• Title/Summary/Keyword: Data Analysis

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Heavy Snow Vulnerability in South Korea Using PSR and DPSIR Methods (PSR과 DPSIR을 이용한 대한민국 대설 취약성 분석)

  • Keunwoo Lee;Hyeongjoo Lee;Gunhui Chung
    • Journal of Wetlands Research
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    • v.25 no.4
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    • pp.345-352
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    • 2023
  • Recently, the risk of snow disasters has been increasing South Korea. The damages of heavy snow were categorized into direct and indirect. Direct damage is usually the collapse of buildings as houses, greenhouse or barns. Indirect damage is various, for example, traffic congestion, traffic acident, drop damage, and so on. In South Korea, direct damage is severe in rural area, mosty collapse of greenhouse or barns. However, indirect damage such as traffic accident is mostly occurred in urban area. Therefore, the regional characteristics should be considered when vulnerability is evaluated. Therefore, in this study, the PSR and DPSIR method were applied by regional scale in South Korea. The PSR evaluation method is divided into pressure, state, and reaction index. however, the DPSIR evaluation method is divided into Driving force, Pressure, State, Impact, and Response index. the DPSIR evaluation method is divided into Driving force, Pressure, State, Impact, and Response index. Data corresponding to each indicator were collected, and the weight was calculated using the entropy method to calculate the snowfall vulnerability index by regional scale in South Korea. Calculated heavy snow damage vulnerabilities from the two methods were compared. The calculated vulnerabilities were validated using the recent snow damage in South Korea from 2018 to 2022. Snow vulnerability index calculated using the DPSIR method showed more reliable results. The results of this study could be utilized as an information to prepare the mitigation of heavy snow damage and to establish an efficient snow removal response system.

A Comparative Study of Smart Manufacturing Innovation Supply Industry in Germany and Korea (독일과 한국의 스마트 제조혁신 전략에 대한 비교분석 및 시사점 - 양국의 공급산업 전략을 중심으로 -)

  • Sang-Jin Lee;Yun-Hyeok Choi;Jae Kyu Myung
    • Journal of Practical Engineering Education
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    • v.14 no.3
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    • pp.601-608
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    • 2022
  • This study examines the current status of smart manufacturing innovation policies in Germany and Korea, compares and analyzes the supply industry strategies of both countries, and suggests the direction for Korea's smart manufacturing innovation supply industry. Germany's supply industry strategy aims to strengthen the market dominance of domestic suppliers through high technology, compatibility, and high reliability based on reference for global demanding companies. On the other hand, the Korea's supply industry strategy remains at the level improvement of the demanding companies by stage, so it is time to take a long-term and consistent response with the goal of implementing smartization at the advanced level. By referring to Germany's supply industry strategy for the advancement of smart factories, it was intended to help in establishing government support policies and supplier strategies. In addition, based on the analysis results of the supply industry strategies of both countries, improvement measures for the advancement of Korea's smart factories were presented. Ultimately, the contents of this study can be used as basic data for policy establishment to strengthen the industrial competitiveness of Korea's small and medium-sized suppliers.

Factors Influencing the Respiratory Infection Preventive Behavior among College Students (대학생의 호흡기감염 예방행위에 영향을 미치는 요인)

  • Sunhee Lee;Hana Yoo
    • Journal of Practical Engineering Education
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    • v.15 no.2
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    • pp.449-457
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    • 2023
  • The purpose of this descriptive research study was to investigate health beliefs and self-efficacy in respiratory infection management as factors that affect the respiratory infection prevention behavior of college students. The subjects were 178 students attending a university in K city of Gyeongsangbuk-do. Data were collected with a structured questionnaire from September 1st to October 16th of 2020. The results of this study are as follows; Health belief was significantly different from participant's gender (t=-2.86, p=.005), major classification (F=2.95, p=.034), and taking any medications (t=2.18, p=.030). Self-efficacy in respiratory infection management was significantly different from university students' gender (t=-3.56, p=<.001) and major classification (F=4.59, p=.004). Health belief (r=.276, p<.001) and self-efficacy in respiratory infection management (r=.660, p<.001) had a positive correlation with respiratory infection preventive behavior. Multiple regression analysis results show that self-efficacy in respiratory infection management (β=.66, p<.001) significantly affected respiratory infection preventive behavior. The model had an explanatory power of 43%. The findings demonstrate that the major factor influencing the respiratory infection preventive behavior of university students is self-efficacy in respiratory infection management. Therefore, in order to promote behavior to prevent respiratory infection in college students, a program that can strengthen self-efficacy in respiratory infection management should be developed.

