This study analyzes the amendment history of Educare Law of Infants and Children, the Equal Employment Opportunity Law, and Employment Insurance Law, and also examines the present status of the employer-supported child care service through secondary analysis of other policy studies. The three laws concerning employer-supported child care can be said to hold in itself two main concepts: employers' obligations to provide child care, and government's financial support and administrative management. In terms of the first concept, laws have been amended to enlarge the number of enterprises legally-responsible for child care service and to relieve the financial burden from them. In terms of the second, laws have been amended to gradually extend the magnitude of government's financial support and to establish the systematic administrative management. Approximately a half of the policy target enterprises, however, is not complying the laws. In addition, employer-supported child care centers are only occupying less than 1% of the whole child care market. Thus, this study evaluates the current employer-supported child care service system and suggests several principles for its improvement.
Using the Korea Labor and Income Panel Study(KLIPS), this study analyzes the effects of profit sharing on employer-provided training. The estimation results of the fixed effect model that controls for endogeneity show that the workers of profit-sharing firms have a 6.7%-6.8%p higher probability of receiving employer-provided training than the workers of firms without profit sharing. They also show that the workers of profit-sharing firms have a 3.3%p higher likelihood of having employer-provided OJT than their counterparts. The impacts of profit-sharing on employer-provided training appear consistently regardless of the estimation models and in the subsamples. These findings support the hypothesis that profit-sharing promotes employer-provided training.
The purpose of this study was to provide basic materials needed to enhance quality of organizational life by identifying the improvements of labor union management in the perspective of general hospital organization management. The subject of this study were 686 employees in 12 General Hospitals in Metro Capital including Seoul. Materials were collected from administrators, nurses and medical technicians in target hospitals from March 20 to May 10, 2005 through survey questionnaires. The main results of this study were as follows: 1. the commitment level of the subjects according to their characteristics was higher in older employees than the younger ones, large family to support than small family to support and those who had higher positions in labor union. 2. The commitment level of the subjects according to the job and role related variables were higher those who had higher satisfaction level to their job and manager, role conflict in all hospitals. 3. The commitment level of the subjects according to union related variables, variables jointly controlled by union and employer was satistically significant positive correlation. In other words, the commitment level of the subjects according to the subjects' labor union involvement was higher in those who had higher satisfaction in labor union and perceived their colleagues' attitudes more positively in all hospitals. Regarding the atmosphere of the relationship between union and employer and the level of commitment in labor union, the better the atmosphere of the relationship between union and employer was, the higher the level of commitment in labor union was in all hospitals. 4. The results of multiple regression analysis shows that formal and informal socialization, union participation to the union management cooperation program, job satisfaction, satisfaction with the labor union's were all found as important antecedents of labor union commitment. 5. Job and role-related variables, union-related variables, variables jointly controlled by union and employer, and labor union commitment level were all found significantly different in accordance with the characteristics of unions concerned. To summarize study results, the level of commitment in labor union depends on job satisfaction, manager's attitudes, satisfaction to their jobs, union satisfaction, their colleagues attitudes toward union and the atmosphere of employer-employee relationship. Therefore hospital managers should have democratic and flexible attitudes toward labor union. Additionally, as formal and informal socialization, union participation to the union-management cooperation program is important determinant in union commitment, hospital managers should have countermeasures to enhance the colleague attitude and job satisfaction level of hospital employees. Since this study deals with psychological nature of workers not a few drawbacks and shortcomings may be detected in the finding. Nevertheless, the finding of this study, to become a momentum that will stimulate further research to detect all the cues of labor union commitment and to provide valuable reference in forming logical union commitment and labor union-management cooperation.
This study aims to improve the situation in which accurate job information for small and medium-sized enterprises is not known and it is difficult to identify jobs that meet the preference criteria from the perspective of the 'employer brand'. To this end, through a hierarchical regression analysis of 700 young job seekers, the factors affecting the intention to get a job centered on five value factors (Interest Value, Social Value, Economic Value, Development Value and Application Value) were identified by reflecting the brand categorization theory. As a result of the analysis, it was confirmed that young job seekers are more interested in work culture, environment, and utilization of their majors, which directly affect job seekers, rather than characteristics of companies such as talent development, products, services, and management, and are influenced by their intention to work. This suggests that the job policy for SMEs needs to be changed from the existing quantitative support-centered to a qualitative improvement that strengthens the use of platform-centered job information.
The purpose of this study to find out factors that affect intention of career discontinuity among dental hygienists. The data was collected from 300 dental hygienists working at dental clinics. The total of 281 copies were used for analysis. Statistical analysis was performed using PASW Statistics 18.0 at the 5% significance level. T-test, ANOVA, factor analysis, reliability analysis, correlation analysis, hierarchical regression analyses were applied in this analysis. The results were as follows: 1. As for intention of career discontinuity by general characteristics, there were statistically significant difference according to age, duration of employment, children, children age and monthly income (p<0.05). 2. As for intention of career discontinuity by job awareness, there were statistically significant difference according to turnover, work-life, retirement age of dental hygienist, duration of job maintenance and re-employment of dental hygienist (p<0.05). 3. As for hierarchical regression analysis of the factors affecting the intention of career discontinuity, the support from employer had most significant influence on intention of career discontinuity (p<0.05). In order to decrease the career discontinuity among dental hygienists, plans that can increase the work-environment should be implemented by improving support from employer.
