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资源匮乏环境下基于眼动追踪的认知功能评估。

Eye-tracking-based assessment of cognitive function in low-resource settings.

作者信息

Forssman Linda, Ashorn Per, Ashorn Ulla, Maleta Kenneth, Matchado Andrew, Kortekangas Emma, Leppänen Jukka M

机构信息

Tampere Center for Child Health Research, School of Medicine, University of Tampere, Tampere, Finland.

Department of Paediatrics, Tampere University Hospital, Tampere, Finland.

出版信息

Arch Dis Child. 2017 Apr;102(4):301-302. doi: 10.1136/archdischild-2016-310525. Epub 2016 Aug 22.

Abstract

BACKGROUND

Early development of neurocognitive functions in infants can be compromised by poverty, malnutrition and lack of adequate stimulation. Optimal management of neurodevelopmental problems in infants requires assessment tools that can be used early in life, and are objective and applicable across economic, cultural and educational settings.

OBJECTIVE AND DESIGN

The present study examined the feasibility of infrared eye tracking as a novel and highly automated technique for assessing visual-orienting and sequence-learning abilities as well as attention to facial expressions in young (9-month-old) infants. Techniques piloted in a high-resource laboratory setting in Finland (N=39) were subsequently field-tested in a community health centre in rural Malawi (N=40).

RESULTS

Parents' perception of the acceptability of the method (Finland 95%, Malawi 92%) and percentages of infants completing the whole eye-tracking test (Finland 95%, Malawi 90%) were high, and percentages of valid test trials (Finland 69-85%, Malawi 68-73%) satisfactory at both sites. Test completion rates were slightly higher for eye tracking (90%) than traditional observational tests (87%) in Malawi. The predicted response pattern indicative of specific cognitive function was replicated in Malawi, but Malawian infants exhibited lower response rates and slower processing speed across tasks.

CONCLUSIONS

High test completion rates and the replication of the predicted test patterns in a novel environment in Malawi support the feasibility of eye tracking as a technique for assessing infant development in low-resource setting. Further research is needed to the test-retest stability and predictive validity of the eye-tracking scores in low-income settings.

摘要

背景

贫困、营养不良以及缺乏充足的刺激会损害婴儿神经认知功能的早期发育。对婴儿神经发育问题进行最佳管理需要能够在生命早期使用、客观且适用于不同经济、文化和教育背景的评估工具。

目的与设计

本研究检验了红外眼动追踪作为一种新颖且高度自动化的技术用于评估9个月大婴儿的视觉定向和序列学习能力以及对面部表情的注意力的可行性。在芬兰的高资源实验室环境中进行试点的技术(N = 39)随后在马拉维农村的一个社区卫生中心进行了实地测试(N = 40)。

结果

父母对该方法可接受性的感知(芬兰95%,马拉维92%)以及完成整个眼动追踪测试的婴儿百分比(芬兰95%,马拉维90%)都很高,两个地点有效测试试验的百分比(芬兰69 - 85%,马拉维68 - 73%)也令人满意。在马拉维,眼动追踪的测试完成率(90%)略高于传统观察测试(87%)。在马拉维复制了表明特定认知功能的预测反应模式,但马拉维婴儿在各项任务中的反应率较低且处理速度较慢。

结论

高测试完成率以及在马拉维的新环境中复制预测测试模式支持了眼动追踪作为一种在低资源环境中评估婴儿发育的技术的可行性。需要进一步研究以检验低收入环境中眼动追踪分数的重测稳定性和预测效度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/104b/5466915/2b3e44244643/archdischild-2016-310525f01.jpg

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