• Title/Summary/Keyword: Work Life Profile

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Development of Retirement Prediction Model based on Work Life Profile Using Machine Learning Method (기계 학습 방법을 이용한 직장 생활 프로파일 기반의 퇴직 예측 모델 개발)

  • Yun, You-Dong;Lee, Seol-Hwa;Ji, Hye-Sung;Lim, Heui-Seok
    • The Journal of Korean Association of Computer Education
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    • v.20 no.1
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    • pp.87-97
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    • 2017
  • Recently, much research has been done on the turnover and retirement intentions of the organization members as many companies recognize the negative impact of the human resource outflow on the organization. However, most of the studies are conducted in the form of questionnaires, and there is still a lack of studies on the turnover and retirement intentions based on the work life data. In this study, we analyzed the factors affecting the retirement of employees based on the work life profile, and created a retirement prediction model using the machine learning method. As a result, we could identify various factors that were not covered in previous researches. In addition, we have established a basis for research that can provide a solution for the problem of human resource outflow by generating a good performance retirement prediction model.

Profiles of Work-Family/Parenting Conflict and Enrichment Among Korean Employed Mothers of Children in Elementary School: Various Antecedents and Psychological Outcomes (초등학생 자녀를 둔 취업모의 일-가족·양육 갈등 및 향상 유형: 다양한 예측 요인과 심리적 결과)

  • Park, In-Sook;Lee, Jaerim
    • Journal of Family Resource Management and Policy Review
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    • v.26 no.2
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    • pp.19-36
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    • 2022
  • The purpose of this study was (a) to identify latent profiles among employed Korean mothers of third graders based on work-family conflict, work-family enrichment, work-parenting conflict, and work-parenting enrichment, (b) to examine the antecedents of profile membership at the individual, family, work, and community levels, and (c) to investigate the differences in the various psychological outcomes across the profiles. The sample of 451 married employed mothers was a subset of data from the 10th Wave of the Panel Study of Korean Children, which was collected in 2017 when the focal child was in the third grade. Our latent profile analysis suggested a three-profile model that comprised enriched (11.91%), moderate (47.85%), and mixed (40.24%) profiles. The significant antecedents of profile membership were subjective health status, the child's adjustment to school, working hours, the community's suitability for childrearing, and satisfaction with community service facilities. Regarding psychological outcomes, the levels of life satisfaction, marital satisfaction, and job satisfaction were higher in the following order: enriched, moderate, and mixed profiles. The levels of depressive symptoms were in the reverse order: mixed, moderate, and enriched profiles. This study contributes to a comprehensive understanding of the literature on work-family interactions by considering various predictors and outcomes at multiple levels.

Analysis of the Rolling Contact Fatigue for Work Roll in Finishing Mill of Hot Strip Rolling (열간 연속판재 압연기의 작업롤 전동피로해석)

  • 배원병;박해두;송길호
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.19 no.1
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    • pp.292-300
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    • 1995
  • According to the number of cold-rolled coils, the amount of roll wear and thermal expansion, and roll gap profile were calculated, by using the actual data from the finishing mill. Also, based on those data, the calculations of the deflection, the flattening, and the contact pressure of vwork rolls and backup rolls were made respectively. Specially, in the calculation of contact pressure, the numerical results were obtained not only during the normal rolling, but also during the abnormal rolling, by modeling mathematically the dynamic impact force which occurs when the head section of the strip is threading through rolls. With those results the growth of the fatigue region and the fatigue damage of rolls were predicted. Also the optimum roll-grinding depth was determined to maximize the roll life.

Hypolipidemic Activities of Dietary Pleurotus ostreatus in Hypercholesterolemic Rats

