• 제목/요약/키워드: Healthcare Data

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융합형 u-헬스케어 서비스에서 헬스 정보 교환을 위한 키 트리 기반 관리 체계 설계 (Design of Key Tree-based Management Scheme for Healthcare Information Exchange in Convergent u-Healthcare Service)

  • 김동현;김석수
    • 한국융합학회논문지
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    • 제6권6호
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    • pp.81-86
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    • 2015
  • u-헬스케어에서는 무선 센서와 에드혹 네트워크를 통해 사용자의 건강 정보, 응급 정보를 수집, 분석하고 있으며 상호 운용이 가능한 전자 헬스 정보의 기록 및 전송을 위하여 동적인 액세스 제어를 수행하고 있다. 네트워크 시스템을 이용한 u-헬스케어의 경우 상호 운용 가능한 전자 건강 기록과 민감한 환자 의료 정보 전송은 개인 정보 보호 및 보안에 대한 문제점을 해결하기 위하여 키 관리 체계를 사용하고 있으나 동적인 액세스 제어에서는 그룹 키 관리가 어려우며 그룹에서 접근 맴버를 추가하거나 삭제할 경우에 매번 그룹 키를 변경해야하는 문제점을 가지고 있다. 따라서 본 논문에서는 유비쿼터스 헬스 케어의 동적 액세스를 수행하는 네트워크 환경에서 헬스 정보 교환을 위한 융합형 키 관리 체계방식을 제안한다.

환자 정보를 빅 데이터화 하기 위한 유헬스케어 서비스 관리기법 (U-healthcare Service Management Scheme for Big Data of Patient Infomation)

  • 정윤수
    • 중소기업융합학회논문지
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    • 제5권1호
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    • pp.1-6
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    • 2015
  • 최근 현대인의 식습관에 의해서 질병의 예방, 관리, 건강증진 등을 제공하는 유헬스케어 서비스의 트랜드가 급속하게 변화하고 있다. 그러나, 유헬스케어 서비스를 제공받는 사용자의 질병정보가 관리서버에 저장되지 않거나 저장되더라도 분석되지 못하는 상황이 발생되어 사용자의 의료서비스에 불편을 주고 있다. 본 논문에서는 유헬스케어 서비스를 제공받는 사용자의 질병 정보를 빅 데이터화하여 시간과 장소에 상관없이 사용지의 빅 데이터 정보를 통해 사용자의 의료 서비스를 원활하게 하는 유헬스케어 서비스 관리기법을 제안한다. 제안 기법은 사용자의 생체신호 및 건강정보를 측정하고 유무선 통신을 통해 데이터를 의료기관에 전송하며 의료기관에서는 사용자의 의료정보를 빅데이터화하여 사용자의 의료 정보를 분석한 후 다시 사용자에게 피드백 하여 사용자의 질병을 원격 관리한다.

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CDSS를 이용한 한방 U-Healthcare 서비스 모델 구현 (A Implementation of Oriental Medicine U-Healthcare Service Model Using CDSS)

  • 은성종;도준형;김근호;황보택근
    • 인터넷정보학회논문지
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    • 제11권5호
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    • pp.59-70
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    • 2010
  • 고도화된 의료 서비스 발전으로 인해 유비쿼터스 헬스 케어(Ubiquitous Healthcare)의 실현이 가속화되고 있다. 이러한 배경에 따라 헬스 케어 서비스 모델이 제시되고 있고, 여러 가지 환경과 조건에 따라 그에 부합한 다양한 헬스 케어 서비스 모델이 연구되고 있다. 이에 발맞춰 세계 의료 시장은 서양 의학의 절대 우위시대를 벗어나 자연 친화적인 전통 의학이 각광 받는 시대로 재편되고 있다. 하지만 이러한 세계 의료 시장의 추세에도 불구하고 국내의 U-Healthcare 시장은 전통 의학에 적합한 서비스 모델이 부족한 실정이다. 이로 인해 국내의 전통 의학인 한방 분야에서 효율적으로 운영이 가능한 한방 U-Healthcare 서비스 모델의 제시가 요구되는 실정이다. 따라서 본 논문은 한방 분야에 효율적으로 적용 가능한 헬스케어 서비스 모델로, 퍼지 룰 기반 방법을 적용한 CDSS 처리에 의해 환자의 한방 측정 데이터를 분석하고 이를 효과적으로 진단할 수 있는 방법을 제안하였다. 분석결과 한방 분야에서는 제안 모델이 기존 양방 모델에 비해 보다 적합하고 장기간 운영 시 양방에 비해 높은 효과가 있다는 것을 알 수 있었다. 향후 연구방향으로 제안 모델의 부족한 부분인 데이터 표준 및 보안에 대해서 추가적인 연구가 필요할 것으로 사료된다.

