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A Comparison of Spillover Effects before, during and after the 2008 Financial Crisis 被引量:1
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作者 Alethea Rea William Rea +1 位作者 Marco Reale Carl Scarrott 《Applied Mathematics》 2014年第4期601-614,共14页
This paper applies graphical modelling to the S & P 500, Nikkei 225 and FTSE 100 stock market indices to trace the spillover of returns and volatility between these three major world stock market indices before, d... This paper applies graphical modelling to the S & P 500, Nikkei 225 and FTSE 100 stock market indices to trace the spillover of returns and volatility between these three major world stock market indices before, during and after the 2008 financial crisis. We find that the depth of market integration changed significantly between the pre-crisis period and the crisis and post-crisis period. Graphical models of both return and volatility spillovers are presented for each period. We conclude that graphical models are a useful tool in the analysis of multivariate time series where tracing the flow of causality is important. 展开更多
关键词 VOLATILITY SPILLOVER GRAPHICAL Modelling financial crisis CAUSALITY
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Forecast of steel cord demand after the financial crisis
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作者 WANG Baoyu Sinosteel Zhengzhou Research Institute of Steel Wire Products Co.,Ltd., Zhengzhou 450001,Henan,China 《Baosteel Technical Research》 CAS 2010年第S1期63-,共1页
To analyze the production and marketing of China automobile in Year 2009,and also the development of China automobile and steel cord in those 11 years.The single-element regression mathematics model was set up to anal... To analyze the production and marketing of China automobile in Year 2009,and also the development of China automobile and steel cord in those 11 years.The single-element regression mathematics model was set up to analyze the steel cord demand and automobile production.It predicted that automobile production would up to 15 170 000,16 690 000 and 18 360 000 respectively from 2010 to 2012,with the confidence as of 95%,the steel cord consumption in those three years will be 1 180 000 - 1 370 000 t, 1 320 000 - 1 520 000 t and 1 470 000 - 1 680 000 t.As to the policy of China stimulation,The role of Chinese tire has converted from the export-oriented to domestic consumer smoothly,so the effect of US special protectionist tariffs is limited in China. 展开更多
关键词 financial crisis AUTOMOBILE single-element regression mathematics model steel cord
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Analysis of the financial crisis after the era of Chinese-style shadow banking and regulatory proposals
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作者 Yun Zhao 《International Journal of Technology Management》 2013年第9期128-130,共3页
In 2007, the U.S. subprime crisis -induced global financial crisis swept across the world rapidly, triggering a reflection of Governments on financial regulatory philosophy and systems, it also brought the shadow bank... In 2007, the U.S. subprime crisis -induced global financial crisis swept across the world rapidly, triggering a reflection of Governments on financial regulatory philosophy and systems, it also brought the shadow banking finance in front of the majority of people, it has become the focus of attention. Various management measures have been taken around the shadow banking, and it has brought great volatility to currency and financial markets, and it also highlights the plight of Chinese shadow banking supervision. Therefore, this article briefly analyzes the mechanism of the Financial Times in the Chinese style shadow banking, and makes several regulatory proposals, avoiding low risk of shadow banking at the greatest degree. 展开更多
关键词 financial crisis era shadow banking CAUSES risk.
