• Title/Summary/Keyword: 전환회귀분석

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In the COVID-19 Situation, Factors Affecting Online Learning Satisfaction of Nursing Students (코로나 바이러스 감염증(COVID-19) 상황에서 간호대학생의 온라인 수업 만족도에 영향을 미치는 요인)

  • Lee, Soon-Young;Hong, Ju-Young
    • Journal of Industrial Convergence
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    • v.20 no.10
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    • pp.1-8
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    • 2022
  • This study was attempted to determine the satisfaction of nursing students' online classes in the situation of coronavirus infection (COVID-19) and to identify factors affect it. This study conducted a survey on nursing students 220 in Daegu-Gyeongbuk area for a month in April 2021. The collected data were subjected to t-test, ANOVA, correlation, and multiple regression analysis. As a result of analyzing the factors affecting the online class satisfaction of nursing students, the learner factor (β=.29, p<.001) and the system factor (β=.51, p<.001) had a statistically significant effect, the variable with the greatest relative influence was the system factor. As online classes are expected to expand even after the end of COVID-19, for a change to education that can increase the satisfaction of learners, through the development of an online operating system suitable for learning and establishing a foundation for learners to learn independently A paradigm shift in nursing education is necessary.

Ambidextrous Use of Information Systems in an Organization (조직 내 정보시스템의 양면적 사용)

  • Hyunjeong Kang;Mihee Kim
    • Information Systems Review
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    • v.22 no.1
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    • pp.167-182
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    • 2020
  • Ambidexterity in organizations, in general, is interpreted as flexibility that enables organizational innovation, which is important for survival in a competitive market. It applies to individual workers as well since the ambidexterity of explorational and exploitational IS use will enable the flexible transition between dynamic and operational work, and hence, increase the work performance. The current study will therefore investigate the individual levels of exploratory and exploitative IS use, as well as the complementary relationship between exploratory and exploitative IS use. In a third step, the differential influence of IS on work performance will be evaluated. The current study validated that complementary fit of IS use exploration and IS use exploitation increases performance. Polynomial regression and surface analysis are used to validate the incongruence of IS use pattern. They showed that the incongruence of ambidexterity is composed of two types of divergent vs. convergent ambidexterity which depends on the type of work that need dynamic or operational capability.

Relationship Between Job Stress and Burnout of Fire Service Officers (일부 소방공무원의 직무스트레스와 소진(Burnout)과의 관련성)

  • Bae, Jin-Sung;Yoon, Seok-Han
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.5
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    • pp.433-442
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    • 2020
  • This study established the relationship between job stress and burn-out syndrome of firefighters. The research targets were 582 firefighters who worked at five fire stations in the D metropolitan city. The survey was conducted using a self-administered questionnaire during the period from July 1st 2019 to September 30, 2019. On the correlation analysis, burn-out showed a significant positive correlation with job stress. On the results of the logistic regression anaylsis, the risk ratio of high levels of burn-out was significantly higher in the very high stress groups than that in the groups with low job stress. According to the multiple regression analysis, the factors having an influence on burn-out were gender, age, the specific level of job career, shift work, the physical burden of work, the sense of satisfaction with the work, consideration for quitting the job and job stress. These findings suggest that the job stress of firefighters is closely related to burn-out. This demands the development and implementation of programs that can properly control and curb the factors of job-stress.

Professional Job Perception and Its Related Factors among Medical Recorders engaged in General Hospitals (일부 종합병원 의무기록사의 직업전문성 인식도 및 그의 관련요인)

  • Shin, Eun-Sook
    • Journal of Digital Convergence
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    • v.14 no.1
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    • pp.229-240
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    • 2016
  • This study was conducted to the purpose of elucidating the factors affecting the professional job perception of the medical recorders working at general hospitals. The study subjects were 428 medical recorders working at general hospitals. The survey was conducted using a standardized self-administered questionnaire from September 1 to 30, 2015. As a results, the professional job perceptions of the subjects were significantly related to the group of lower age, lower educational level, the unmarried group than the married group, lower monthly income, lower BMI, lower job position, dissatisfaction in work, unfit to the job, considering quit the job, irregular exercise, irregular eating breakfast, lower perception on socioeconomic status of medical recorders, lower perception on socioeconomic status of oneself, and lower future status of medical recorders. In particular, hierarchical multiple regression analysis showed that the sociodemographic characteristics and the job related characteristics is highly correlated with the professional job perception. In conclusion, it suggested that the professional job perception of medical recorders was significantly related to the sociodemographic characteristics and the job related characteristics.

