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Asthma-Related Knowledge and Practices among Mothers of Asthmatic Children: A Latent Class Analysis
Mothers’ knowledge about childhood asthma influences management practices and disease control, but validating knowledge/practice questionnaires is difficult due to the lack of a gold standard. We hypothesized that Latent Class Analysis (LCA) could help identify underlying mother profiles with simila...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8909612/ https://www.ncbi.nlm.nih.gov/pubmed/35270232 http://dx.doi.org/10.3390/ijerph19052539 |
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author | Fasola, Salvatore Malizia, Velia Ferrante, Giuliana Licari, Amelia Montalbano, Laura Cilluffo, Giovanna La Grutta, Stefania |
author_facet | Fasola, Salvatore Malizia, Velia Ferrante, Giuliana Licari, Amelia Montalbano, Laura Cilluffo, Giovanna La Grutta, Stefania |
author_sort | Fasola, Salvatore |
collection | PubMed |
description | Mothers’ knowledge about childhood asthma influences management practices and disease control, but validating knowledge/practice questionnaires is difficult due to the lack of a gold standard. We hypothesized that Latent Class Analysis (LCA) could help identify underlying mother profiles with similar knowledge/practices. A total of 438 mothers of asthmatic children answered a knowledge/practice questionnaire. Using answers to the knowledge/practice questionnaire as manifest variables, LCA identified two classes: Class 1, “poor knowledge” (33%); Class 2, “good knowledge” (67%). Classification accuracy was 0.96. Mothers in Class 2 were more likely to be aware of asthma-worsening factors and indicators of attacks. Mothers in Class 1 were more likely to prevent exposure to tobacco smoke (91.1% vs. 78.8%, p = 0.005). For attacks, mothers in Class 2 were more likely to go to the emergency department and follow the asthma action plan. Mothers in Class 2 more frequently had a high education level (79.5% vs. 65.2%, p = 0.004). Children in Class 2 more frequently had fully controlled asthma (36.7% vs. 25.9%, p = 0.015) and hospitalizations for attacks in the previous 12 months (24.2% vs. 10.7%, p = 0.003). LCA can help discover underlying mother profiles and plan targeted educational interventions. |
format | Online Article Text |
id | pubmed-8909612 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89096122022-03-11 Asthma-Related Knowledge and Practices among Mothers of Asthmatic Children: A Latent Class Analysis Fasola, Salvatore Malizia, Velia Ferrante, Giuliana Licari, Amelia Montalbano, Laura Cilluffo, Giovanna La Grutta, Stefania Int J Environ Res Public Health Article Mothers’ knowledge about childhood asthma influences management practices and disease control, but validating knowledge/practice questionnaires is difficult due to the lack of a gold standard. We hypothesized that Latent Class Analysis (LCA) could help identify underlying mother profiles with similar knowledge/practices. A total of 438 mothers of asthmatic children answered a knowledge/practice questionnaire. Using answers to the knowledge/practice questionnaire as manifest variables, LCA identified two classes: Class 1, “poor knowledge” (33%); Class 2, “good knowledge” (67%). Classification accuracy was 0.96. Mothers in Class 2 were more likely to be aware of asthma-worsening factors and indicators of attacks. Mothers in Class 1 were more likely to prevent exposure to tobacco smoke (91.1% vs. 78.8%, p = 0.005). For attacks, mothers in Class 2 were more likely to go to the emergency department and follow the asthma action plan. Mothers in Class 2 more frequently had a high education level (79.5% vs. 65.2%, p = 0.004). Children in Class 2 more frequently had fully controlled asthma (36.7% vs. 25.9%, p = 0.015) and hospitalizations for attacks in the previous 12 months (24.2% vs. 10.7%, p = 0.003). LCA can help discover underlying mother profiles and plan targeted educational interventions. MDPI 2022-02-22 /pmc/articles/PMC8909612/ /pubmed/35270232 http://dx.doi.org/10.3390/ijerph19052539 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fasola, Salvatore Malizia, Velia Ferrante, Giuliana Licari, Amelia Montalbano, Laura Cilluffo, Giovanna La Grutta, Stefania Asthma-Related Knowledge and Practices among Mothers of Asthmatic Children: A Latent Class Analysis |
title | Asthma-Related Knowledge and Practices among Mothers of Asthmatic Children: A Latent Class Analysis |
title_full | Asthma-Related Knowledge and Practices among Mothers of Asthmatic Children: A Latent Class Analysis |
title_fullStr | Asthma-Related Knowledge and Practices among Mothers of Asthmatic Children: A Latent Class Analysis |
title_full_unstemmed | Asthma-Related Knowledge and Practices among Mothers of Asthmatic Children: A Latent Class Analysis |
title_short | Asthma-Related Knowledge and Practices among Mothers of Asthmatic Children: A Latent Class Analysis |
title_sort | asthma-related knowledge and practices among mothers of asthmatic children: a latent class analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8909612/ https://www.ncbi.nlm.nih.gov/pubmed/35270232 http://dx.doi.org/10.3390/ijerph19052539 |
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