간호사 인력의 수요추계 방법론에 대한 비판적 검토: 1991~2014년간의 실증연구를 중심으로

정수용 ( Jeong Suyong ),김진현 ( Kim Jinhyun ) 서울대학교 간호과학연구소 2016 간호학의 지평 Vol.13 No.2

Purpose: The aim of this study is to review the nurse demand forecasting methods in empirical studies published during 1991~2014 and suggest ideas to improve the validity in nurse demand forecasting. Methods: Previous studies on nurse demand forecasting methodology were categorized into four groups: time series analysis, top-down approach of workforce requirement, bottom-up approach of workforce requirement, and labor market analysis. Major methodological properties of each group were summarized and compared. Results: Time series analysis and top-down approach were the most frequently used forecasting methodologies. Conclusion: To improve decision- making in nursing workforce planning, stakeholders should consider a variety of demand forecasting methods and appraise the validity of forecasting nurse demand.

스마트워치를 활용한 인공지능 기반의 복약행동 모니터링 시스템

정수용(Suyong Jeong),이휘원(Hwiwon Lee),유상필(Sangpil Yoo),이경준(Kyungjun Lee),허성필(Sungphil Heo) 한국정보기술학회 2020 한국정보기술학회논문지 Vol.18 No.8

Arriving an aging society, the prevalence and medical costs of chronic diseases has been increasing, and cognitive impairment and polypharmacy in older adults lead to low medication adherence and several adverse events during medication. In post-COVID era, non-face-to-face services and patient monitoring technologies for medication management are further required because patients with chronic diseases are restricted from visiting hospitals. We propose an automated behavioral monitoring system based on smartwatch and artificial intelligence (AI) technology in order to solve polypharmacy problems effectively. As a result of usability test of smartwatch, 60 of 77 adults thought to be useful with medication management system in this study. Also, performance of the proposed AI algorithm was shown to be 95 % of the vitamin group and 94 % of the inhaler group. We suggest that this digital medication management solution can greatly contribute to improve personal health by enhancing medication adherence and reducing drug side effects, and to minimize medical expenses in society.

다문화가족의 건강욕구 분석 및 정보접근성 향상을 위한 ICT 활용 방안

정수용(Suyong Jeong),이선영(Sun-Young Lee) 한국산업정보학회 2024 한국산업정보학회논문지 Vol.29 No.2

본 연구는 다문화가족의 건강욕구 및 관련 정책들을 파악하고, ICT를 활용한 건강정보의 접근성을 개선할 수 있는 방안을 모색하는 것을 목적으로 하였다. 본 연구에서 사용된 방법은 질적 연구로서, 선행문헌 검토를 통해 다문화가족의 건강실태를 1차적으로 분석한 후, 다문화가족을 대상으로 심층인터뷰를 진행하였다. 본 연구결과, 그간 다문화가족의 건강정책은 타 부문에 비해 정책우선순위가 밀려 있고, 다문화가족의 건강정보 접근성 향상을 위한 ICT 활용 논의가 미미한 것으로 분석되었다. 다문화가족을 심층인터뷰한 결과, “한국사회 진입초기 경험”, “의료기관 이용시 높은 언어장벽”, “다양한 이유로 인한 미충족의료 경험”, “보건의료 관련 서비스 욕구가 높은 영역” 등의 4개 주제가 도출되었다. 다문화가족의 건강권 보장 및 건강정보 접근성을 향상하기 위해서 의료기관의 언어적 지원체계 강화, 정부의 다문화가족을 위한 정책적 노력, 수요자 중심의 쌍방향 ICT 플랫폼 설계 등을 제언하였다. The study aims to comprehend the health needs of multicultural families, identify relevant policies, and explore ways to enhance health information accessibility through Information and Communication Technology (ICT). Employing a qualitative research method, the health status of multicultural families was analyzed through literature review, followed by in-depth interviews. The findings revealed a lower priority given to health policies for multicultural families compared to other governmental sectors, with limited discussion on leveraging ICT for improved accessibility. In-depth interviews highlighted four main themes: Early experiences in Korean society, Language barriers in medical facilities, Unmet healthcare needs for various reasons, and High demand for health-related services. To safeguard health rights and enhance information accessibility, we recommend strengthening linguistic support in healthcare institutions, implementing government efforts for multicultural families, and designing user-centered ICT platforms.

