• 제목/요약/키워드: Financial risk

검색결과 1,248건 처리시간 0.025초

Risk-Seeking Behavior of Financial Institutions due to Deposit Insurance: Evidence from Korea

  • Choi, Jungho;Cho, Duckhyun
    • The Journal of Asian Finance, Economics and Business
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    • 제6권1호
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    • pp.83-89
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    • 2019
  • The purpose of this paper is to examine how the social system of deposit insurance affected the financial market in Korea. Specifically, we want to know how much the risk-seeking behavior of financial institutions has increased or decreased. The most important feature of the deposit insurance system is to prevent the insolvency of financial institutions and to properly protect depositors. In recent studies, it has been argued that characteristics of deposit insurance bring moral hazard of financial institutions and that financial institutions make unreasonably risky investments. Therefore, in this study, we will first examine whether such previous research can be applied to the Korean financial market. Next, we will examine the appropriateness of the differential premium rate that is currently used for each financial institution in the Korean financial market. In order to test the first hypothesis, we used the Capital Asset Pricing Model (CAPM) to calculate the total risk for each financial institution. As a result, significant changes were found in all regions before and after the introduction of the deposit insurance system. As for testing the second hypothesis, we conducted a variance analysis of financial institutions' indexes before and after the introduction of the deposit insurance and we discovered significance of the total risk difference.

가계 재무위험 구성요소들의 관계분석 (An Analysis of the Relationships Among Financial Risk Components)

  • 정운영;김경자
    • 대한가정학회지
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    • 제42권10호
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    • pp.11-22
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    • 2004
  • The purpose of this study was to examine the structure of financial risk components of households. The financial risk of households was assumed to be composed of risk knowledge, risk attitude and risk management behavior. For this study, a questionnaire was developed and distributed to 700 households in Seoul and Kwangju, and there were 495 responses with usable data. The findings showed that income stability had a positive relationship with the level of risk knowledge and risk attitude. Income stability, household debt, age of the youngest child and risk knowledge were found to have direct effects on risky vs. non-risky asset ratio. Income stability, savings, age of the youngest child and risk knowledge also had significant effects on the number of risky assets owned by households. Risk knowledge was the most important determinant of risk management behavior.

Risk Tolerance of Small-to-Medium Enterprise Owners and Operators Towards Capital Markets: Evidence from the Philippines

  • ROSARIO, Elvin P.
    • The Journal of Asian Finance, Economics and Business
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    • 제10권1호
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    • pp.157-167
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    • 2023
  • The purpose of this research was to determine the degree to which Small-to-Medium Enterprise (SME) owners and operators in Mountain Province were willing to take on financial risk to invest in the capital markets as a potential additional source of income, as well as the extent to which these five indicator variables-particularly their income, expenses, financial goals, liquid cash, and insurance coverage-were influenced by demographic factors. The study used a quantitative approach and employed a descriptive survey research method. The results show that the SME Owners and Operators in Mountain Province have minimal knowledge of capital market investments which makes them moderate investors with a neutral level of financial risk tolerance toward capital market investment. Their marital status, net income, and educational attainment significantly influence their financial risk tolerance level. The respondents also believe that engaging in the capital markets will grow their businesses. Further, the extent of influence of Income, Expenses, Liquid Cash, and Insurance Cover on the financial risk tolerance of the SME owners and operators in Mountain Province a great extent; thus, making them careful in investing in the capital markets, and it is primarily affected by their Net Income. Consequently, the financial goals of SME owners and operators in Mountain Province have a vital role in their financial risk tolerance level.

Financial Development, Business Cycle and Bank Risk in Southeast Asian Countries

  • TRAN, Son Hung;NGUYEN, Liem Thanh
    • The Journal of Asian Finance, Economics and Business
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    • 제7권3호
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    • pp.127-135
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    • 2020
  • The paper aims to examine whether business cycles affect the link between financial development and bank risk, measured by Zscore and non-performing loans to total loans in six Southeast Asian countries, namely Indonesia, Philippines, Malaysia, Singapore, Thailand and Vietnam. This study uses a sample of 95 listed commercial banks over a 15-year period between 2004 and 2018 in the six Southeast Asian countries. This study employs panel OLS regression and modifications to tackle issues such as endogeneity and heteroscedasticity. The results show that the impact of stock market development (the ratio of the market capitalization to GDP) on Zscore is significantly positive, whereas its effect on non-performing loans is significantly negative. The findings suggest that financial development, in terms of stock market capitalization, improves banks' Zscores and reduces their level of non-performing loans, suggesting that financial development on average reduces bank risk. The impact of business cycle is insignificant towards bank risk, thus rejecting both counter- and pro-cyclical hypotheses, except for the case of risk indicator of loan loss provisions. Examining the joint effect of the business cycle and financial development on bank risk, we find that the phase of business cycles generally does not moderate the link between financial development and bank risk.

