• 제목/요약/키워드: rank regression

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유아의 도덕성 발달과 가족요인들과의 관계에 대한 연구 (Family Factors and the Moral Development of Young Children)

  • 황혜원
    • 아동학회지
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    • 제24권2호
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    • pp.35-49
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    • 2003
  • 아동의 도덕성 발달이 가정환경적 요인과 사회적 요인들에 의하여 영향을 받는다는 것은 이미 여러 선행연구에 의해 밝혀진 바이다. 하지만 아동은 유아기 때부터 그들이 가지고 있는 정의와 공평에 대한 개념을 바탕으로 도덕적 판단, 즉 무엇이 옳고 그른지에 대한 결정을 함에도 불구하고, 대부분의 연구들은 편의상 초, 중, 고등학교 학생을 대상으로 하고 있다. 이에 따라 본 연구는 6, 7세 유아의 도덕성 발달이 어떤 가족요인들에 의해 영향을 받는지를 살펴보고자 한다. 여러 가족요인들 중에서 본 연구는 가정의 사회인구학적 변인, 어머니의 가치관과 종교, 그리고 가정환경의 질에 초점을 두었다. 6,7세 아동과 어머니 41쌍이 조사 관찰되었다. 아동의 도덕성 발달은 Moral Development Scale Interview에 의해, 어머니의 가치관은 Schaefer and Edgerton Rank-Order of Parental Values에 의해, 가정환경의 질은 Home Observation for the Measurement of the Environment(Preschool Version)에 의해 측정되었으며, 자료분석을 위해 correlation, t-test, multiple regression, path analysis가 사용되었다. 이에 따른 본 연구의 결과는, 가정환경의 질이 유아의 도덕성 발달과 정적인 상관관계가 있음을 증명 하였다. 즉, 어머니가 유아에게 지지적이고 자극적인 가정환경을 제공할수록 유아는 Moral Development Scale Interview에서 더 높은 접수를 받았다. 다중회귀분석에서도 가정환경의 질이 유아의 도덕성 발달을 예측하는 가장 영향력 있는 변인으로 나타났다. 또한 본 연구를 통하여 어머니의 교육정도와 가정의 소득정도가 가정환경의 질을 예측하는 중요한 요인임이 확인되었다.

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IKONOS 위성영상을 이용한 중국 장백산 일대의 식생분류 및 바이오매스 추정 (Vegetation Classification and Biomass Estimation using IKONOS Imagery in Mt. ChangBai Mountain Area)

  • ;이우균;;이종열;곽한빈;최성호;곽두안;박태진
    • 한국산림과학회지
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    • 제101권3호
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    • pp.356-364
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    • 2012
  • 본 연구에서는 접근이 어려운 장백산 중국 지역의 바이오매스를 현장조사 자료와 IKONOS 위성영상을 이용하여 추정하였다. IKONOS 위성영상을 이용하여 임상단위로 수종구분을 하고, 위성영상으로부터 추정된 식생지수와 기존 연구에서 추정된 장백산 일부 지역의 바이오매스(Biomass)를 이용하여 회귀분석을 실시하였다. 이때, 위성영상으로부터 추정된 식생지수 5가지(SAVI, NDVI, SR, ARVI, EVI)와 현장정보가 이용되었다. 그 결과 5가지 식생지수와 바이오매스간의 상관관계의 결정계수의 순위는 다음과 같이 SAVI(0.84), NDVI(0.73), SR(0.59), ARVI(0.0036), EVI(0.0026) 나타났다. 이와 같은 결과를 바탕으로 최종적으로, 장백산 일부 지역에 대한 수종별 바이오매스 분포량을 산출함으로써 천연림의 탄소흡수원 추정을 위한 기초자료를 마련하였다.

