• 제목/요약/키워드: Post Covid 19

검색결과 431건 처리시간 0.026초

소비자대상 직접 (DTC) 비만유전자 기반 정밀영양 (PNH)의 국내 현황 (Domestic development situation of precision nutrition healthcare (PNH) system based on direct-to-consumer (DTC) obese genes)

  • 김오연;이명숙;이정희;손정민;윤미옥
    • Journal of Nutrition and Health
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    • 제55권6호
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    • pp.601-616
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    • 2022
  • In the era of the fourth industrial revolution technology, the inclusion of personalized nutrition for healthcare (PNH), when establishing a healthcare platform to prevent chronic diseases such as obesity, diabetes, cerebrovascular and cardiovascular disease, pulmonary disease, and inflammatory diseases, enhances the national competitiveness of global healthcare markets. Furthermore, since the government experienced COVID-19 and the population dead cross in 2020, as well as numerous health problems due to an increasing super-aged Korean society, there is an urgent need to secure, develop, and utilize PNH-related technologies. Three conditions are essential for the development of PNH technologies. These include the establishment of causality between obesity genome (genotype) and prevalence (phenotype) in Koreans, validation of clinical intervention research, and securing PNH-utilization technology (i.e., algorithm development, artificial intelligence-based platform, direct-to-customer [DTC]-based PNH, etc.). Therefore, a national control tower is required to establish appropriate PNH infrastructure (basic and clinical research, cultivation of PNH-related experts, etc.). The post-corona era will be aggressive in sharing data knowledge and developing related technologies, and Korea needs to actively participate in the large-scale global healthcare markets. This review provides the importance of scientific evidence based on a huge dataset, which is the primary prerequisite for the DTC obesity gene-based PNH technologies to be competitive in the healthcare market. Furthermore, based on comparing domestic and internationally approved DTC obese genes and the current status of Korean obesity genome-based PNH research, we intend to provide a direction to PNH planners (individuals and industries) for establishing scientific PNH guidelines for the prevention of obesity.

The Smart Medicine Delivery Using UAV for Elderly Center

  • Li, Jie;Weiwei, Goh;N.Z., Jhanjhi;David, Asirvatham
    • International Journal of Computer Science & Network Security
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    • 제23권1호
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    • pp.78-88
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    • 2023
  • Medication safety and medicine delivery challenge the well-being of the elderly and the management of the elderly center. With the outbreak of COVID-19, the elderly in the care center were challenged by the inconvenience of the medication restocking. The purpose of this paper accentuates the importance of the design and development of an UAV-based Smart Medicine Case (UAV-SMC) to improve the performance of medication management and medicine delivery in the elderly center. The researchers came up with the design of UAV-SMC in the light of the UAV and IoT technology to improve the performance of both Medication Practice Management (MPM) and Low Inventory Detection and Delivery (LIDD). Based on the result, with UAV-SMC, the performance of both MPM and LIDD was significantly improved. The UAV-SMC improves the efficacy of medication management in the elderly center by 26.97 to 149.83 seconds for each medication practice and 9.03 mins for each time of medicine delivery in Subang Jaya Malaysia. This paper only investigates the adoption of UAV-SMC in the content of elderly center rather than other industries. The authors consider integrating the UAV-SMC with the e-pharmacy system in the future. In conclusion, the UAV-SMC has significantly improved the medication management and guard the safety of elderly and caretaker in the elderly in the post-pandemic times.

A Study on the Usage Factors of Mobile Banking Apps by Korean Banks in Vietnam: Focused on the Viewpoints of App User and App Provider

