移民叙事与房价

IF 4.3 2区 经济学 Q1 BUSINESS, FINANCE
Stefano Mazzotta
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引用次数: 0

摘要

本研究描述了美国全国房价与电视新闻中描述的移民叙事之间的关系。结合叙事经济学和自然语言处理(NLP)情感分析,我分析了从 2009 年 7 月到 2023 年 12 月期间 196 万份电视新闻记录的大型数据集,以捕捉移民叙事情感。移民叙事情绪与美国房价相关联。移民叙事情绪受到一个标准差的正交冲击,就会格兰杰效应地导致 Case-Shiller 美国全国房价出现统计意义上的、有经济意义的上涨。累计涨幅相当于样本期间平均月度涨幅的 26%。此外,移民叙事情绪的冲击对房价的影响是永久性的,这表明移民叙事包含了标准经济变量无法捕捉到的有关房价的基本信息。相反,没有证据表明房价变化会影响移民叙事。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Immigration Narrative and Home Prices

This study characterizes the relationship between U.S. National Home Prices and Immigration Narrative as portrayed on TV news. Integrating Narrative Economics and Natural Language Processing (NLP) sentiment analysis, I analyze a large dataset of 1.96 million TV news transcripts spanning July 2009 to December 2023 to capture the sentiment of the Immigration Narrative. Immigration Narrative Sentiment and U.S. Home Prices are associated. One standard deviation orthogonalized shock to the sentiment Granger-causes a statistically significant and economically meaningful increase in the Case–Shiller U.S. National Home Price. The cumulative increase is equivalent to about 26 percent of the average monthly change during the sample period. Moreover, the effect of a shock to the Immigration Narrative Sentiment on Home Prices is permanent, suggesting that the Immigration Narrative contains fundamental information about Home Prices not captured by standard economic variables. Conversely, there is no evidence that Home Price variation affects Immigration Narrative.

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来源期刊
CiteScore
13.20
自引率
6.10%
发文量
75
审稿时长
69 days
期刊介绍: Behavioral and Experimental Finance represent lenses and approaches through which we can view financial decision-making. The aim of the journal is to publish high quality research in all fields of finance, where such research is carried out with a behavioral perspective and / or is carried out via experimental methods. It is open to but not limited to papers which cover investigations of biases, the role of various neurological markers in financial decision making, national and organizational culture as it impacts financial decision making, sentiment and asset pricing, the design and implementation of experiments to investigate financial decision making and trading, methodological experiments, and natural experiments. Journal of Behavioral and Experimental Finance welcomes full-length and short letter papers in the area of behavioral finance and experimental finance. The focus is on rapid dissemination of high-impact research in these areas.
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