기계학습알고리즘을 이용한 위험회복지수의 개발과 활용 (Development and Application of Risk Recovery Index using Machine Learning Algorithms)

  • 김선웅
    • Journal of Information Technology Applications and Management
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    • 제23권4호
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    • pp.25-39
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    • 2016
  • Asset prices decline sharply and stock markets collapse when financial crisis happens. Recently we have encountered more frequent financial crises than ever. 1998 currency crisis and 2008 global financial crisis triggered academic researches on early warning systems that aim to detect the symptom of financial crisis in advance. This study proposes a risk recovery index for detection of good opportunities from financial market instability. We use SVM classifier algorithms to separate recovery period from unstable financial market data. Input variables are KOSPI index and V-KOSPI200 index. Our SVM algorithms show highly accurate forecasting results on testing data as well as training data. Risk recovery index is derived from our SVM-trained outputs. We develop a trading system that utilizes the suggested risk recovery index. The trading result records very high profit, that is, its annual return runs to 121%.

Financial and Economic Risk Prevention and Countermeasures Based on Big Data and Internet of Things

  • Songyan Liu;Pengfei Liu;Hecheng Wang
    • Journal of Information Processing Systems
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    • 제20권3호
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    • pp.391-398
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    • 2024
  • Given the further promotion of economic globalization, China's financial market has also expanded. However, at present, this market faces substantial risks. The main financial and economic risks in China are in the areas of policy, credit, exchange rates, accounting, and interest rates. The current status of China's financial market is as follows: insufficient attention from upper management; insufficient innovation in the development of the financial economy; and lack of a sound financial and economic risk protection system. To further understand the current situation of China's financial market, we conducted a questionnaire survey on the financial market and reached the following conclusions. A comprehensive enterprise questionnaire from the government's perspective, the enterprise's perspective and the individual's perspective showed that the following problems exist in the financial and economic risk prevention aspects of big data and Internet of Things in China. The political system at the country's grassroots level is not comprehensive enough. The legal regulatory system is not comprehensive enough, leading to serious incidents of loan fraud. The top management of enterprises does not pay enough attention to financial risk prevention. Therefore, we constructed a financial and economic risk prevention model based on big data and Internet of Things that has effective preventive capabilities for both enterprises and individuals. The concept reflected in the model is to obtain data through Internet of Things, use big data for screening, and then pass these data to the big data analysis system at the grassroots level for analysis. The data initially screened as big data are analyzed in depth, and we obtain the original data that can be used to make decisions. Finally, we put forward the corresponding opinions, and their main contents represent the following points: the key is to build a sound national financial and economic risk prevention and assessment system, the guarantee is to strengthen the supervision of national financial risks, and the purpose is to promote the marketization of financial interest rates.

남성과 여성의 투자위험 감수성향 차이에 관한 연구 (Study on the Gender Differences of Financial Risk Tolerance)

  • 이준영;정지영
    • 대한가정학회지
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    • 제49권10호
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    • pp.1-13
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    • 2011
  • This paper examined how men and women differ in the attitude and behaviour of financial risk tolerance. The results showed that women were less risk seeking than men in financial risk tolerance. The results of the investment simulation indicated that men invested in higher risk assets like stock. In contrast, women prefered to invest in lower risk assets like real estate. The results of multiple regression analysis showed that if investors have the propensity to take more risk they allocated their money to higher risk assets in the simulation. This analysis also showed that the surveyed respondents invested in risky assets if they had experience in high risk investment in the past.

