• 제목/요약/키워드: Debt Ratio

검색결과 301건 처리시간 0.021초

랜덤포레스트 모델을 활용한 청년층 차입자의 채무 불이행 위험 연구 (Predicting Default Risk among Young Adults with Random Forest Algorithm)

  • 이종희
    • 가족자원경영과 정책
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    • 제26권3호
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    • pp.19-34
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    • 2022
  • 청년층 및 저소득층을 포함한 취약계층과 제2금융권을 중심으로 한 부채 불이행에 대한 우려가 증가하고 있다. 청년층의 가계부채 건전성은 최근 고용 부진, 학자금대출 부담 증가, 제2금융권에서 고금리 대출 증가 등이 복합적으로 작용하여 더욱 취약해졌다. 본 연구의 목적은 한국의 청년층 차입자를 대상으로 채무 불이행 가능성을 진단하고, 그 가능성에 영향을 주는 요인을 예측하는 것이다. 이러한 목적을 달성하기 위하여 본 연구는 2021년 「가계금융·복지조사」를 활용하고, 청년층의 채무 불이행 가능성과 관련된 요인들을 포괄적으로 분석하기 위하여 머신러닝 알고리즘의 랜덤포레스트 방법을 적용하였다. 청년층 차입자의 채무 불이행 위험을 예측하는 모형을 탐색한 뒤 중요도 지수를 산출하고, 중요도가 높은 설명변수들을 선별한 뒤, 주요 결정요인들의 부분 의존성 도표를 제시하고자 하였다. 최종적으로 자산대비부채비율(DTA), 의료비 비중, 가계부실위험지수(HDRI), 통신비 비중, 주거비 비중이 주요한 변인으로 나타났다.

A생협에 대한 경영성과 분석 (An Analysis on the Management Situation of a Hansalim Consumer Cooperatives)

  • 김호
    • 한국유기농업학회지
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    • 제28권1호
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    • pp.59-68
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    • 2020
  • This study analyzed and suggested management situations and improving issues on a consumer cooperatives which has supplied environmentally friendly agricultural products from the year 2002. Indices of management analysis are stability ratio, activity ratio and profitability ratio. Management Stability ratio indices are debt ratio, net worth ratio, fixed ratio and current ratio. Management activity ratio ones include fixed assets turnover and net worth turnover. And profitability ratio is showed through return on investment, net return on sales and return on equity. In order to analyze these indices, financial statements after the closing entires are used each year.

환대산업 기업의 자본구조결정요인 (Determinants of Capital Structure of the Hospitality Industry)

  • 곽세영
    • 산업진흥연구
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    • 제5권3호
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    • pp.31-36
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    • 2020
  • 본 연구는 호텔업, 숙박업 그리고 관광업에 종사하는 기업들의 자본구조가 어떤 요인들에 의해서 결정되는가를 탐색하기 위해 2000년부터 2019년까지 한국의 환대산업 기업들을 대상으로 실증적 분석을 하였다. 자본구조이론과 기존연구들에서 제시된 몇 가지 설명변수들을 이용하여 종속변수인 레버리지와의 회귀분석을 하였다. 표본기간 전체와 글로벌 금융위기라는 특수한 기간을 제외하고 그 이전과 이후로 구분하여 분석한 결과, 판매비용, 수익성 및 기업규모의 회귀계수가 각각 통계적으로 유의한 음(-)을 나타냈으며, 이 중에서 특히 기업규모의 계수는 제조기업을 대상으로 한 기존연구에서 보고된 정(+)의 관계와 정반대인 음(-)으로 나타나 환대산업의 특수성을 나타낸 것으로 추정된다.

