{"title":"全球经济收缩、气候变化和黄金市场波动:GARCH-MIDAS 方法","authors":"Afees A. Salisu, Dinci J. Penzin, Xuan Vinh Vo","doi":"10.1111/1467-8454.12369","DOIUrl":null,"url":null,"abstract":"<p>Our paper has two main objectives. First, we aim to investigate the relationship between global economic contraction (GECON) and the return volatility of gold. Second, we examine the role of climate change as a mediator in this connection. To achieve this, we use the GARCH-MIDAS model, which accommodates data in different frequencies in the same model. This prevents the loss of important information when aggregating high-frequency data to lower-frequency data. We also use alternative measures of GECON from Kilian and Zhou (<i>Journal of International Money and Finance</i>, 2018; <i>88</i>, 54–78) and Baumeister et al. (<i>Review of Economics and Statistics</i>, 2020;<i>104</i>(4), 828–844) to ensure the robustness of our findings. Our results show that global economic contraction positively impacts the return volatility of gold. Additionally, our findings confirm that the increased uncertainty caused by climate change makes gold a safe haven for investors. This means that gold's return volatility is not negatively impacted by the rising level of uncertainty caused by climate-induced contraction. Moreover, we note that the index of GECON that accommodates more dynamics can produce more accurate predictability for gold market volatility. Our analysis of stock market volatility further confirms that gold has a safe haven potential relative to the stock market.</p>","PeriodicalId":46169,"journal":{"name":"Australian Economic Papers","volume":"63 4","pages":"712-728"},"PeriodicalIF":1.2000,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Global economic contraction, climate change and the gold market volatility: A GARCH-MIDAS approach\",\"authors\":\"Afees A. Salisu, Dinci J. Penzin, Xuan Vinh Vo\",\"doi\":\"10.1111/1467-8454.12369\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Our paper has two main objectives. First, we aim to investigate the relationship between global economic contraction (GECON) and the return volatility of gold. Second, we examine the role of climate change as a mediator in this connection. To achieve this, we use the GARCH-MIDAS model, which accommodates data in different frequencies in the same model. This prevents the loss of important information when aggregating high-frequency data to lower-frequency data. We also use alternative measures of GECON from Kilian and Zhou (<i>Journal of International Money and Finance</i>, 2018; <i>88</i>, 54–78) and Baumeister et al. (<i>Review of Economics and Statistics</i>, 2020;<i>104</i>(4), 828–844) to ensure the robustness of our findings. Our results show that global economic contraction positively impacts the return volatility of gold. Additionally, our findings confirm that the increased uncertainty caused by climate change makes gold a safe haven for investors. This means that gold's return volatility is not negatively impacted by the rising level of uncertainty caused by climate-induced contraction. Moreover, we note that the index of GECON that accommodates more dynamics can produce more accurate predictability for gold market volatility. Our analysis of stock market volatility further confirms that gold has a safe haven potential relative to the stock market.</p>\",\"PeriodicalId\":46169,\"journal\":{\"name\":\"Australian Economic Papers\",\"volume\":\"63 4\",\"pages\":\"712-728\"},\"PeriodicalIF\":1.2000,\"publicationDate\":\"2024-06-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Australian Economic Papers\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/1467-8454.12369\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Australian Economic Papers","FirstCategoryId":"96","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/1467-8454.12369","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
Global economic contraction, climate change and the gold market volatility: A GARCH-MIDAS approach
Our paper has two main objectives. First, we aim to investigate the relationship between global economic contraction (GECON) and the return volatility of gold. Second, we examine the role of climate change as a mediator in this connection. To achieve this, we use the GARCH-MIDAS model, which accommodates data in different frequencies in the same model. This prevents the loss of important information when aggregating high-frequency data to lower-frequency data. We also use alternative measures of GECON from Kilian and Zhou (Journal of International Money and Finance, 2018; 88, 54–78) and Baumeister et al. (Review of Economics and Statistics, 2020;104(4), 828–844) to ensure the robustness of our findings. Our results show that global economic contraction positively impacts the return volatility of gold. Additionally, our findings confirm that the increased uncertainty caused by climate change makes gold a safe haven for investors. This means that gold's return volatility is not negatively impacted by the rising level of uncertainty caused by climate-induced contraction. Moreover, we note that the index of GECON that accommodates more dynamics can produce more accurate predictability for gold market volatility. Our analysis of stock market volatility further confirms that gold has a safe haven potential relative to the stock market.
期刊介绍:
Australian Economic Papers publishes innovative and thought provoking contributions that extend the frontiers of the subject, written by leading international economists in theoretical, empirical and policy economics. Australian Economic Papers is a forum for debate between theorists, econometricians and policy analysts and covers an exceptionally wide range of topics on all the major fields of economics as well as: theoretical and empirical industrial organisation, theoretical and empirical labour economics and, macro and micro policy analysis.