x Text en © The Author(s) under exclusive licence to American Association for Cancer Education 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
Im, Eun-Ok
Yi, Jee-Seon
Chee, Wonshik
The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis
title The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis
title_full The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis
title_fullStr The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis
title_full_unstemmed The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis
title_short The Characteristics of Asian American Breast Cancer Survivors with Low Quality of Life: a Decision Tree Analysis
title_sort characteristics of asian american breast cancer survivors with low quality of life: a decision tree analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838420/
https://www.ncbi.nlm.nih.gov/pubmed/36627471
http://dx.doi.org/10.1007/s13187-022-02260-x
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