요양보호사의 노인 구강건강관리 실천도 연구 : 노인 구강건강관리 교육과 행위 필요도의 매개효과 (Care workers' practices in oral healthcare for the elderly : mediating role of elderly oral healthcare education and behavioral needs)

  • 문상은;양진주;최유진
    • 한국치위생학회지
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    • 제24권1호
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    • pp.57-67
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    • 2024
  • Objectives: This study aimed to assess the impact of care workers' knowledge of elderly oral health, education on elderly oral healthcare and behavioral needs, awareness of elderly oral healthcare, and actual practices in elderly oral healthcare. Furthermore, it explores the mediating effects of elderly oral healthcare education and behavioral needs on the relationship between awareness and practice. Methods: Data were collected from October 11 to December 29, 2023, from 172 certified care workers employed in nursing hospitals and other workplaces. For analyzing the data, t-test, one-way ANOVA, Pearson's correlation, and hierarchical regression were conducted using SPSS Statistics 21.0. Results: Elderly oral health knowledge, education and behavioral needs, awareness, and practice were significantly higher among: those aged 51 years and older, female, primarily working in nursing hospitals, with a total career span of 10 years, higher job satisfaction, in organizations prioritizing elderly oral healthcare, and with superior education in elderly oral health. Elderly oral healthcare education and behavioral needs had partial mediating effects on the relationship between care workers' awareness and practice of elderly oral healthcare. Conclusions: The current practices and challenges in care workers' oral healthcare for the elderly will be analyzed, and recommendations and strategies for improving practices will be formulated.

소셜데이터 및 ARIMA 분석을 활용한 소비자 관점의 헬스케어 기술수요 예측 연구 (A Study on the Demand Forecasting of Healthcare Technology from a Consumer Perspective : Using Social Data and ARIMA Model Approach)

  • 양동원;이준기
    • 한국IT서비스학회지
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    • 제19권4호
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    • pp.49-61
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    • 2020
  • Prior studies on technology predictions attempted to predict the emergence and spread of emerging technologies through the analysis of correlations and changes between data using objective data such as patents and research papers. Most of the previous studies predicted future technologies only from the viewpoint of technology development. Therefore, this study intends to conduct technical forecasting from the perspective of the consumer by using keyword search frequency of search portals such as NAVER before and after the introduction of emerging technologies. In this study, we analyzed healthcare technologies into three types : measurement technology, platform technology, and remote service technology. And for the keyword analysis on the healthcare, we converted the classification of technology perspective into the keyword classification of consumer perspective. (Blood pressure and blood sugar, healthcare diagnosis, appointment and prescription, and remote diagnosis and prescription) Naver Trend is used to analyze keyword trends from a consumer perspective. We also used the ARIMA model as a technology prediction model. Analyzing the search frequency (Naver trend) over 44 months, the final ARIMA models that can predict three types of healthcare technology keyword trends were estimated as "ARIMA (1,2,1) (1,0,0)", "ARIMA (0,1,0) (1,0,0)", "ARIMA (1,1,0) (0,0,0)". In addition, it was confirmed that the values predicted by the time series prediction model and the actual values for 44 months were moving in almost similar patterns in all intervals. Therefore, we can confirm that this time series prediction model for healthcare technology is very suitable.

베트남 A 병원의 의료서비스 품질이 추천의도에 미치는 영향 : 고객 만족도 매개효과를 중심으로 (Effect of Healthcare Quality on Recommended Intention in Vietnam A Hospital : