Forward-looking financial risk management and the housing market in the United Kingdom: is there a role for sentiment indicators?

IF 5.7 Q1 BUSINESS, FINANCE
Frederik Kunze, Tobias Basse, Miguel Rodriguez Gonzalez, G. Vornholz
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引用次数: 7

Abstract

PurposeIn the current low-interest market environment, more and more asset managers have started to consider to invest in property markets. To implement adequate and forward-looking risk management procedures, this market should be analyzed in more detail. Therefore, this study aims to examine the housing market data from the UK. More specifically, sentiment data and house prices are examined, using techniques of time-series econometrics suggested by Toda and Yamamoto (1995). The monthly data used in this study is the RICS Housing Market Survey and the Nationwide House Price Index – covering the period from January 2000 to December 2018. Furthermore, the authors also analyze the stability of the implemented Granger causality tests. In sum, the authors found clear empirical evidence for unidirectional Granger causality from sentiment indicator to the house prices index. Consequently, the sentiment indicator can help to forecast property prices in the UK.Design/methodology/approachBy investigating sentiment data for house prices using techniques of time-series econometrics (more specifically the procedure suggested by Toda and Yamamoto, 1995), the research question whether sentiment indicators can be helpful to predict property prices in the UK is analyzed empirically.FindingsThe empirical results show that the RICS Housing Market Survey can help to predict the house prices in the UK.Practical implicationsGiven these findings, the information provided by property market sentiment indicators certainly should be used in a forward-looking early warning system for house prices in the UK.Originality/valueTo authors’ knowledge, this is the first paper that uses the procedure suggested by Toda and Yamaoto to search for suitable early warning indicators for investors in UK real estate assets.
前瞻性金融风险管理和英国房地产市场:情绪指标是否有作用?
目的在当前的低利率市场环境下,越来越多的资产管理公司开始考虑投资房地产市场。为了实施充分和前瞻性的风险管理程序,应对该市场进行更详细的分析。因此,本研究旨在检验英国的住房市场数据。更具体地说,使用Toda和Yamamoto(1995)提出的时间序列计量经济学技术,检验情绪数据和房价。本研究中使用的月度数据是RICS住房市场调查和全国房价指数,涵盖2000年1月至2018年12月。此外,作者还分析了已实现的Granger因果关系检验的稳定性。总之,作者发现了从情绪指标到房价指数的单向格兰杰因果关系的明确经验证据。因此,情绪指标可以帮助预测英国的房地产价格。设计/方法/方法通过使用时间序列计量经济学技术(更具体地说,Toda和Yamamoto,1995提出的程序)调查房价的情绪数据,实证分析了情绪指标是否有助于预测英国房地产价格的研究问题。发现实证结果表明,RICS住房市场调查有助于预测英国的房价。实际意义鉴于这些发现,房地产市场情绪指标提供的信息当然应该用于英国房价的前瞻性预警系统,这是第一篇使用Toda和Yamato建议的程序为英国房地产资产投资者寻找合适的预警指标的论文。
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
Journal of Risk Finance
Journal of Risk Finance BUSINESS, FINANCE-
CiteScore
6.20
自引率
6.70%
发文量
37
期刊介绍: The Journal of Risk Finance provides a rigorous forum for the publication of high quality peer-reviewed theoretical and empirical research articles, by both academic and industry experts, related to financial risks and risk management. Articles, including review articles, empirical and conceptual, which display thoughtful, accurate research and be rigorous in all regards, are most welcome on the following topics: -Securitization; derivatives and structured financial products -Financial risk management -Regulation of risk management -Risk and corporate governance -Liability management -Systemic risk -Cryptocurrency and risk management -Credit arbitrage methods -Corporate social responsibility and risk management -Enterprise risk management -FinTech and risk -Insurtech -Regtech -Blockchain and risk -Climate change and risk
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