  • Suk-Gyoo Kim;Sang-Ha Lee;Chun-Su Lee
    • Journal of Korea Trade
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    • 제27권1호
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    • pp.192-210
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    • 2023
  • Purpose - Vietnam has the fastest growing digital economy in Southeast Asia and is emerging as a critical overseas market for Korean banks in the post-COVID-19 era. Accordingly, many Korean banks entered the Vietnamese market to overcome the limitations of the saturated domestic financial market and create new revenue sources. This study examined the current status of digital finance in Vietnam and the cases of Korean banks that have succeeded in the Vietnamese market. Then, importance-performance analysis (IPA) was conducted on local customers, managers and staff members of Korean banks in Vietnam. Design/methodology - In this study, we analyzed the importance and satisfaction factors of mobile banking app usage in Vietnam through IPA. In particular, we identified the differences between the two groups by considering the viewpoint of customers who use mobile banking apps and that of managers and staff members who provide mobile banking services. Findings - The IPA results from the customer group and managers and staff members group were generally similar, but differences were observed in Ease of Use (Technology), Innovativeness (Organization), and Increase in Revenue (Economic). In the case of the customer group, Ease of Use (Technology) is located in the second quadrant, which shows low satisfaction compared to high importance. However, in the managers and staff members group, Ease of Use (Technology) is located in the first quadrant, which indicates high importance and high satisfaction. This difference in perception can cause complaints from local customers; thus, it is necessary to change the perception of the technological aspect for ease of use of mobile banking apps in consideration of the customer's position. In addition, it is necessary to allocate the resources invested in the Innovativeness (Organization) and Increase in Revenue (Economic) to Ease of Use (Technology). Originality/value - In this study, based on the HOTE framework, factors for using mobile banking apps were derived, and IPA was conducted targeting local customers (app user) and managers and staff members (app provider) of Korean banks in Vietnam. Through this, we presented the results of empirical analysis that can help Korean banks efficiently utilize limited resources and budgets.

팬데믹 시대의 피부관리숍 선택요인이 고객만족도와 재방문 의도에 미치는 영향 (Customer satisfaction and skin care shop selection factors in the pandemic era impact on revisit intention)

  • 이병옥;홍수남
    • 한국의상디자인학회지
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    • 제25권2호
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    • pp.83-95
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    • 2023
  • The purpose of this study was to identify the effect of skin care salons' decision factors on customer satisfaction and revisit intention during the COVID-19 pandemic. The subjects of this study were 220 women in their 20s to 50s who reside in Seoul and the Gyeonggi-do area and are users of skin care salons. The data was statistically analyzed using SPSS V.25.0 and detailed research results are as follows. For the analysis of this study, frequency analysis, factor analysis, reliability verification, independent sample T-Test, one-way analysis of variance, post hoc test, Duncan test, and regression analysis were conducted. First, as a result of examining whether skin care salon decision factors during the pandemic have a positive (+) effect on customer satisfaction, hygienic environment satisfaction and service environment satisfaction, which are sub-factors of customer satisfaction, had a significant effect on professionalism, kind service, and distance, which are sub-factors of decision factors, and are independent variables. Second, as a result of examining whether skin care salon decision factors during the pandemic have a positive (+) effect on revisit intention, decision factors, which are independent variables, including professionalism, kind service, price, and distance showed significant effects on human revisit intention, As for physical revisiting intention, only kind service, distance, and professionalism showed significant effects, while price did not have a significant effect. Third, as a result of examining whether customer satisfaction during the pandemic has a positive (+) effect on revisiting intention, the service environment satisfaction and hygienic environment satisfaction, which were sub-factors of independent variables, showed significant results for human and physical revisit intentions. In this study, service environment and hygienic environment satisfaction were important variables for skin care salon decision factors. Professionalism and kind service were important for human revisit intention. Therefore, overall service environment, hygiene, and safety should be prioritized to increase revisit intention and efforts must be made to retain and improve customer satisfaction

이미지 기반 AI 피부 진단 기술과 문진을 결합한 통합 피부진단 기능에 관한 고찰 (Image-Based Skin Diagnosis Using AI Technology Combine with Survey System for Review of Integrated Skin Diagnosis Function)

  • 박학권;임영환;박혁곤;황중원;이상란;조은상;림빈
    • 문화기술의 융합
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    • 제8권3호
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    • pp.463-468
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    • 2022
  • COVID-19의 장기화는 다양한 산업의 패러다임에 새로운 시도와 변화를 주고 있다. 고객이 직접 피우에 닿고 사용하는 제품을 판매하는 산업에서는 그 현상이 날로 가중된다. 이러한 상황에 대응하고자 최근 Cosmetics 업계에서 다양한 언택트(비대면) 서비스들을 선보이고 있다. 기존 전통 오프라인 채널에서부터 다양한 온라인 채널 확보를 통하여 고객들의 수요와 참여를 끌어내고자 한다. 대표적으로 기존에는 온라인 문진 서비스를 이용하여 고객에게 맞춤 제품을 추천하는 서비스들을 제공하고 있지만 얼마 지나지 않아 한계에 도달하게 된다. 본 논문에서는 기존 정형화된 문진 서비스와 한걸음 더 나아가 AI 기술을 이용한 이미지 기반 피부진단 기능을 결합하는 새로운 방식의 피부진단 서비스에 대하여 연구하였다. 사용자는 촬영된 이미지를 이용하여 몇 가지 항목에 대한 진단을 받게 되고 최종 피부타입을 도출하기 위하여 부족한 진단 항목은 기존에 제안한 피부진단 서비스를 활용하였다. 이런 방식은 기존에 제공되고 있는 문진 서비스보다 재미 요소를 더할 뿐만 아니라 기술 트린드인 AI를 결합하여 더욱 고객 참여를 이끌어 낼 수 있고 가시적이고 정확도가 있는 지속적인 서비스를 만들어 내고자 함에 있다.

