Comparing the hedge and safe haven properties of individual commodities for China and United States equity sectors

IF 1.3 Q3 ECONOMICS
Asima Siddique
{"title":"Comparing the hedge and safe haven properties of individual commodities for China and United States equity sectors","authors":"Asima Siddique","doi":"10.1108/jfep-02-2024-0057","DOIUrl":null,"url":null,"abstract":"Purpose\nThe purpose of this paper is to scrutinize the safe haven benefits of 13 individual commodities for the USA and Chinese equity sectors during the financial turmoil period. Therefore, sectoral investors in the USA and China could invest in those specific commodities that provide stable returns during the health crisis and financial turmoil periods.\n\nDesign/methodology/approach\nThe daily data spans from February 1, 2015, to July 28, 2022. The present study applies several different approaches to analyzing the data set. The author apply the cross-quantilogram (C.Q) methodology to capture the lead-lag bivariate quantile interdependence between two stationary time series variables during the bearish, bullish and normal periods. Then the study used the hedging effectiveness (HE) and conditional diversification benefits (CDB) approaches to capture the hedging and diversification benefits of commodity classes and individual commodities.\n\nFindings\nThe noteworthy findings of the quantilogram methodology reveal that livestock and agriculture commodities serve as better refuges as compared to the precious metals and energy index in both countries. On average, precious metals failed to serve as safe haven investments for the USA and Chinese equity market sectors. All energy commodities except soybean oil had strong comovements with China and the US equity sectors during bearish, bullish and normal periods. Lean hogs, fiddler cattle and live cattle are perfect hedging assets for both countries due to the presence of blue color at normal and bullish periods in all C.Q heat-maps. The HE table depicts that commodity indices and individual commodities failed to serve as hedging assets for the Chinese equity sectors. But commodities are semistrong hedging assets for the US equity sectors and the S&P 500 due to the average HE values being 0.7 and above. The CDB values depict that precious metals provide diversification benefits in both equity markets.\n\nPractical implications\nThe present study results have important implications for equity sector investors of the USA and China in suggesting particular commodity during the financial turmoil period. During the bearish market condition, risk averse equity sector investors can invest in livestock commodities and agriculture commodities, due to their relatively stable returns. In addition, policymakers can use the analysis insights to formulate policy tools and monitoring mechanisms, effectively mitigating the unfavorable effects arising from asymmetric dependence between commodities and equity sectors during the upper tail, middle and lower tail. Policymakers can suggest equity investors to invest in which commodity during extreme conditions.\n\nOriginality/value\nThe current study has the following points of originality. First, to the best of the author’s knowledge, this is the first study to investigate the individual commodities’ roles as safe havens taken from all four major commodity classes. More importantly, it is also noticeable that the safe haven abilities of commodities are usually tested for the stock market, but the equity sectors are ignored. Therefore, the present study used both stock market and sectoral indices data.\n","PeriodicalId":45556,"journal":{"name":"Journal of Financial Economic Policy","volume":null,"pages":null},"PeriodicalIF":1.3000,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Financial Economic Policy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/jfep-02-2024-0057","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose The purpose of this paper is to scrutinize the safe haven benefits of 13 individual commodities for the USA and Chinese equity sectors during the financial turmoil period. Therefore, sectoral investors in the USA and China could invest in those specific commodities that provide stable returns during the health crisis and financial turmoil periods. Design/methodology/approach The daily data spans from February 1, 2015, to July 28, 2022. The present study applies several different approaches to analyzing the data set. The author apply the cross-quantilogram (C.Q) methodology to capture