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Ewha Research Team Develops Real-Time Workload Measurement System for Nurses
Ewha Research Team Develops Real-Time Workload Measurement System for Nurses A joint research team from Ewha Womans University’s Colleges of Nursing and Engineering has developed a real-time, location-based system designed to objectively assess nursing workload. The study was published in the internationally recognized Journal of Nursing Management (nursing field top 3.1%). Currently, nurse staffing shortages pose a global challenge. In Korea, the number of patients per nurse is two to five times higher than the OECD average, resulting in a significant workload burden. Traditional methods such as supervisor observation or self-reporting are susceptible to bias and inaccuracies, making them unreliable for workforce planning. To address this, the research team developed a beacon-based system that records nurses’ real-time movement within hospital wards. The system consists of four components: beacons (data-generating devices), a smartphone app (for nurses), a server, and a database. Beacons installed in key areas, such as hospital rooms, hallways, and medication rooms, emit signals. These signals are captured by nurses’ smartphones, transmitted to a server, and then stored in a database. Experimental results showed a recognition rate of up to 97.5 percent with a setup of 12-15 beacons and one smartphone, demonstrating high accuracy. This system enables the objective measurement of nurses’ travel distance, working hours, and movement patterns. The research team plans to integrate AI and big data analytics to develop predictive models tailored to hospital types, departments, and shifts. This is expected to optimize staffing, lower turnover, and improve patient safety and overall care quality. Professor Younhee Kang stated, “This system represents the first technical approach to the precise measurement of nursing workload. It is expected to serve as a core tool for rational workforce allocation and improving the quality of healthcare services.” This research is the outcome of a convergence project supported by the National Research Foundation of Korea and the Institute of Information & Communications Technology Planning & Evaluation (IITP), which has been ongoing since 2021.
Ewha Womans University Signs MOU with Seoul Energy Corporation to Promote ESG Values and Social Contribution
Ewha Womans University Signs MOU with Seoul Energy Corporation to Promote ESG Values and Social Contribution Ewha Womans University signed a memorandum of understanding (MOU) with Seoul Energy Corporation in the Pfeiffer Hall reception room on Wednesday, September 24, to promote ESG (Environmental, Social, and Governance) values and contribute to the local community. This agreement aims to implement ESG-based joint projects such as energy and environmental education donations, youth career exploration programs, and carbon neutrality campaigns, while establishing a sustainable community cooperation framework. The two institutions agreed to collaborate in the following areas: operating joint projects for promoting ESG values and developing the local community; operating energy and environmental education and career exploration programs; public interest activities, including working towards carbon neutrality and expanding renewable energy use; and cooperating on research, seminars, and campaigns. Ewha plans to actively identify and develop educational, research, and outreach programs to promote ESG values and contribute to the local community, while systematically operating energy and environmental education donation programs and career experience initiatives. Ewha will also expand opportunities for students to actively learn and practice the values of ESG and sustainability through activities such as energy conservation, carbon neutrality, and various collaborative efforts, including research, seminars, and campaigns. In particular, the newly established Ewha Global Institute for Sustainable Partnership and Empowerment (EGISE) is expected to take the lead in planning and managing collaborative projects, integrally connecting the university’s efforts in education, research, and social contribution. This initiative aims to generate structural and sustainable outcomes in the fields of energy and environment, contribute to the nationwide expansion of ESG values, and foster practical leaders who will spearhead future societal transformation. Going forward, Ewha will actively leverage both internal and external educational resources and infrastructure to operate educational and career exploration programs in the energy and environmental sectors. By providing students with hands-on ESG experiences, the university aims to nurture future leaders who will drive a sustainable society.
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이화여자대학교 Ewha Womans University 2025-11-19단풍 가득 가을의 이화, 영상스케치 Video sketch of Ewha’s fall full of autumn leaves 😉 Watch the full video ▶ https://youtu.be/JIo3EnGBxjE #알록달록이화캠퍼스 #단풍가득 #계절이화_가을 #아름다운이화 #이화여자대학교 #이화여대 #이대 #EWHA #UNIV #spring
READ MORE![누구에엉 - 대학건강센터 소개 이화벗 크리에이터와 함께하는 [이화라이프] ❖제작 : 글로벌건강간호학과 23학번 이예영 (youtube@Glalrialee) ❖지원 : 이화여대 홍보실 * Full영상은 유튜브에서 보실 수 있습니다. ( youtube.com/ewhauniv ) #대학건강센터 #건강검진 #공제회비 #예방접종가능 #몸도마음도챙겨요벗들 #이화라이프 #누구에엉 #실습_브이로그 #이화여자대학교 #이화여대 #이대 #EWHA #UNIV 이미지](https://scontent-ssn1-1.cdninstagram.com/v/t51.71878-15/583442333_1537117684265628_7724873358701346145_n.jpg?stp=dst-jpg_e35_tt6&_nc_cat=108&ccb=7-5&_nc_sid=18de74&efg=eyJlZmdfdGFnIjoiQ0xJUFMuYmVzdF9pbWFnZV91cmxnZW4uQzMifQ%3D%3D&_nc_ohc=TIFwAnmRCssQ7kNvwE3mfXx&_nc_oc=AdmsRq6WiIS0D-Aq7_Rlzjk_-2TyA-WV5pU35O3Ld4G0iq6A2n_fpiToEXMA8RMDkt8&_nc_zt=23&_nc_ht=scontent-ssn1-1.cdninstagram.com&edm=AEQ6tj4EAAAA&_nc_gid=oAkZXvfUqNtfXVYAtqVyQg&oh=00_Afj_OEtrZyS_9AQd3uTTQYfMwps-iSVVYPSBone9-3D6AQ&oe=692339E1)
ewha.w.univ 2025-11-19누구에엉 - 대학건강센터 소개 이화벗 크리에이터와 함께하는 [이화라이프] ❖제작 : 글로벌건강간호학과 23학번 이예영 (youtube@Glalrialee) ❖지원 : 이화여대 홍보실 * Full영상은 유튜브에서 보실 수 있습니다. ( youtube.com/ewhauniv ) #대학건강센터 #건강검진 #공제회비 #예방접종가능 #몸도마음도챙겨요벗들 #이화라이프 #누구에엉 #실습_브이로그 #이화여자대학교 #이화여대 #이대 #EWHA #UNIV
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Ewha Womans University 2020-01-09Ewha paves a new road with each new endeavor. As Korea’s first modern school for women, Ewha showed that domains that were once deemed impossible for women were possible. And with each new endeavor, Ewha creates a new chapter in history. Ewha’s over 130 year-old history of leading changes of the future will continue.
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