• Title/Summary/Keyword: 다중회귀분석식

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Factors Affecting the Turnover Intention for Radiologic Technologists Working in Private Clinic and University Hospital in Daejeon City, Korea - (병.의원에 근무하는 방사선사들의 이직의사에 관련된 요인 - 대전광역시를 중심으로 -)

  • Kim, Young-Ran;Lee, Tae-Yong;Cheon, Hae-Kyung
    • Journal of radiological science and technology
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    • v.32 no.4
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    • pp.371-380
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    • 2009
  • This study was executed to find out the intensity of turnover intention and its associated factors of radiologic technologists who worked for private clinic and university hospitals in Daejoen. Such variables as social and demographic characteristics, job-related features, job stress, job satisfaction, job performance, organizational commitment and turnover intention were investigated based on the survey of randomly sampled 400 radiologic technologists. The results are summarized as follows. 1. College graduates of private clinic workers were significantly higher than junior college graduates of them in the mean score for turnover intention. And low age groups, unmarried group, no religion group, low job career groups and low income groups of university hospital workers were significantly higher than high age groups, married group, religion group, high job career groups and high income groups of them respectively in the mean score for turnover intention. 2. Private clinic and university hospital workers' low and high groups in the variables of job demand, job control, supervisor support, job satisfaction, organizational commitment showed significant difference in the mean score for turnover intention. specially private clinic workers' low and high groups in the variables of coworker support, job performance showed significant difference in the mean score for turnover intention. 3. A hierarchial multiple regression analysis was conducted to catch the influence of related variables on turnover intention according to private clinic workers and university hospital workers. As a result of the analysis, the higher the degrees of education and job demand were and the lower the degree of job satisfaction was for private clinic workers, the higher the degree of turnover intention was. And the lower the degrees of age, job career, job satisfaction and organizational commitment were for university hospital workers, the higher the degree of turnover intention was. In conclusion, it was found that job demand and job satisfaction for private clinic workers and job satisfaction and organizational commitment for university hospital workers influenced on turnover intention.

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Factors that Influence Social Relations in Elderly People Participating in the Senior Employment Project: Focusing on the Job Satisfaction and Self-esteem (노인일자리 사업 참여노인의 사회적 관계에 영향을 미치는 요인: 자아존중감과 직무만족을 중심으로)

  • Yoo, Yong-Shik
    • The Journal of the Korea Contents Association
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    • v.16 no.7
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    • pp.231-241
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    • 2016
  • The purpose of this study is to examine factors influencing social relations in elderly people participating in the Senior Employment Project and explore ways to improve their life quality by promoting the enhancing social relations in old age based on that. To attain the study goal, this researcher conducted hierarchical multiple regression analysis on 272 elderly persons having experience to participate a senior employment project selected through random sampling. According to the findings, elderly people's internal factors, self-esteem and external factor, job satisfaction, influence social relations in elderly people participating in the Senior Employment Project significantly. In other words, if elderly people participating in the Senior Employment Project have higher self-esteem, and job satisfaction, their social relations are better. Based on the results, this author provides political suggestions as follows: first, it is needed to develop policies and programs that can enhance elderly people's self-esteem. Second, it is necessary to acknowledge their worker's status, diversify business types and areas for them, and improve their labor conditions so that elderly people can show higher job satisfaction. Third, it is needed to develop both official and non-official support systems and build networks to form new social relations.

Depression Symptoms and its Related Factors among the Elderly People Affiliated with Long-term Care Insurance Services in Urban Areas (일부 도시지역 장기요양급여 인정 노인들의 우울수준과 관련 요인)

  • Yoon, Hyun-Suk;Ji, Eun-Mi;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.4
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    • pp.2674-2683
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    • 2015
  • This study was performed to determine the levels of depression(CES-D) and its related factors among the elderly people affiliated with long-term care insurance services in urban areas. The interviews were performed, during the period from March 1st, to May 31th, 2012, to 388 elderlies. As a result, the levels of depression among all subjects were 21.6% of normal group, and 78.4% of depression group. The distribution of depression according to the grade of long-term care insurance were 83.6% in Grade I, 82.1% in Grade II and 67.0% in Grade III, and the level of distribution were significantly higher according to the higher grade of long-term care insurance. For the results of multiple logistic regression analysis, the odds ratio was increased in older age group, in the poor health status group, and in the group of seldom in activity of hobbies than their counterparts, but it was decreased in the higher monthly income group than lower group. Above results suggested that the depression was significantly related with the variables such as sociodemographic characteristics, economic status, health related factors and health status.

