Emotion and Ageing in Discourse: Do Older People Express More Positive Emotions?

Jialei Li
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Abstract

Abstract Several psychological lab studies have shown that older people feel more positive emotions than younger people. So far, however, there has been little research on whether older people also express more positive emotions in their discourse. This paper reports the findings of sentiment analysis from the Spoken British National Corpus 2014 (Spoken BNC2014) across 10 age groups, with details on eight emotions (anticipation, joy, surprise, trust, anger, disgust, sadness, and fear), followed by structural topic modelling to reveal the thematic concerns of different age groups. This research generally supports earlier psychological lab studies that the older generation’s discourse is more positive than that of the younger generation; however, the findings also show that positive and negative emotions fluctuate over the life span, with pronounced dips in overall positivity in the 20s, 40s, and 60s. Subsequent structural topic modelling explains why people are more positive or negative at certain ages.
话语中的情感与老龄化:老年人会表达更多积极情绪吗?
摘要 多项心理实验室研究表明,老年人比年轻人感受到更多的积极情绪。然而,迄今为止,关于老年人是否也会在他们的话语中表达更多积极情绪的研究还很少。本文报告了对 2014 年英国国家口语语料库(Spoken BNC2014)中 10 个年龄组的情感分析结果,其中包括八种情感(期待、喜悦、惊讶、信任、愤怒、厌恶、悲伤和恐惧)的详细信息,随后通过结构主题建模揭示了不同年龄组的主题关注点。这项研究总体上支持了早先的心理实验室研究,即老一代人的话语比年轻一代人更积极;不过,研究结果也表明,积极和消极情绪在人的一生中会有波动,20 多岁、40 多岁和 60 多岁的人总体积极情绪会明显下降。随后的结构主题建模解释了为什么人们在某些年龄段更积极或更消极。
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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