Genetic Variants in the PI3K/PTEN/AKT/mTOR Pathway Predict Platinum-based Chemotherapy Response of Advanced Non-small Cell Lung Cancers in a Chinese Population

  • Xu, Jia-Li;Wang, Zhen-Wu;Hu, Ling-Min;Yin, Zhi-Qiang;Huang, Ming-De;Hu, Zhi-Bin;Shen, Hong-Bing;Shu, Yong-Qian
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권5호
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    • pp.2157-2162
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    • 2012
  • Objective: The PI3K/PTEN/AKT/mTOR signaling pathway has been implicated in resistance to cisplatin. In the current study, we determined whether common genetic variations in this pathway are associated with platinum-based chemotherapy response and clinical outcome in advanced non-small cell lung cancer (NSCLC) patients. Methods: Seven common single nucleotide polymorphisms (SNPs) in core genes of this pathway were genotyped in 199 patients and analyzed for associations with chemotherapy response, progression-free survival (PFS) and overall survival (OS). Results: Logistic regression analysis revealed an association between AKT1 rs2494752 and response to treatment. Patients carrying heterozygous AG had an increased risk of disease progression after two cycles of platinum-based chemotherapy compared to those with AA genotype (Adjusted odds ratio (OR)=2.18, 95% confidence interval (CI): 1.00-4.77, which remained significant in the stratified analyses). However, log-rank test and cox regression detected no association between these polymorphisms in the PI3K pathway genes and survival in advanced NSCLC patients. Conclusions: Our findings suggest that genetic variants in the PI3K/PTEN/AKT/mTOR pathway may predict platinum-based chemotherapy response in advanced NSCLC patients in a Chinese population.

Survival Analysis and Prognostic Factors for Colorectal Cancer Patients in Malaysia

  • Hassan, Muhammad Radzi Abu;Suan, Mohd Azri Mohd;Soelar, Shahrul Aiman;Mohammed, Noor Syahireen;Ismail, Ibtisam;Ahmad, Faizah
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권7호
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    • pp.3575-3581
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    • 2016
  • Background: Cancer survival analysis is an essential indicator for effective early detection and improvements in cancer treatment. This study was undertaken to document colorectal cancer survival and associated prognostic factors in Malaysians. Materials and Methods: All data were retrieved from the National Cancer Patient Registry-Colorectal Cancer. Only cases with confirmed diagnosis through histology between the year 2008 and 2009 were included. Retrieved data include socio-demographic information, pathological features and treatment received. Survival curves were plotted using the Kaplan-Meier method. Univariate analysis of all variables was then made using the Log-rank test. All significant factors that influenced survival of patients were further analysed in a multivariate analysis using Cox' regression. Results: Total of 1,214 patients were included in the study. The overall 3- and 5-year survival rates were 59.1% and 48.7%, respectively. Patients with localized tumours had better prognosis compared to those with advanced stage cancer. In univariate analysis, staging at diagnosis (p<0.001), primary tumour size (p<0.001), involvement of lymph nodes (p<0.001) and treatment modalities (p=0.001) were found to be predictors of survival. None of the socio-demographic characteristics were found to exert any influence. In Cox regression analysis, staging at diagnosis (p<0.001), primary tumour size (p<0.001), involvement of lymph nodes (p<0.001) and treatment modalities (p<0.001) were determined as independent prognostic factors of survival after adjusted for age, gender and ethnicity. Conclusions: The overall survival rate for colorectal cancer patients in Malaysia is similar to those in other Asian countries, with staging at diagnosis, primary tumor size, involvement of lymph node and treatment modalities having significant effects. More efforts are needed to improve national survival rates in future.

119 구급대원의 직무스트레스, 소진이 삶의 질에 미치는 영향 (Effects of job stress and burnout on the quality of life among 119 EMTs)

  • 윤유진;홍선우
    • 한국응급구조학회지
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    • 제22권3호
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    • pp.131-148
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    • 2018
  • Purpose: This study examined the associations of job stress and burnout with the quality of life (QOL) among 119 emergency medical technicians (EMTs). Methods: Using a descriptive correlational design, 260 EMTs working in D City or S City completed the questionnaires. Hierarchical multiple regression analysis was conducted to determine the predictors of QOL among 119 EMTs. Results: Overall, there was relatively low job stress among 119 EMTs. There were significant differences in job stress and burnout by general characteristics, especially regarding those of gender, service career, job rank, and self-reported health. In a hierarchical multiple regression, general characteristics explained 29% of QOL (Model I, F=16.369, p<.001). The explanatory power for QOL increased to 49% upon adding job stress (Model II, F=18.737, p<.001), and 59% upon adding burnout (Model III, F=22.621, p<.001). In the last model, self-reported health (${\beta}=.316$, p<.001), job demand (${\beta}=-.130$, p=.009), job insecurity (${\beta}=-.136$, p=.010), lack of reward (${\beta}=-.189$, p=.001), emotional exhaustion (${\beta}=-.196$, p=.004) and lack of personal accomplishment (${\beta}=-.334$, p<.001) were significant predictors of QOL among 119 EMTs. Conclusion: Based on the results, it is necessary to assess and manage job stress and burnout systematically among EMTs, and to develop health improvement programs for better QOL.

