Against the backdrop of China s accelerated green development and its pursuit of the"dual carbon"goals,green finance,as a crucial instrument for the rational allocation of resources,plays a significant role ...Against the backdrop of China s accelerated green development and its pursuit of the"dual carbon"goals,green finance,as a crucial instrument for the rational allocation of resources,plays a significant role in promoting agricultural green transformation.Taking Henan Province as a case study,this research employs panel data from 18 prefecture-level cities spanning 2014 to 2023,utilizing dynamic panel models and mediating effect models for empirical analysis.The findings reveal that green finance indirectly fosters agricultural green development by driving agricultural technological progress.This promoting effect is significant,with the mediating effect accounting for 3.67%.Based on these results,policy recommendations are proposed:expanding the coverage of green finance and constructing a diversified product system;comprehensively promoting agricultural technological innovation and mechanization development;and coordinating and integrating green financial resources to facilitate agricultural green transformation tailored to local conditions.展开更多
The Office of the Financial Stability and Development Committee of the State Council,China's cabinet announced 11 new measures to further open up the financial sector on July 20,in the latest move to help bolster ...The Office of the Financial Stability and Development Committee of the State Council,China's cabinet announced 11 new measures to further open up the financial sector on July 20,in the latest move to help bolster and stabilize growth.The new measures cover multiple areas ranging from the bondmarket,banks,insurance companies,brokerage companies to the securities market.展开更多
Artificial intelligence(AI)is reshaping financial systems and services,as intelligent AI agents increasingly form the foundation of autonomous,goal-driven systems capable of reasoning,learning,and action.This review s...Artificial intelligence(AI)is reshaping financial systems and services,as intelligent AI agents increasingly form the foundation of autonomous,goal-driven systems capable of reasoning,learning,and action.This review synthesizes recent research and developments in the application of AI agents across core financial domains.Specifically,it covers the deployment of agent-based AI in algorithmic trading,fraud detection,credit risk assessment,roboadvisory,and regulatory compliance(RegTech).The review focuses on advanced agent-based methodologies,including reinforcement learning,multi-agent systems,and autonomous decision-making frameworks,particularly those leveraging large language models(LLMs),contrasting these with traditional AI or purely statistical models.Our primary goals are to consolidate current knowledge,identify significant trends and architectural approaches,review the practical efficiency and impact of current applications,and delineate key challenges and promising future research directions.The increasing sophistication of AI agents offers unprecedented opportunities for innovation in finance,yet presents complex technical,ethical,and regulatory challenges that demand careful consideration and proactive strategies.This review aims to provide a comprehensive understanding of this rapidly evolving landscape,highlighting the role of agent-based AI in the ongoing transformation of the financial industry,and is intended to serve financial institutions,regulators,investors,analysts,researchers,and other key stakeholders in the financial ecosystem.展开更多
China provides a compelling reference for how governments can promote global climate governance and sustainable innovative development.SENIOR government officials,technical experts,and policy researchers from 14 devel...China provides a compelling reference for how governments can promote global climate governance and sustainable innovative development.SENIOR government officials,technical experts,and policy researchers from 14 developing countries in Asia,Africa,Latin America,and Pacific Island countries gathered at Tsinghua University(THU),Beijing,on September 1-13,2025 for in-depth study and exchange on“climate finance and low-carbon transformation.”展开更多
On January 19,2026,China's first structural interest rate cut of the year took effect.The People's Bank of China announced a 0.25 percentage point reduction in relending and rediscount rates,targeting key sect...On January 19,2026,China's first structural interest rate cut of the year took effect.The People's Bank of China announced a 0.25 percentage point reduction in relending and rediscount rates,targeting key sectors like small and micro enterprises(SMEs),technological innovation,and green transition.For the textile industry,where small and medium-sized enterprises account for over 90%of traditional manufacturing,the policy benefits will inject strong momentum into the high-quality development from multiple dimensions,including reduced financing costs,support for transformation funds,and expansion of foreign trade markets.展开更多