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Deep Learning for Financial Time Series Prediction:A State-of-the-Art Review of Standalone and HybridModels
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作者 Weisi Chen Walayat Hussain +1 位作者 Francesco Cauteruccio Xu Zhang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第4期187-224,共38页
Financial time series prediction,whether for classification or regression,has been a heated research topic over the last decade.While traditional machine learning algorithms have experienced mediocre results,deep lear... Financial time series prediction,whether for classification or regression,has been a heated research topic over the last decade.While traditional machine learning algorithms have experienced mediocre results,deep learning has largely contributed to the elevation of the prediction performance.Currently,the most up-to-date review of advanced machine learning techniques for financial time series prediction is still lacking,making it challenging for finance domain experts and relevant practitioners to determine which model potentially performs better,what techniques and components are involved,and how themodel can be designed and implemented.This review article provides an overview of techniques,components and frameworks for financial time series prediction,with an emphasis on state-of-the-art deep learning models in the literature from2015 to 2023,including standalonemodels like convolutional neural networks(CNN)that are capable of extracting spatial dependencies within data,and long short-term memory(LSTM)that is designed for handling temporal dependencies;and hybrid models integrating CNN,LSTM,attention mechanism(AM)and other techniques.For illustration and comparison purposes,models proposed in recent studies are mapped to relevant elements of a generalized framework comprised of input,output,feature extraction,prediction,and related processes.Among the state-of-the-artmodels,hybrid models like CNNLSTMand CNN-LSTM-AM in general have been reported superior in performance to stand-alone models like the CNN-only model.Some remaining challenges have been discussed,including non-friendliness for finance domain experts,delayed prediction,domain knowledge negligence,lack of standards,and inability of real-time and highfrequency predictions.The principal contributions of this paper are to provide a one-stop guide for both academia and industry to review,compare and summarize technologies and recent advances in this area,to facilitate smooth and informed implementation,and to highlight future research directions. 展开更多
关键词 financial time series prediction convolutional neural network long short-term memory deep learning attention mechanism FINANCE
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Global Financial Crisis and Accounting Rules: The Implications of the New Exposure Draft (ED) Financial Instruments: Expected Credit Losses on the Evaluation of Banking Company Loans 被引量:11
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作者 Gianluca Risaliti Greta Cestari Mariarita Pierotti 《Journal of Modern Accounting and Auditing》 2013年第9期1141-1162,共22页
During the financial crisis, the delayed recognition of credit losses on loans and other financial instruments was identified as a weakness in existing incurred loss model of impairment stated by International Account... During the financial crisis, the delayed recognition of credit losses on loans and other financial instruments was identified as a weakness in existing incurred loss model of impairment stated by International Accounting Standards (IAS) 39, because it is believed that this delay might generate pro-cyclical effects. In response to the recommendations of G20, Financial Crisis Advisory Group (FCAG), and other international bodies, the International Accounting Standards Board (IASB) has undertaken, since 2009, as a part of the project to replace IAS 39, a project (partially shared with Financial Accounting Standards Board (FASB)) aimed at introducing an expected loss model of impairment. Within the scope of this subset project, the IASB has previously issued two exposure documents proposing models to account for expected credit losses: an exposure draft (ED) Financial Instrument: Amortized Cost and Impairment, published in November 2009, and a supplementary document (SD) Financial Instrument: Impairment, published jointly with the FASB in January 2011. However, neither of the two proposals received strong support from interested parties. Recently, the IASB, after the FASB's decision to withdraw from the joint project and to develop a separate expected credit loss model based on a single measurement approach consisting in the sole recognition of lifetime expected credit losses, published a third proposal--Ahe so-called expected credit losses model (ED/2013/3 Financial Instruments: Expected Credit Losses). 展开更多
关键词 impairment expected credit losses International Accounting Standards (IAS) 39 financial instruments global financial crisis banking company loans credit quality
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Reflection and Enlightenment on the 10th Anniversary of the International Financial Crisis 被引量:1
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作者 Jiang Yong 《Contemporary International Relations》 2019年第1期111-131,共21页
In 2008, the US subprime mortgage crisis ignited the international financial crisis which caused a big shock, leading to the great recession and triggering a series of economic, social, and political crises that had a... In 2008, the US subprime mortgage crisis ignited the international financial crisis which caused a big shock, leading to the great recession and triggering a series of economic, social, and political crises that had a profound impact on the world economy and international politics. Under the pressure of the big crisis, the countries concerned have strengthened financial supervision, and the international community is committed to global governance. However, the corresponding measures are just stirring the hot soup to stop it from boiling. As the main culprit of the financial monopoly is capital, its strength and power have been strengthened instead of being weakened. Greed and speculation have been continuously strengthened instead of being contained. In this way, it is very likely that the measures to solve the old crisis will be the very cause of a new crisis. 展开更多
