Giesbrecht Gerald F, Dewey Deborah
Department of Paediatrics, Faculty of Medicine, University of Calgary, Alberta Children's Hospital Research Institute for Child and Maternal Health, Calgary, Alberta Canada.
Departments of Paediatrics and Community Health Sciences, Faculty of Medicine, University of Calgary, Alberta Children's Hospital Research Institute for Child and Maternal Health, Calgary, Alberta Canada.
Early Hum Dev. 2014 Oct;90(10):627-34. doi: 10.1016/j.earlhumdev.2014.08.003. Epub 2014 Aug 27.
The Infant Behavior Questionnaire-Revised (IBQ-R) is a widely used parent report measure of infant temperament. Items marked 'does not apply' (NA) are treated as missing data when calculating scale scores, but the effect of this practice on assessment of infant temperament has not been reported.
To determine the effect of NA responses on assessment of infant temperament and to evaluate the remedy offered by several missing data strategies.
A prospective, community-based longitudinal cohort study.
401 infants who were born>37 weeks of gestation.
Mothers completed the short form of the IBQ-R when infants were 3-months and 6-months of age.
The rate of NA responses at the 3-month assessment was three times as high (22%) as the rate at six months (7%). Internal consistency was appreciably reduced and scale means were inflated in the presence of NA responses, especially at 3-months. The total number of NA items endorsed by individual parents was associated with infant age and parity. None of the missing data strategies completely eliminated problems related to NA responses but the Expectation Maximization algorithm greatly reduced these problems.
The findings suggest that researchers should exercise caution when interpreting results obtained from infants at 3 months of age. Careful selection of scales, selecting a full length version of the IBQ-R, and use of a modern missing data technique may help to maintain the quality of data obtained from very young infants.
修订版婴儿行为问卷(IBQ-R)是一种广泛使用的由家长报告的婴儿气质测量工具。在计算量表分数时,标记为“不适用”(NA)的项目被视为缺失数据,但这种做法对婴儿气质评估的影响尚未见报道。
确定NA回答对婴儿气质评估的影响,并评估几种缺失数据策略所提供的补救方法。
一项基于社区的前瞻性纵向队列研究。
401名孕龄>37周出生的婴儿。
母亲们在婴儿3个月和6个月大时完成IBQ-R的简表。
3个月评估时NA回答的发生率(22%)是6个月时(7%)的3倍。在存在NA回答的情况下,内部一致性明显降低,量表均值被夸大,尤其是在3个月时。个别家长认可的NA项目总数与婴儿年龄及产次有关。没有一种缺失数据策略能完全消除与NA回答相关的问题,但期望最大化算法大大减少了这些问题。
研究结果表明,研究人员在解释3个月大婴儿的研究结果时应谨慎。仔细选择量表、选择IBQ-R的全长版本以及使用现代缺失数据技术可能有助于维持从非常年幼的婴儿获得的数据质量。