This study exploits China's"Pilot Program for the Integration of Science and Technology with Finance"as a quasi-natural experiment to investigate the effect of Sci-Tech Finance on corporate financial res...This study exploits China's"Pilot Program for the Integration of Science and Technology with Finance"as a quasi-natural experiment to investigate the effect of Sci-Tech Finance on corporate financial resilience and its underlying mechanisms.Using panel data of A-share firms listed on the Shanghai and Shenzhen stock exchanges from 2000 to 2024 and using a staggered difference-in-differences(DID)model,we find that corporate financial resilience significantly improved after the Sci-Tech Finance policy,as evidenced by reduced earnings volatility and more sustainable profit growth.Heterogeneity analyses show that the effect is more pronounced during periods of high economic policy uncertainty(EPU)and in regions with less developed traditional banking systems.Mechanism analyses suggest that Sci-Tech Finance strengthens firm financial resilience by alleviating financing constraints,mitigating information asymmetry,optimizing investment efficiency,and promoting green innovation.We provide novel evidence on the role of Sci-Tech Finance in stabilizing firm performance and fostering long-term value creation,thereby contributing to the broad literature on high-quality economic development.展开更多
China removes last curbs on foreign investment in manufacturing to make the industry high-end,intelligent,and green.IN October,Japanese electronics giant Panasonic Group opened its co-creation center in Shanghai,the g...China removes last curbs on foreign investment in manufacturing to make the industry high-end,intelligent,and green.IN October,Japanese electronics giant Panasonic Group opened its co-creation center in Shanghai,the group’s largest and most diverse office in China,integrating finance,logistics,IT,and international procurement.展开更多
Biodiversity is closely related to human well-being and is an important foundation for human survival and development.Currently,there is a significant funding gap in biodiversity conservation in various regions.How to...Biodiversity is closely related to human well-being and is an important foundation for human survival and development.Currently,there is a significant funding gap in biodiversity conservation in various regions.How to leverage financial resources in key areas such as financial support for biodiversity conservation,value conversion of ecological products,and green inclusive finance has become an increasingly concerned field and an actively explored direction.This article reviews the relevant policies that have been issued in Jilin Province regarding biodiversity conservation,providing guidance for the formulation of investment and financing policies.In practice,Jilin Province has explored investment and financing models through multiple channels.In terms of finance,it has strengthened the coordination of financial resources at all levels in accordance with the principle of matching fiscal powers and expenditure responsibilities,and increased support for biodiversity conservation through existing funding channels.At the same time,it has actively studied the establishment of market-oriented and socialized investment and financing mechanisms and encouraged the participation of social capital.Through the research on the investment and financing policies and practices for biodiversity in Jilin Province,this article analyzes the existing bottlenecks in green finance support for biodiversity,aiming to provide reference for further improving relevant policies,optimizing the allocation and use of funds,and enhancing the level of biodiversity conservation.展开更多
This research examines the relationship between supply chain finance innovation and environmental governance effectiveness among SMEs,with technological capability as mediator and institutional support as moderator.Un...This research examines the relationship between supply chain finance innovation and environmental governance effectiveness among SMEs,with technological capability as mediator and institutional support as moderator.Unlike previous isolated analyses,this study develops an integrated framework capturing the interplay between financial mechanisms and environmental outcomes.The innovative analytical approach incorporates“hard”and“soft”indicators,blockchain-based environmental performance management,and regulatory-financial integration.Hierarchical regression analysis of data from 1,682 manufacturing SMEs(2019–2023)reveals that supply chain finance innovation significantly improves environmental governance effectiveness(β=0.412,p<0.01),with 32.9%mediated through technological capability.Institutional support demonstrates substantial moderating effects(β=0.228,p<0.01),emphasizing the combined influence of finance innovation and technological capability on environmental outcomes.Cross-sectional analysis shows these effects are stronger among larger firms,private enterprises,and in developed regions.The findings enhance understanding of how financial innovation interacts with environmental sustainability through technological capability while highlighting institutional support’s importance.This research contributes to policy formulation and practice by demonstrating how innovative financial mechanisms can encourage improved environmental governance among SMEs.展开更多