수학교육에서 글쓰기의 중요성에 관한 소고 (An Overview on Importance of Writing in Mathematics Education)

  • 김정현;고상숙
    • 한국수학교육학회지시리즈E:수학교육논문집
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    • 제37권4호
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    • pp.591-614
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    • 2023
  • 오래전부터 NCTM(National Council of Teachers of Mathematics)과 같은 수학교육기관에서 글쓰기는 필수적인 부분으로 언급해 왔다. 그리고 최근 교육부 조사에 따르면 코로나 시대 이후 기초학력 저하의 심각성을 보고하였다. 본 연구는 수학교육에서 수학 쓰기를 재정의하고, 현재 수학교육에서 제시되는 역량 중 과거부터 언급해 온 문제해결, 의사소통, 추론 영역을 중심으로 글쓰기의 역할과 그 중요성을 파악하는 것을 목적으로 하였다. 연구 결과에서 문제해결에서의 글쓰기는 인지적인 부분을 정리함으로써 개념과 방법을 습득할 수 있는 능력을 기를 수 있고, 의사소통에서의 글쓰기는 재인지 과정을 통해 자신감을 가질 수 있으며, 추론에서의 글쓰기는 단계적으로 어떤 부분이 부족한지를 스스로 파악할 수 있다. 특히, AI를 활용하는 미래 사회에서 수업 환경이 달라지는 만큼 쓰기를 통한 진위성 판단이나 올바른 쓰기 문화 정착을 위해 연구가 이루어질 필요가 있다.

Diabetes Detection and Forecasting using Machine Learning Approaches: Current State-of-the-art

  • Alwalid Alhashem;Aiman Abdulbaset ;Faisal Almudarra ;Hazzaa Alshareef ;Mshari Alqasoumi ;Atta-ur Rahman ;Maqsood Mahmud
    • International Journal of Computer Science & Network Security
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    • 제23권10호
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    • pp.199-208
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    • 2023
  • The emergence of COVID-19 virus has shaken almost every aspect of human life including but not limited to social, financial, and economic changes. One of the most significant impacts was obviously healthcare. Now though the pandemic has been over, its aftereffects are still there. Among them, a prominent one is people lifestyle. Work from home, enhanced screen time, limited mobility and walking habits, junk food, lack of sleep etc. are several factors that have still been affecting human health. Consequently, diseases like diabetes, high blood pressure, anxiety etc. have been emerging at a speed never witnessed before and it mainly includes the people at young age. The situation demands an early prediction, detection, and warning system to alert the people at risk. AI and Machine learning has been investigated tremendously for solving the problems in almost every aspect of human life, especially healthcare and results are promising. This study focuses on reviewing the machine learning based approaches conducted in detection and prediction of diabetes especially during and post pandemic era. That will help find a research gap and significance of the study especially for the researchers and scholars in the same field.

디자인씽킹 기반의 인터랙션 디자인 교육 연구 (A Study on Interaction Design Education based on Design Thinking)

  • 김호다;주애란
    • Journal of Information Technology Applications and Management
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    • 제31권3호
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    • pp.53-69
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    • 2024
  • This study was attempted to promote changes in traditional design education at a time when non-face-to-face education is necessary, such as digitalization, rapid social structure change, and post-COVID-19 situations, and to meet the demands of the times when user-centered design is more emphasized. Therefore, the goal of this study is to explore the process of developing mobile apps and operating education for deaf learners through design thinking-based interaction design education for design students. Specifically, the curriculum was designed by selecting a design thinking methodology suitable for major students to experience empathy and solutions to user problems. The subject that students majoring in this study want to sympathize with is deaf learners, and the subject of the curriculum is the development of educational support applications for deaf learners. Accordingly, a mobile app prototype that can support online learning for deaf learners was created based on the interaction design education plan designed based on design thinking. In addition, after collecting and analyzing the feedback of deaf learners to evaluate the prototype effectiveness, the final mobile app prototype was presented as an output. Through this process, interactive design education based on design thinking helped to strengthen the ability to empathize with and solve the needs of deaf learners to major students and improve the design learning experience. Based on these findings, if a methodology suitable for various user groups is selectively accepted for design education, the students in the major will have the ability to design by prioritizing the actual needs of users despite changes in the environment of the future design society.

