{"title":"Immigration Narrative and Home Prices","authors":"Stefano Mazzotta","doi":"10.1016/j.jbef.2024.100959","DOIUrl":null,"url":null,"abstract":"<div><p>This study characterizes the relationship between <em>U.S. National Home Prices</em> and <em>Immigration Narrative</em> 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.</p></div>","PeriodicalId":47026,"journal":{"name":"Journal of Behavioral and Experimental Finance","volume":"43 ","pages":"Article 100959"},"PeriodicalIF":4.3000,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Behavioral and Experimental Finance","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2214635024000741","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0
Abstract
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.
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.