In China’s era of high-quality development,green technological innovation has become a key driver of economic growth.Drawing on data from A-share listed companies in China from 2008 to 2022,this paper systematically ...In China’s era of high-quality development,green technological innovation has become a key driver of economic growth.Drawing on data from A-share listed companies in China from 2008 to 2022,this paper systematically examines how supply chain finance(SCF)promotes green technological innovation.The results show that:(a)SCF significantly enhances green technological innovation in core enterprises,which impacts patents for both green invention and utility models;(b)SCF uses three main pathways to drive innovation:easing financing constraints,accelerating digital transformation,and optimizing corporate governance;and(c)The innovation-enhancing effect of SCF is more pronounced in firms with high environmental investment,and non-heavy-polluting industries.This study enriches the theoretical framework for green technological innovation by incorporating financing,digitalization,and governance perspectives,and also provides micro-level evidence and practical insights for leveraging SCF to empower the real economy.展开更多
The study conducts a bibliometric review of artificial intelligence applications in two areas:the entrepreneurial finance literature,and the corporate finance literature with implications for entrepreneurship.A rigoro...The study conducts a bibliometric review of artificial intelligence applications in two areas:the entrepreneurial finance literature,and the corporate finance literature with implications for entrepreneurship.A rigorous search and screening of the web of science core collection identified 1,890 journal articles for analysis.The bibliometrics provide a detailed view of the knowledge field,indicating underdeveloped research directions.An important contribution comes from insights through artificial intelligence methods in entrepreneurship.The results demonstrate a high representation of artificial neural networks,deep neural networks,and support vector machines across almost all identified topic niches.In contrast,applications of topic modeling,fuzzy neural networks,and growing hierarchical self-organizing maps are rare.Additionally,we take a broader view by addressing the problem of applying artificial intelligence in economic science.Specifically,we present the foundational paradigm and a bespoke demonstration of the Monte Carlo randomized algorithm.展开更多
With the global advancement of the concept of sustainable development and environmental protection work,especially under the systematic deployment of green development in the report of the 20th National Congress of th...With the global advancement of the concept of sustainable development and environmental protection work,especially under the systematic deployment of green development in the report of the 20th National Congress of the Communist Party of China,the development of green finance in China has an increasingly significant impact on enterprise operation and management.Against the backdrop of the continuous deepening of green finance,it has multi-dimensional and profound impacts on enterprises’investment and financing decisions,resource allocation,and development strategies.Based on this,this paper focuses on the level of enterprises’investment and financing strategies,deeply analyzes the specific impacts of green finance development on enterprises,analyzes them in combination with practical problems,and then proposes corresponding optimization countermeasures,aiming to provide theoretical support and practical references for enhancing the core competitiveness of enterprises in the context of green finance.展开更多
Natural language processing(NLP)technologies,such as ChatGPT,are revolutionizing various fields,including finance research.This article explores the potential of Chat-GPT as a transformative tool for finance researche...Natural language processing(NLP)technologies,such as ChatGPT,are revolutionizing various fields,including finance research.This article explores the potential of Chat-GPT as a transformative tool for finance researchers.We illustrate various applications of ChatGPT in finance research,from analyzing financial charts and providing coding support to the theoretical derivation of financial models.Significant advances in multimodal learning,such as Visual Referring Prompting(VRP),are also explored for their potential to enhance ChatGPT’s image analysis capabilities.Furthermore,we conduct a comparative analysis of ChatGPT-3.5,ChatGPT-4,and Microsoft Bing to examine their distinct features,strengths,and weaknesses to provide valuable insights into their applicability in finance research.We demonstrate the innovative opportunities and insights provided by the development of ChatGPT to enrich the financial research process.By addressing the potential pitfalls and ethical considerations associated with using ChatGPT,we aim to promote responsible AI adoption and a more indepth understanding of the role of advanced NLP technologies in shaping the future of finance research and practice.Overall,this paper underscores ChatGPT’s transformative role in finance research,detailing its applications,benefits,and challenges,and advocating for ethical AI adoption to shape the future of the field.展开更多