The Impact of Family-Friendly Corporate Culture on Employees' Behavior (가족친화적 기업문화가 근로자의 행동에 미치는 영향)

  • Kim, Jeongwoo;Kim, Kyungmi;Park, Hyunjun
    • Journal of Korea Society of Industrial Information Systems
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    • v.23 no.2
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    • pp.75-92
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    • 2018
  • This study investigates the effects of family-friendly corporate policies on employees' job satisfaction, quality of life, organizational commitment, and turnover intention. Data was collected using a self-administered questionnaire from medium sized manufacturing company during the summer of 2017 and received 295 useful responses. The data was analyzed using the multiple and simple regressions. The results showed that the effects of family-friendly corporate policies were significantly positive from the employee's perspective. The employees' awareness of the family-friendly policy was positively correlated with their job satisfaction, quality of life, and organizational commitment, but it was negatively associated with turnover intention. It should be noted that the boss' support at work showed the insignificant effect on the family friendly policy awareness and this result was very different from the previous study. The study concludes that companies as well as employees benefit from family-friendly policies. The study that in order to create a family-friendly corporate culture, the company should not only introduce the policy to employees but also provide the support and atmosphere for the employees to utilize the family-friendly policy easily, and to establish a companywide support policy, organizational practitioners should find the way family-friendly policies to be rooted in the organization.

An Estimation of Link Travel Time by Using BMS Data (BMS 데이터를 활용한 링크단위 여행시간 산출방안에 관한 연구)

  • Jeon, Ok-Hee;Ahn, Gye-Hyeong;Hyun, Cheol-Seung;Hong, Kyung-Sik;Kim, Hyun-Ju;Lee, Choul-Ki
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.13 no.3
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    • pp.78-88
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    • 2014
  • Now, UTIS collects and provides traffic information by building RSE 1,150(unit) and OBE about 51,000(vehicle). it's inevitable to enlarge traffic information sources which use to improve quality of UTIS traffic information for Stabilizing UTIS's service. but there are missing data sections. And, In this study as a way to overcome these problems, based on BIS(Bus information system) installed and operating in the capital area to develop normal vehicle's link transit time estimation model which is used realtime collecting BMS data, we'll utilize the model to provide missing data section's information. For these problem, we selected partial section of suwon-city, anyang-city followed by drive only way or not and conducted model estimating and verification each of BMS data and UTIS traffic information. Consequently, Case2,4,6,8 presented highly credibility between UTIS communication data and estimated value but In the Case 3,5 we determined to replace communication data of UTIS' missing data section too hard for large error. So we need to apply high credibility model formula adjusting road managing condition and the situation of object section.

Health-Related Quality of Life in the Early Childhood of Premature Children (미숙아로 출생한 유아의 건강 관련 삶의 질 정도와 영향요인)

  • Lim, Eun-Hee;Ju, Hyeon-Ok
    • Child Health Nursing Research
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    • v.21 no.1
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    • pp.37-45
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    • 2015
  • Purpose: In this study, a comparison was done of the extent of health-related quality of life (HRQoL) for preterm and fullterm children during early childhood, and factors affecting HRQoL in the early childhood of premature children were analyzed. Methods: Eighty mothers of children born prematurely and 83 mothers of children born at fullterm listed on two Internet cafes were sampled for this study. The major instrument used for the study was the TNO-AZL Preschool Quality Of Life (TAPQOL) questionnaire. Results: Total score for HRQoL in the premature group was 80.5 (${\pm}9.9$) and for the full term group, 85.0 (${\pm}8.3$), on a 100-point scale. A comparison of the premature group and full term group showed that the domains which scored relatively lower with respect to HRQoL included the stomach, motor function, anxiety, liveliness and communication. Among the factors that have an impact on HRQoL were 'length of stay in neonatal intensive care unit (${\geq}7$ days)' and 'birth weight (<1,000 gm)'. The explanation power of the model was 17%, which was statistically significant. Conclusion: These findings indicate that a differentiated premature infant follow-up program for children who are hospitalized over 7 days in NICU or weighed under 1,000g at birth is urgently needed.

Development of Freezing Time Prediction Model and Thermo-physical Properties of Frozen Kimchi (김치 동결시의 물리적 특성 및 동결시간 예측 모델 개발)

