• Title/Summary/Keyword: 직장지

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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.

The Effect of Workplace Bullying and Ego-resilience on Turnover Intention of Nurses in the Public Hospital (공공병원 간호사의 직장 내 약자 괴롭힘과 자아탄력성이 이직의도에 미치는 영향)

  • Choi, Mi-Geon;Kim, Hey-Kyoung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.5
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    • pp.3257-3267
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    • 2015
  • The purpose of this study was to investigate the effect of Workplace Bullying and Ego-resilience on the Turnover Intention of Nurses in the Public Hospital and presents basic data for helping positive working environment to nurses. A survey was held to Nurses of a Public Hospital in Seoul from November 20 to December 3, 2014. of 236 copies of the questionnaire distributed, a total of 216 copies were in the final analysis. For data analysis, SPSS 21.0 for Window was used. As a result, there were correlations between variables, the Turnover intention of Nurses of the Public Hospital were affected by the Workplace Bullying and Ego-resilience. and the largest effect was the Work-related problem. In conclusion, It is need to development program for preventing Workplace Bullying and Intervention for decreasing Turnover intention of nurses in the Public Hospital.

Relationship of the Use of Information and Communication Technologies with the Change of Travel Frequencies Korea Society of Transportation (정보통신 이용행태와 직장인의 통행빈도 변화의 연관성 연구)

  • Seong, Hyeon-Gon;Sin, Gi-Suk;Chu, Sang-Ho
    • Journal of Korean Society of Transportation
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    • v.28 no.2
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    • pp.53-64
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    • 2010
  • This study is aimed at identifying the association of change of travel frequencies with information and communications technologies, commuting behavior for 995 workers in the Korea Capital Region. The study surveyed total 995 commuters whose their individual character, commuting behavior, land use as well as ICTs. The measures of the commuting behavior was comprised of a main commuting mode, a use tern, total travel time, and those of land use was the distance from house/office to subway station, and those of ICTs was data and information collection, communication and leisure, online selling or purchases, finance and a civil application, cellular phone service using capacity and so on. The results indicate that commuting behavior, land use, and ICTs are positively associated to change of travel frequencies. Specifically, longer total travel time, or far from house/office to subway station, tend to reduce commuting behavior and collect data and information through internet

Convergence Factors Influencing Workplace bullying and Resilience on Retention Intention in Dental Hygienists (치과위생사의 직장 내 괴롭힘과 회복탄력성이 재직의도에 미치는 융합적 영향요인)

  • Park, A-Reum;Lee, Hye-Jin
    • Journal of Convergence for Information Technology
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    • v.9 no.12
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    • pp.236-243
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    • 2019
  • This purpose of this study was indentify the effect of the workplace bullying, resilience and retention intention on dental hygienists' retention intention and conducted in order to be applied to basic data for enhancing dental hygienists' retention intention. The participants in the study were 202. Data were analyzed using SPSS 19.0, t-tst, ANOVA, regression analysis. The dental hygienists' retention intention showed a high outcome in case of the higher employment satisfaction (p<.001), in the lower workplace bullying(p=.011) and in the higher resilience(p<.001). Conclusively, this study indicate a need to develop program the efficiently promote resilience and to plan improving organizational culture to increase retention intention in dental hygienists.

A Study on Parents' Satisfaction of Contracting-Out System in Employer-Supported Childcare Centers - Focused on the Comparison of Difference Between National·Public·Private Childcare Centers and Contracted-Out·In-House Services - (직장보육시설 위탁 운영 어린이집 학부모의 만족도에 관한 연구 - 국·공·사립과 위탁·직영 간 차이비교를 중심으로 -)

  • Kim, Joeng Kyoum;Kang, Young-Sik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.1
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    • pp.282-290
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    • 2015
  • This study is intended to look into parents' satisfaction of contracting-out system in employer-supported childcare centers. To achieve this, a survey was carried out to 400 parents who use national, public and private employer-supported childcare centers. The results were as follows. First, employer-supported childcare factors were the qualities of childcare environment, childcare program and early childhood teacher in both contracted-out and in-house services. The satisfaction with facility, program, operation and childcare training was improved in good employer-supported childcare factors And the satisfaction with the relationship between these factors could improve the expectation for the use of employer-supported childcare centers. Second, the difference in the operation of employer-supported childcare centers showed that the most preferred size was 50 to 74 children. The contracted-out services was more preferred than in-house services. And the location of on-the-job facility was more preferred than off-the-job facility. As stated above, the preference of employer-supported childcare centers was more raised than that of general kindergartens or childcare centers by an increase in the trend of working child parents' dual income. In other words, small and medium sized childcare centers of some 50 children were more preferred than large scaled childcare centers. Consequently, the retainment of childcare programs, facilities and quality teachers contracted out to professional childcare centers can improve the satisfaction with them.

