• Korea Trade Review
• /
• v.47 no.4
• /
• pp.15-33
• /
• 2022

This study is to investigate multilateral environmental agreements,mainly UNFCCC on the primary export industry of Korea and to make a policy recommendation. Mostly literature reviews are focused on the traditional multilateral environmental agreements and the for the most part analysis are conducted prior to the Paris agreement. The result of survey indicates that many companies have not yet felt burden on their business due to UNFCCC(decarbonization) and have monitored the related policies. But the companies ask the government for strong incentives. The paper implies that enforcing strong government incentives, upgrading usage of the nuclear power, improving the related government legislation, setting up the special task force team with government and private sectors are needed.

• Nuclear Engineering and Technology
• /
• v.55 no.10
• /
• pp.3515-3524
• /
• 2023

A reinforcement learning framework is proposed for the control problem of outlet steam pressure of the once-through steam generator(OTSG) in this paper. The double-layer controller using Proximal Policy Optimization(PPO) algorithm is applied in the control structure of the OTSG. The PPO algorithm can train the neural networks continuously according to the process of interaction with the environment and then the trained controller can realize better control for the OTSG. Meanwhile, reinforcement learning has the characteristic of difficult application in real-world objects, this paper proposes an innovative pretraining method to solve this problem. The difficulty in the application of reinforcement learning lies in training. The optimal strategy of each step is summed up through trial and error, and the training cost is very high. In this paper, the LSTM model is adopted as the training environment for pretraining, which saves training time and improves efficiency. The experimental results show that this method can realize the self-adjustment of control parameters under various working conditions, and the control effect has the advantages of small overshoot, fast stabilization speed, and strong adaptive ability.

• Journal of Korean Society for Quality Management
• /
• v.39 no.3
• /
• pp.391-399
• /
• 2011

Our study was carried out to analyze the variation factors of severity-adjusted length of stay(LOS) in coronary artery bypass graft(CABG). The subjects were 932 CABG inpatients of the Korean National Hospital Discharge In-depth Injury Survey from 2004 through 2008. The data were analyzed using $x^2$ test and the severity-adjusted model was developed using data mining technique. The results of the study were as follows: male(71.1%), older than 61 years of age(61.6%), more than 500 beds(92.8%) and admitting via ambulatory care(70.0%) appeared to have higher rate than otherwise. In-hospital mortality of CABG inpatients was 2.8%. In addition, 46.4% of the patients received their care in other residence. The angina pectoris(45.6%) was found to be the highest in principle diagnosis, followed by chronic ischemic heart disease(36.9%) and acute myocardial infarction(12.0%). We developed severity-adjusted LOS model using the variables such as gender, age and comorbidity. Comparison of adjusted values in predicted LOS revealed that there were significant variations in LOS by location of hospital, bed size, and whether patients received the care in their residences. The variations of LOS can be explained as the indirect indicator for quality variation of medical process. It is suggested that the severity-adjusted LOS model developed in this study should be utilized as a useful method for benchmarking in hospital and it is necessary that national standard clinical practice guideline should be developed.

• Journal of Preventive Medicine and Public Health
• /
• v.50 no.4
• /
• pp.228-239
• /
• 2017

Objectives: This study aimed to examine the association between preschool education experiences and adulthood self-rated health using representative data from a national population-based survey. Methods: Data from the Korean Labor and Income Panel Study in 2006 and 2012 were used. A total of 2391 men and women 21-41 years of age were analyzed. Log-binomial regression analyses were conducted to examine the associations between preschool education experience and self-rated health in adulthood. Parental socioeconomic position (SEP) indicators were considered as confounders of the association between preschool education experience and adulthood subjective health, while current SEP indicators were analyzed as mediators. Age-adjusted prevalence ratios (PRs) and the associated 95% confidence intervals (CIs) were estimated. Results: Compared with men without any experience of preschool education, those with both kindergarten and other preschool education experiences showed a lower prevalence of self-rated poor health (PR, 0.65; 95% CI, 0.47 to 0.89). In women, however, such an association was not evident. The relationship of preschool education experiences with self-rated poor health in adulthood among men was confounded by parental SEP indicators and was also mediated by current SEP indicators. After adjustment for parental and current SEP indicators, the magnitude of the associations between preschool education experiences and adulthood subjective health was attenuated in men. Conclusions: Preschool education experience was associated with adulthood self-rated health in men. However, this association was explained by parental and current SEP indicators. Further investigations employing a larger sample size and objective health outcomes are warranted in the future.

• Health Policy and Management
• /
• v.14 no.4
• /
• pp.1-20
• /
• 2004

This study is to examine relationships of several socioeconomic position indicators with mortality risk in a nationwide longitudinal study of South Korea. The Korea Labor & Income Panel Study, conducted on a probability sample of urban South Korean households by Korea Labor Institute, contains date of death information for the decedents which were used to estimate relative risks of mortality and their $95\%$ confidence intervals (CI) with Cox regression analysis. A total of 125 men and women among 8,415 subjects died between 1998 and 2002. Socioeconomic differentials in mortality were observed after adjustment for sex and age. Those with less than 12-year education had 1.90 times $(95\%\;CI=1.25-2.91)$ greater mortality risk than those with 12-year education or more. Greater mortality risks were also found among those with low occupational class and manual occupation. The magnitude of differentials in mortality risks between occupational class were similar in two different approaches to measuring women's occupational class: (1) approach 1 where women, married or not, retain their own occupational class, and (2) approach 2 where married women are assigned their husbands' occupational class. Relative risks of dying among those with low household Income were 1.62 $(95\%\; CI=1.08-2.42)$ compared with the counterparts. Those who reported economic hardship at the time of survey in 1998 had greater risk of mortality $(RR=1.83,\;95\%\;CI=1.21-2.78)$ than those who did not. In conclusion, increased social discourse and policy discussions about these health inequalities are needed in Korean society. Future studies should explore the causes and mechanisms of socioeconomic mortality inequalities.