关键词 financial crisis 10th ANNIVERSARY LESSONS
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The Effect of the 2007/2008 Financial Crisis on Enterprise Risk Management Disclosure of Top US Banks 被引量:2
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作者 Daniel Zeghal Meriem El Aoun 《Journal of Modern Accounting and Auditing》 2016年第1期28-51,共24页
We document the effect of the 2007/2008 financial crisis on the volume and the quality of enterprise risk management (ERM) disclosure in the annual reports of the largest US banks, and analyze its determinants. Usin... We document the effect of the 2007/2008 financial crisis on the volume and the quality of enterprise risk management (ERM) disclosure in the annual reports of the largest US banks, and analyze its determinants. Using a content analysis approach of the annual reports form 10-K for the years 2006, 2007, 2008, and 2009, we find that the ERM disclosure is significantly and positively associated with the crisis, bank size, board independence, duality and significantly and negatively associated with profitability, leverage, and board size. This paper seeks to fill a gap in the literature by investigating the effect of the crisis on ERM disclosure in the US banking sector context, and gives an insight into the factors affecting risk disclosure practices during the financial crisis. 展开更多
关键词 enterprise risk management (ERM) financial crisis risk disclosure content analysis US banks
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Reflection on the Key Features and Causes of the Current "Global Financial Crisis"
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作者 张娟 《海外英语》 2011年第3X期259-260,共2页
The current financial crisis is an inevitable result of the financial system accommodating a new banking business model, which endeavors to benefit, with increased innovation in financial products, from the incentives... The current financial crisis is an inevitable result of the financial system accommodating a new banking business model, which endeavors to benefit, with increased innovation in financial products, from the incentives and distortions created by the global macro liquidity policies. The failure of regulatory and supervising institutions to keep up with those innovations has undoubtedly compounded the magnitude of the debt and credit crisis. 展开更多
关键词 financial crisis sub-prime market SHADOW BANKING system REGULATORY framework
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Analysis of the Impact of Asian Financial Crisis on Shanghai's Utilization of Foregin Direct Investment
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作者 宣国良 李洁 夏小燕 《Journal of China Textile University(English Edition)》 EI CAS 2000年第2期129-131,共3页
The Asian financial crisis has increasingly shown its in-fluence on the utilization of foreign direct investment inShanghai. To further explain this, the main factors thatplay important roles in the decision of foreig... The Asian financial crisis has increasingly shown its in-fluence on the utilization of foreign direct investment inShanghai. To further explain this, the main factors thatplay important roles in the decision of foreign direct in-vestment in Shanghai are analyzed. The extent of influ-ence is measured according to the changes of those decis-ive factors. A simple linear regression model is intro-duced to help the analysis. 展开更多
关键词 ASIAN financial crisis FOREIGN direct INVESTMENT linear regression model
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Changes and Trends in the Independence of the US Federal Reserve Following the Financial Crisis
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作者 Ma Xue 《Contemporary International Relations》 2019年第5期74-94,共21页
In 2018, US President Donald Trump repeatedly and publicly criticized the US Federal Reserve for raising interest rates too quickly, breaking the long-established precedent for presidents to refrain from intervening i... In 2018, US President Donald Trump repeatedly and publicly criticized the US Federal Reserve for raising interest rates too quickly, breaking the long-established precedent for presidents to refrain from intervening in monetary policy and putting the independence of the Federal Reserve into question. However, this is only the latest development of a longer process: since the financial crisis, the Federal Reserve has been gradually losing its independence, in a quiet and perhaps permanent way. There are several reasons for this trend: the Federal Reserve’s performance during the financial crisis undermined its credibility, the consolidation of political factors arranged against its independence, and the consequences of the financial crisis weakened the economic foundation for its independence. Trump’s rise to power has only strengthened these factors, bringing an additional loss of independence, which will have a profound impact on the economy, society, and politics. 展开更多
关键词 financial crisis FEDERAL RESERVE INDEPENDENCE Trump administration
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On the Mechanism of CDOs behind the Current Financial Crisis and Mathematical Modeling with Levy Distributions
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作者 H.W. Du J.L. Wu W. Yang 《Intelligent Information Management》 2010年第2期149-158,共10页