The 29th session of the Conference of the Parties(COP29)to the United Nations Framework Convention on Climate Change(UNFCCC)in November 2024 concluded with progress on key issues such as the“new collective quantified...The 29th session of the Conference of the Parties(COP29)to the United Nations Framework Convention on Climate Change(UNFCCC)in November 2024 concluded with progress on key issues such as the“new collective quantified goal”for climate finance as well as carbon trading.However,the consensus fell far short of expectations.Judging by the cumulative progress of global climate policies and actions,the prospect of achieving the 1.5°C temperature control target set by the Paris Agreement is fading.Climate risks are increasing,and global climate governance is facing significant challenges,exposing the inherent flaws of the current paradigm of international climate cooperation.展开更多
As an important tool to achieve sustainable economic and environmental development,green finance can effectively alleviate the financing constraints of small and medium-sized enterprises(SMEs),especially in promoting ...As an important tool to achieve sustainable economic and environmental development,green finance can effectively alleviate the financing constraints of small and medium-sized enterprises(SMEs),especially in promoting green transformation plays a key role.SMEs play an important role in economic growth,innovation,and job creation,but due to a lack of collateral,imperfect credit history,and opaque financial information,they face great obstacles in the financing process,especially in the early capital investment required for green transformation.Green finance,through innovative financial instruments such as green credit and green bonds,provides new financing channels for SMEs,helping them reduce financing costs,optimize financing structure,and promote their green transformation and sustainable development.This paper analyzes the current situation and root causes of SMEs’financing dilemma from the perspective of green finance,and probes into the influence of green finance policies on financing behavior.展开更多
This study investigates the spatial courting between digital economic signs and local monetary overall performance throughout ten provinces in Sumatra,Indonesia,from 2019 to 2022.As digitalization hastens economic and...This study investigates the spatial courting between digital economic signs and local monetary overall performance throughout ten provinces in Sumatra,Indonesia,from 2019 to 2022.As digitalization hastens economic and business sports,devices together with fintech lending,e-cash,debit card usage,and e-commerce are increasingly more diagnosed as capability drivers of regional increase.But,the unequal distribution of digital infrastructure and monetary literacy across regions raises issues approximately the inclusivity of these benefits.constructing upon current findings by using Miranti et al.(2024),this research employs spatial econometric fashions-particularly the Spatial Lag model(SLM)and Spatial mistakes model(SEM)-to evaluate how digital variables influence provincial financial overall performance while accounting for spatial spillover consequences.The results reveal that fintech lending and debit card usage exert a positive and significant impact on economic growth,whereas the effect of e-money is negative,suggesting potential substitution effects or access constraints.Spatial dependency is also evident,as demonstrated by the significant lambda coefficient in the SEM model.These findings highlight the importance of spatially coordinated digital policies,particularly in addressing disparities and enhancing digital financial inclusion.The study concludes with policy recommendations aimed at fostering inclusive and spatially balanced digital economic development in Sumatra.展开更多
This study constructs a new composite green digital finance index and describes its development in China over the past decade.Based on province-level panel data covering the period 2011–2020,we examine how education ...This study constructs a new composite green digital finance index and describes its development in China over the past decade.Based on province-level panel data covering the period 2011–2020,we examine how education contributes to the development of green digital finance.Through detailed theoretical analysis and rigorous empirical testing,the following results are obtained.First,education directly promotes green digital finance by adjusting people’s consciousness and enhancing their abilities.Second,high-quality educational inputs,a high level of economic development,and a high degree of opening-up are among the important preconditions for education to further promote green digital finance in China.Third,education indirectly promotes green digital finance by driving industrial upgrades,increasing income levels,promoting technological innovation,and cultivating finance-related talent.This study offers policy recommendations to help improve education levels and suggests a valuable direction for further research on green digital finance.展开更多
New Policy to Boost Consumption Chinese authorities on 30 October issued a notice regarding improvements to the policies of duty-free shops aimed at boosting consumption.Effective on 1 November,the policies aim to enc...New Policy to Boost Consumption Chinese authorities on 30 October issued a notice regarding improvements to the policies of duty-free shops aimed at boosting consumption.Effective on 1 November,the policies aim to encourage consumers to shop domestically,according to the notice jointly issued by the Ministry of Finance and four other departments.展开更多
