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Strategy Analysis of Financial Neural Network Model in Bond Investment Prediction 金融神经网络模型在债券投资预测中的策略分析
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14591
Yingying Li
{"title":"Strategy Analysis of Financial Neural Network Model in Bond Investment Prediction","authors":"Yingying Li","doi":"10.54097/fbem.v12i2.14591","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14591","url":null,"abstract":" In the diversified and complex environment of financial markets, effective investment strategy prediction has become particularly crucial. Especially in the bond market, due to its close connection with macroeconomic factors, the accuracy of predictions is of great significance for investment returns and risk management. This article delves into the application and strategic analysis of financial neural network models in bond investment prediction. We first reviewed the basic architecture of financial neural network models and emphasized their advantages in capturing nonlinear market dynamics. Then, we describe in detail how to use this model to predict the bond market, including the impact of interest rate changes, credit risk and macroeconomic factors. Furthermore, we propose a bond investment strategy framework based on neural network prediction. This framework considers various factors such as market liquidity, bond duration, and credit rating to optimize the returns and risks of investment portfolios. With the further development of deep learning and neural network technology in the financial field, its application potential in bond market prediction and strategy formulation will be more widely recognized and utilized.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"30 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138984643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sustainable International Trade: Achieving a Balance between Economic Growth and Environmental Responsibility 可持续国际贸易:实现经济增长与环境责任之间的平衡
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14583
Taojiu Zhong
{"title":"Sustainable International Trade: Achieving a Balance between Economic Growth and Environmental Responsibility","authors":"Taojiu Zhong","doi":"10.54097/fbem.v12i2.14583","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14583","url":null,"abstract":"This article explores the critical concept of sustainable international trade, focusing on the intricate balance between economic growth and environmental responsibility. It begins by examining the environmental impact of traditional trade practices, highlighting the negative consequences such as deforestation, pollution, and loss of biodiversity. The discussion then shifts to the economic benefits and challenges of sustainable trade, particularly for developing countries. The article delves into various policies, regulations, and technological innovations that facilitate environmentally responsible trade. The role of businesses and consumers in promoting sustainable practices is also examined, emphasizing corporate responsibility and consumer influence. Further, it addresses the challenges and barriers to implementing sustainable trade, including economic, political, and ideological issues. Case studies of successful sustainable trade practices provide practical insights. The article concludes with future perspectives and strategies, underscoring the need for continuous innovation and a collective effort towards sustainable international trade.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"30 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138984645","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does Green Credit Policy Affect Dividend Distribution 绿色信贷政策是否影响股利分配
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14609
Xuancheng Lu
{"title":"Does Green Credit Policy Affect Dividend Distribution","authors":"Xuancheng Lu","doi":"10.54097/fbem.v12i2.14609","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14609","url":null,"abstract":"Green credit means that banks and financial institutions provide loans and financing to enterprises and projects that contribute to environmental protection in order to support the development of green economy. The development of green credit is not only of great significance to environmental protection and sustainable development, but also has a profound impact on the operation and development of enterprises. This kind of influence is mainly reflected in the business performance and the image reputation of the enterprise, so it will also affect the dividend distribution of the enterprise. Firstly, this paper summarizes the relevant literature at home and abroad, and sorts out the existing literature on the impact of green credit policy on dividend distribution. According to the innovation of the existing literature, this paper discusses the influence mechanism of green credit policy on corporate dividend distribution. Then, this paper empirically tests the dividend data and green credit scale data of A-share listed companies, and finally draws A conclusion. This paper adopts PSM-DID empirical test method and finds that green credit policy has a significant positive impact on dividend distribution of listed companies.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"27 35","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138983847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the Development of Agricultural Complex in Chinese Provinces Based on Input-Output Analysis 基于投入产出分析的中国省域农业综合体发展研究
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14885
Anning Ye, Min Zhang
