Development of a tool for infant facial emotion recognition (InFER) for postpartum mothers with mental illnesses

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Makarand V. Pantoji, Sundarnag Ganjekar, Urvakhsh Meherwan Mehta, Prabha S. Chandra, Harish Thippeswamy
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Abstract

Understanding deficits in recognition of infant emotions in mothers with mental illnesses is limited by the lack of validated instruments. We present the development and content validation of the infant facial emotion recognition tool (InFER) in India to examine the ability of mothers to detect the infants' emotions. A total of 164 images of infant faces in various emotional states were gathered from the parents of four infants (two male and two female: up to 12 months old). Infant emotion in each image was identified by the respective mother. Content validation was carried out by 21 experts. Images with ≥70% concordance among experts were selected. The newly developed tool, InFER, consists of a total 39 infant images representing the six basic emotions. This tool was then administered among mothers during their postpartum period—10 healthy mothers and 10 mothers who had remitted from any schizophrenia spectrum disorder, bipolar affective disorder or major depressive disorder. The mean age and mean years of education for both groups were comparable (age∼25 years, education ∼15 years). A significant difference was found between the two groups in their ability to recognize infant emotions (Mann–Whitney U = 12.5; p = 0.004). InFER is a promising tool in Indian settings for understanding maternal recognition of infant emotions.

为患有精神疾病的产后母亲开发婴儿面部情绪识别工具(InFER)。
由于缺乏经过验证的工具,人们对患有精神疾病的母亲在识别婴儿情绪方面的缺陷的了解受到了限制。我们介绍了印度婴儿面部情绪识别工具(InFER)的开发和内容验证情况,以考察母亲识别婴儿情绪的能力。我们从四名婴儿(两男两女,12 个月以下)的父母那里收集了总共 164 张婴儿面部各种情绪状态的图像。每张图片中的婴儿情绪均由相应的母亲识别。内容验证由 21 位专家进行。专家一致度≥70%的图像被选中。新开发的工具 "InFER "由总共 39 幅代表六种基本情绪的婴儿图像组成。然后对产后的母亲进行了测试,其中包括 10 名健康母亲和 10 名精神分裂症谱系障碍、双相情感障碍或重度抑郁障碍缓解的母亲。两组母亲的平均年龄和平均受教育年限相当(年龄∼25 岁,受教育年限∼15 年)。两组在识别婴儿情绪的能力上存在明显差异(Mann-Whitney U = 12.5; p = 0.004)。在印度环境中,InFER 是了解母亲识别婴儿情绪的一个很有前途的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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