• 제목/요약/키워드: Pandemic Situations

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Public Sentiment Analysis and Topic Modeling Regarding COVID-19's Three Waves of Total Lockdown: A Case Study on Movement Control Order in Malaysia

  • Alamoodi, A.H.;Baker, Mohammed Rashad;Albahri, O.S.;Zaidan, B.B.;Zaidan, A.A.;Wong, Wing-Kwong;Garfan, Salem;Albahri, A.S.;Alonso, Miguel A.;Jasim, Ali Najm;Baqer, M.J.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권7호
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    • pp.2169-2190
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    • 2022
  • The COVID-19 pandemic has affected many aspects of human life. The pandemic not only caused millions of fatalities and problems but also changed public sentiment and behavior. Owing to the magnitude of this pandemic, governments worldwide adopted full lockdown measures that attracted much discussion on social media platforms. To investigate the effects of these lockdown measures, this study performed sentiment analysis and latent Dirichlet allocation topic modeling on textual data from Twitter published during the three lockdown waves in Malaysia between 2020 and 2021. Three lockdown measures were identified, the related data for the first two weeks of each lockdown were collected and analysed to understand the public sentiment. The changes between these lockdowns were identified, and the latent topics were highlighted. Most of the public sentiment focused on the first lockdown as reflected in the large number of latent topics generated during this period. The overall sentiment for each lockdown was mostly positive, followed by neutral and then negative. Topic modelling results identified staying at home, quarantine and lockdown as the main aspects of discussion for the first lockdown, whilst importance of health measures and government efforts were the main aspects for the second and third lockdowns. Governments may utilise these findings to understand public sentiment and to formulate precautionary measures that can assure the safety of their citizens and tend to their most pressing problems. These results also highlight the importance of positive messaging during difficult times, establishing digital interventions and formulating new policies to improve the reaction of the public to emergency situations.

포커스 그룹 인터뷰를 통한 COVID-19 유행 동안 학교 급식의 변화 (Changes in School Foodservice during COVID-19 Pandemic Lockdown based on Focus Group Interviews)

  • 지미림;엄미향;계승희
    • 한국식생활문화학회지
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    • 제37권1호
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    • pp.1-12
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    • 2022
  • This qualitative study analyzed various environmental factors and difficulties faced by school foodservices during the COVID-19 pandemic. Focus group interviews were conducted by enrolling 12 nutrition teachers and nutritionists. Data collected were subsequently analyzed for changes implemented during the pandemic, in hygiene management, diet management, and distribution management of the school meal. The content and method of delivery of information related to diet guidance and school foodservice by related organizations were also examined. Results of the survey show that personal hygiene (such as maintaining student-to-student distance, checking students for a fever, and hand disinfection) was duly applied, installation of table coverings and distancing between school cafeteria seats were conducted, and mandatory mask-wearing to prevent droplet transmission was enforced. Depending on the COVID-19 situation, the number of students having school meals was limited per grade, and time-spaced meals were provided. To prevent infection, menus that required frequent hand contact were excluded from the meal plan. Overall, it was difficult to manage the meal plan due to frequent changes in tasks, such as the number of orders and meal expenses. These changes were communicated by nutrition teachers and nutritionists wherein the numbers of school meals were adjusted, depending on situations arising from each COVID-19 crisis stage. Furthermore, in some schools, either face-to-face nutrition counseling was stopped entirely, or nutrition education was conducted online. Parent participation was disallowed in the monitoring of school meals, and the prohibition on conversations inside the school cafeteria resulted in the absence of communication among students, nutrition teachers, and nutritionists. Additionally, confusion in meal management was caused by frequent changes in the school meal management guidelines provided by the Office of Education and the School Health Promotion Center in response to COVID-19. In anticipation of the emergence of a new virus or infectious diseases caused by mutations in the years to come, it is suggested that a holistic, well-thought-out response manual for safe meal operation needs to be established, in close collaboration with schools and school foodservice-related institutions.