Discontinuation of antiplatelet therapy after stent-assisted coil embolization for cerebral aneurysms

  • Tae Gon Kim
    • Journal of Cerebrovascular and Endovascular Neurosurgery
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    • 제25권2호
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    • pp.132-142
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    • 2023
  • Objective: Dual antiplatelet therapy (DAPT) is usually temporarily used after stent-assisted coil embolization (SACE), and is commonly converted to mono antiplatelet therapy (MAPT) for indefinitely. In this study, we aimed to find the possibility of discontinuing MAPT, and to determine the proper period of DAPT use. Methods: We used the Standard Sample Cohort DB dataset from the National Health Insurance Sharing Service. Among approximately 1 million people in the dataset, SACE was performed in 214 patients whose data this study analyzed. The relationship between discontinuation of antiplatelet therapy and intracranial hemorrhage or cerebral infarction was analyzed using multiple logistic regression, considering all confounding variables. The survival rate according to the continuation of antiplatelet therapy was obtained using Kaplan-Meier analysis, and the difference in survival rate according to the continuation of antiplatelet therapy was verified using the log-rank test. The hazard ratio according to continuation of antiplatelet therapy was obtained using the Cox proportional hazards model. The analysis was conducted by applying the same statistical method to the duration of DAPT use. Results: Among 214 patients who underwent SACE, 50, 159 and five patients continued, discontinued and did not use antiplatelet therapy (except at the time of procedure), respectively. In multiple logistic regression analysis, discontinuation of antiplatelet agents (including aspirin) and the period of DAPT use did not affect the occurrence of intracranial hemorrhage or cerebral infarction, considering various confounding factors. In the survival analysis according to the continuation of antiplatelet agents, patients who continued to use antiplatelet agents had a higher survival rate than those in other groups (p=0.00). The survival rate was higher in the rest of the group than in the group that received DAPT for three months (p=0.00). Conclusions: Continuation of antiplatelet agents or the period of DAPT use did not affect the occurrence of intracranial hemorrhage or cerebral infarction. Considering the survival rate, it would be better to maintain at least three months of antiplatelet therapy and it might be recommended to continue DAPT use for 12 months.

Estimation of bridge displacement responses using FBG sensors and theoretical mode shapes

  • Shin, Soobong;Lee, Sun-Ung;Kim, Yuhee;Kim, Nam-Sik
    • Structural Engineering and Mechanics
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    • 제42권2호
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    • pp.229-245
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    • 2012
  • Bridge vibration displacements have been directly measured by LVDTs (Linear Variable Differential Transformers) or laser equipment and have also been indirectly estimated by an algorithm of integrating measured acceleration. However, LVDT measurement cannot be applied for a bridge crossing over a river or channel and the laser technique cannot be applied when the weather condition is poor. Also, double integration of accelerations may cause serious numerical deviation if the initial condition or a regression process is not carefully controlled. This paper presents an algorithm of estimating bridge vibration displacements using vibration strains measured by FBG (Fiber Bragg Grating) sensors and theoretical mode shapes of a simply supported beam. Since theoretically defined mode shapes are applied, even high modes can be used regardless of the quality of the measured data. In the proposed algorithm, the number of theoretical modes is limited by the number of sensors used for a field test to prevent a mathematical rank deficiency from occurring in computing vibration displacements.89The proposed algorithm has been applied to various types of bridges and its efficacy has been verified. The closeness of the estimated vibration displacements to measured ones has been evaluated by computing the correlation coefficient and by comparing FRFs (Frequency Response Functions) and the maximum displacements.

