• Title/Summary/Keyword: importance sampling (IS)

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Developing statistical models and constructing clinical systems for analyzing semi-competing risks data produced from medicine, public heath, and epidemiology (의료, 보건, 역학 분야에서 생산되는 준경쟁적 위험자료를 분석하기 위한 통계적 모형의 개발과 임상분석시스템 구축을 위한 연구)

  • Kim, Jinheum
    • The Korean Journal of Applied Statistics
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    • v.33 no.4
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    • pp.379-393
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    • 2020
  • A terminal event such as death may censor an intermediate event such as relapse, but not vice versa in semi-competing risks data, which is often seen in medicine, public health, and epidemiology. We propose a Weibull regression model with a normal frailty to analyze semi-competing risks data when all three transition times of the illness-death model are possibly interval-censored. We construct the conditional likelihood separately depending on the types of subjects: still alive with or without the intermediate event, dead with or without the intermediate event, and dead with the intermediate event missing. Optimal parameter estimates are obtained from the iterative quasi-Newton algorithm after the marginalization of the full likelihood using the adaptive importance sampling. We illustrate the proposed method with extensive simulation studies and PAQUID (Personnes Agées Quid) data.

Effects of the Job Characteristics of Tax Officials on Empowerment and Organizational Effectiveness (세무공무원의 직무특성이 임파워먼트와 조직유효성에 미치는 영향)

  • Park, Jun-Cheul;Hong, Soon-Bok
    • The Journal of the Korea Contents Association
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    • v.11 no.12
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    • pp.258-265
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    • 2011
  • The purpose of the study is to find out the causal relationship between the job characteristics of tax officials and empowerment and organizational effectiveness. The subjects were the tax officials from regional tax offices and tax offices in Busan and South Gyeongsang Province selected by convenience sampling and 350 questionnaires were analyzed. The study results showed that their job importance and job autonomy had positive effects on empowerment and the higher the empowerment was, the higher organizational effectiveness was, and the higher their job satisfaction was, the higher their organizational commitment was. The results reflected the job characteristics of the administrative tasks of tax organizations. Therefore, the tax officials should be empowered by encouraging their willing participation and creativity and vesting authority and responsibility in them and should be motivated to achieve higher organizational performance through their job satisfaction and organizational commitment.

Cervical Cancer Prevention Knowledge and Attitudes among Female University Students and Hospital Staff in Iran

  • Asgarlou, Zoleykha;Tehrani, Sepideh;Asghari, Elnaz;Arzanlou, Mohammad;Naghavi-Behzad, Mohammad;Piri, Reza;Sheyklo, Sepideh Gareh;Moosavi, Ahmad
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.11
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    • pp.4921-4927
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    • 2016
  • Background: Cervical cancer is a major preventable cancers. The, current study aimed to assess relevant knowledge and attitude of female students and hospital staff in Iran. Method: This cross-sectional study was conducted in Medical and Nursing faculties and hospitals of East-Azerbaijan Province of Iran. Participants were medical and paramedical female students and female staff in hospitals selected by stratified random sampling techniques. Tools for data collection were questionnaires for which validity and reliability had been verified (${\alpha}=0.8$). Descriptive and inferential statistics were used to analyze data with SPSS.16. Result: Response rates were 71 % (426 from 600) and 63.5% (254 from 400) for students and staff, respectively. Some 29.1% admitted that they had no information about cervical cancer, only 70 (10.3%) thinking their knowledge as high, 360 (52.9%) as intermediate, and 237 (34.9%) as low. While 93% of participants considered cervical cancer as a severe health problem, the only statistically significant relationships with knowledge were for education (p<.001) and occupation (p<.001) variables. Conclusion: Given the importance of the roles of medical students and personnel as information sources and leaders in health and preventive behavior, increasing and improving their scientific understanding seems vital. Comprehensive and appropriate education of all people and especially students and personnel of medical sciences and improving attitudes towards cervical cancer and its monitoring are to be recommended.