The Effect of Lower Trapezius Muscle Exercise According to the Abduction Position of the Shoulder Joint on Round Shoulder Posture and Muscle Activity of the Lower Trapezius Muscle (어깨관절의 벌림 위치에 따른 아래등세모근 운동이 둥근어깨와 아래등세모근의 근활성도에 미치는 영향)

  • Chung-Yoo Kim;Won-Sik Bae;Hyeon-Su Kim;In-Seop Kim
    • Journal of The Korean Society of Integrative Medicine
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    • v.11 no.4
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    • pp.213-220
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    • 2023
  • Purpose : The purpose of this study is to investigate the effect of each lower trapezius muscle exercise performed according to the abduction position (Y type - shoulder joint abduction 145 °, T type - shoulder joint abduction 90 °, and MPC type - shoulder joint 45 ° abduction) of the shoulder joint on the muscle activity of the round shoulder and lower trapezius muscle. Methods : This study was conducted on 31 adult men and women. Through random assignment, they were assigned to the Y group, T group, and MPC group. A 4-week intervention was performed for each group of 31 subjects who participated in the experiment, and shoulder height and lower trapezius muscle activity were measured before and after the intervention. Shoulder height measurement is a test to measure rounded shoulder posture. When the value is low, it means that rounded shoulder posture is improved. The muscle activity of the lower trapezius muscle was measured using the %MVIC method, and when the value is high, it means that the lower trapezius muscle is active. All measured data were verified using dependent t-tests for before and after comparisons and one-way analysis of variance for comparisons between groups. Results : The results of this study showed a significant decrease after intervention only in shoulder height. Muscle activity of the lower trapezius muscle decreased after intervention, but did not show a significant difference. Both variables showed no significant differences between groups. Conclusion : The results of this study show that three lower trapezius muscle exercises were performed on subjects in rounded shoulder posture. All three groups showed a significant decrease in the shoulder height value, a method of measuring rounded shoulder posture, and no significant differences between groups could be confirmed. Therefore, all three exercises can be considered effective in reducing shoulder posture.

Analysis of Passing Word Line Induced Leakage of BCAT Structure in DRAM (BCAT구조 DRAM의 패싱 워드 라인 유도 누설전류 분석)

  • Su Yeon, Kim;Dong Yeong Kim;Je Won Park;Shin Wook Kim;Chae Hyuk Lim;So won Kim;Hyeona Seo;Ju Won Kim;Hye Rin Lee;Jeong Hyeon Yun;Young-Woo Lee;Hyoung-Jin Joe;Myoung Jin Lee
    • Journal of IKEEE
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    • v.27 no.4
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    • pp.644-649
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    • 2023
  • As the cell spacing decreases during the scaling process of DRAM(Dynamic Random Access Memory), the reduction in STI(Shallow Trench Isolation) thickness leads to an increase in sub-threshold leakage due to the passing word line effect. The increase in sub-threshold leakage current caused by the voltage applied to adjacent passing word lines affects the data retention time and increases the number of refresh operations, thereby contributing to higher power consumption in DRAM. In this paper, we identify the causes of the passing word line effect through TCAD Simulation. As a result, we confirm the DRAM operational conditions under which the passing word line effect occurs, and observe that this effect alters the proportion of the total leakage current attributable to different causes. Through this, we recognize the necessity to consider not only leakage currents due to GIDL(Gate Induced Drain Leakage) but also sub-threshold leakage currents, providing guidance for improving DRAM structure.