This paper aims to reveal the mechanism of Collateralized Debt Obligations (CDOs) and how CDOs extend the current global financial crisis. We first introduce the concept of CDOs and give a brief account of the de-velo... This paper aims to reveal the mechanism of Collateralized Debt Obligations (CDOs) and how CDOs extend the current global financial crisis. We first introduce the concept of CDOs and give a brief account of the de-velopment of CDOs. We then explicate the mechanism of CDOs within a concrete example with mortgage deals and we outline the evolution of the current financial crisis. Based on our overview of pricing CDOs in various existing random models, we propose an idea of modeling the random phenomenon with the feature of heavy tail dependence for possible implements towards a new random modeling for CDOs. 展开更多
关键词 Collateralized DEBT Obligations (CDOs) Cashflow CDO Synthetic CDO MECHANISM financial crisis Pricing Models LEVY Stable Distributions
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The defects of fair value under global financial crisis
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作者 ZHOU Yuan-yuan DING Jun 《Journal of Modern Accounting and Auditing》 2009年第7期52-55,共4页
With the advent of the economic crisis, fair value once again becomes a hot topic. This paper discusses the issues of fair value from three aspects including the meaning of fair value, its serious impacts and its inap... With the advent of the economic crisis, fair value once again becomes a hot topic. This paper discusses the issues of fair value from three aspects including the meaning of fair value, its serious impacts and its inapplicability in China. As for this point, this paper stress that the rub of the fair value is its inaccurate recognition elements which will inevitably lead to the inaccurate measurement. Finally, the paper puts forward the viewpoint that China should be careful enough to apply the fair value accounting. 展开更多
关键词 international accounting standards fair value financial crisis financial institution
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Recovery Capacity of the Finance System of Italian Municipalities After the Currency Crisis of 1992
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作者 Salvatore Villani 《Journal of Modern Accounting and Auditing》 2018年第3期121-135,共15页
This paper is a first pioneering attempt to apply the concept of resilience to the analysis of the public finance systems of local governments, a concept already used and "abused" in various disciplines and fields o... This paper is a first pioneering attempt to apply the concept of resilience to the analysis of the public finance systems of local governments, a concept already used and "abused" in various disciplines and fields of science. In particular, it proposes an attempt to estimate the recovery capacity of Italian Municipalities in a crucial period of our country's financial history, between 1992 and 2000, or between the currency crisis and the introduction of the Euro. However, the analysis also involved the subsequent trends, in order to demonstrate that the current vulnerability of the municipal public finance system, in particular of the Municipalities of Southern Italy, depends not only on the economic cycle but also on the continuous and incessant changes in the financing mechanisms of local governments established by the central government. The analysis showed a lower financial resilience of the Municipalities of the Mezzogiorno (island and continental) compared to those of the Center-North. The determinants of this phenomenon were found, for one part, through the analysis of the financial data of the Italian Municipalities - as presented by the SVIMEZ in its annual reports on the economy of the Mezzogiomo - and, for another part, through the critical synthesis of significant economic events which occurred during the period examined. 展开更多
关键词 governmental financial resilience financial management vulnerability and recovery capacity of local governments financial shocks currency crisis
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Hungarian Economic Policy Measures After the 2008 Financial Crisis
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作者 Anita Potocskane Korosi Tunde Bokome Kitanics Peter Bertalan 《Economics World》 2017年第6期514-528,共15页
The 1923 Global Economic Crisis (also called "The Great Depression") that had hit the whole world, caused the economists and politicians to see more clearly. As it has become obvious several times after World War ... The 1923 Global Economic Crisis (also called "The Great Depression") that had hit the whole world, caused the economists and politicians to see more clearly. As it has become obvious several times after World War II., deep changes were needed to be done concerning economic processes. In those times, many smaller crises had risen in different countries, affecting their micro-economic structures, however neither of them had such widespread effects as the Global Financial Crisis in 2008, that has struck several economic sectors, most of all, the finance industry. Numerous studies had been carried out, examining the causes and consequences of the 2008 Crisis. In this study the authors will give an organized overview on the circumstances that characterized the outbreak of the crisis, and focus on the impacts of the events, in particular, its effects on Hungary. To manage the crisis, each country used different economic approaches, took different measures, but the main concept, that economic processes needed strict regulations, was globally accepted, or at least, identified. Regulation of the financial sector, more specifically, of accounting standards was and is of paramount importance. At the outbreak of the crisis, Hungarian economy had been in a unique situation, and directly after 2008, Hungarian economic indicators showed a more favorable economic state compared to Western European countries. This has occurred because of the government's stabilization fiscal and economic policies in the years preceding the depression, when they had been trying to compensate the financial and economic decisions made during the previous years. But these indicators soon have changed and began to demonstrate a more realistic picture and showed the true economic state of the country. Besides the financial area, the Crisis had affected-on account of foreign currency lending--a wide range of the Hungarian society as well. 展开更多
