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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...

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Autores principales: Fasola, Salvatore, Malizia, Velia, Ferrante, Giuliana, Licari, Amelia, Montalbano, Laura, Cilluffo, Giovanna, La Grutta, Stefania
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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