다중 명목 로지스틱 회귀분석을 이용한 중·고령 건설근로자의 개인별 안전교육 예측모델 개발
The Development of Personal Safety Education Prediction Model for Middle and Old Aged Construction Workers Using Multiple Name Logistic Regression Analysis
An observation of the mortality rate in the construction industry by age for the past five years shows that the mortality rate of those 50 years of age and older is consistently increasing. As the number of middle and old aged workers is continuously increasing, their hazard rate is also increasing so hazard prevention efforts for them are being urgently demanded. In particular, with regard to middle and old aged workers, there are many experienced in construction so wrong work methods or habits adopted in the past can cause hazards so safety education that can allow middle and old aged workers to adopt proper work methods or habits is urgently needed. At this, this study proposes a safety education model for middle and old aged workers that takes into consideration the characteristics of middle and old aged workers. The accuracy of the developed model was evaluated and its applicability was reviewed based on data. Verification of this proposed model was made by conducting a likelihood ratio test and correction rate test and likelihood ratio test results showed that all safety education elements were significant at a significance level of 0.1% and they also had a goodness of fit of 83%, so their potential for applicability in actual construction sites was verified. The accuracy of this model will increase as more data accumulates in the future.
목차
Abstract 1. 서론 1.1 연구배경 및 목적 1.2 연구의 방법 및 내용 2. 예비적 고찰 2.1 중·고령근로자의 정의 2.2 다중 명목 로지스틱 회귀분석 개요 2.3 선행연구 분석 3. 변수선정 3.1 중․고령 건설근로자의 일반적 특성 요소 도출 3.2 건설 안전교육 요소 도출 4. 데이터 수집 및 분석 4.1 설문조사 4.2 분석결과 5. 모델 개발 6. 모델 검증 7. 결론 REFERENCES
키워드
중·고령근로자로지스틱회귀분석건설현장안전교육모델Aged construction workersLogistic RegressionConstruction sitesSafety Education Model
대한건축학회지회연합회 [The Regional Association of Architectural Institute of Korea]
설립연도
2000
분야
공학>건축공학
소개
본회는 건축에 관한 학술․ 예술․ 기술을 연구 연마하는 지회회원들의 입지향상과 회원상호간의 친목도모와 함께 건축 문화창달에 기여함을 목적으로 한다.
목적을 달성하기 위하여 다음의 사업을 한다.
1. 지회회원의 입지향상과 친목도모
2. 건축에 관한 조사․연구지도 및 이에 관련된 사업
3. 회지, 논문집, 연구보고서 기타 건축에 관한 도서의 간행
4. 건축에 관한 강습회․강연회․간담회․전람회․견학회 등의 개최
5. 건축에 관한 계획, 감독, 기술검토에 대한 국가공공기관 기타의뢰에 관한 사항
6. 국내외 관계 제 학회와의 교류 및 회의참석
7. 기타 본회 목적달성에 필요한 사업
간행물
간행물명
대한건축학회연합논문집 [Journal of the Regional Association of Architectural Institute of Korea]