개인맞춤형 복약관리 서비스 제안 : 간호사의 원격건강모니터링, AI스마트워치, 약물유전체학의 융합

김유진(Yujin Kim),정수용(Suyong Jeong),허성필(Sungphil Heo) 한국정보기술학회 2020 Proceedings of KIIT Conference Vol.2020 No.10

공공병원 간호사의 안전간호활동에 미치는 영향 요인

이옥길(Lee, Ok Kil),정수용(Jeong, Suyong) 대한근관절건강학회 2021 근관절건강학회지 Vol.28 No.3

Purpose: In this descriptive study, we aimed to identify factors influencing safe nursing activities of nurses working at public hospitals. Methods: We collected data in March 2021 through an online survey. The subjects were 199 nurses who had worked for at least six months at public hospitals. The self-reported questionnaire consisted of items pertaining to safe nursing activities, perception of patient safety culture, and the general characteristics of the subjects. To examine the differences in the safe nursing activities and perception of patient safety culture by general characteristics, we employed a t-test and ANOVA. We conducted a multiple linear regression analysis to explore the factors affecting safe nursing activities. Results: The mean score for safe nursing activity was 4.59±0.39. Perception of patient safety culture and age group were found to be the main factors affecting the safe nursing activities of nurses working at public hospitals (F=17.24, p<.001, Adj. R²=.40). When the score for perception of patient safety culture increased by 1 point, the score for safe nursing activities increased by 0.58 points. In addition, the score for safe nursing activity in the 40s age group was 0.16 points higher than for those in the 20s age group. Conclusion: Effective management and leadership in public hospitals is needed to improve the culture of patient safety at various levels so as to ensure safe nursing activities.

청소년의 평생 흡연 및 현재 흡연 영향요인

권석현(Gwon, Seok Hyun),정수용(Jeong, Suyong) 한국간호과학회 2016 Journal of Korean Academy of Nursing Vol.46 No.4

간호·간병통합서비스 운영성과 및 향후 정책방향

김진현,김성재,박은태,정수용,이은희,Kim, Jinhyun,Kim, Sungjae,Park, Euntae,Jeong, Suyong,Lee, Eunhee 간호행정학회 2017 간호행정학회지 Vol.23 No.2

Purpose: This study was done to identify issues surrounding comprehensive nursing care within the national health insurance, analyze results and problems within national health insurance and to suggest new policy directions for stability. Methods: A literature search was performed using RISS, KISS, PUBMED databases. Eighteen studies were analyzed. Results: For implementation of comprehensive nursing care, there was improvement in nursing and in facilities. By improvement of structure, this new system showed positive outcomes in term of patient satisfaction and indicators related to patient safety. However, issues related to overload, job stress and evaluation of the system remain. In order to establish this system, staffing levels for nurses and nurse aids need to be adjusted to appropriate levels that reflect requirements for nursing. In addition, range of work needs to be determined clearly. Lastly, regular and systematic evaluation is needed to provide safe quality services to patients and to prevent waste of financial resources, Conclusion: Comprehensive nursing care needs to be implemented in ways that patients can be provided with safe and high quality service. There is a need to resolve several issues to allow this new system to function.

