Barton Christopher A, McKenzie Dean P, Walters E Haydn, Abramson Michael J
Department of Epidemiology and Preventive Medicine, Monash University, Victoria, Australia.
J Asthma. 2005 May;42(4):249-56. doi: 10.1081/jas-200057881.
Adjustment for psychosocial and family problems is common in epidemiological research. Recursive partitioning algorithms, such as CHi Square Automatic Interaction Detection (CHAID), can be used to explore complex interactions between these factors and predictor and outcome variables. We investigated the nature of interactions between asthma management variables and psychosocial problems and how these interactions changed the risk of asthma mortality; 50 cases of asthma death and 201 emergency department controls were recruited. A validated questionnaire was used to collect data. An extended version of CHAID was used to identify statistically significant (p < or = 0.05) interactions controlling for asthma severity. Family problems were associated with increased risk of mortality for patients aged > 31 years (OR = 6.5; 95% CI 2.6-16.1) but not for younger patients. Males were at increased risk overall, but females with family problems (OR = 4.3; 95% CI 1.7-10.7) were at greater risk then males (OR = 3.1; 95% CI 1.2-7.9) with family problems. Alcohol use increased risk of mortality for individuals with verbal instructions (OR = 5.4; 95% CI 1.5-19.5) or without a written action plan (OR = 4.4; 95% CI 1.0-19.4). Individuals with severe asthma and who reported having lung function tests were at increased risk for mortality if family (OR = 8.2; 95% CI 1.6-41.6) or financial problems (OR = 11.5; 95% CI 2.0-65.9) were present. This analysis highlights some important interactions and the magnitude of additional risk for mortality associated with psychosocial or family problems. Psychosocial problems need to be identified and addressed as part of asthma management, because even with best practice, these problems place patients at an increased risk of dying.
在流行病学研究中,对心理社会和家庭问题进行调整很常见。递归划分算法,如卡方自动交互检测(CHAID),可用于探索这些因素与预测变量和结果变量之间的复杂相互作用。我们研究了哮喘管理变量与心理社会问题之间相互作用的性质,以及这些相互作用如何改变哮喘死亡率风险;招募了50例哮喘死亡病例和201例急诊科对照。使用经过验证的问卷收集数据。使用CHAID的扩展版本来识别控制哮喘严重程度的具有统计学意义(p≤0.05)的相互作用。家庭问题与31岁以上患者的死亡风险增加相关(OR = 6.5;95% CI 2.6 - 16.1),但与年轻患者无关。总体而言,男性的风险增加,但有家庭问题的女性(OR = 4.3;95% CI 1.7 - 10.7)比有家庭问题的男性(OR = 3.1;95% CI 1.2 - 7.9)风险更高。对于接受口头指导的个体(OR = 5.4;95% CI 1.5 - 19.5)或没有书面行动计划的个体(OR = 4.4;95% CI 1.0 - 19.4),饮酒会增加死亡风险。患有严重哮喘且报告进行过肺功能测试的个体,如果存在家庭(OR = 8.2;95% CI 1.6 - 41.6)或经济问题(OR = 11.5;95% CI 2.0 - 65.9),则死亡风险增加。该分析突出了一些重要相互作用以及与心理社会或家庭问题相关的额外死亡风险程度。心理社会问题需要作为哮喘管理的一部分加以识别和解决,因为即使采用最佳实践,这些问题也会使患者面临更高的死亡风险。