Institute of Translational Pharmacology, National Research Council, 90146 Palermo, Italy.
Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, Pediatric Division, University of Verona, 37134 Verona, Italy.
Int J Environ Res Public Health. 2022 Feb 22;19(5):2539. doi: 10.3390/ijerph19052539.
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%, = 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%, = 0.004). Children in Class 2 more frequently had fully controlled asthma (36.7% vs. 25.9%, = 0.015) and hospitalizations for attacks in the previous 12 months (24.2% vs. 10.7%, = 0.003). LCA can help discover underlying mother profiles and plan targeted educational interventions.
母亲对儿童哮喘的认识会影响管理实践和疾病控制,但由于缺乏金标准,验证知识/实践问卷较为困难。我们假设潜在类别分析(LCA)可以帮助识别具有相似知识/实践的潜在母亲特征。共有 438 名哮喘患儿的母亲回答了一份知识/实践问卷。使用知识/实践问卷的答案作为显变量,LCA 确定了两个类别:类别 1,“知识匮乏”(33%);类别 2,“知识良好”(67%)。分类准确率为 0.96。类别 2 中的母亲更有可能意识到哮喘恶化的因素和发作的迹象。类别 1 中的母亲更有可能预防接触烟草烟雾(91.1%比 78.8%,= 0.005)。对于发作,类别 2 中的母亲更有可能去急诊室并遵循哮喘行动计划。类别 2 中的母亲更常具有较高的教育水平(79.5%比 65.2%,= 0.004)。类别 2 中的孩子更常患有完全控制的哮喘(36.7%比 25.9%,= 0.015)和过去 12 个月因发作住院(24.2%比 10.7%,= 0.003)。LCA 可以帮助发现潜在的母亲特征,并计划有针对性的教育干预措施。