Biostatistics and Epidemiology Unit, Assistance Publique-Hôpitaux de Paris, Hôtel Dieu, Paris, France.
Health Qual Life Outcomes. 2013 Mar 13;11:44. doi: 10.1186/1477-7525-11-44.
Health-related quality of life (HRQoL) measures are increasingly used in the general population. However, little is known about patterns and determinants of unanswered or unusable questionnaires and their consequences on estimates of HRQoL.
The 2003 Decennial Health Survey collected socio-demographic and health information, including HRQoL, for 30,782 adults representative of the French population. The pattern, determinants and impact on estimate validity of non, incomplete and inconsistent responses to the SF-36 questionnaire were determined. For this, phi coefficients, polytomous logistic regression models and multiple imputation methods were used.
Only 48% of the subjects eligible for the HRQoL measurement provided a complete and consistent SF-36 questionnaire. Three patterns of non-response and five of partial (incomplete or inconsistent) response were identified, sharing largely similar socio-demographic profiles (higher age, lower educational level and economic status, foreign background, and isolated). The consequences of non and partial responses on HRQoL estimates were large in several groups of subjects although these biases ran in opposite directions and partially neutralized each other.
When measuring HRQoL in the general population, missing and inconsistent data are frequent, especially in elderly, educationally and socio-economically deprived, foreign and isolated groups. Methods for handling missing data are required to correct for potentially the associated and serious selection and non-differential information biases in studies targeting or investigating these groups.
健康相关生活质量(HRQoL)的衡量标准在一般人群中越来越多地被使用。然而,对于未回答或无法使用的问卷的模式和决定因素以及它们对 HRQoL 估计的影响知之甚少。
2003 年的十年健康调查收集了 30782 名具有代表性的法国人口的社会人口学和健康信息,包括 HRQoL。确定了 SF-36 问卷未回答、不完整和不一致反应的模式、决定因素及其对估计有效性的影响。为此,使用了 phi 系数、多项式逻辑回归模型和多重插补方法。
只有 48%符合 HRQoL 测量条件的受试者提供了完整且一致的 SF-36 问卷。确定了三种无应答模式和五种部分(不完整或不一致)应答模式,它们具有相似的社会人口统计学特征(年龄较大、教育程度和经济地位较低、外国背景和孤立)。尽管这些偏差的方向相反,但在多个受试者群体中,无应答和部分应答对 HRQoL 估计的影响很大,部分中和了彼此的影响。
在一般人群中测量 HRQoL 时,缺失和不一致的数据很常见,尤其是在老年人、教育程度和社会经济地位较低、外国人和孤立的群体中。需要使用处理缺失数据的方法来纠正针对或调查这些群体的研究中可能存在的严重选择和非差异信息偏差。