{"title":"Research on the Development of Agricultural Complex in Chinese Provinces Based on Input-Output Analysis","authors":"Anning Ye, Min Zhang","doi":"10.54097/fbem.v12i2.14885","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14885","url":null,"abstract":"Chinese provinces and regions have huge differences in agricultural resource endowments and uneven levels of agricultural industry development, resulting in inconsistent influence of agricultural complexes on the economic development of China's provinces and regions. This paper uses the input-output model to divide the agricultural complex into four links: agricultural production input, production, agricultural product processing and final distribution of agricultural products. By estimating the GDP of agricultural complex in 30 provinces and cities in China in 2002, 2007, 2012 and 2017, the paper analyzes the structure composition and change trend of the agricultural complex's share of GDP and the four links of agricultural complex. On this basis, this paper uses the two indicators of agricultural resource abundance and agricultural product processing development to divide the agricultural complexes in 30 provinces and regions of China into four types: the first type is the area with rich agricultural resources and developed processing industry. The second category is the area with developed agricultural resources and backward processing industry. The third category is the area with poor agricultural resources and developed processing industry. The fourth category is the region with poor agricultural resources and backward processing industry, which provides a reference basis for the coordinated development of agricultural industries in various provinces and regions and complements each other's advantages.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"29 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138984054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of the Long-run Linkage Effect between Pension Insurance and Economic Growth Based on VAR Modeling 基于 VAR 模型的养老保险与经济增长长期关联效应分析
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14770
Kaini Chen
{"title":"Analysis of the Long-run Linkage Effect between Pension Insurance and Economic Growth Based on VAR Modeling","authors":"Kaini Chen","doi":"10.54097/fbem.v12i2.14770","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14770","url":null,"abstract":"This paper conducts an empirical analysis based on the VAR model to explore the mechanism of the long-term spillover effects of our country's pension insurance on economic growth. The study reveals that the implementation of the pension insurance system can stimulate consumption and savings among the elderly, thus promoting economic growth. Additionally, it encourages increased labor supply and fosters the accumulation of human capital, exerting a positive impact on economic growth. The equity and sustainability of pension insurance can improve income distribution and reduce wealth disparity, leading to a favorable impact on economic growth. Furthermore, the empirical analysis demonstrates the long-term spillover effects of pension insurance on economic growth, providing significant support for the sustainable development of the pension insurance system and economic growth. This holds considerable theoretical and practical value for formulating pension insurance policies and promoting sustainable economic development.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"28 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138984423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COVID-19 Pandemic and Stock Market Contagion Between the Chinese Mainland and Hong Kong COVID-19 中国内地与香港之间的流行病与股市传染
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14610
Wen Luo, Xianghan Cao
{"title":"COVID-19 Pandemic and Stock Market Contagion Between the Chinese Mainland and Hong Kong","authors":"Wen Luo, Xianghan Cao","doi":"10.54097/fbem.v12i2.14610","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14610","url":null,"abstract":"This study utilizes stock market data from March 2020 to December 2022, employing VAR models and Granger causality models to investigate the daily returns and contagion effect of the CSI 300 and the HSI in Hong Kong. Based on this, the analysis explores the impact of the pandemic on the contagion effect between the mainland Chinese and Hong Kong stock markets. The research findings indicate that during the pandemic period, there exists a unidirectional Granger causality relationship from the Hong Kong stock market to the mainland Chinese stock market. The pandemic has intensified the connection between mainland China and Hong Kong, significantly increasing their mutual influence. The overall trends of the two stock markets are consistent, with the mainland Chinese market exhibiting smoother fluctuations during this period.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"29 24","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138984691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Customer Relationship and Corporate Financial Asset Allocation: Evidence from China 客户关系与企业金融资产配置:来自中国的证据
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14773
Yifan Pan, Qiyuan Li, Yuchong Hu, Peishen Chen