Financial Ratio, Macro Economy, and Investment Risk on Sharia Stock Return

  • WIDAGDO, Bambang;JIHADI, M.;BACHITAR, Yanuar;SAFITRI, Oky Ervina;SINGH, Sanju Kumar
    • The Journal of Asian Finance, Economics and Business
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    • 제7권12호
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    • pp.919-926
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    • 2020
  • The purpose of this study is to analyze and test the effect of financial ratios and macroeconomics on Islamic stock returns listed in Jakarta Islamic Index (JII) other than to assess whether investment risk can be an intervening variable in this study. The type of research is explanatory in nature with a quantitative descriptive approach. The data used is based on secondary sources with a sample group of 29 companies listed on JII for a 5-year period ending 31 December 2018. The data obtained were analyzed by using SEM (Structural Equation Model) with AMOS (Analysis Moment of Structural) 21 program. The results of the study show that only financial ratios affect sharia stock returns and investment risk, while the mediation test found that investment risk does not act as a mediating variable between financial ratios and macroeconomics and Islamic stock return. These findings indicate that the role of the company's financial health is very important. Besides affecting the rate of return obtained, the company's financial health can also reflect the level of risk that investors will accept in the future. By improving financial performance properly, a company will have a positive impact on various interested parties and minimize the level of investor losses.

복합금융그룹화가 소속 금융회사의 부실위험에 미치는 영향 (The Effect of Financial Conglomeration on the Default Risk of Financial Companies : Evidence from the Korean Financial Industry)

  • 박종원;박래수;장욱;정혜정
    • 재무관리연구
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    • 제26권2호
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    • pp.113-153
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    • 2009
  • 본 논문에서는 복합금융그룹화가 해당 그룹소속 개별금융회사의 부실위험에 미치는 영향을 2003년 12월(4분기)부터 2006년 12월까지(4분기)까지 국내 복합금융그룹 및 개별금융회사의 분기별 재무자료를 이용하여 검증하였다. 검증을 위해 개별기반 부실위험측도인 Z-index와 가중규제 자본비율이 복합금융그룹소속 금융회사들과 비금융그룹 금융회사들 간에 유의적인 차이가 있는지를 통합 및 패널 회귀분석을 이용해 분석하였다. 주요 분석결과는 다음과 같다. 첫째, Z-index 와 가중규제자본비율을 비교 분석한 결과, 복합금융그룹 소속 금융회사들의 부실위험이 비금융그룹 금융회사들에 비해 유의적으로 낮은 것으로 나타난다. 둘째, 두 그룹 간에 나타난 부실위험의 차이는 분석기간 초기에는 유의적이지 않지만, 최근으로 올수록 유의성이 높아진다. 셋째, 개별금융회사의 부실위험에 대해 소속된 금융그룹의 대형화, 다각화 및 그룹화 지표가 유의적으로 영향을 미치는 것으로 나타난다. 먼저 그룹화 효과의 경우 비록 단변량 비교에서는 복합금융그룹의 부실위험이 낮게 나타나지만, 부실위험에 영향을 미치는 다른 요인들의 효과를 통제하는 경우 개별금융회사의 그룹소속여부는 해당금융회사의 부실위험에 부정적인 영향을 미치는 것으로 나타난다. 그러나 이러한 부정적인 영향은, 해당복합금융그룹의 대형화 및 다각화 특성으로 인해 다소 완화되는 것으로 나타난다. 따라서 단일변량분석에서 드러난 복합금융그룹의 낮은 부실위험은 주로 해당그룹의 대형화로 인한 규모의 경제효과와 다각화에 따른 범위의 경제효과로부터 비롯되는 것으로 판단된다.

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The Relationship among Product Risk, Perceived Satisfaction and Purchase Intentions for Online Shopping

  • TRAN, Van Dat
    • The Journal of Asian Finance, Economics and Business
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    • 제7권6호
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    • pp.221-231
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    • 2020
  • This research investigates the relationship among product risk, financial risk, security risk, privacy risk, perceived satisfaction, and purchase intention. Validated measurements were identified from a literature review. The measurement model and the conceptual model depicting hypothesized relationships were evaluated based on responses from 306 customers using confirmatory factor analysis and structural equation modeling. The results showed that product risk, financial risk, security risk, and privacy risk impacted on perceived satisfaction. Besides, product risk, privacy risk, and perceived satisfaction influenced purchase intentions. Thus, this study focused on the influences of product risk, financial risk, security risk, and privacy risk on their cognitive attitudes toward websites. That means the more consumer perceive security, the more they avoid shopping online. The study is important to show how perceived risk affects online shopping behaviors, and it invites marketers to make necessary adjustments to prevent perceived risks to increase and online shopping to decrease. The findings of this study suggest the creation of a framework on the effect of perceived risk types on online shopping. Managers need to take perceived risks into account when designing their electronic marketing channels. In addition, shopping websites should strengthen their transaction security by appropriately using various available resources and new information technologies.