본문 바로가기

추천 검색어

실시간 인기 검색어

학술논문

A Study on the Insolvency Prediction Model for Korean Shipping Companies

이용수 7

영문명
A Study on the Insolvency Prediction Model for Korean Shipping Companies
발행기관
한국항해항만학회
저자명
김명희(Myoung-Hee Kim)
간행물 정보
『한국항해항만학회지』제48권 제2호, 109~115쪽, 전체 7쪽
주제분류
공학 > 해양공학
파일형태
PDF
발행일자
2024.04.30
4,000

구매일시로부터 72시간 이내에 다운로드 가능합니다.
이 학술논문 정보는 (주)교보문고와 각 발행기관 사이에 저작물 이용 계약이 체결된 것으로, 교보문고를 통해 제공되고 있습니다.

1:1 문의
논문 표지

국문 초록

영문 초록

To develop a shipping company insolvency prediction model, we sampled shipping companies that closed between 2005 and 2023. In addition, a closed company and a normal company with similar asset size were selected as a paired sample. For this study, data of a total of 82 companies, including 42 closed companies and 42 general companies, were obtained. These data were randomly divided into a training set (2/3 of data) and a testing set (1/3 of data). Training data were used to develop the model while test data were used to measure the accuracy of the model. In this study, a prediction model for Korean shipping insolvency was developed using financial ratio variables frequently used in previous studies. First, using the LASSO technique, main variables out of 24 independent variables were reduced to 9. Next, we set insolvent companies to 1 and normal companies to 0 and fitted logistic regression, LDA and QDA model. As a result, the accuracy of the prediction model was 82.14% for the QDA model, 78.57% for the logistic regression model, and 75.00% for the LDA model. In addition, variables ‘Current ratio’, ‘Interest expenses to sales’, ‘Total assets turnover’, and ‘Operating income to sales’ were analyzed as major variables affecting corporate insolvency.

목차

1. Introduction
2. Literature Review
3. Methodology
4. Empirical Analysis
5. Conclusion
Acknowledgements
References

키워드

해당간행물 수록 논문

참고문헌

교보eBook 첫 방문을 환영 합니다!

신규가입 혜택 지급이 완료 되었습니다.

바로 사용 가능한 교보e캐시 1,000원 (유효기간 7일)
지금 바로 교보eBook의 다양한 콘텐츠를 이용해 보세요!

교보e캐시 1,000원
TOP
인용하기
APA

김명희(Myoung-Hee Kim). (2024).A Study on the Insolvency Prediction Model for Korean Shipping Companies. 한국항해항만학회지, 48 (2), 109-115

MLA

김명희(Myoung-Hee Kim). "A Study on the Insolvency Prediction Model for Korean Shipping Companies." 한국항해항만학회지, 48.2(2024): 109-115

결제완료
e캐시 원 결제 계속 하시겠습니까?
교보 e캐시 간편 결제