• Journal of the Economic Geographical Society of Korea
• /
• v.2 no.1_2
• /
• pp.83-102
• /
• 1999

The aim of this paper is to explore the trend and structural features of unemployment in Germany and to review the local and regional labour market policy against the unemployment. Unemployment has been one of the major issues in Germany since the oil shocks oi 1973-74 and 1978-80. The unemployment rate in western Germany was low at the time of reunification in 1990 and the next consecutive two years. Since then, the unemployment rate has sharply risen due to the restructuring of industries. In an effort to reduce the unemployment and to search (or new employment policies, the specific roles and advantages of communal units have been appreciated. The local and/or regional labour market policies are characterized as fellows: the corporative networking of all the agents including local administration, education institutes, regional labour bureau, firms and interest groups; the systematic integration of the various instruments which have been separately installed by different sectors; and the target-oriented adjustment of labour market approaches in the local circumstances.

• Journal of Agricultural Extension & Community Development
• /
• v.27 no.4
• /
• pp.173-184
• /
• 2020

Is the Fourth Industrial Revolution a revolution for cities only? Through the Fourth Industrial Revolution, Korea has entered quickly in the influence area of intelligent information technology such as IoT, AI, Big data, Cloud, ICT, Digital twin. However, as the information gap between the rural zone and the urban zone worsens, a policy was needed to reduce such a gap. Therefore, this research analyzed EU's smart village project, and investigated the problem and improvement of the actual smart village through the interview and field study with the person in charge of the actual smart village project in Korea. Based on the analytic result, 5 plans were deduced to improve Korea's smart village project. First, make the realistic adjustment of project period to assure the sustainability of smart village; second, make the new establishment of the department in charge of smart village project; third, construct the system of integrating and cooperating the policy that can embrace all the rural zone and the urban zone; the fourth, expand the application area of customized ICT technology according to the new rural policy environment; and finally introduce the residents' capacity development project through the rural guidance project.

• Journal of the Korean Society of Radiology
• /
• v.81 no.5
• /
• pp.1053-1068
• /
• 2020

In accordance with the new healthcare policy of government (Moon Jae-In Care) to strengthen health insurance coverage, the National Health Insurance (NHI) coverage of brain magnetic resonance imaging (MRI), brain/neck MR angiography (MRA), and head and neck MRI have been expanded since 2018 in Korea. This article has been reviewed focusing on the "Detailed matter concerning criteria and method for providing reimbursed services in the NHI. Some revisions" regarding reimbursement for MRI, which was revised from October 2018 to April 2020 and is currently in effect. It included the MRI reimbursement system in Korea, recent adjustment of the reimbursement coverage for patients with headache or dizziness, and reimbursement coverage, standard imaging, and radiologic report of brain MRI, brain/neck MRA and head and neck MRI. This article could help radiologists gain knowledge on health insurance to protect the expertise of the radiologist and to play a leading role in the hospital. As the policy changes, detailed matter concerning criteria and method for providing reimbursed services in the NHI may be revised. Therefore, radiologists should update issues related to insurance reimbursement for MRI continuously.

• Journal of Digital Convergence
• /
• v.16 no.2
• /
• pp.269-276
• /
• 2018

The purpose of this study was to investigate the relationship between Grit and stress and college adjustment of nursing college students and to confirm the effect of nursing students' adaptation to college life. The study subjects were 145 students who agreed to participate in this study after completing at least one semester of clinical practice. The collected data were analyzed by SPSS 23.0 program using descriptive statistics, Pearson's correlation, Multiple regression analysis. There was a significant positive correlation between college life adaptation and grit (r=.17, p=.047) and a negative correlation between stress and university life (r=-.31, p<.001). Grit and stress had an explanatory power of 11.2% on adaptation to college life(F=9.98, p<.001). The results of this study suggest that it is necessary to improve nursing students' Grit level and to develop effective stress management programs for their adaptation to college life.

• Journal of Digital Convergence
• /
• v.16 no.2
• /
• pp.47-56
• /
• 2018

The purpose of this study was to identify the relation among the CRR, MA, and MS of military solder's who have experienced couple relationship troubles. Data collected from 239 soldiers in front-line division and post line division was analyzed by correlation analysis, t-test and hierarchical analysis using SPSS 18.0. As the results, 1. CRR and MA showed a positive correlation and CRR and MS showed a negative corelation. 2. CRR showed a significant influence on the MA. 3. CRR had a mediating effects on the process where MS influenced MA. The results of this study are expected to be used as the primary data for raising the adaptability to the military especially on the subject of couple relationship, and as an educational guidance for helping soldiers to see the positive aspect of the adversity and stress of military life.