关键词 economic and financial crisis REGULATION crisis management (G01)
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The Recent US Financial Crisis: Its Impact on Dividend Payout Strategy and a Test of the Silver-Lining Hypothesis
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作者 Chuo-Hsuan Lee Edward J. Lusk Michael Halperin 《Journal of Modern Accounting and Auditing》 2013年第5期662-677,共16页
The authors investigate the impact of the recent financial crisis on dividend payout policies in the United States. The results are as follows. The authors find that: (l) Firms must have good financial profiles to ... The authors investigate the impact of the recent financial crisis on dividend payout policies in the United States. The results are as follows. The authors find that: (l) Firms must have good financial profiles to support a policy of increasing dividend payouts during a financial crisis; (2) Overall firms increasing dividend payouts are also engaged in stock repurchases; (3) Firms choosing to increase cash dividend payouts seem to have low opportunity costs, that is, they do not have as many exercisable stock options that they may need in the face of possible future redemptions; and (4) During a financial crisis, the aforementioned trade-off between exercisable stock options and increased dividend payouts would peak, as the stock price slides to where it could be expected to V-bound and then became moderate when stock price recovered. The abovementioned findings are consistent with the "silver- lining" hypothesis which the authors proffer to suggest that the storm of economic bad times often creates circumstances that influence dividend payout strategies for firms traded on exchanges in the United States, and different dividend payout strategies may be strategically elected to reveal to the market participants a silver-lining in the cloud of bad times. 展开更多
关键词 dividend payout stock repurchases financial crisis
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Changes of the Level of Liquidity in Time of the Financial Crisis: A Case of Polish Companies
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作者 Joanna Blach Monika Wieczorek-Kosmala Maria Gorczyfiska 《Journal of Modern Accounting and Auditing》 2012年第3期297-311,共15页
The financial crisis undoubtedly exerted a pressure on the companies operating in Poland. Thus, it is important to undertake researches that reveal the paths and strength of the transmission of financial crisis with r... The financial crisis undoubtedly exerted a pressure on the companies operating in Poland. Thus, it is important to undertake researches that reveal the paths and strength of the transmission of financial crisis with regard to the business entities. This paper presents partial results of the researches dedicated to the analysis of the impact of financial crisis on the financial situation of companies operating in Silesian Region in Poland. It analyses and discusses the general changes in the financial ratios that inform about the company's financial liquidity and the level of liquidity risk. As a research paper, it aims at justifying hypotheses about the changes of liquidity and liquidity risk in companies operating in Poland, Silesian Region within the period of 2006-2009. The tested hypotheses generally indicate the decrease of liquidity in the aftermath of crisis and a worse situation in the Silesian Region, as compared to the national level. The study is based on an application of a part of authors' self-developed method--the CFS Watch (Corporate Financial Situation Watch), which consists of five analytical modules. In this study, one module is applied: the FLA Module (Financial Liquidity Analysis) with regard to financial liquidity and the level of liquidity risk. The research is based on the data collected by the Polish Central Statistical Office. The analysis of FLA Module is based on two samples of companies: companies operating in the Silesian Region (denoted as the MEPP sample), and companies operating in Poland (denoted as the MAPP sample). This allows developing a comparative analysis between regional and national dimension. The results of the study represent an interesting starting point for further comparative researches based on the analysis of the changes in the level of liquidity and liquidity risk of companies operating in different countries. It may form a base for finding similarities or differences in their financial situation in the aftermath of the financial crisis. The CFS Watch method in terms of the liquidity can be widely applied to make the results comparable. 展开更多
关键词 liquidity analysis liquidity risk liquidity ratios working capital financial crisis Polish companies
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Remittances to Ghana: Benefits to the Housing Sector and Impact of Financial Crisis
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作者 Noah Kofi Karley 《Journal of Civil Engineering and Architecture》 2012年第10期1319-1337,共19页
