Reliability and Validity of an Assessment Algorithm to Predict the Coping Skills of 3- to 6-Year-old Children Undergoing Blood Sampling

Shiho Konta, Yukiko Sato
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Abstract

Background: We developed an assessment algorithm to predict the coping skills of children aged 3 to 6 years who undergo blood sampling. The objective of this study was to determine the reliability and validity of this algorithm. Methods: Subjects were 41 children aged 3 to 6 years who were to undergo blood sampling in two hospitals, and their parents. To use the assessment algorithm, we used a questionnaire to obtain the following information from the parent before the child’s blood sampling: the child’s age, whether they had previously undergone blood sampling, and the parent’s prediction regarding the child’s coping behavior. The coping behavior of the children undergoing blood sampling was directly observed and scored by one researcher. In the examination of reliability, two different researchers independently estimated the coping skills of the child using the assessment algorithm based on the parent’s questionnaire, and the estimates were compared. We analyzed the predictive validity of the coping skills estimated by the assessment algorithm and the child’s actual coping behavior during blood sampling. We evaluated the sensitivity according to the number of children for whom the coping skills estimated by the assessment algorithm exceeded those exhibited in actual coping behavior. Results: The coping skills of the children estimated by the two researchers using the assessment algorithm were concordant (kappa = 1.000, p = 0.000). Spearman’s correlation coefficient between the coping skills estimated for the children using the assessment algorithm and their actual coping behavior was very high (r = -0.74, p = 0.000). Because the assessment algorithm we developed estimated a higher level of coping skill than was exhibited in actual coping behavior for five children, its sensitivity was higher than that of any other classification algorithm. Conclusion: Our analysis showed high reliability and validity of the assessment algorithm.
一种预测3 ~ 6岁采血儿童应对技能的评估算法的信度和效度
背景:我们开发了一种评估算法来预测接受血液采样的3至6岁儿童的应对技能。本研究的目的是确定该算法的可靠性和有效性。方法:研究对象为41名3 ~ 6岁的儿童及其父母。为了使用评估算法,我们采用问卷调查的方式,在孩子采血前从父母那里获得以下信息:孩子的年龄,是否曾经采血,以及父母对孩子应对行为的预测。接受抽血儿童的应对行为由一位研究者直接观察并评分。在信度检验中,两位研究者分别使用基于家长问卷的评估算法对儿童的应对技能进行了独立评估,并对评估结果进行了比较。我们分析了评估算法估计的应对技能和儿童在采血过程中的实际应对行为的预测效度。我们根据评估算法估计的应对技能超过实际应对行为的儿童数量来评估敏感性。结果:两名研究者使用评估算法对儿童应对技能的评估结果具有一致性(kappa = 1.000, p = 0.000)。使用评估算法估计的儿童应对技能与实际应对行为的Spearman相关系数非常高(r = -0.74, p = 0.000)。由于我们开发的评估算法估计的应对技能水平高于5名儿童的实际应对行为,因此其敏感性高于任何其他分类算法。结论:分析结果表明,该评估算法具有较高的信度和效度。
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