A Study on Categorizing the Types of Transit Accessibility by Residence and Working Place and Identifying its Association to Personal Transit Travel Frequency (주거와 직장의 대중교통 접근성 유형화와 대중교통 통행발생량과의 연관성에 관한 연구)

  • Sung, Hyungun
    • Journal of Korean Society of Transportation
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    • v.31 no.2
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    • pp.20-32
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    • 2013
  • This study is aimed at identifying the relationship of transit accessibility types to its related travel frequency in the Seoul metropolitan area. A multi-level poisson regression model is employed after categorizing transit accessibility into 18 types based on locations of residential and work workplace. Analysis results offer three policy implications in improving transit use in the Seoul metropolitan area. First, increase in transit ridership can be more effectively attained when policies concerning both competitive and complementary relationships between bus and rail transit are incorporated. Second, transfer system needs to be focused on such two modal perspectives as one travels from Seoul to suburban area and residential areas given the fact that walking accessibility to bus transit is good but that to rail transit is poor. Third, it is more effective to emphasize rail transit priority rather than bus transit, especially for the travel from suburban area to the city of Seoul in order to increase transit ridership.

Dosimetric Comparision for Rectal Cancer using 3D-CRT, IMRT, Tomotherapy (직장암의 방사선 치료 시 3D-CRT, IMRT, Tomotheray를 이용한 치료계획 및 주변 정상장기 선량 비교)

  • Lee, Seung-chul;Kim, Young-Jae;Jang, Seong-Joo
    • Journal of the Korean Society of Radiology
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    • v.11 no.5
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    • pp.393-399
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    • 2017
  • In this paper, we compared the Radiation treatment plan of rectal cancer on 3D-conformal Radiation Therapy, Tomotherapy and Linac Based IMRT using treatment planning system and to find the optimal treatment technique. The results of the comparison of treatments are as follows. In tumor tissue absorption dose more than 95% of the dose prescription dose and normal tissues(bladder, small bowel, fumer bone head) was NOT Normal tissue complication rate(V40, V30, V20, V10) but, The most effective treatment(dose distribution) for the three treatments was tomotherapy based IMRT. The worst was 3D-CRT. If this study is applied to patients under their health status and physical environment, patient's prognosis and quality of life will improve.

The Effects of Individual and Environmental factors on the Work-Life Balance of Social Workers: Focused on the Comparison Between Genders and Ages (개인 및 환경요인이 사회복지사의 일-삶 균형에 미치는 영향: 성별과 연령에 따른 비교를 중심으로)

  • Baeg, Hyunhye;Hwang, Hyewon
    • The Journal of the Korea Contents Association
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    • v.21 no.9
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    • pp.622-631
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    • 2021
  • This study was conducted to verify the effects of individual psychological capital, spousal support, and organization's family-friendly work culture on work-life balance in social workers. For this purpose, married social workers working in social welfare facilities in Chungcheongbuk-do were surveyed, and 331 collected responses were used in the analysis. Multiple regression analysis revealed that resilience and optimism in individual psychological capital, spousal support, and expectations on working hours in organizations' family-friendly work culture were significantly associated with the work-life balance. In addition, there were different factors influencing the level of work-life balance according to gender and age. The findings suggest that efforts to enhance awareness and improve working conditions, such as the development of self-care program, education on the necessity of work-life balance, and implementation of work-life balancing system, are needed to improve the work-life balance of social workers.

Qualitative Research on Psychological Difficulties and Coping Strategies Experienced by Working Mothers (워킹맘들이 경험하고 있는 심리적 어려움 및 대처방안에 관한 질적 연구)

  • Lee, Kyung-Jin;Yu, Kum Lan
    • The Journal of the Korea Contents Association
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    • v.19 no.6
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    • pp.587-604
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    • 2019
  • The purpose of this study is to investigate the psychological difficulties, coping strategies and help needed for working mothers in their work and home life. I asked about the difficulties of working together with family life, how to balance the balance between work and family life and what kind of help is needed for working mothers. As a result, 37 categories and 86 subcategories were derived from 11 domains. The 11 areas are: stress factors, psychological experiences, effects of work on family, effects of family on work, positive experiences as working mam, strategy as working mam, establishment of coping strategy, execution of coping strategy, external assistance and what you can do. The implications and limitations of the study were discussed.

A Study on the Aesthetic Value Recognition of Work Women's Ballet Fitness Class Experience (직장여성의 발레피트니스 수업 경험에 대한 미적 가치 인식 연구)

  • Yoo, Eun-Hye;Cho, Gun-Sang
    • Journal of Digital Convergence
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    • v.19 no.2
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    • pp.501-508
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    • 2021
  • The purpose of this study is to qualitatively analyze the perceptions of aesthetic values of working women taking ballet fitness classes and to find ways to properly establish ballet fitness classes according to the opinions of the study participants. Participants in the study were 9 working women taking ballet fitness classes at local educational institutions, and FGI (Focus Group Interview) was conducted, and the interview was conducted based on a semi-structured questionnaire. Subsequently, the categorization content was derived through expert review and peer review. As a result, first, the study participants expressed their dissatisfaction, hoping that the ballet fitness class helped improve their daily enjoyment and pain, and even watched ballet performance with interest. Second, the participants of the study were actively publicizing the benefits of ballet fitness classes to their families and nearby acquaintances, and hoped that this exercise would help improve the difficult image of ballet. Based on this study, ballet fitness classes were expected to be sufficiently established as a hobby exercise for working women.