A Study on the Appropriate School Placement in Urban Development Area - Centerde on Sejong Special Self-Governing City - (도시개발지역 학교 적정배치 방안 연구 - 세종특별자치시를 중심으로 -)

  • Son, Byung-Gil;Lee, Yong-Hwan
    • The Journal of Sustainable Design and Educational Environment Research
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    • v.22 no.4
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    • pp.9-17
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    • 2023
  • This study explores school location, school environment, educational conditions, and appropriate scale of schools in the context of Sejong City's development area and identifies effective school establishment plans based on the analysis of the needs of the educational community. The research questions for this study include, first, what is the change trend in the number of students as a result of the opening of schools in the development area of Sejong City to the present, and what differences are there between Sejong and other new cities? Second, what challenges arise in school location due to the occurrence of oversized schools and undergraduate institutions? Third, what challenges arise in school location that would limit the ability to create a safe school environment? Fourth, what aspects need to be improved in school location decisions to promote proper placement? A survey was conducted among parents and faculty members to collect data. The findings revealed that first, when establishing a school, identifying an appropriate location for the school was the top priority of the respondents. The second was the proximity of the school to dense housing, with a parent drop zone next to the school site. Third, to address the issue of lack of playgrounds and special class and care classes, respondents called for various measures such as securing school sites within a certain area. Finally, integrated operation schools and school facilities are required in preparation for decreasing school-age populations due to low birth rates.

Review of Problems with Use of Halogenated Cleaning Solvents Revealed through Case Studies of Cleaning Solvent Poisoning and Analysis of Domestic and Overseas Regulations (세척제 용매 중독 사례와 국내·외 규제 검토를 통한 할로겐화 용매 세척제 사용의 문제점 고찰)

  • Naroo Lee;Hye Jin Lee;Sujin Jeong;Dohee Lee;Arom Shin
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.33 no.4
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    • pp.517-527
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    • 2023
  • Objectives: We examine cases of chemical poisoning that occurred in the cleaning of metal parts and the regulations on halogenated solvents in other countries and propose regulations necessary to prevent chemical poisoning from halogenated solvents. Methods: We collected cases of chemical poisoning through the website of the Korea Occupational Safety and Health Agency. A review of the literature was conducted focusing on regulations related to halogenated solvents in the United States and the European Union, particularly for cleaning metal parts. Among the Material Safety Data Sheets submitted to the government, MSDS containing eleven substances were extracted to confirm the composition and product use. We investigated cleaning methods for metal parts used in South Korea. For the hazard classification, the European Chemicals Agency or Japan's NITE's website was used. Results: In the case of poisoning, the cleaning methods involving trichloromethane were dipping and dry, which was not found in the literature. It was confirmed that many halogenated solvents and dimethyl carbonate were used for metal cleaning in South Korea. In vapor degreasing using TCE in the USA, even if the facility is strictly managed, such as by installing cooling coils in open cleaning facilities, the risk of exposure to TCE is considered to be not only carcinogenic but also a concern for acute and chronic effects. In comparison, exposure through Korean work methods such as dipping and drying operations is inevitably much higher. Conclusions: The transition to water-based cleaning with low-hazard chemicals should be a priority in the cleaning process. In the case of metal parts that require precise cleaning, if the use of a halogenated solvent is inevitable, a closed degreasing facility should be used to minimize exposure. The current regulations in the Occupational Safety and Health Act, the Chemical Substances Control Act, and the Air Environment Conservation Act do not require cleaning facilities to minimize emissions. To protect the health of workers using halogenated solvents to clean metal parts, regulations that require a fundamental reduction in exposure will be necessary.

