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Is Nike female? Exploring the role of sound symbolism in predicting brand name gender

机译:耐克是女性吗?探索声音象征在预测品牌性别中的作用

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Are brand names such as Nike female or male? Previous research suggests that the sound of a person's first name is associated with the person's gender, but no research has tried to use this knowledge to assess the gender of brand names. We present a simple computational approach that uses sound symbolism to address this open issue. Consistent with previous research, a model trained on various linguistic features of name endings predicts human gender with high accuracy. Applying this model to a data set of over a thousand commercially-traded brands in 17 product categories, our results reveal an overall bias toward male names, cutting across both male-oriented product categories as well as female-oriented categories. In addition, we find variation within categories, suggesting that firms might be seeking to imbue their brands with differentiating characteristics as part of their competitive strategy.
机译:耐克(Nike)等品牌是女性还是男性?先前的研究表明,一个人的名字的发音与该人的性别有关,但是没有研究尝试使用这种知识来评估品牌名称的性别。我们提出了一种简单的计算方法,该方法使用声音符号来解决此公开问题。与先前的研究一致,对名称结尾的各种语言特征进行训练的模型可以高度准确地预测性别。将这种模型应用于来自17个产品类别的一千多个商业交易品牌的数据集,我们的结果表明,男性名称总体偏向,既涵盖面向男性的产品类别,也涵盖面向女性的类别。此外,我们发现类别之间存在差异,这表明公司可能正在寻求使其品牌具有差异化特征,这是其竞争策略的一部分。

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