{"title":"Customer Relationship and Corporate Financial Asset Allocation: Evidence from China","authors":"Yifan Pan, Qiyuan Li, Yuchong Hu, Peishen Chen","doi":"10.54097/fbem.v12i2.14773","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14773","url":null,"abstract":"Currently, the government regards preventing the risk of the real economy “de-realizing and virtualizing” as the main part of the economic work, in order to prevent the market risk brought by the excessive financialization of enterprises. This paper selects the A-share listed companies in China from 2008 to 2021 as the research sample data, and explores the impact mechanism of customer concentration on the financial asset allocation of enterprises, and the samples have passed the robustness and endogeneity tests to ensure the reliability of the benchmark regression results. The study finds that customer concentration has a significant inhibitory effect on the financial asset allocation of enterprises, and the results are more significant under the conditions of high earnings management, high financing constraints and low inventory turnover. Further, the study results show that customer concentration has a more significant inhibitory effect on the short-term allocation of financial resources by enterprises. This paper not only provides a theoretical basis for the study of the relationship between customer relations and corporate financial asset allocation, but also helps to clarify the dilemma of how the real economy and the virtual economy coexist and develop, and provides policy implications for preventing the market system reform of “de-realizing and virtualizing”.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"29 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138984696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Innovative Application of Biomass Material Energy Battery 生物质材料能源电池的创新应用
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14777
Zixuan Deng
{"title":"Innovative Application of Biomass Material Energy Battery","authors":"Zixuan Deng","doi":"10.54097/fbem.v12i2.14777","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14777","url":null,"abstract":"This article provides an overview of the innovative research progress in the application of biomass materials in energy batteries. Biomass, as a plentiful renewable resource, has shown significant potential in various aspects of batteries, including electrodes, electrolytes, and packaging. Currently, various biomass electrode and electrolyte materials have made important advancements, leading to the development of various types of battery prototypes. Biomass batteries exhibit high specific capacity, good cycling stability, and cost-effectiveness advantages. However, widespread application still faces technical challenges such as cycle life. In the future, there is a need to strengthen basic research and technological breakthroughs, develop efficient manufacturing techniques, establish sustainable production systems, and promote the industrialization of biomass batteries. Biomass batteries have a promising future and will become an important choice for renewable energy storage.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"27 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138983855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating the Impact and New Opportunities of Policy on the Development of Agricultural Cooperatives in China 政策对中国农业合作社发展的影响与新机遇探究
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14780
Xiaojian Qin, Xuelong Yu
{"title":"Investigating the Impact and New Opportunities of Policy on the Development of Agricultural Cooperatives in China","authors":"Xiaojian Qin, Xuelong Yu","doi":"10.54097/fbem.v12i2.14780","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14780","url":null,"abstract":"The 31st session of the 12th National People's Congress Standing Committee passed the revised \"Law of the People's Republic of China on Farmers' Professional Cooperatives\" which came into effect on July 1, 2018. This law has introduced a series of supportive policies to promote the standardization and optimization of the cooperative environment. It has positive implications for the agricultural development in various provinces. This paper takes the cooperative as a unit of analysis, and explores the development of agriculture from both macro and micro perspectives in an integrated manner.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"27 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138983857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of Byte Dance’s OKR System Based on Goal-Setting Theory 基于目标设定理论的字节舞团 OKR 系统分析
Frontiers in business, economics and management Pub Date : 2023-12-06 DOI: 10.54097/fbem.v12i2.14877
Jingyu Zhang
{"title":"Analysis of Byte Dance’s OKR System Based on Goal-Setting Theory","authors":"Jingyu Zhang","doi":"10.54097/fbem.v12i2.14877","DOIUrl":"https://doi.org/10.54097/fbem.v12i2.14877","url":null,"abstract":"Goal-Setting Theory was proposed by Locke and Latham in 1990. While OKR (Objectives and Key Results) is formulated in the goal-setting theory by the famous American management scientist Peter Senge in his book The Fifth Discipline in 2005. It is mainly used to solve the problem of how an organization achieves the optimal performance. The core of OKR is to set an \"O\" goal and then set a \"KR\" around that goal so that everyone in the organization has a clear idea of where they want to work and what to do next. Among Internet companies, the most typical use of OKR is Byte Dance. In 2018, Byte Dance proposed OKR performance management method, which combines management by objectives, self-management, result appraisal and performance management, and motivates employees through OKR objective management method. After Byte Dance adopted the OKR performance management method, its business grew rapidly and got rapid development. This paper will analyze the effect of management by objectives theory on enterprise development by analyzing the implementation of OKR in Byte Dance. At the same time, limitations and future improvement methods will be proposed at the end of the paper.","PeriodicalId":491607,"journal":{"name":"Frontiers in business, economics and management","volume":"34 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138984050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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