Under the socialist market economic system of our country,the government,through the“invisible hand,”carries on macro regulation and control to improve the financing constraints that small and medium-sized enterpris...Under the socialist market economic system of our country,the government,through the“invisible hand,”carries on macro regulation and control to improve the financing constraints that small and medium-sized enterprises are facing.But because of the huge base number of small and medium-sized enterprises in our country,there are many kinds,and the problem of financing constraints is still puzzling the development of enterprises at present.With the continuous promotion of inclusive finance in our country,the problems plaguing SMEs in the last mile of financing are gradually improved.In this context,small and medium-sized enterprises in Hainan Free Trade Port are taken as the research object to study the role of digital inclusive finance on the financing constraints of SMEs.The research shows that,first of all,small and medium-sized enterprises in Hainan Free Trade Port generally have financing problems.The development of digital inclusive finance solves the“last kilometer”problem of traditional finance,enhances financial access ability,broadens the financial service group,provides convenience and diversified services for SMEs'financing,and provides inexhaustible impetus for the long-term healthy development of SMEs.Secondly,digital inclusive finance alleviates the financing difficulties faced by SMEs on the island by reducing financial costs and expanding the scale of credit.展开更多
基金Supported by Zhejiang Provincial Philosophy and Social Sciences Planning Project(23FNSQ58YB).
文摘Against the backdrop of China s accelerated green development and its pursuit of the"dual carbon"goals,green finance,as a crucial instrument for the rational allocation of resources,plays a significant role in promoting agricultural green transformation.Taking Henan Province as a case study,this research employs panel data from 18 prefecture-level cities spanning 2014 to 2023,utilizing dynamic panel models and mediating effect models for empirical analysis.The findings reveal that green finance indirectly fosters agricultural green development by driving agricultural technological progress.This promoting effect is significant,with the mediating effect accounting for 3.67%.Based on these results,policy recommendations are proposed:expanding the coverage of green finance and constructing a diversified product system;comprehensively promoting agricultural technological innovation and mechanization development;and coordinating and integrating green financial resources to facilitate agricultural green transformation tailored to local conditions.
文摘The Office of the Financial Stability and Development Committee of the State Council,China's cabinet announced 11 new measures to further open up the financial sector on July 20,in the latest move to help bolster and stabilize growth.The new measures cover multiple areas ranging from the bondmarket,banks,insurance companies,brokerage companies to the securities market.
基金supported by the Ministry of Education and Science of the Republic of North Macedonia through the project“Utilizing AI and National Large Language Models to Advance Macedonian Language Capabilties”。
文摘Artificial intelligence(AI)is reshaping financial systems and services,as intelligent AI agents increasingly form the foundation of autonomous,goal-driven systems capable of reasoning,learning,and action.This review synthesizes recent research and developments in the application of AI agents across core financial domains.Specifically,it covers the deployment of agent-based AI in algorithmic trading,fraud detection,credit risk assessment,roboadvisory,and regulatory compliance(RegTech).The review focuses on advanced agent-based methodologies,including reinforcement learning,multi-agent systems,and autonomous decision-making frameworks,particularly those leveraging large language models(LLMs),contrasting these with traditional AI or purely statistical models.Our primary goals are to consolidate current knowledge,identify significant trends and architectural approaches,review the practical efficiency and impact of current applications,and delineate key challenges and promising future research directions.The increasing sophistication of AI agents offers unprecedented opportunities for innovation in finance,yet presents complex technical,ethical,and regulatory challenges that demand careful consideration and proactive strategies.This review aims to provide a comprehensive understanding of this rapidly evolving landscape,highlighting the role of agent-based AI in the ongoing transformation of the financial industry,and is intended to serve financial institutions,regulators,investors,analysts,researchers,and other key stakeholders in the financial ecosystem.
文摘China provides a compelling reference for how governments can promote global climate governance and sustainable innovative development.SENIOR government officials,technical experts,and policy researchers from 14 developing countries in Asia,Africa,Latin America,and Pacific Island countries gathered at Tsinghua University(THU),Beijing,on September 1-13,2025 for in-depth study and exchange on“climate finance and low-carbon transformation.”