The role of inflow of overseas remittances towards the development of housing sector in Ghana, and the impact of recent financial crisis on the development process is investigated. This is achieved through a review an... The role of inflow of overseas remittances towards the development of housing sector in Ghana, and the impact of recent financial crisis on the development process is investigated. This is achieved through a review and analysis of information gathered through national and international statistical sources and targeted household and institutional interviews. As a prelude to the analysis the study assessed the importance of remittance as large and growing part of the economic underpinning of developing countries. It then assesses whether remittances have a particular relationship with housing. The research provided an estimate of the nature, level and uses of remittances and the different cyclical characters of other flows. It reveals that the successful real estate market development across Ghana during the past decade benefited from a buoyant national economy, improved financial systems and family remittances. However, the picture changed especially during 2008 attributed mainly to the global financial crisis and economic downturn. The reverberating problems of unemployment and high levels of bankruptcies in the advanced countries were felt but not as pronounced as they were in the major industrialised economies. The discussions concluded by posing a much broader question in relation to other developing countries about how remittances could be mobilised towards the development of the housing sector. 展开更多
关键词 Migrant remittances housing sector financial crisis
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The Public Savings’ Relation With Borrowing Requirement and Financial Balances After Global Crisis in Turkey
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作者 Niyazi OZKER 《Economics World》 2017年第5期435-443,共9页
In this study, we aim to determine public savings’ structural location in the analysis of effect levels that are related to public borrowing requirement to cope with the deviation of financial balances, especially af... In this study, we aim to determine public savings’ structural location in the analysis of effect levels that are related to public borrowing requirement to cope with the deviation of financial balances, especially after 2009 global crisis in Turkey. Public savings as a financial option take up an important place in the scope of expressed government budget balances related to public borrowing requirements which are increasingly located together with budget deficits. This fact especially is pertaining to investments and capital’s transfers that are subject to the public decision making process towards economic growth in the future in developing countries like Turkey. Therefore, increasing public savings’ limits appear on these countries as an inevitable financial phenomenon concerning the desired investments. Turkey, as a developing country, has faced two financial phenomenons that increase borrowing requirement terms that lead to intend financial balances that have generally deviated after 2009 financial crisis. Firstly, it’s increasing foreign debt burden and the public savings’ levels that have not been enough to cover all the proportion of foreign debt payments since 2009. Secondly, the effect level of global crisis on the exchange rates directly causes the deviation of national currency values as a meaningful important negative impact on budget balances that are aimed at together with the macroeconomic financial balances. 展开更多
关键词 financial crisis foreign debt burden national investments public borrowing requirement public savings
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A Brief Analysis of the Financial Crisis of 2008
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作者 Haonan Yu 《Proceedings of Business and Economic Studies》 2019年第4期22-24,共3页
The end of the first decade of the new century was a disaster for many people around the globe financially.The fall in the housing market in the summer of 2007 caused a series of chain reactions that would eventually ... The end of the first decade of the new century was a disaster for many people around the globe financially.The fall in the housing market in the summer of 2007 caused a series of chain reactions that would eventually cause a financial breakdown that led to the Great Recession in 2008.The causes of the Great Recession in 2008 was very complicated and hard to understand.But the basis of those causes was human greed that made people unaware of the real situation and over-optimistic about their capacity of handling the situation. 展开更多
关键词 financial BREAKDOWN GREAT RECESSION financial crisis
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The Impact of Foreign Bank Strategies on the Behavior and Performance of Czech and Slovak Banks in the Financial Crisis
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作者 JosefTauser Martin Sroka Pavel Zambersky 《Journal of Modern Accounting and Auditing》 2013年第7期988-996,共9页
In this paper, the authors analyze the impact of the specific ownership structure of the banking sector in Czech and Slovakia on the performance and applied strategies of particular banks during times of crisis. Did t... In this paper, the authors analyze the impact of the specific ownership structure of the banking sector in Czech and Slovakia on the performance and applied strategies of particular banks during times of crisis. Did the multinational banks pursue a coherent regional strategy to cope with the risks resulting from the crisis, or did they focus on finding local solutions? The aim of this paper is to find answers to these questions. A case study is going to be used as a basic research method. Two members (Slovak and Czech) of four multinational banking groups are examined in the crisis year 2009, whereby both a qualitative analysis of the annual reports regarding strategic business or risk management decisions and a comparative quantitative analysis of selected financial data and risk indicators are employed. The authors have found that Czech and Slovak banks generally tried to follow the main strategic directions given by their parent banks during the financial crisis. However, particular financial results and risk profiles of respective subsidiaries of multinational banks still differ because of market factors specific to the different countries in which the subsidiaries are located. 展开更多
关键词 banks' strategies banks' performance multinational banks financial crisis
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