Relationship between Cholesterol and Oxidative Potential from Meat Cooking (고기구이 초미세먼지 내 콜레스테롤 및 산화 잠재력과의 관계)

  • Lee, Yongmin;Kim, Eunyoung;Ryu, Chunho;Oh, Sea-Ho;Joo, Hungsoo;Bae, Min-Suk
    • Journal of Korean Society for Atmospheric Environment
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    • v.34 no.5
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    • pp.639-650
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    • 2018
  • Identification of the major sources contributing to PM is of importance in order to understand their quantitative contributions to atmosphere. In the viewpoint of the meat cooking in Korea, only a few analyses of organic molecular markers have been conducted due to analytical difficulties. In this study, ten different parts of meat (i.e., blade shoulder, belly, and arm shoulder of pork; ribeye roll, top blade muscle, and short plate of beef; leg quarter, breast, and wing of chicken; duck; mackerel) were pyrolyzed to generate the cooked PM using an electronic heating plate. Generated PM were collected by the pyrolysis sampling system to identify total carbon (TC) using a carbon analyzer and cholesterol using a Liquid chromatography tandem-mass spectrometry (LC-MSMS) based on fragmentor voltage (FV), precursor ion, collision energy, product ion. In addition, oxydative potential (OP) analysis using dithiothreitol (DTT) method were discussed to investigate the toxicity relates. Highly correlated pairwise scatterplots between the cholesterol and TC indicate that oxydative potential was highly associated with different parts of meat. This study provides insight into the meat cooking components of PM, which could be drivers of the oxidative potential relates.

The Care of Infant in Group Settings (영·유아의 단체양육에 관한 일 연구)

  • Chang, Young Hee;Lee, So Hee
    • Korean Journal of Child Studies
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    • v.3
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    • pp.1-15
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    • 1982
  • I. Objectives This study was done to analyze and evaluate the attitudes of the working mothers toward the care of infants in group settings. II. Method and Procedures 1. Standardized questionnaire were sent out to look into the following: 1) the attitude of working mothers, who have infants below 4 years of age, regarding their job, care-taker and group settings. 2) the status of taking care of their infants 2. Subjects Women teachers of Seoul and Kyung Ki primary school districts, who have infants below age 4. The selection of these subjects were done by random sampling. III. Results 1. Attitudes regarding their jobs: The first reason for retaining their jobs are for financial reasons; whereas, their intents of self-actualization and contributions to society comes next. 2. The Status of Caretakers 60.7% of the care-takers are family-related members, and 38.3% are not. The educational level of caretakers are as follows, with 19.6% of the caretakers without any formal education, 44% with primary education, and 18.7% having high school education. The reasons for the dissatisfaction by the caretakers are low education, a frequent change of caretaker, and an attitude without affection. The cost of child caring is high, the main reason being the heavy expense spent on the caretakers. 3. Attitudes of care in group settings: 85.9% of the subjects responded with positive reactions for the necessity of having group-settings. The reasons given for the importance of having a group setting are early experience, social interaction with peer group and educational functioning, in addition to protective care. They desire for a family-style care which can raise infants under high quality of care.

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Preferences about Senior Congregate Housing by Attitudes on Work and Leisure in Later Life (노후의 일 . 여가 태도에 따른 노인공동생활주택 선호 경향)