야구 피타고라스 승률의 수렴특성 (Convergence characteristics of Pythagorean winning percentage in baseball)

  • 이장택
    • Journal of the Korean Data and Information Science Society
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    • 제27권6호
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    • pp.1477-1485
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    • 2016
  • 본 연구에서는 한국프로야구에서 팀의 득점과 실점을 가지고 시즌 승률을 예측하는 야구의 피타고라스 정리에 의한 기대승률의 수렴특성을 살펴보았다. 사용한 자료는 2005년부터 2014년까지의 한국프로야구 정규시즌 초부터 정규시즌 말까지의 팀대 팀 전체기록이며, 그 결과 야구 팀의 특징 중에서 팀의 순위와 경기진행률이 수렴특성에 영향을 주는 것으로 나타났다. 팀의 순위는 하위 팀들의 기대승률이 최종 기대승률에 빨리 수렴하였으며, 경기진행률은 20% 이하에는 최종 기대승률과 많은 차이를 보였으나 70% 이상부터는 통계적으로 최종 기대승률과 유의한 차이가 발생하지 않았다.

한국 공군 주력 전투기 조종실의 사용성과 조종사의 근 골격계 불편도에 대한 연구 (Usability of Cockpit Design and Musculoskeletal Discomfort in Korean Air Force Fighter Pilots)

  • 변승남;이동훈
    • 대한산업공학회지
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    • 제25권1호
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    • pp.100-110
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    • 1999
  • The objectives of this study are twofold: (1) to evaluate the cockpit of three Korean air force fighters such as F-4, F-5, and F-16 in an ergonomic perspective and (2) to measure the musculoskeletal discomfort of the fighter pilots. For the study, 369 air force pilots from 7 squadrons were surveyed. The study shows that the cockpit design of F-16 is superior to the others. However, F-4 is the worst among them. Statistical analyses reveal that the seat in the cockpit raised the most complaints, regardless of types of fighter planes. The main problems with the seat included inappropriate designs of the backrest angle, seat cushioning, and parachute harness. Also frequently cited are various control switches, control stick, rudder pedal, and the throttle. That these items lack human integration is found in remote positions and improper dimensions. The implications of these findings are discussed. The self-reported musculoskeletal complaints show that the main discomfort is on the back and neck. Also, the buttocks, shoulders, and the legs/knees are common sites of discomfort. A stepwise regression analysis shows that the back discomfort, is mainly caused by the use of the seat, rudder pedal, control stick, and switches. A Spearman rank correlation coefficient test also reveals that job dissatisfaction of the pilots is related to the complaints with the cockpit and musculoskeletal discomfort. These findings suggest that more comprehensive studies for cockpit design in the aspects of functional anthropometry of Korean pilots are needed to reduce the musculoskeletal discomfort.

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The impact of hair coat color on longevity of Holstein cows in the tropics

  • Lee, C.N.;Baek, K.S.;Parkhurst, A.
    • Journal of Animal Science and Technology
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    • 제58권12호
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    • pp.41.1-41.7
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    • 2016
  • Background: Over two decades of observations in the field in South East Asia and Hawai'i suggest that majority of the commercial dairy herds are of black hair coat. Hence a simple study to determine the accuracy of the observation was conducted with two large dairy herds in Hawaii in the mid-1990s. Methods: A retrospective study on longevity of Holstein cattle in the tropics was conducted using DairyComp-305 lactation information coupled with phenotypic evaluation of hair coat color in two large dairy farms. Cows were classified into 3 groups: a) black (B, >90%); b) black/white (BW, 50:50) and c) white (W, >90%). Cows with other hair coat distribution were excluded from the study. In farm A, 211 out of 970 cows were identified having 4 or more lactations. In farm B, 690 out of 1,350 cows were identified with 2 or more lactations for the study. Results: The regression analyses and the Wilcoxon-Log-rank test for survival probability showed that Holstein cattle with 90% black hair coat had greater longevity compared to Holstein cattle with 90% white hair coat. Conclusions: This study suggests that longevity of Holstein cattle in tropical regions was influenced by hair coat color and characteristics.