This study is to examine current child care support policies and their limitations and to make some suggestions by means of statistics and previous literature. Major findings are as follows: First, As the women have younger children, the effect is more negative. Second, a maternity leave of Korea is 90 days, which is below ILO standard. Moreover, it is not well supported by the companies they work for. Third, the increasing number of men has spent a paternity leave since the pertinent law was enforced in 2001. The rate of spending the leave, however, is not as high as expected, because it has not yet been decided whether the leave would be paid or not. Lastly, the number of the employer-supporting child care center is rather few due to the legal standard of the facility and the expense that a company should cover. Only 46.5% of the companies that has been appointed to obligatorily establish the center now operate the facility. Therefore, child care support policies should be reformed or improved to help reduce married women's child care burden obviously hindering women from being employed, and this will consequently promote their economic activities. It is also urgently required to expand the application of the parental leave in terms of both object and scope. It is important that employers and employees get ready to compromise each other on the wage issue during the leave. In addition, the flexibility in period and form of the parental leave and the connection of working places with local community for better child care service must be taken into consideration.
International Journal of Computer Science & Network Security
/
v.24
no.7
/
pp.108-117
/
2024
The selection and recommendation of a suitable job applicant from the pool of thousands of applications are often daunting jobs for an employer. The recommendation and selection process significantly increases the workload of the concerned department of an employer. Thus, Resume Classification System using the Natural Language Processing (NLP) and Machine Learning (ML) techniques could automate this tedious process and ease the job of an employer. Moreover, the automation of this process can significantly expedite and transparent the applicants' selection process with mere human involvement. Nevertheless, various Machine Learning approaches have been proposed to develop Resume Classification Systems. However, this study presents an automated NLP and ML-based system that classifies the Resumes according to job categories with performance guarantees. This study employs various ML algorithms and NLP techniques to measure the accuracy of Resume Classification Systems and proposes a solution with better accuracy and reliability in different settings. To demonstrate the significance of NLP & ML techniques for processing & classification of Resumes, the extracted features were tested on nine machine learning models Support Vector Machine - SVM (Linear, SGD, SVC & NuSVC), Naïve Bayes (Bernoulli, Multinomial & Gaussian), K-Nearest Neighbor (KNN) and Logistic Regression (LR). The Term-Frequency Inverse Document (TF-IDF) feature representation scheme proven suitable for Resume Classification Task. The developed models were evaluated using F-ScoreM, RecallM, PrecissionM, and overall Accuracy. The experimental results indicate that using the One-Vs-Rest-Classification strategy for this multi-class Resume Classification task, the SVM class of Machine Learning algorithms performed better on the study dataset with over 96% overall accuracy. The promising results suggest that NLP & ML techniques employed in this study could be used for the Resume Classification task.
This study is planned to investigate the attitude toward the safety and health management of contractor company. Under the contract based production system, all of activities including safety and health management in the contractor company are depended upon the contract. How to make contract influence the worker's health of contractor company. Worker's health of contractor company can be protected by efforts of company of contract-out and contractor company, especially their safety managers. The modelling of the effective safety and health management system for contractor company should consider the need of safety manager of each company and employer of contractor company. Data is collected from safety managers of 3 contract out compaines as electronic and electrical manufacturing industry and 55 safety manager, 57 employers of their contractor compaines using self administered survey with structured questionnaire. The most of all respondents want to support from the contract out compaines. The most important items supported from contract out company is the information based on the safety information network between each company. Safety manager and employer of contactor company also itemized safety education and training in the supporting system from contract out company. These results can be generalized to survey on the other industries.
The purpose of this study was to identify the factors that motivate nurses. Data were collected from 373 nurses employed at 4 general hospitals located in Seoul, Korea. Nine research instruments were used in the formulation of a questionnaire. Data analysis was conducted using SPSS 18.0. The mean score of motivation was 3.49. The major influential background factors for motivation among the hospital nurses were growth needs (${\beta}=0.31$, p<0.001), auto-suggesting strategies (${\beta}=0.20$, p<0.001), optimism (${\beta}=0.18$, p<0.001), problem solving and cognitive restructuring strategies (${\beta}=0.11$, p=0.035), extroversion (${\beta}=0.10$, p=0.027), and support-seeking strategies (${\beta}=0.09$, p=0.036). These factors accounted for 40% of the motivation for nurses. Identifying the major factors would therefore serve as predictors to motivate nurses, and we further discuss how these findings might benefit an employer.
The purpose of this study was to obtain data on the child care support and job satisfaction of married women employed outside home. The data for this study were collected from a survey of 350 married women employed outside home who were residing in North Cholla Province. Major fimding are summarized in the following. First, many married women were pressured by the burdens child rearing(54.5%) and houshold chores(39.6%). Second, the daycare arrangements for children under age seven were diverse. Just under half of the children were cared for by the employed mother'parents(25.1%), or by the mother's parents-in law(21.1%). The rest were sent to daycare center(40.6%), cared for by a hired helper(7.6%), or sent to an industrial on- site daycare center(1.0%). Third, about half of the married employed mothers(47.5%) wished for an on-site daycare service at their workplace. Fourth, the variables that affected employed mothers job satisfaction were age, job, husband's job type, the income of the mother, the reason of the mother's employment, the degree of husband's houshold labor participation, and the type of social and employer's support for chid care.
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