文摘On January 19,2026,China's first structural interest rate cut of the year took effect.The People's Bank of China announced a 0.25 percentage point reduction in relending and rediscount rates,targeting key sectors like small and micro enterprises(SMEs),technological innovation,and green transition.For the textile industry,where small and medium-sized enterprises account for over 90%of traditional manufacturing,the policy benefits will inject strong momentum into the high-quality development from multiple dimensions,including reduced financing costs,support for transformation funds,and expansion of foreign trade markets.
文摘This study exploits China's"Pilot Program for the Integration of Science and Technology with Finance"as a quasi-natural experiment to investigate the effect of Sci-Tech Finance on corporate financial resilience and its underlying mechanisms.Using panel data of A-share firms listed on the Shanghai and Shenzhen stock exchanges from 2000 to 2024 and using a staggered difference-in-differences(DID)model,we find that corporate financial resilience significantly improved after the Sci-Tech Finance policy,as evidenced by reduced earnings volatility and more sustainable profit growth.Heterogeneity analyses show that the effect is more pronounced during periods of high economic policy uncertainty(EPU)and in regions with less developed traditional banking systems.Mechanism analyses suggest that Sci-Tech Finance strengthens firm financial resilience by alleviating financing constraints,mitigating information asymmetry,optimizing investment efficiency,and promoting green innovation.We provide novel evidence on the role of Sci-Tech Finance in stabilizing firm performance and fostering long-term value creation,thereby contributing to the broad literature on high-quality economic development.
文摘China removes last curbs on foreign investment in manufacturing to make the industry high-end,intelligent,and green.IN October,Japanese electronics giant Panasonic Group opened its co-creation center in Shanghai,the group’s largest and most diverse office in China,integrating finance,logistics,IT,and international procurement.
文摘Biodiversity is closely related to human well-being and is an important foundation for human survival and development.Currently,there is a significant funding gap in biodiversity conservation in various regions.How to leverage financial resources in key areas such as financial support for biodiversity conservation,value conversion of ecological products,and green inclusive finance has become an increasingly concerned field and an actively explored direction.This article reviews the relevant policies that have been issued in Jilin Province regarding biodiversity conservation,providing guidance for the formulation of investment and financing policies.In practice,Jilin Province has explored investment and financing models through multiple channels.In terms of finance,it has strengthened the coordination of financial resources at all levels in accordance with the principle of matching fiscal powers and expenditure responsibilities,and increased support for biodiversity conservation through existing funding channels.At the same time,it has actively studied the establishment of market-oriented and socialized investment and financing mechanisms and encouraged the participation of social capital.Through the research on the investment and financing policies and practices for biodiversity in Jilin Province,this article analyzes the existing bottlenecks in green finance support for biodiversity,aiming to provide reference for further improving relevant policies,optimizing the allocation and use of funds,and enhancing the level of biodiversity conservation.
文摘This research examines the relationship between supply chain finance innovation and environmental governance effectiveness among SMEs,with technological capability as mediator and institutional support as moderator.Unlike previous isolated analyses,this study develops an integrated framework capturing the interplay between financial mechanisms and environmental outcomes.The innovative analytical approach incorporates“hard”and“soft”indicators,blockchain-based environmental performance management,and regulatory-financial integration.Hierarchical regression analysis of data from 1,682 manufacturing SMEs(2019–2023)reveals that supply chain finance innovation significantly improves environmental governance effectiveness(β=0.412,p<0.01),with 32.9%mediated through technological capability.Institutional support demonstrates substantial moderating effects(β=0.228,p<0.01),emphasizing the combined influence of finance innovation and technological capability on environmental outcomes.Cross-sectional analysis shows these effects are stronger among larger firms,private enterprises,and in developed regions.The findings enhance understanding of how financial innovation interacts with environmental sustainability through technological capability while highlighting institutional support’s importance.This research contributes to policy formulation and practice by demonstrating how innovative financial mechanisms can encourage improved environmental governance among SMEs.
