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Comparison of Multinomial Logit and Logistic Regression on Disability Pensioners` Characteristic
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 Title & Authors
Comparison of Multinomial Logit and Logistic Regression on Disability Pensioners` Characteristic
Kim, Mi-Jung;
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 Abstract
This article studies on disability pensioners` characteristic with multinomial logit and logistic regression model. Seven factors are examined on whether each factor is reflected in degree of disability in the disability pension. By incorporating multinomial logit and logistic regression model, effectiveness and characteristic of the seven factors are investigated on the degree of disability. Result shows all the seven factors are significant on the degree of disability, while among the seven, five factors, age, sex, type of coverage, type of category, insured duration show a trend in degree of disability and the other two, cause of disability and class of standard monthly income are not effective on trend in degree of disability. Results from analyses might be useful for disability pension management.
 Keywords
Disability pension;multinomial logit;logistic regression model;degree of disability;multicategory classification;
 Language
Korean
 Cited by
 References
1.
권선진, 정경배 (2005). 국민연금의 장애연금 개선방안에 관한 연구: 장애연금 수급확대를 중심으로, <사회복지정책> 22, 99-122

2.
김성숙 (2002). <국민연금 급여제도 개선방안(II)>, 국민연금연구센터

3.
변용찬, 김겅희, 윤상용, 배화옥, 박성민, 최미영 (2004). <장애인의 종합적 소득보장체계 구축방안>, 한국보건사회연구원

4.
오근식 (2001). <장애연금제도 개성방안>, 국민연금연구센터

5.
원종욱 (2002). <장애, 유족연금 심사업무 효율화 방안>, 한국보건사회연구원

6.
Dietterich, T. G. and Bakiri, G. (1991). Error-correcting output codes: A general method for improving multi-class inductive learning programs, In Proceedings of the Ninth National Conference on Artificial Intelligence (AAAI-91), 572-577

7.
Dietterich, T. G. and Bakiri, G. (1995). Solving multi-class learning problems via error-correcting output codes, Journal of Artificial Intelligence Research, 2, 263-286

8.
Maddala, G. S. (1983). Limited-Dependent and Qualitative Variables in Economics, Cambridge university Press, Cambridge

9.
Moroney, R. (1991). Social Policy and Social Work: Critical Essays on the Welfare State (Modern Applications of Social Work), Aldine De Gruyter, Berlin

10.
SAS (2000). SAS System for Windows V.9.1, SAS Institute Inc