  • 홍형옥;유병선
    • Journal of Families and Better Life
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    • v.21 no.5
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    • pp.13-24
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    • 2003
  • Regarding leisure and work as very important in residential life of old ages, this study analyzed their preference by leisure and work for senior congregate housing, which can provide proper work and leisure activities for older people who are able to manage their social activities with healthy condition. It conducted a survey of middle aged of the 50's who would face problems of senior housing in 2010, with stratified sampling by region, sex and housing structure type. Totally 556 Questionnaires were used for the final analysis. The research results showed that, first, the group which was positive toward their works mostly had spouse of the age of early 50' s and work for professional, technological, managerial positions with good health. Second, the more positive group towards their work showed high willingness to move in senior congregate housing, than a negative group towards their work, and put a weight on the openness of shared space and facilities as well as various alarming equipments, common space, common programs and the ability of managers. Third, according to the attitudes toward leisure activities, there were differences in each group by housing structure type, education of their own or their spouses, monthly income, property, economic ability, health condition, living together with spouse, housing tenureship, and usable area of houses. The fourth was that those who enjoy active leisure activities presented high willingness to move in senior congregate housing than those of negative attitude and also there was a difference in managerial ways. Throughout the results of the study, it appeared that a group of positive attitude toward work and leisure, than that of negative attitude, recognized the importance of senior congregate housing which social and leisure programs could support. It implied necessary to develop housing for the older people who have enough ability to manage their leisure activity as well as their work. The study is likely to have a contribution to suggest practical data for helping the development of housing for self-reliant seniors by analyzing their preference on senior congregate housing by their attitudes toward work. The research for the factors of various designs and managements by leisure and work may become the following research theme of the study.

Carrying Capacity Estimation and Management Planning of the Seonjeong Royal Tomb(I) -Soil Environment and Vegetation Analysis- (선정릉의 적정수용능력 추정 및 관리방안(I) -토양환경 및 식생분석-)

  • 이경재;오구균;권영선
    • Journal of the Korean Institute of Landscape Architecture
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    • v.14 no.3
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    • pp.33-45
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    • 1987
  • The Seonjeong royal tomb is one of many historic sites in and around Seoul city and its natural environment and landscape have born damaged seriously by heavy use. So conservation planning with an estimation of reasonable carrying capacity shall be required In aspect of not only historic site conservation, but also urban forest and nature park management. Eight sites were sampled with clumped sampling method during July of 1986 and five quadrats were examined in each site. Environmental factors, actual vegetation, and environmental impact grade were investigated in field and vegetational structure was analyzed by estimation of importance value, species diversity, similarity index, DBH class distribution, etc. The result of this study can be summarized as follows. 1. Damage on soil and vegetation of middle and lower layer increased according to amount of users'impact. 2. Semi - natural vegetation covered 63% of the total area(22.2 ha) and its major species were Pinus densiflora, Quercus aliena, Q mongolica, Sorbus alnifolia, etc. Pinus densiflora was a dominant species in heavy impact area. 3. Environmental impact grade 3, 4 and 5 area covered 51% of the seminatural vegetation, Especially, the area of impact grade 4 and 5 should be restored because self-refair seemed to be impossible. 4. The semi-natural vegetation was classified with four plant communities; two P.densiflora comm., Q. mongolica-P. densiflora comm. and Q. aliena comm. One of the P. densifolra comm. was destroyed seriously with no younger trees in middle and lower layer by overuse impact and would be bareland soon. But Q. aliena comm.in light impact area showed just completion of plant succession from P. densiflora comm.

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A Study on the Handwashing of NICU nurses in a University Hospital (일개 대학병원 신생아 중환자실 간호사의 손씻기에 관한 조사 연구)

  • Jeong Ihn-Sook;Yi Young-Hee
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.4 no.2
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    • pp.229-243
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    • 1997
  • Especially in NICU(Neonatal Intensive Care Unit), handwashing is an important factor in decresing nosocomial infections due to reduced immunity, prematurity and various invasive procedures. The purpose of this study was to investigate the basic characteristics related to handwashing by NICU nurses. It was composed of three parts ; questionnaire survey I (genoral characteristics of handwashing), questionnaire survey II(the awareness degree of handwashing importance) and actual performance. This study was performed from Oct. 8 to 14 in 1994. The results of this study were as follows ; 1. Frequency of handwashing were different by shift of working about 47.1% of the respondents. They were washing most frequently during day-shift about 75% of above. According to self evaluation to handwashing frequency, 64.7% of the respondents said their frequency of handwashing was inadequate, because of being too busy.(45.1%), bothering caused by detergent or disinfectant(17.6%), and too far from handwashing facilities(17.6%). 2. The most common handwashing agent was soap(88.2%), 52.9% of the subjects experienced adverse effects after handwashing ; rough hand(44.5%), dryness(33.3%) All subjects washed their hands with running water, and 70.6% of the subjects washed upto wrist. In duration of handwashing, 52.9% of subjects washed hands 5 to 10 seconds, 29.5% of them did 11 to 15 seconds. 3. 29.4% among subjects had participated to take in the handwashing educational program. About 60% responded they would like to take the course of handwashing if possible. 4. The important nursing activities that need handwashing were chaning of caring ostomy, suctioning, chaning IV dressing site. On the other hand, they responded handwashing was not essential before dealing with omitus, before and after transfering machine, before chaning diaper(stool) 5. Handwashing performance was 61.7%. Among seven nursing activities, suctioning(73.4%) was the highest, the next was dealing with discharge or sampling(71.1%), the lowest was bathing(34.6%). The performance was better after(70.2%) nursing activities that before(52.5%), and day(63.6%) or evening(68.3%) shift than night(56.7%)

