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Measurement, analysis and interpretation of examiner reliability in caries experience surveys: some methodological thoughts

机译:龋病经验调查中考官信度的测量,分析和解释:一些方法学上的思考

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Data obtained from calibration exercises are used to assess the level of agreement between examiners (and the benchmark examiner) and/or between repeated examinations by the same examiner in epidemiological surveys or large-scale clinical studies. Agreement can be measured using different techniques: kappa statistic, percentage agreement, dice coefficient, sensitivity and specificity. Each of these methods shows specific characteristics and has its own shortcomings. The aim of this contribution is to critically review techniques for the measurement and analysis of examiner agreement and to illustrate this using data from a recent survey in young children, the Smile for Life project. The above-mentioned agreement measures are influenced (in differing ways and extents) by the unit of analysis (subject, tooth, surface level) and the disease level in the validation sample. These effects are more pronounced for percentage agreement and kappa than for sensitivity and specificity. It is, therefore, important to include information on unit of analysis and disease level (in validation sample) when reporting agreement measures. Also, confidence intervals need to be included since they indicate the reliability of the estimate. When dependency among observations is present [as is the case in caries experience data sets with typical hierarchical structure (surface–tooth–subject)], this will influence the width of the confidence interval and should therefore not be ignored. In this situation, the use of multilevel modelling is necessary. This review clearly shows that there is a need for the development of guidelines for the measurement, interpretation and reporting of examiner reliability in caries experience surveys.
机译:从校准练习中获得的数据用于评估检查员(和基准检查员)之间和/或同一检查员在流行病学调查或大规模临床研究中重复检查之间的一致性水平。可以使用不同的技术来测量一致性:kappa统计量,一致性百分比,骰子系数,敏感性和特异性。这些方法中的每一种都显示出特定的特征并具有其自身的缺点。这项贡献的目的是批判性地审查用于测量和分析检查者同意的技术,并使用来自最近对幼儿的一项调查(生命微笑项目)中的数据来说明这一点。验证样本中的分析单位(受试者,牙齿,表面水平)和疾病水平(不同的方式和程度)会影响上述一致性措施。这些结果对于百分比一致性和κ比对敏感性和特异性更明显。因此,在报告协议措施时,必须包括有关分析单位和疾病水平的信息(在验证样本中),这一点很重要。同样,由于必须包含置信区间,因为它们表明了估计的可靠性。当观测值之间存在依存关系时(就像龋齿经验数据集具有典型的层次结构(表面-牙齿-对象)一样),这将影响置信区间的宽度,因此不应忽略。在这种情况下,必须使用多级建模。这项审查清楚地表明,有必要制定有关龋齿经验调查中测量,解释和报告检查员可靠性的指南。

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