가구소득 및 인구학적 특성에 따른 코로나19 유행 전·후 한국 노인의 영양소 섭취변화에 대한 단면연구: 국민건강영양조사 제8기(2019-2020) 자료를 활용하여 (Changes in nutritional status of Korean older adults during COVID-19 Pandemic by household income and demographic factors -using the Korea National Health and Nutrition Examination Survey(2019-2020): a cross-sectional study)

  • 이유신;이윤나
    • 대한지역사회영양학회지
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    • 제28권4호
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    • pp.302-316
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    • 2023
  • Objectives: The study aim was to identify changes in the nutritional status of older adults during the COVID-19 pandemic according to household income and demographic characteristics. Methods: Study participants were 2,408 adults aged 65 and over who participated in the 2019-2020 Korea National Health and Nutrition Examination Survey (KNHANES). To examine changes in nutrient intake levels resulting from COVID-19, data of 2019 and of 2020 were compared. Study participants were divided into three groups based on household income level to compare these changes. The changes were compared according to household income level, age group, and household type. Results: Percentages of recommended intakes for energy, protein, and most micronutrients were the lowest for the low-income group of both males and females in 2020. The Mean Adequacy Ratio (MAR) score was the lowest for the low-income group in both years. When comparing nutrient density for 2019 and 2020 by income group, the male low-income group experienced a decrease in nutrient densities of vitamin A, thiamine, calcium, and iron. For the same group, a decreased percentage for energy intake from protein was noted. Fruit intake was lowest in the low-income group for both males and females. Low-income males had the lowest intake levels for meat, fish, eggs, and legumes in both 2019 and 2020 and the lowest milk and milk product intake levels in 2020. Older adults living alone or single older adults with children had lower MAR scores than those living with a spouse. Older adults living alone experienced decreases in energy and thiamine and iron intake levels in 2020 compared to their intake levels in 2019. Conclusions: Because of the COVID-19 pandemic, nutrition intake levels worsened for older adult males in the low-income group and older adults living alone. This finding shows the need for a more systematic nutritional support strategy for the vulnerable older adults population in national disaster situations.

코로나19 상황에서 육아종합지원센터 어린이집 지원사업 운영실태와 어려움 및 지원요구 (Current Status, Difficulties, and Support Needs in Operating Support Projects for Childcare in Daycare Centers in the Support Centers for Childcare during the COVID-19 Pandemic)

  • 김경미
    • 한국콘텐츠학회논문지
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    • 제22권8호
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    • pp.377-391
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    • 2022
  • 본 연구는 코로나19 상황에서 육아종합지원센터 어린이집 지원사업 운영실태를 파악하고, 운영 개선 및 발전 방안을 모색하는데 목적이 있다. 이를 위해 서울, 경기 지역 소재의 육아종합지원센터에서 어린이집 지원사업을 담당하는 보육전문요원 6인 대상으로 2022년 2월 1주부터 4주까지 심층 면담을 통해 자료를 수집하고 분석하였다. 연구 결과, 코로나19 상황에서 육아종합지원센터 어린이집 지원사업의 운영실태에 있어서는 사업 운영방식의 다양화, 비대면 교육 확대, 개별컨설팅 및 소규모 교육 요구가 증가한 것으로 나타났다. 운영상의 어려움은 미디어 활용 능력 부족, 예측 불가 상황에 대한 대처 부담, 어린이집과 보육정책기관 사이의 소통역할 미흡으로 나타났다. 지원 요구는 전산 전문인력 확보, 온라인교육 활성화를 위한 환경 구축, 긴급상황에서의 효율적 업무전달체계가 필요한 것으로 나타났다.

코로나 팬데믹에서 완전자동화항만의 성과 비교 연구 (Port Performance of Fully Automated Container Terminal on the COVID Pandemic)

  • 김보경;김근섭
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2022년도 춘계학술대회
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    • pp.327-328
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    • 2022
  • 최근 코로나 팬데믹 확산, 소비재 수요의 일시적 급증 등으로 항만물동량이 증가하고 이로 인한 항만적체가 인력부족과 맞물리면서 글로벌 공급망 혼란이 가중되었다. 공급망 혼란은 물류비 상승을 야기하고 궁극적으로는 글로벌 인플레이션 압력이 커질 수 밖에 없다. 이러한 상황에서 육상물류와 해상물류의 결절점인 항만의 역할은 점차 중요성이 점차 중요해 지고 있으며, 특히 무인으로 운영되는 완전자동화항만은 코로나19와 같은 상황에서 운영리스크를 줄여 안정적이고 탄력적으로 대응이 가능하다고 평가되고 있다. 따라서 본연구에서는 동일 항만 내의 완전자동화터미널과 비완전자동화터미널의 코로나 발생 전후의 운영성과를 비교하여 완전자동화터미널이 실제 운영에 있어 안정적인 운영이 이루어졌는지를 분석하였다. 이를 위해 완전자동화터미널을 선도적으로 도입하여 운영 중에 있는 LA/LB항, 로테르담항, 상하이항, 칭다오항 등 4개 항만을 선정하여 터미널별 처리물동량, 선박의 접안시간 및 기항횟수 등을 비교·분석하였다. 분석 결과 완전자동화터미널은 코로나19로 인한 심각한 항만적체 상황에서도 비완전자동화터미널 대비 모든 운영성과 측면에서 안정적인 운영효율을 보인 것으로 나타났다.

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코로나 19 감염병 상황에서 간호대학생이 경험한 임상실습에서의 의사소통 (Communication of Nursing College Students Experienced in Clinical Practice in the COVID 19 Situation)

  • 송미숙;이정숙
    • 문화기술의 융합
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    • 제9권5호
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    • pp.941-949
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    • 2023
  • 본 연구는 간호대학생 4학년의 코로나 19 감염병 상황에서 임상실습 의사소통 경험을 탐색하기 위한 질적연구이다. 자료수집은 2022년 12월 19일부터 2023년 2월 10일까지 임상실습에 참여한 간호대학생 4학년 87명의 참여자로부터 실습을 하고 난 후 자신의 경험을 서술식으로 자유롭게 작성하도록 한 성찰일지를 수집하였다. 성찰일지의 분석은 Braun과 Clarke 의 주제 분석 방법을 적용하였다. 연구 결과 코로나 19 감염병 상황에서 간호대학생의 임상실습에서의 의사소통 경험은 142개의 의미 있는 진술, 30개의 잠정적 주제, 9개의 하위 주제, 4개의 중심주제가 도출되었다. 4개의 중심 주제는 '언어장벽이 되어버린 마스크', '반쪽이 되어버린 의사소통', '간호의 질이 떨어지지 않을까 두려움', '어려움을 극복한 몸과 마음'으로 나타났다. 결론적으로 본 연구 결과는 코로나 19 감염병 상황에서 간호대 학생이 임상실습에서 경험하는 의사소통에 대한 이해를 가능하게 하였으며, 다양한 감염병 상황에서 착용해야 하는 의료장비로 인한 비효과적인 의사소통 개선과 더불어 감염병 상황에서의 간호대학생의 실습교육 전략의 기초자료로 활용 될 수 있을 것이다.

치과 병원의 COVID-19 예방:문헌 검토에 따른 대응 전략 (Prevention of COVID-19 in Dental Hospitals: Literature Review and Countermeasures)

  • 이정원;김여진;정하늘;이용무
    • 대한치과의사협회지
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    • 제58권10호
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    • pp.615-626
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    • 2020
  • The outbreak of COVID-19, caused by SARS-CoV-2 infection, has spread worldwide and resulted in a pandemic for health systems. The disease is transmitted via respiration as droplets or aerosol. Due to the nature of dental treatment, aerosols, including body fluid, blood, and saliva, are frequently produced in dental hospitals. The present study investigated the potential risk of nosocomial infection of COVID-19 in dental hospitals to provide recommendations in clinical situations. The Seoul National University Dental Hospital in Korea established a countermeasure to cope with the clinical situation based on The Guidelines of Korean Centers for Disease Control & Prevention (KCDC) for dental practitioners and the available literature. Notably, numerous considerations for patient reservation and schedule management are required for space separation in the hospital, including infection control. Experiences in dental hospitals in Korea would be referable for other dental hospitals facing this infectious respiratory disease.