장기요양시설 요양보호사를 위한 통합적 감염관리 교육프로그램의 효과 (Impact of an Integrated Infection Control Education Program on Caregivers in Long-Term Care Facilities)

  • 이경미;전은영
    • 가정간호학회지
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    • 제31권1호
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    • pp.77-88
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    • 2024
  • Purpose: This study aimed to develop and assess the impact of an integrated infection control education program on the awareness, attitudes, and performance of infection control among caregivers in long-term care facilities. Methods: Participants were recruited from two long-term care facilities with 25 caregivers in both the experimental group and the control group. This study used non-equivalent control group quasi-experimental pre-post design. The effectiveness of a developed Integrated Infection Control Education Program was evaluated based on infection control awareness, attitudes, and performance. Data were analyzed using SPSS/WIN 28.0 through descriptive statistics, chi-square tests, Fisher's exact tests, and independent t-tests. Results: There was a statistically significant difference in the degree of awareness (t=-5.00, p<.001), attitude (t=-4.91, p<.001), and performance (t=-6.66, p<.001) of infection control between the two groups. Conclusion: Given these results, the integrated infection control education program significantly improved infection control awareness, attitudes, and performance among caregivers in long-term care facilities. This study is noteworthy because it provided comprehensive education on infection control practices to caregivers in environments that are particularly susceptible to infections, especially following COVID-19. This educational program is actively utilized and validated in practice, it would enhance the infection control performance of caregivers, thereby reducing infection rates within facilities, shortening the length of stay for elderly residents in long term care facilities, and contributing to the reduction of healthcare costs.

비대면 수업의 Kano 품질속성 도출과 개선에 관한 탐색적 연구 (An Exploratory study on derivation and Improvement of Kano Quality Attributes in Untact Classes)

  • 변대호;양재훈
    • 서비스연구
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    • 제12권2호
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    • pp.65-79
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    • 2022
  • Covid-19로 인해 비대면 수업이 지속되고 있다. 과거부터 e-러닝 수업은 있었지만 코로나로 인한 비대면 수업은 실시간 수업과 녹화수업이 결합되거나 대면과 비대면이 결합된 블랜디드(blended) 수업이라는 것이 차이점이다. 또한 전용 스튜디오가 아닌 곳에서 자가 촬영하거나 다양한 강의 플랫폼을 선택할 수 있다는 점이 특징이다. 비대면 수업의 이점은 시간과 공간을 초월하여 학습할 수 있고, 반복 시청, 학습속도를 조절할 수 있다. 녹화수업은 시간과 장소적 제약이 없지만, 실시간 수업은 시간적 제약은 있지만, 학습자와의 커뮤니케이션 효과가 높다는 장점이 있다. 비대면 수업이 대면수업이나 e-러닝과 비교하여 충분한 품질을 제공하는지를 평가하는 일은 포스트 코로나 이후에도 블렌디드 수업을 고려한다면 필요한 일이 될 것이다. 본 논문에서는 비대면 수업의 서비스 품질평가를 위해 Kano 품질속성 관점에서 학습자들이 원하는 필수속성을 도출하고 품질개선 방안을 제안하였다. 비대면 수업이 갖추어야 할 기능의 정도를 X축, 학습자의 만족도를 Y축으로 나타낸 후 23개의 품질속성을 6개로 분류하였다. 그리고 만족계수, 불만족 계수, 고객만족개선지수를 도출하였다. 학습자들의 50%가 비대면 수업에 만족했지만 선호도는 만족도 보다는 약간 높게 나타나 비대면 수업의 지속 가능성을 암시하고 있다. 고객만족개선 지수로 볼 때, 수업 품질을 개선했을 때 만족도 증가폭이 가장 큰 속성들은 학습자의 질문에 대한 교수의 신속한 답변, 교과내용을 반영한 충실한 강의 콘텐츠, 교수가 알기 쉽게 설명해 주는 것, 모바일 폰에서도 학습할 수 있는 고품질의 콘텐츠 개발, 출석체크의 공정성, 그리고 실시간 수업은 정시에 수업 시작 순이었다.