Corporate Capital Structure Adjustments: Evidence from Vietnam Stock Exchange Market

  • NGUYEN, Cuong Thanh;BUI, Cuong Manh;PHAM, Tuan Dinh
    • The Journal of Asian Finance, Economics and Business
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    • 제6권3호
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    • pp.41-53
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    • 2019
  • Building a target capital structure is one of the most important decisions in corporate financial management. The purpose of this article is to identify the determinants of capital structure and adjustment mechanism toward the target leverage. The partial adjustment model was applied on a sample of 306 non-financial companies listed on Vietnam stock exchange market during the period of 2008-2017. By the fixed effect model estimation method, the research results have discovered the factors of growth opportunities, firm size, tangible fixed assets and firm's unique characteristics have a positive effect on the target capital structure of enterprises. Besides, profitability and dividend payment have a negative effect on the target capital structure of enterprises. Accordingly, the research results show that the average adjustment speed toward target leverage of the firms is 90.03%. Research results also demonstrate firms have higher or lower debt ratio than the target debt ratio, capital surplus or capital deficit also have an impact on the adjustment rate toward the target capital structure. The research results are consistent with the Dynamic Trade-off Theory. From this result, this article has provided policy implications for non-financial companies listed on Vietnam's stock market in building a reasonable target capital structure according to operating timeline to maximize enterprise value.

경기불황에 따른 자영업가구의 재정비율의 변화분석 -1997년 대비 1998년의 재정비율분석 비교- (Analysis of Financial Ratio Change in Self-Employed Households with Economy Depression -A Comparison between year of 1997 and 1998-)

  • 배미경
    • 가정과삶의질연구
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    • 제19권4호
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    • pp.211-223
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    • 2001
  • This study analyzed the financial ratio change of self-employed households between 1997 and 1998. The data were drawn from Korean Households Panel Study and utilitze7 descriptive statistics such as frequency, percentile to investigate the differences between two period of time, 1997 and 1998. The sampe size in 1997 was 692 householdsand and 600 households in 1998. The mean of financial asset showed that in 1997, self-employed households had much less in liquidity assets, especially in bank-related income, stock, but had more in real-estate, Gye, and private loan than those in 1998. In cases of debt-owned, the self-employed tended to have more debt in non-bank related and it illustrates that the self-employed may experience the difficulties to access the financial assistance in economic depression. Using guideline of each ratios, for six financial ratios, self-employed could meet less proper level$ in 1998 compared to those in 1997. It proves that the economic crisis affect the stability of income and financial assets of self-employed households and types of financial assets changes because of the stability.

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코스닥 기업의 자본조달 결정요인 (Determinants of Financing Decisions of the KOSDAQ Firms)

  • 곽세영
    • 한국산학기술학회논문지
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    • 제12권12호
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    • pp.5663-5670
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    • 2011
  • 이 논문은 기업의 자본조달과 자본구조를 설명하는 이론으로 대표적인 정태적 절충이론과 자본조달순위이론을 2000년부터 2010년까지 11년간의 기간에 걸쳐서 한국의 중소기업이 주로 상장되어 운영되는 코스닥시장을 대상으로 분석하였다. 코스닥 시장에 거래된 금융업을 제외한 762개의 표본에 대해 전체기간, 전반기 및 하반기의 하위기간으로 구분하여 회귀분석한 결과 부채사용으로 인한 법인세 절약효과와 기업규모 증가에 따라 부채비율이 증가하는 정태적 절충이론의 주장이 일부 지지되지만, 성장기회가 많을수록 부채사용을 선호하고, 수익성이 높을수록 유보이익과 같은 내부자금을 선호함에 따라 레버리지가 감소하는 자본조달순위이론도 일부 지지하는 결과를 얻었으나 감가상각비 등을 이용한 비부채 세금절약은 자본조달 의사결정에 영향을 미치지 않는 것으로 분석되었다.

Companies Life Cycle Stages and Capital Structure in Emerging Markets: Evidence from Iran

  • Salehi, Mahdi;Rostami, Vahab;Salmanian, Lida
    • 유통과학연구
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    • 제11권2호
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    • pp.5-10
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    • 2013
  • Purpose - The current research examines the effect of life cycle stages on capital structure of listed companies in Tehran Stock Exchange. Research design, data, methodology - By aid of 685 year-company data, which collected from financial statements of companies during 2006-2012, first, the companies, are classified into three groups including companies in growth, maturity and decline stages. After removing the companies, which were not in accordance with life cycle model, 86 companies were selected to test two main hypotheses of the research. Results - The results show that the capital structure of the sample companies is different in various life cycle stages. More investigation by LSD test also revealed that the total debt to total assets ratio means of the companies in growth stages were significantly different from those companies in maturity stages and those in growth stages had high level of debt to assets ratio. Conclusions - The result showed the average amount of the working capital for companies in three stages are significantly different and due to high level of operation of the companies in maturity and decline stages, these companies held high amount of working capital than those in the growth stages.

