Asymmetric risk contagion effect of the interaction between the real economy and the financial sector—an analysis based on the domestic commodity price index
Abstract As the uncertainty of the global economy intensifies, domestic real economy risks and financial risks may interact and worsen under international risk shocks. Commodity prices are an important channel for transmitting international economic and financial risks. Taking January 2007 to July 2...
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| Format: | Article |
| Language: | English |
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SpringerOpen
2025-01-01
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| Series: | Financial Innovation |
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| Online Access: | https://doi.org/10.1186/s40854-024-00735-y |
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| author | Quan Yonghui Miao Wenlong |
| author_facet | Quan Yonghui Miao Wenlong |
| author_sort | Quan Yonghui |
| collection | DOAJ |
| description | Abstract As the uncertainty of the global economy intensifies, domestic real economy risks and financial risks may interact and worsen under international risk shocks. Commodity prices are an important channel for transmitting international economic and financial risks. Taking January 2007 to July 2021 as the sample period and using data from nine commodity price indices and banking, diversified finance, and insurance industry indices, this article uses rolling regression method to construct different commodity price risk and financial sector risk indicators. Combined with a vector autoregressive model, the risk contagion effect is calculated. The analysis indicates that there exist significant asymmetric risk contagion effects between various commodities (with energy and steel having the largest risk spillover effects) and there are significant net risk spillover effects on financial sectors (with insurance having the largest risk spillover effect). There are asymmetric risk contagion effects among different financial sectors, with varying degrees of risk spillover effects on commodity prices (with the banking sector having the greatest risk spillover effects on commodity prices and other financial sectors, and diversified finance having the greatest risk spillover effect on commodities). During major global financial events, the risk spillover effects of commodities and input effects increase significantly due to the intensification of the risk spillover effects of energy, steel, and nonferrous metals. The risk spillover effect between commodities and the overall risk spillover effect have significantly increased. The financial sector’s overall net risk input effect has increased, while the net risk input effect of the insurance sector has also increased. These findings are significant for improving systemic financial risk monitoring indicators and adopting accurate prevention and control measures. |
| format | Article |
| id | doaj-art-ed93c3fed6e84b189beb8adc7246501d |
| institution | Kabale University |
| issn | 2199-4730 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Financial Innovation |
| spelling | doaj-art-ed93c3fed6e84b189beb8adc7246501d2025-01-12T12:36:21ZengSpringerOpenFinancial Innovation2199-47302025-01-0111112610.1186/s40854-024-00735-yAsymmetric risk contagion effect of the interaction between the real economy and the financial sector—an analysis based on the domestic commodity price indexQuan Yonghui0Miao Wenlong1School of Economics and Finance of Xi’an Jiaotong UniversityInternational Business School of Shaanxi Normal UniversityAbstract As the uncertainty of the global economy intensifies, domestic real economy risks and financial risks may interact and worsen under international risk shocks. Commodity prices are an important channel for transmitting international economic and financial risks. Taking January 2007 to July 2021 as the sample period and using data from nine commodity price indices and banking, diversified finance, and insurance industry indices, this article uses rolling regression method to construct different commodity price risk and financial sector risk indicators. Combined with a vector autoregressive model, the risk contagion effect is calculated. The analysis indicates that there exist significant asymmetric risk contagion effects between various commodities (with energy and steel having the largest risk spillover effects) and there are significant net risk spillover effects on financial sectors (with insurance having the largest risk spillover effect). There are asymmetric risk contagion effects among different financial sectors, with varying degrees of risk spillover effects on commodity prices (with the banking sector having the greatest risk spillover effects on commodity prices and other financial sectors, and diversified finance having the greatest risk spillover effect on commodities). During major global financial events, the risk spillover effects of commodities and input effects increase significantly due to the intensification of the risk spillover effects of energy, steel, and nonferrous metals. The risk spillover effect between commodities and the overall risk spillover effect have significantly increased. The financial sector’s overall net risk input effect has increased, while the net risk input effect of the insurance sector has also increased. These findings are significant for improving systemic financial risk monitoring indicators and adopting accurate prevention and control measures.https://doi.org/10.1186/s40854-024-00735-ySystemic financial riskCommodity riskContagion |
| spellingShingle | Quan Yonghui Miao Wenlong Asymmetric risk contagion effect of the interaction between the real economy and the financial sector—an analysis based on the domestic commodity price index Financial Innovation Systemic financial risk Commodity risk Contagion |
| title | Asymmetric risk contagion effect of the interaction between the real economy and the financial sector—an analysis based on the domestic commodity price index |
| title_full | Asymmetric risk contagion effect of the interaction between the real economy and the financial sector—an analysis based on the domestic commodity price index |
| title_fullStr | Asymmetric risk contagion effect of the interaction between the real economy and the financial sector—an analysis based on the domestic commodity price index |
| title_full_unstemmed | Asymmetric risk contagion effect of the interaction between the real economy and the financial sector—an analysis based on the domestic commodity price index |
| title_short | Asymmetric risk contagion effect of the interaction between the real economy and the financial sector—an analysis based on the domestic commodity price index |
| title_sort | asymmetric risk contagion effect of the interaction between the real economy and the financial sector an analysis based on the domestic commodity price index |
| topic | Systemic financial risk Commodity risk Contagion |
| url | https://doi.org/10.1186/s40854-024-00735-y |
| work_keys_str_mv | AT quanyonghui asymmetricriskcontagioneffectoftheinteractionbetweentherealeconomyandthefinancialsectorananalysisbasedonthedomesticcommoditypriceindex AT miaowenlong asymmetricriskcontagioneffectoftheinteractionbetweentherealeconomyandthefinancialsectorananalysisbasedonthedomesticcommoditypriceindex |