the lead-lag bivariate quantile interdependence between two stationary time series variables during the bearish, bullish and normal periods. Then the study used the hedging effectiveness (HE) and conditional diversification benefits (CDB) approaches to capture the hedging and diversification benefits of commodity classes and individual commodities. Findings The noteworthy findings of the quantilogram methodology reveal that livestock and agriculture commodities serve as better refuges as compared to the precious metals and energy index in both countries. On average, precious metals failed to serve as safe haven investments for the USA and Chinese equity market sectors. All energy commodities except soybean oil had strong comovements with China and the US equity sectors during bearish, bullish and normal periods. Lean hogs, fiddler cattle and live cattle are perfect hedging assets for both countries due to the presence of blue color at normal and bullish periods in all C.Q heat-maps. The HE table depicts that commodity indices and individual commodities failed to serve as hedging assets for the Chinese equity sectors. But commodities are semistrong hedging assets for the US equity sectors and the S&P 500 due to the average HE values being 0.7 and above. The CDB values depict that precious metals provide diversification benefits in both equity markets. Practical implications The present study results have important implications for equity sector investors of the USA and China in suggesting particular commodity during the financial turmoil period. During the bearish market condition, risk averse equity sector investors can invest in livestock commodities and agriculture commodities, due to their relatively stable returns. In addition, policymakers can use the analysis insights to formulate policy tools and monitoring mechanisms, effectively mitigating the unfavorable effects arising from asymmetric dependence between commodities and equity sectors during the upper tail, middle and lower tail. Policymakers can suggest equity investors to invest in which commodity during extreme conditions. Originality/value The current study has the following points of originality. First, to the best of the author’s knowledge, this is the first study to investigate the individual commodities’ roles as safe havens taken from all four major commodity classes. More importantly, it is also noticeable that the safe haven abilities of commodities are usually tested for the stock market, but the equity sectors are ignored. Therefore, the present study used both stock market and sectoral indices data.
比较个别商品对中国和美国股票部门的避险和安全属性
目的本文旨在研究在金融风暴期间,13种商品对美国和中国股票部门的避险效益。因此,美国和中国的行业投资者可以投资于那些在健康危机和金融动荡时期能够提供稳定回报的特定商品。本研究采用了几种不同的方法来分析数据集。作者采用交叉量纲图(C.Q)方法来捕捉两个静态时间序列变量在熊市、牛市和正常时期的前导-滞后双变量量纲相互依存关系。然后,研究使用套期保值有效性(HE)和条件多样化收益(CDB)方法来捕捉商品类别和单个商品的套期保值和多样化收益。研究结果值得注意的是,量化图方法的研究结果表明,在这两个国家,与贵金属和能源指数相比,牲畜和农业商品是更好的避险工具。平均而言,贵金属未能成为美国和中国股市的避风港。在熊市、牛市和正常时期,除豆油外,所有能源商品与中国和美国股市都有很强的相关性。在所有 C.Q 热图中,瘦肉型生猪、育肥牛和活牛在正常和看涨时期均呈蓝色,因此它们是两国完美的对冲资产。HE 表显示,商品指数和单个商品未能成为中国股票部门的对冲资产。但由于平均 HE 值在 0.7 及以上,大宗商品成为美国股票板块和标准普尔 500 指数的半对冲资产。本研究结果对美国和中国的股票投资者在金融动荡时期选择特定商品具有重要意义。在熊市中,规避风险的股票投资者可以投资畜牧商品和农业商品,因为它们的收益相对稳定。此外,政策制定者可以利用分析结果制定政策工具和监督机制,有效缓解大宗商品和股票在上尾部、中尾部和下尾部的不对称依赖所带来的不利影响。决策者可以建议股票投资者在极端情况下投资于哪种商品。首先,据笔者所知,这是第一项从四大类商品中选取个别商品作为避风港进行研究的研究。更重要的是,我们还注意到,商品的避险能力通常是针对股票市场进行检验的,但股票部门却被忽略了。因此,本研究同时使用了股票市场和行业指数数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
2.80
自引率
8.30%
发文量
13
期刊介绍: The Journal of Financial Economic Policy publishes high quality peer reviewed research on financial economic policy issues. The journal is devoted to the advancement of the understanding of the entire spectrum of financial policy and control issues and their interactions to economic phenomena. Economic and financial phenomena involve complex trade-offs and linkages between various types of risk factors and variables of interest to policy makers and market participants alike. Market participants such as economic policy makers, regulators, banking and competition supervisors, corporations and financial institutions, require timely and robust answers to the contemporary and emerging policy questions. In turn, such answers require thorough input by the academics, policy makers and practitioners alike. The Journal of Financial Economic Policy provides the forum to satisfy this need. The journal publishes and invites concise papers to enable a prompt response to current and emerging policy affairs.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信