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거주주택보유 여부에 따른 가계의 특성 분석 (The Differences of Household Characteristics between Homeowners and Renters)

  • 이희숙;김민정
    • 한국지역사회생활과학회지
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    • 제21권1호
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    • pp.91-103
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    • 2010
  • The purpose of this study was to find the differences of household characteristics between homeowners and renters. The data was drawn from the 2002 Korean Labor and Income Panel Study and conducted by the Korea Labor Institute. 3,743 households were selected. The householder's mean age of homeowners was found to be 8 years older than those of renters, and the households in Seoul showed a higher rent ratio than those in other areas. The levels of household financial elements for homeowners were found to be higher than those of renters. Moreover, the levels of total real estate assets for homeowners were higher than those for renters, and the levels of total debt, and the debt from financial institutes were also higher than those for renters, reflecting that most Korean households may use loans from financial institutes for holding real estate assets. The results of the Chow-test showed that the group of homeowners and renters were significantly different in terms of socio-demographic and financial factors affecting the ratio of real estate assets to total asset.

Do Government Subsidies Crowd In or Crowd Out R&D Investment? Evidence from China's Animal Husbandry Companies

  • XU, Jian;SIM, Jaewoo
    • Asian Journal of Business Environment
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    • 제10권4호
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    • pp.5-13
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    • 2020
  • Purpose: The purpose of this paper is to empirically investigate the relationship between government subsidies and research and development (R&D) investment of animal husbandry companies in China. The moderating effects of firm size, debt ratio, and firm profitability on this relationship are also examined. Research design, data and methodology: The analysis is based on 14 animal husbandry companies listed on the Shanghai and Shenzhen stock exchanges over the period of 2012-2016. Data are obtained from the China Stock Market & Accounting Research (CSMAR) database and the RESSET database, and multiple regression analysis is utilized with the aid of Stata. Results: The empirical results show that government subsidies can promote R&D investment of animal husbandry companies in China. In addition, firm size, debt ratio, and firm profitability have positive moderating effects on the relationship between government subsidies and R&D investment. Conclusions: Based on the results, the paper concludes that government subsidies play an important role in the process of R&D of China's animal husbandry companies. This paper recommends that managers of animal husbandry companies should enhance the utilization efficiency of government subsidies and put great emphasis on R&D investment. The policymakers should implement more incentives to encourage animal husbandry companies to invest more in R&D.

공공기관의 사회적 책임 활동이 재무적 성과에 미치는 영향 (The Effect of Corporate Social Responsibility Activities on Financial Performance in Public Institutions)

  • 장지경;김수균
    • 품질경영학회지
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    • 제49권3호
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    • pp.393-404
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    • 2021
  • Purpose: The purpose of this study was to examine the corporate responsibility activities and investigate the effects of these activities on financial performance in public institutions. Methods: The collected data using annual performance evaluation for the year 2017-2019 were analyzed using multi-regression analysis. The corporate social responsibility activities for this study were divided into three dimensions such as social value, efficiency, and welfare. Results: The results of this study are as follows; first, public institutions with high evaluation in social value and welfare had a significant positive effect on financial performance factors such as ROA and ROS. Second, we find that there is a significant negative relation between social value activities and debt ratio. This result means that the higher social value activities, the lower debt ratio. It was also found that the activities for enhancing social value made statistically significant positive influence on BIS performance. Conclusion: These results can be interpreted that public institutions trying various social contribution activities does not necessarily bring negative results for financial performance. In conclusion, it means that socially responsible activities and ethical management in the desirable direction can be beneficial to both public institutions and the society to which they belong.