  • Alam, Nuhu;Yoon, Ki-Nam;Lee, Tae-Soo;Lee, U-Youn
    • Mycobiology
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    • v.39 no.1
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    • pp.45-51
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    • 2011
  • This work was conducted to investigate dietary supplementation of oyster mushroom fruiting bodies on biochemical and histological changes in hyper and normocholesterolemic rats. Six-week old female Sprague-Dawley albino rats were divided into three groups of 10 rats each. Feeding a diet containing a 5% powder of Pleurotus ostreatus fruiting bodies to hypercholesterolemic rats reduced plasma total cholesterol, triglyceride, low-density lipoprotein (LDL), total lipid, phospholipids, and LDL/high-density lipoprotein ratio by 30.18, 52.75, 59.62, 34.15, 23.89, and 50%, respectively. Feeding oyster mushrooms also significantly reduced body weight in hypercholesterolemic rats. However, it had no adverse effects on plasma albumin, total bilirubin, direct bilirubin, creatinin, blood urea nitrogen, uric acid, glucose, total protein, calcium, sodium, potassium, chloride, inorganic phosphate, magnesium, or enzyme profiles. Feeding mushroom increased total lipid and cholesterol excretion in feces. The plasma lipoprotein fraction, separated by agarose gel electrophoresis, indicated that P. ostreatus significantly reduced plasma ${\beta}$ and pre-${\beta}$-lipoprotein but increased ${\alpha}$-lipoprotein. A histological study of hepatic cells by conventional hematoxylin-eosin and oil red O staining revealed normal findings for mushroom-fed hypercholesterolemic rats. These results suggest that a 5% P. ostreatus diet supplement provided health benefits by acting on the atherogenic lipid profile in hypercholesterolemic rats.

The Relationship between Sleep Disorders, Job Satisfaction, Practicing Health Promoting Behavior, Quality of Life and turnover intention of Shift Nurses and Non-shift Nurses

  • Kim, Jeoung-Mi;Vasuki, R
    • International journal of advanced smart convergence
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    • v.8 no.4
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    • pp.58-67
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    • 2019
  • The purpose of this study was to examine the relationship between sleep disorders, job satisfaction, health promotion behavior, quality of life, turnover intention. And also to find the predicting factors on turnover intention of shift and non-shift nurses. A descriptive study design was used. Study subjects were 239 nurses worked as a shift (167) and non-shift (72) in two general hospitals in P city. Turnover Intent, Sleep disorders, Job satisfaction, practicing health promotion profile and quality of life scales were used to collect the data. Data were analyzed by descriptive statistics and Pearson's correlation coefficient for find the relationship between study variables. Stepwise multiple regressions used to find predicting factors of turnover intention with other variables. The shift group showed lower Job satisfaction, practice of health promotion behavior and intention of turnover than non-shift nurses. The most important predictive factors of turnover intention in of shift group was job satisfaction (β =-. 477, p <.001) and non-shift group was health promotion behavior (β =-. 295, p = .040) than other factors. Findings showed that turnover intention highly influenced by job satisfaction than health promoting behavior and quality of life. This study suggests organizational efforts to provide sufficient staffing and nurse managersshould make more concentration to allot work schedule in order to avoid over load shift nurses and promote quality of client care.

Low Cycle Fatigue Life Assessment of Alloy 617 Weldments at 900℃ by Coffin-Manson and Strain Energy Density-Based Models

  • Rando, Tungga Dewa;Kim, Seon-Jin
    • Journal of Power System Engineering
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    • v.21 no.1
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    • pp.43-49
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    • 2017
  • This work aims to investigate on the low cycle fatigue life assessment, which is adopted on the strain-life relationship, or better known as the Coffin-Manson relationship, and also the strain energy density-based model. The low cycle fatigue test results of Alloy 617 weldments under $900^{\circ}C$ have been statistically estimated through the Coffin-Manson relationship according to the provided strain profile. In addition, the strain energy density-based model is proposed to represent the energy dissipated per cycle as fatigue damage parameter. Based on the results, Alloy 617 weldments followed the Coffin-Manson relationship and strain energy density-based model well, and they were compatible with the experimental data. The predicted lives based on these two proposed models were examined with the experimental data to select a proper life prediction parameter.

Complexity of Productive Activities and Life-Satisfaction of Korea's Older People (노인 생산적 활동의 복합성과 생활만족도)

  • Kim, Ju-Hyun
    • Korea journal of population studies
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    • v.30 no.3
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    • pp.57-81
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    • 2007
  • Current discussions on productive aging are going towards the direction to sustain a social productivity and lessen a social burden, and this becomes distinct as it gives a strong value to the activity and independence of older people. This study highlights complex situations of productive activities in the group of older people by analyzing the survey of Among the productive activities of older people, two areas of activities - paid labor and social support - were interpreted differently according to their economic stability, spontaneity and family relations. This difference becomes more remarkable in the analysis on life satisfaction of older people. In paid work, which is the most common productive activity, there was a big difference in life satisfaction between those who work spontaneously and those who work inevitably to make a living. And in the comparison of life satisfaction for those who participate in homemaking and care working according to their economic situations and family relations, those who were unsatisfied with family relations showed lower life satisfaction.