Optimization of Interesterification Reaction for the Continuous Production of trans-Free Fat in a Packed Bed Enzyme Bioreactor with Immobilized Lipase (고정화 리파제를 이용한 충진형 효소생물반응기 내에서의 무-트랜스 유지 연속 생산을 위한 에스테르 교환 반응의 최적화)

  • Kim, Sang-Woo;Park, Kyung-Min;Ha, Jae-Uk;Lee, Jae-Hwan;Chang, Pahn-Shick
    • Korean Journal of Food Science and Technology
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    • v.41 no.2
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    • pp.173-178
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    • 2009
  • Epidemiological studies showed that high trans-fat consumption is closely associated with getting the risks of cardiovascular disease. The objective of this study was to produce trans-free fat through lipase-catalyzed interesterification, as a substitute for the cream margarine commonly used in industry. Optimum conditions for interesterification in a packed bed enzyme bioreactor (PBEB) were determined using response surface methodology (RSM) based on central composite design. Three kinds of reaction variables were chosen, such as substrate flow rate (0.4-1.2 mL/min), reaction temperature (60-70$^{\circ}C$), and ratio of fully hydrogenated canola oil (FHCO, 35-45%) to evaluate their effects on the degree of interesterification. Optimum conditions from the standpoint of solid fat content (SFC) were found to be as follows: 0.4 mL/min flow rate, 64.7$^{\circ}C$ reaction temperate, and 42.8% (w/w) ratio of FHCO, respectively. The half-life of immobilized lipase in PBEB with two stages at 60$^{\circ}C$ ($1^{st}$ stage) and 55$^{\circ}C$ ($2^{nd}$ stage) was about more than 30 days as estimated by extrapolating the incubation time course of tristearoyl glycerol (TS) conversion, whereas the half-life of the enzyme in PBEB with single stage at 65$^{\circ}C$ was only about 15 days. Finally, the results from SFC analysis suggest that trans-free fat produced in this study seems to be a suitable substitute for the cream margarine commonly used in industry.

Change Prediction of Future Forestland Area by Transition of Land Use Types in South Korea (로지스틱 회귀모형을 이용한 우리나라 산지면적의 공간변화 예측에 관한 연구)

  • KWAK, Doo-Ahn;PARK, So-Hee
    • Journal of the Korean Association of Geographic Information Studies
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    • v.24 no.4
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    • pp.99-112
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    • 2021
  • This study was performed to predict spatial change of future forestland area in South Korea at regional level for supporting forest-related plans established by local governments. In the study, land use was classified to three types which are forestland, agricultural land, and urban and other lands. A logistic regression model was developed using transitional interaction between each land use type and topographical factors, land use restriction factors, socioeconomic indices, and development infrastructures. In this model, change probability from a target land use type to other land use types was estimated using raster dataset(30m×30m) for each variable. With priority order map based on the probability of land use change, the total annual amount of land use change was allocated to the cells in the order of the highest transition potential for the spatial analysis. In results, it was found that slope degree and slope standard value by the local government were the main factors affecting the probability of change from forestland to urban and other land. Also, forestland was more likely to change to urban and other land in the conditions of a more gentle slope, lower slope criterion allowed to developed, and higher land price and population density. Consequently, it was predicted that forestland area would decrease by 2027 due to the change from forestland to urban and others, especially in metropolitan and major cities, and that forestland area would increase between 2028 and 2050 in the most local provincial cities except Seoul, Gyeonggi-do, and Jeju Island due to locality extinction with decline in population. Thus, local government is required to set an adequate forestland use criterion for balanced development, reasonable use and conservation, and to establish the regional forest strategies and policies considering the future land use change trends.

The Factors of Related towards Intention to Organ Donation by the Citizens of Busan (부산시민의 장기기증의사에 관련된 요인)

  • Hwang, Byung-Deog;Im, Bock-Hee;Jung, Woong-Jae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.1
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    • pp.341-350
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    • 2011
  • This study aims at providing basic data on organ donation by analyzing factors of influencing toward intention to organ donation and further at improving people's consciousness on organ donation, subject to citizens of Busan City. The data was collected for 47 days from 14 July to 31 August, 2009. Among a total of 2200 cases of the questionaries, only 2042 cases were used. For data analysis, SPSS 17.0 was used, and for the specific analysis method frequency analysis to understand general characteristics of the participants. In addition, examination on T-test and ANOVA analysis were conducted after analyzing the factors for participants' consciousness on organ donation, and logistic regression analysis for understanding of relations between participants' will to donate organs and general characteristics. The results of this study are summarized as follows; First, among the participants, those who have heard about organ donations were 71.6%. Second, the factors that general characteristics influence on the attitudes towards organ donation include gender, chronic diseases or incurable diseases in the respondents or their family, religion, acceptive attitude factor, exclusive attitude factor and positive attitude factor towards organ donation. Based on the results, in order to raise people's consciousness on organ donation and form social sympathy, more than anything else, public mass media like broadcasting is important. In addition, as organ donation centers and related institutions prepare nationwide events, we should endeavor to prepare the opportunities in various ways to converse people's consciousness on organ donation and further put organ donation into practice.