Effects of a Program to Improve Self-Directed Learning Skills on College Students' Self-Directed Learning Skills (자기주도학습능력 향상을 위한 프로그램이 대학생의 자기주도학습 능력에 미치는 효과)

  • Eun Joo Lee;Inhee Park
    • Journal of Practical Engineering Education
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    • v.15 no.3
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    • pp.721-728
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    • 2023
  • In this study, we analyzed the effects of program participation aimed at enhancing self-directed learning abilities in university students on the motivational, cognitive, and behavioral aspects of self-directed learning. The study included 2,302 students enrolled in a university located in Region D, and data collection took place from March 2 to December 31, 2022. Comparing the experimental group(751 students) who participated in the program for self-directed learning improvement with the control group(1551 students), the experimental group exhibited a 0.24-point increase, whereas the control group showed a 0.08-point increase, demonstrating a significant difference between the two groups(t=34.89, p<.001). Furthermore, in the post-hoc analysis of self-directed learning ability scores based on the frequency of program participation, the mean difference between those who participated in 1 to 3 programs and those engaged in 4 to 6 programs was 0.067 points(p<.001). The mean difference between participants in 4 to 6 programs and those in 7 or more programs was -0.135 points(p<.001), and the mean difference between those involved in 1 to 3 programs and those in 7 or more programs was 0.067 points(p<.001). These results underscore the importance of recognizing self-directed learning abilities as a crucial competency in higher education and emphasize the significance of efforts to promote program participation and increase participation frequency.

An Analysis of Structural Relationship among the Self-Regulated Learning Strategy, Attitude toward Science, Scientific Self-Efficacy, and Science Core Competency in Middle School Students (중학생의 자기조절학습 전략, 과학에 대한 태도, 과학적 자기효능감과 과학 핵심역량의 구조적 관계 분석)

  • Ki Rak Park
    • Journal of the Korean Society of Earth Science Education
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    • v.16 no.3
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    • pp.351-362
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    • 2023
  • This study aimed to identify structural relationships among variables by examining the direct and indirect effects of cognitive factors such as self-regulated learning strategy and definitional factors such as attitude toward science and scientific self-efficacy on science core competency in middle school students. To this end, the researcher examined the causal relationships among the variables using data from 438 students in all grades at S middle school in a metropolitan city. The results showed that middle school students' self-regulated learning strategy, attitude toward science, and scientific self-efficacy had a direct effect on science core competency, and that self-regulated learning strategy had a direct effect on attitude toward science and scientific self-efficacy. In addition, middle school students' self-regulated learning strategy had an indirect effect on science core competency through attitude toward science and scientific self-efficacy. Therefore, it is necessary to educate students from a comprehensive perspective that considers cognitive factors such as self-regulated learning strategy and defining factors such as attitude toward science and scientific self-efficacy in order to foster science core competency in middle school students.

An Analysis of Preservice Science Teachers' Contextualized NOS Lesson Planning from the Perspectives of Pedagogical Content Knowledge (PCK 관점에서 예비과학교사의 맥락적 NOS 수업 계획 분석)

  • Haerheen Kim;Taehee Noh;Minhwan Kim
    • Journal of The Korean Association For Science Education
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    • v.43 no.6
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    • pp.521-531
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    • 2023
  • In this study, we analyzed contextualized NOS lessons planned by preservice teachers from the perspectives of PCK. Eight preservice teachers who had completed all of the curriculum at the College of Education located in Seoul participated in the study. CoRe and teaching and learning guidance were collected. Interviews were also conducted. We used analytical induction to analyze the collected data. The analyses of the results revealed that the NOS learning goals selected by the preservice teachers were different depending on the context of the NOS lessons. In addition, the preservice teachers were unable to sufficiently explain the value of learning NOS. All of the preservice teachers were worried that their students would not understand NOS properly, and they faced various difficulties in dealing with NOS and science content. They thought that if their students conducted experiments, errors could cause problems for students learning NOS. Meanwhile, they guessed their students' preconceptions and misconceptions of NOS based on their experience. The preservice teachers also thought that their students' concept of science and cognitive development stage would affect their NOS learning. Although the preservice teachers used various strategies to teach NOS, NOS was often not explicitly addressed. Also, they were reluctant to evaluate NOS in lessons. Based on the above results, educational implications for preservice teacher education were proposed.