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A Study of Causal Relationship between Worker's Participation & Communication in Industrial Accident Prevention Activities and Industrial Accident Reduction (근로자참여와 소통이 산업재해 감소에 미치는 인과관계 구조모형 연구)

  • Yi, Kwan-Hyung;Oh, Ji-Young;Cho, Hm-Hak;Kim, Jun-Ho
    • Journal of the Korea Safety Management & Science
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    • v.11 no.2
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    • pp.19-26
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    • 2009
  • This study was designed to analyse the performance and the mechanisms of workers' participation and communications in industrial accident prevention activities leading to the reduction of industrial accidents. This study also aimed to find out the causal relationship influencing the promotion of prevention activities of industrial accidents. Of the manufacturing businesses with more than 5 workers as the population of the survey, a questionnaire was conducted with 2,500 workspaces chosen by stratified sampling. Out of 2500 workspaces, 971 workspaces equipped with industrial safety and health committee were analysed in this study. According to the results of this study, the primary influential factors on safety activities were the management of industrial accidents and the cooperations between supervisors and workers on site. The secondary influential factor was the establishment of industrial safety and health committee. Regarding the effectiveness of industrial accident reduction, -0.01 was shown by workplace safety activities by themselves and -0.09 was shown by participation and communications through indirect safety activities. This indicated workers' participation and communications play an important role in the reduction of industrial accidents. By discovering the clue to the mechanism of the workers' participation and communications, this study is expected to stimulate the reduction of industrial accidents by emphasizing the importance of workers' participation and communications in resolving the safety and health problem in the workplaces.

Development of a Appearance related Quality of Life Instrument for Korean Men and Investigation on Body Factors Influencing Appearance related Quality of Life (한국 남성들의 외모 관련 삶의 질 척도 개발 및 외모 관련 삶의 질에 영향을 미치는 신체요인 분석)

  • Yu, Haekyung;Ko, Sunyoung
    • Fashion & Textile Research Journal
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    • v.18 no.5
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    • pp.595-605
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    • 2016
  • Importance of appearance as a means of self-expression and communication is increasing in modern society even for men. And appearance has become an significant factor affecting men's quality of life. The main objectives of this study were to develop an instrument measuring appearance related quality of life(ARQoL), and examine the body factors influencing ARQoL. The ARQoL instrument was developed from in-depth interviews, focus group interviews, and literature review, and were revised through two pre-tests. The final questionnaire was administered through on-line survey with 440 men. Quota sampling was used based on age and body size. The results indicated that high ARQoL group showed significantly higher satisfaction on body factors including face, weight, shape, body proportion, hair, and overall impression than low ARQoL group. There was no significant difference in terms of satisfaction on height between two groups. Factor analysis showed that ARQoL consists of four factors - physical, economic, psychological and social factors. Overall impression was the most important body factor affecting all four factors of ARQoL and has very strong influence especially on economic ARQoL. BMI was also a significant factor affecting physical, economic and social ARQoL except psychological factor of ARQoL. Face had significant influence only on economic and psychological aspects of ARQoL.