축약형 우울척도(Andersen form CES-D-10)의 종단적 측정불변성 검증

박병선(Park, Byung-Sun),정수용(Jeong, Suyong),배성우(Bae, Sung-Woo) 한국정신건강사회복지학회 2020 정신보건과 사회사업 Vol.48 No.4

본 연구는 최근 증가하고 있는 종단연구에서 우울을 측정하기 위하여 많이 사용되고 있는 Andersen form CES-D-10 척도의 종단적 측정불변성의 검증을 목적으로 하고 있다. 이를 위하여 한국고령화연구패널자료의 1차년도 – 4차년도 자료를 사용하여 분석을 실시하였다. 분석결과, Andersen form CES-D-10 척도의 요인모형이 엄격한불변성(strict invariance) 모형까지 유지되고 있는 것으로 나타났다. 이는 본 척도가 4개의 측정 시점, 즉 8년 동안의 종단적 측정불변성이 잘 유지되고 있는 척도임을 경험적으로 보여주는 것이라고 할 수 있다. 마지막으로 종단적 측정불변성에 대한 관심 및 다양한 측정도구에 적용을 확대하는 것이 필요함을 제안하였다. The purpose of this study was to verify the longitudinal measurement invariance of the Andersen form CES-D-10 scale, which is widely used to measure depression. For this purpose, an analysis was conducted using data from the 1st-4th wave of the Korean Longitudinal Study of Aging. The analyses indicated that the factor model of the Andersen form CES-D-10 scale was well maintained up to the strict invariant level over four measurement periods(i.e., 8 years). This means that Andersen form CES-D-10 scale is suitable for measuring longitudinal change of depressive symptoms for Korean subjects. Finally, it was suggested that more attention should be paid to the verification of longitudinal measurement invariance and it is necessary to expand the application of longitudinal measurement invariance to various measurement tools.

간호·간병통합서비스 간호인력 배치수준의 적정성 분석

김진현(Kim, Jinhyun),김성재(Kim, Sungjae),박진희(Park, Jinhee),박은태(Park, Euntae),정수용(Jeong, Suyong),이은희(Lee, Eunhee) 한국간호행정학회 2018 간호행정학회지 Vol.24 No.4

Purpose: This study was done to evaluate the adequacy of nurse staffing in integrated nursing care. Methods: Statistical data on integrated nursing care from the National Health Insurance Corporation was used in this study. We extracted hospital data and patient data related to patient needs for nursing care. We analyzed the differences in patient needs by staffing level of each type of medical institution. Results: Approximately 70% of medical institutions provided nursing care by the mid level of nurse staffing, which was 1:6, 1:10 and 1:12 in the tertiary hospital, general hospital and semi-hospital, respectively. The patients’ characteristics were significantly different by hospital type. Especially, the distribution of the main diagnosis was completely different between the tertiary hospital and semi-hospital. In the tertiary hospital, the patient needs measured by severity and activities of daily living dependency were higher at higher staffing level than at lower staffing level. However, the nurse staffing was less relevant to the patient needs in the general hospital and semi-hospital. Conclusion: To provide high-quality nursing care, accurate workload forecasting is required at the start, and then the standard nurse staffing level can established based on workload forecasting.

간호·간병통합서비스 운영성과 및 향후 정책방향

김진현(Kim, Jinhyun),김성재(Kim, Sungjae),박은태(Park, Euntae),정수용(Jeong, Suyong),이은희(Lee, Eunhee) 한국간호행정학회 2017 간호행정학회지 Vol.23 No.3

Purpose: This study was done to identify issues surrounding comprehensive nursing care within the national health insurance, analyze results and problems within national health insurance and to suggest new policy directions for stability. Methods: A literature search was performed using RISS, KISS, PUBMED databases. Eighteen studies were analyzed. Results: For implementation of comprehensive nursing care, there was improvement in nursing and in facilities. By improvement of structure, this new system showed positive outcomes in term of patient satisfaction and indicators related to patient safety. However, issues related to overload, job stress and evaluation of the system remain. In order to establish this system, staffing levels for nurses and nurse aids need to be adjusted to appropriate levels that reflect requirements for nursing. In addition, range of work needs to be determined clearly. Lastly, regular and systematic evaluation is needed to provide safe quality services to patients and to prevent waste of financial resources, Conclusion: Comprehensive nursing care needs to be implemented in ways that patients can be provided with safe and high quality service. There is a need to resolve several issues to allow this new system to function.