  • 정진웅;김병삼;김종훈
    • Food Science and Preservation
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    • v.10 no.2
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    • pp.125-130
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    • 2003
  • This study was carried out to investigate the thermo-physical properties and design Freezing time prediction model from data of freezing test of Kimchi. Density of Kimchi were measured as 1001.9 ${\pm}$0.03 kg/㎥ at unfrozen state, 987.0 ${\pm}$0.07 kg/㎥ at frozen state and volume of the Kimchi expanded 4.67% at -l5$^{\circ}C$. Initial freezing point of Kimchi and seasoning were -4.0$^{\circ}C$ and -2.5$^{\circ}C$, respectively. Freezing ratio of Kimchi were estimated more than 50% at -5.0$^{\circ}C$, more than 75% at -l0$^{\circ}C$ and approximately 90% at -25$^{\circ}C$. To obtain equation for freezing time prediction of Kimchi, freezing time(Y) was regressed against the reciprocal( $X_3$) of difference of initial freezing point and freezing medium temperature, reciprocal( $X_4$) of surface heat transfer coefficient, the initial temperature( $X_1$) and thickness( $X_2$) of samples. As results of the multiple regression analysis, equations were obtained as follows. Y$_{kimchi}$=3.856 $X_1$+13982.8 $X_2$+8305.166 $X_3$+ 3559.181 $X_4$-639.189( $R^2$=0.9632). These equations shown better results than previous models, and the accuracy of its was very high as average absolute difference of about 10% in the difference between the fitted and experimental results.

Processing Quality of Potato (Solanum tuberosum L.) Tubers as Influenced by Soil and Climatic Conditions (감자의 가공품질에 영향을 미치는 토양 및 기상조건)

  • Jeong, Jin-Cheol;Yun, Yeong-Ho;Chang, Dong-Chil;Park, Chun-Soo;Kim, Sung-Yeol
    • Korean Journal of Environmental Agriculture
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    • v.22 no.4
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    • pp.261-265
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    • 2003
  • In order to examine the difference in processing quality of potato tubers among localities, chemical properties of soils were analyzed and climatic conditions were investigated. Potatoes (Solanum tuberosum L.) were grown at seven localities of Korea during two years from 1994 to 1995. Soil samples and tubers were obtained from 2 to 3 commercial farms per locality with 10 days interval from 70 days before harvesting. As the result of that, higher correlation in processing quality was found with organic material content among soil conditions. On the climatic conditions, minimum temperature and sunshine hours during the period from 30 to 11 days before harvesting exhibited highly significant negative correlations with all quality parameters except reducing sugar content. Additionally, regression equations based on the observed level of these factors showed the relatively high coefficients of determination for dry matter content and chip color. To produce higher quality potatoes for processing, therefore, climatic conditions such as minimum temperature and sunshine hour and soil condition such as organic matter content have to be considered before the selection of areas or fields.

Relating Factors on Depressive Symptoms among the Elderlies in Urban Areas (일부 도시지역 거주 노인들의 우울수준에 관련된 요인)

  • Baek, Jong-Tae;Lee, Hu-Yeon;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.5
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    • pp.506-515
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    • 2016
  • The purpose of this study was to identify the factors associated with the levels of depression of the elderly (living in urban areas). Interviews were performed during the period from July 1, 2015 to August 31, 2015 of 386 elderly people in urban areas. The mean score of depressive symptoms was significantly higher in the subjects of higher age, lower educational level, living alone, having a lower monthly income, relying on government subsidy for their living expenses, having a chronic illness, lower state of subjective health, without regular exercise, poorer subjective sleeping time, lower frequency of going out, irregular eating habits, depending on some level of help for their ADL and IADL, and having lower self-esteem and social support. The depressive symptoms showed a meaningful positive correlation with ADL and IADL and a negative correlation with self-esteem and social support. On multiple regression analysis, the meaningful variables related to their depressive symptoms were their education, monthly income, subjective health status, ADL, self-esteem, and social support. Also, according to the variables was 54.1% of depressive symptoms. Therefore, it is considered that the practice of physical and mental health care, as well as social support, is required to reduce the level of depression in the elderly.

The Relationships between Emotional Labour, Depressive Symptoms and Presenteeism among Counselors in Call Centers (콜센터 상담원들의 감정노동 및 우울과 프리젠티즘과의 관련성)

  • Baek, Jong-Tae;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.6
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    • pp.4086-4097
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    • 2015
  • This study examined the level of an emotional labour, depressive symptoms, and presenteeism of counselors working in a call center depending on socio-demographic characteristics, health-related factors, and job-related factors. Especially, the main purpose of a survey was to investigate the relevance to an emotional labour, the level of depressive symptoms and presenteeism. The research subjects were 304 counselors working at two call centers in Daejeon, and the survey was conducted from April 1, 2014 to May 31, 2014, using a structured self-administered questionnaire. As a result, the emotional labour, depressive symptoms and presenteeism experienced by the research subjects had a deep relation to many variables like socio-demographic characteristics, health-related factors and job-related factors. Especially, presenteeism showed a meaningful positive correlation with depressive symptoms and emotional labour factors. According to the result of a hierarchical multiple regression analysis, the meaningful variables related to presenteeism were age, the amount of a physical burden, the level of depressive symptoms, the surface action of an emotional labour. Therefore, to lower down the counselors' presenteeism, the development and implement of a mental healthcare program to control not only depressive symptoms and the level of an emotional labour is urgently needed.