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Pediatric nurses' grit and nursing intention during the COVID-19 pandemic: Mediating and moderating effects of mindset and psychological collectivism

  • Chu, Young Soo;Oh, Won-Oak;Park, Il Tae;Lee, Anna;Jung, Myung-Jin
    • Child Health Nursing Research
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    • 제27권4호
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    • pp.395-403
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    • 2021
  • Purpose: This study aimed to identify the mediating and moderating effects of mindset and psychological collectivism, respectively, on the relationship between grit and nursing intention for children with emerging infectious diseases, including coronavirus disease 2019 (COVID-19), among pediatric nurses. Methods: We conducted a cross-sectional descriptive study with 230 pediatric nurses. Results: Grit directly impacted mindset (β=.27, p<.001) and nursing intention (β=.20, p=.001). The direct effect of mindset on nursing intension (β=.28, p<.001) and the indirect effect of grit on nursing intension via mindset (β=.08, p<.001) were significant. Accordingly, mindset mediated the effect of grit on nursing intention. The effects of grit and psychological collectivism (β=.19, p=.003), respectively, on nursing intention were significant. However, the interaction between grit and psychological collectivism was not significant. Thus, psychological collectivism did not moderate the effect of grit on nursing intention. Conclusion: The findings demonstrate the importance of pediatric nurses' grit and mindset on their intended care for patients in critical situations. Cultivating a gritty culture and developing interventions to enhance nurses' personality traits associated with their performance will be crucial, and such measures are especially salient for pediatric nurses to face the new adjustments required in the era of COVID-19.

간호대학생을 위한 임상수행 자기효능감 척도 개발 및 타당도, 신뢰도 검증 (Development and psychometric evaluation of Clinical Practice Self-Efficacy Scale for nursing students)

  • 최희정;김수은;정하림
    • 한국간호교육학회지
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    • 제28권3호
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    • pp.236-247
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    • 2022
  • Purpose: The COVID-19 pandemic has increased the importance of nurses' clinical performance, and accordingly, nursing educators have emphasized students' clinical practice and performance. This study developed a Clinical Practice Self-Efficacy Scale for nursing students and examined its psychometric properties. Methods: The authors reviewed instruments for selecting items for the scale in the areas of clinical skills, communication, infection control, safety, and nursing process. After preliminary items were selected, ten experts consisting of nursing professors and clinical nurses reviewed the items considering Korean clinical and educational situations. The data for the psychometric evaluation was collected from 257 nursing students in their 2nd, 3rd, and 4th years and then analyzed. Results: The confirmatory factor analysis showed that the goodness of fit of this scale with five factors represented by 40 items was appropriate. The significant positive correlations with general self-efficacy indicated sound construct validity. The senior nursing students showed higher scores than others, as we expected. Cronbach's alpha was .94. Conclusion: The Clinical Practice Self-Efficacy Scale is appropriate for measuring Korean nursing students' self-efficacy of clinical practice. It is expected to act as a good tool to measure the effects of clinical practice education.

A Study on the Operation of Education Using Library Using Flip Learning Techniques: Focusing on ubiquitous E-learning that reflects gaming elements

  • KIM, KiTae;WOO, HoSung
    • 4차산업연구
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    • 제2권2호
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    • pp.1-9
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    • 2022
  • Purpose - The purpose is to present an efficient library-use education model in the form of flip learning, reflecting traditional teaching methods and gamification elements even in such non-face-to-face and face-to-face situations after COVID-19. Research design, data, and methodology - Research on library use education, research on ubiquitous environment and gamification instructional design, flip the learning, and gamification elements are classified, compared, and analyzed to present educational models for library education, COVID-19 Pandemic situation, and subsequent library use education. Result - We propose an e-learning content development strategy for flipped learning-based library education. First, benchmark and use the existing educational contents. Second, a user-friendly interface is configured so that learners can flexibly organize their learning contents. Third, it allows learners to experience it directly or indirectly in a virtual space. Conclusion - If the e-learning environment can be standardized to the level of schools or educational institutions, a good educational model that can be used not only in library user education but also in other fields will be possible.