Job Stress and Its Related Factors among 119 Rescue Workers (119 구급대원의 직무스트레스 및 그의 관련요인)

  • Yoon, Seok-Han;Park, Ho-Jin;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.10
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    • pp.549-558
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    • 2018
  • This study was conducted to define the level of job stress and to determine its association with sociodemographic and health related characteristics, as well as job-related factors. The subjects surveyed were 1,240 out of 119 rescue workers who worked in 14 fire stations across the country by self-administered questionnaires during the period of 1 March, to 30 April, 2016. As a result, the score of job stress was significantly higher in the unmarried, no coffee drinking, poor subjective sleep evaluation, unhealthy, lower position, lower job career, hard physical burden of work, job dissatisfaction, unfit for job groups without group of consider quitting the job than their respective counterparts. Multiple regression analysis revealed that the factors influencing job stress included coffee drinking, subjective sleep evaluation, job career, physical burden of work, sense of satisfaction in work, fitness for the job and considering quitting the job. Overall, the results of this study results suggest that the job stress of 119 rescue workers is influenced by variable factors as well as sociodemographic characteristics, health-related behaviors and job-related characteristics.

The Study on Middle-aged and Older People's Vocational Training Participation and its Usefulness in their Boundaryless Career Perspective (무경계경력 관점에서 살펴본 중·고령자 직업훈련 참여 및 훈련활용도에 관한 연구)

  • Kim, Dong-Seon
    • The Journal of the Korea Contents Association
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    • v.18 no.11
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    • pp.493-507
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    • 2018
  • This study examined characteristics and usefulness of middle-aged and older people's vocational training participation. Among sub-age groups categorized by the position in career cycle and the employability, 61~68 year old group(after retirement age group) had the biggest difficulties on the training including computer-based training and showed the lowest employment result compared to other sub age groups; major career(30~45), career transition preparation(46~52), career transition(53~60). However, the career transition age group utilized vocational training in the aspect of career search and the after-retirement age group in the aspect of preparation for older age and hobby. On the other hand, factors such as career adaptability and perceived education difficulties affected on the training usefulness in the aspects of career search and preparation for older age and hobby while perceived career barriers, career relevancy and relationship ability affected on the employment result. Based on these findings, this study suggests that vocational training provide more suited course for the boundaryless career seekers and include relationship enforcement and positive attitude development to overcome perceived career barriers for middle-aged and older people.

Comparison of 'Militarism' and 'Normal state' through the Concept of Regional Hegemony: Focus on Imperial Japan before and after the Navy Disarmament Treaty and Modern Japan after Abe Shinzo's 2nd Cabinet (지역 패권 개념을 통한 '군국주의'와 '보통국가' 비교: 해군 군축조약 전·후 일본제국과 아베 2기 내각 이후 현대 일본의 사례를 중심으로)

  • Kim, Dong-eun
    • Maritime Security
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    • v.1 no.1
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    • pp.1-30
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    • 2020
  • The study started with the question, "Is Japan's normalization of nationalization a return to militarism?" Therefore, in order to analyze this, the characteristics of the international system after the inauguration of the Japanese Empire during World War I and World War II and the Abe's 2nd Cabinet in contemporary Japan were compared. Through this, there were some differences in the characteristics of the international system of the two periods, and as a result, it was intended to derive the differences between the two examples. During the prewar period of World War I, the militaristic Japanese Empire suffered great damage from the national pride of being the only power in Asia through the Paris Enhancement Conference, the Washington Navy Treaty, and the London Navy Treaty. However, the Western powers with colonies in Asia still existed in the region, so it was not possible to turn them into immediate power expansion. Meanwhile, World War II broke out in Europe. As a result, the Western powers had to focus on the whole of Europe, and the militaristic Japanese empire became a regional hegemony without missing the international system characteristic of "the hegemony." Unlike in the past militarism, Japan's case of pursuing common nationalization since 2012 has been carried out in the order of Northeast Asia in the composition of the "cold war" new cold war. In particular, Japan is attempting to transform itself into a normal state to strengthen the US-Japan alliance on a self-reliant level due to the lack of quantitative military power compared to the neighboring countries.

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