基金supported by the Chongqing Municipal Education Commission Science and Technology Project(KJQN202000506).
文摘In China’s era of high-quality development,green technological innovation has become a key driver of economic growth.Drawing on data from A-share listed companies in China from 2008 to 2022,this paper systematically examines how supply chain finance(SCF)promotes green technological innovation.The results show that:(a)SCF significantly enhances green technological innovation in core enterprises,which impacts patents for both green invention and utility models;(b)SCF uses three main pathways to drive innovation:easing financing constraints,accelerating digital transformation,and optimizing corporate governance;and(c)The innovation-enhancing effect of SCF is more pronounced in firms with high environmental investment,and non-heavy-polluting industries.This study enriches the theoretical framework for green technological innovation by incorporating financing,digitalization,and governance perspectives,and also provides micro-level evidence and practical insights for leveraging SCF to empower the real economy.
文摘The study conducts a bibliometric review of artificial intelligence applications in two areas:the entrepreneurial finance literature,and the corporate finance literature with implications for entrepreneurship.A rigorous search and screening of the web of science core collection identified 1,890 journal articles for analysis.The bibliometrics provide a detailed view of the knowledge field,indicating underdeveloped research directions.An important contribution comes from insights through artificial intelligence methods in entrepreneurship.The results demonstrate a high representation of artificial neural networks,deep neural networks,and support vector machines across almost all identified topic niches.In contrast,applications of topic modeling,fuzzy neural networks,and growing hierarchical self-organizing maps are rare.Additionally,we take a broader view by addressing the problem of applying artificial intelligence in economic science.Specifically,we present the foundational paradigm and a bespoke demonstration of the Monte Carlo randomized algorithm.
基金Exploration of the Impact of Financial Reforms in the Hainan Free Trade Port on Enterprises,General Project(Project No.:HKKY2024-13)。
文摘With the global advancement of the concept of sustainable development and environmental protection work,especially under the systematic deployment of green development in the report of the 20th National Congress of the Communist Party of China,the development of green finance in China has an increasingly significant impact on enterprise operation and management.Against the backdrop of the continuous deepening of green finance,it has multi-dimensional and profound impacts on enterprises’investment and financing decisions,resource allocation,and development strategies.Based on this,this paper focuses on the level of enterprises’investment and financing strategies,deeply analyzes the specific impacts of green finance development on enterprises,analyzes them in combination with practical problems,and then proposes corresponding optimization countermeasures,aiming to provide theoretical support and practical references for enhancing the core competitiveness of enterprises in the context of green finance.
文摘Natural language processing(NLP)technologies,such as ChatGPT,are revolutionizing various fields,including finance research.This article explores the potential of Chat-GPT as a transformative tool for finance researchers.We illustrate various applications of ChatGPT in finance research,from analyzing financial charts and providing coding support to the theoretical derivation of financial models.Significant advances in multimodal learning,such as Visual Referring Prompting(VRP),are also explored for their potential to enhance ChatGPT’s image analysis capabilities.Furthermore,we conduct a comparative analysis of ChatGPT-3.5,ChatGPT-4,and Microsoft Bing to examine their distinct features,strengths,and weaknesses to provide valuable insights into their applicability in finance research.We demonstrate the innovative opportunities and insights provided by the development of ChatGPT to enrich the financial research process.By addressing the potential pitfalls and ethical considerations associated with using ChatGPT,we aim to promote responsible AI adoption and a more indepth understanding of the role of advanced NLP technologies in shaping the future of finance research and practice.Overall,this paper underscores ChatGPT’s transformative role in finance research,detailing its applications,benefits,and challenges,and advocating for ethical AI adoption to shape the future of the field.
文摘The 29th session of the Conference of the Parties(COP29)to the United Nations Framework Convention on Climate Change(UNFCCC)in November 2024 concluded with progress on key issues such as the“new collective quantified goal”for climate finance as well as carbon trading.However,the consensus fell far short of expectations.Judging by the cumulative progress of global climate policies and actions,the prospect of achieving the 1.5°C temperature control target set by the Paris Agreement is fading.Climate risks are increasing,and global climate governance is facing significant challenges,exposing the inherent flaws of the current paradigm of international climate cooperation.
