1
|
Li S, Yan Y. DATA-driven shock impact of COVID-19 on the market financial system. Inf Process Manag 2021; 59:102768. [PMID: 34580562 PMCID: PMC8457882 DOI: 10.1016/j.ipm.2021.102768] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 09/14/2021] [Accepted: 09/15/2021] [Indexed: 12/28/2022]
Abstract
The Corona Virus Disease 2019(COVID-19) has a dramatic effect on my country's market and financial system. Although China has controlled the deterioration of the epidemic, this global epidemic will inevitably have an impact on the global economy including China. In order to study the shock effect of the COVID-19 on the market financial system, this paper builds a data model processing system based on the event analysis method, and analyzes the shock effect from three aspects of supply chain finance, financial securities, and corporate financial systems. Moreover, this paper uses crawler technology to obtain valid data from major websites, analyzes model data with mathematical statistics combined with event models, and outputs the results and compares them with the actual situation. Through data analysis, it can be seen that the model constructed in this paper can effectively reflect the shock effect of the COVID-19 on the market financial system. Finally, the comparison method is used to compare the research results with the actual situation. The results show that the two are basically the same. Therefore, it can be seen that the proposed research method has significant effects and has certain reference value for studying the shock effect of the epidemic on the financial system.
Collapse
Affiliation(s)
- Shaoling Li
- School of Economics and Trade, Henan University of Technology, Zhengzhou 450001, China
| | - Yuwei Yan
- School of Economics and Management, Taishan University, Taian, 271021, China
| |
Collapse
|
2
|
Sasaki Y, Kawabata T, Nakatake S, Kohigashi T, Toya R, Uemura R, Sueyoshi M. Assessment of reproductive and growth performance of pigs on commercial swine farms in southern Kyushu, Japan. Anim Sci J 2021; 91:e13492. [PMID: 33314560 DOI: 10.1111/asj.13492] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 07/12/2020] [Accepted: 11/12/2020] [Indexed: 11/30/2022]
Abstract
The objective of the present study was to assess the productivity of pigs to investigate the time-dependent change in productivity and compare productivity according to breeding company group and porcine reproductive and respiratory syndrome (PRRS) status on commercial swine farms in southern Kyushu, Japan. Data used in the present study were 245 annual productivity records from 2014 to 2018 obtained from 72 farms. Average sow inventory was 481.2 sows. Mean numbers of pigs weaned per sow per year and market pigs sold per sow per year were 23.7 and 21.6, respectively. Pigs born alive per litter increased from 11.1 to 11.9 pigs from 2014 to 2018 (p < .05). Farms using domestic breeding companies had similar numbers in 2016 to those using international breeding companies, but fewer pigs in 2014, 2015, 2017, and 2018 (p < .05). Farms with an unknown or unstable PRRS status had fewer pigs born alive per litter and pigs weaned per sow per year than those with stable or negative PRRS statuses (11.2 ± 0.06 vs. 11.8 ± 0.08 pigs and 22.6 ± 0.38 vs. 25.0 ± 0.22 pigs, respectively; p < .05). These results can be used to establish feasible targets and standards of performance to identify problem areas and improve production.
Collapse
Affiliation(s)
- Yosuke Sasaki
- Department of Animal and Grassland Sciences, Faculty of Agriculture, University of Miyazaki, Miyazaki, Japan.,Center for Animal Disease Control, University of Miyazaki, Miyazaki, Japan
| | - Tadahiro Kawabata
- Section of Swine, Kagoshima Prefectural Economics Federation of Agricultural Cooperatives, Kagoshima, Japan
| | - Shingo Nakatake
- Miyazaki Prefectural Economics Federation of Agricultural Cooperatives, Miyazaki, Japan
| | - Tomoya Kohigashi
- Miyazaki Prefectural Economics Federation of Agricultural Cooperatives, Miyazaki, Japan
| | - Ryohei Toya
- Production Medicine Center, Agricultural Mutual Aid Association in Miyazaki Prefecture, Shintomicho, Japan.,Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki, Japan
| | - Ryoko Uemura
- Center for Animal Disease Control, University of Miyazaki, Miyazaki, Japan.,Department of Veterinary Sciences, Faculty of Agriculture, University of Miyazaki, Miyazaki, Japan
| | - Masuo Sueyoshi
- Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki, Japan.,Department of Veterinary Sciences, Faculty of Agriculture, University of Miyazaki, Miyazaki, Japan
| |
Collapse
|