Relationship between the oral Health, oral health impact profile-14 and total health index of male workers (남성 근로자들의 구강건강, 구강건강영향지수 및 전신건강 지수의 관련성)

  • Kang, Hyun-Kyung;Jang, Kyeung-Ae
    • Journal of Korean society of Dental Hygiene
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    • v.13 no.1
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    • pp.13-20
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    • 2013
  • Objectives : This research is performed to arrange oral health improvement program and improve the quality of life by raising total health index of male workers. The relationship between the oral health, oral health index and total health index of workers are investigated through the direct or indirect effects based on structural equational modeling. Methods : Total 272 people who work in Gyeong-Nam province participated in this survey. Results : Oral health knowledge has an meaningful direct effects on the oral health practice with ${\gamma}$=.259 and dietary pattern with ${\gamma}$=.224. Total health index has indirect relationship with the oral health index with ${\beta}$=.141 and dietary pattern has direct relationship with the oral health index with ${\beta}$=.315. The oral health index has direct relationship with total health index with ${\beta}$=.454. Conclusions : Our research shows that there is meaningful relationship between the oral health, oral health index and total health index of workers. The systematic and continuous programs for oral health should be transferred to workers for the raise of oral health and the quality of the life.

Relationship between job stress and oral health-related quality of life in the blue collar workers (생산직 근로자의 직무스트레스와 구강건강 관련 삶의 질의 관련성)

  • Kim, Hyeong-Ran;Jo, Ji-Young;Yu, Byeng-Chul
    • Journal of Korean society of Dental Hygiene
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    • v.16 no.3
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    • pp.479-489
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    • 2016
  • Objectives: The purpose of the study is to investigate the relationship between job stress and oral health-related quality of life in the blue collar workers. Methods: This study has been conducted with subjects of blue-collar workers who work in the industrial section located in Gyeongnam area from August 2013 to September 2013. Korean Occupational Stress Scale(KOSS-SF) and oral health impact profile(OHIP-14) were used as research tools. Data were analyzed by descriptive analysis, t-test, ANOVA, and multiple regression analysis. Results: Overall job stress and oral heal-related quality of life level of subjects were $57.32{\pm}8.03$ and $14.17{\pm}9.27$. The influential factors of oral heal-related quality of life of blue-collar workers were job demand, interpersonal conflict and organizational climate (subcategory of job stress), respectively. Conclusions: It is necessary to improve the better working condition for the oral health-related quality of life due to job stress in the blue collar workers.

The Effect of Worker' Consumption Patterns on Depression: Focusing on Baby-boomers (경제활동참여 베이비부머의 소비유형과 우울의 관계)

  • Park, Seo-Young;Hong, Song-Iee
    • Journal of Digital Convergence
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    • v.16 no.1
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    • pp.439-452
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    • 2018
  • This study aims to empirically structure the patterns of consumption and their effects on depression among the employed baby-boomers who were born in 1955 to in 1963. We used the 5th wave of Korea Retirement and Income Study(KReIS) in 2013 (n=2,585). The Latent Profile Analysis(LPA) estimated the empirical patterns of consumption and then a multiple regression analyzed the effect of consumption patterns on depression. The LPA results showed that the consumption patterns consist of four groups: Basic life-oriented class, Social life-oriented class, Home-based lifestyle class, and Advanced consumption-oriented class. The working baby boomers' depression was associated with their consumption patterns. Specifically, the social life-oriented class showed significantly lower depression than the basic life-oriented class and advanced consumption-oriented class. Other associates with higher levels of depression were found as lower education, having no spouse, lower self-rated health, higher levels of physical limitation, having a diagnosed disability, lower satisfaction with leisure activities, lower income, and lower subjective economic status in this study. Based on the results of this study, we propose the need for specialized financial intervention better for baby-boomers' retirement preparation in Korea.