文摘As an important tool to achieve sustainable economic and environmental development,green finance can effectively alleviate the financing constraints of small and medium-sized enterprises(SMEs),especially in promoting green transformation plays a key role.SMEs play an important role in economic growth,innovation,and job creation,but due to a lack of collateral,imperfect credit history,and opaque financial information,they face great obstacles in the financing process,especially in the early capital investment required for green transformation.Green finance,through innovative financial instruments such as green credit and green bonds,provides new financing channels for SMEs,helping them reduce financing costs,optimize financing structure,and promote their green transformation and sustainable development.This paper analyzes the current situation and root causes of SMEs’financing dilemma from the perspective of green finance,and probes into the influence of green finance policies on financing behavior.
文摘This study investigates the spatial courting between digital economic signs and local monetary overall performance throughout ten provinces in Sumatra,Indonesia,from 2019 to 2022.As digitalization hastens economic and business sports,devices together with fintech lending,e-cash,debit card usage,and e-commerce are increasingly more diagnosed as capability drivers of regional increase.But,the unequal distribution of digital infrastructure and monetary literacy across regions raises issues approximately the inclusivity of these benefits.constructing upon current findings by using Miranti et al.(2024),this research employs spatial econometric fashions-particularly the Spatial Lag model(SLM)and Spatial mistakes model(SEM)-to evaluate how digital variables influence provincial financial overall performance while accounting for spatial spillover consequences.The results reveal that fintech lending and debit card usage exert a positive and significant impact on economic growth,whereas the effect of e-money is negative,suggesting potential substitution effects or access constraints.Spatial dependency is also evident,as demonstrated by the significant lambda coefficient in the SEM model.These findings highlight the importance of spatially coordinated digital policies,particularly in addressing disparities and enhancing digital financial inclusion.The study concludes with policy recommendations aimed at fostering inclusive and spatially balanced digital economic development in Sumatra.
文摘This study constructs a new composite green digital finance index and describes its development in China over the past decade.Based on province-level panel data covering the period 2011–2020,we examine how education contributes to the development of green digital finance.Through detailed theoretical analysis and rigorous empirical testing,the following results are obtained.First,education directly promotes green digital finance by adjusting people’s consciousness and enhancing their abilities.Second,high-quality educational inputs,a high level of economic development,and a high degree of opening-up are among the important preconditions for education to further promote green digital finance in China.Third,education indirectly promotes green digital finance by driving industrial upgrades,increasing income levels,promoting technological innovation,and cultivating finance-related talent.This study offers policy recommendations to help improve education levels and suggests a valuable direction for further research on green digital finance.
文摘New Policy to Boost Consumption Chinese authorities on 30 October issued a notice regarding improvements to the policies of duty-free shops aimed at boosting consumption.Effective on 1 November,the policies aim to encourage consumers to shop domestically,according to the notice jointly issued by the Ministry of Finance and four other departments.
文摘Under the socialist market economic system of our country,the government,through the“invisible hand,”carries on macro regulation and control to improve the financing constraints that small and medium-sized enterprises are facing.But because of the huge base number of small and medium-sized enterprises in our country,there are many kinds,and the problem of financing constraints is still puzzling the development of enterprises at present.With the continuous promotion of inclusive finance in our country,the problems plaguing SMEs in the last mile of financing are gradually improved.In this context,small and medium-sized enterprises in Hainan Free Trade Port are taken as the research object to study the role of digital inclusive finance on the financing constraints of SMEs.The research shows that,first of all,small and medium-sized enterprises in Hainan Free Trade Port generally have financing problems.The development of digital inclusive finance solves the“last kilometer”problem of traditional finance,enhances financial access ability,broadens the financial service group,provides convenience and diversified services for SMEs'financing,and provides inexhaustible impetus for the long-term healthy development of SMEs.Secondly,digital inclusive finance alleviates the financing difficulties faced by SMEs on the island by reducing financial costs and expanding the scale of credit.
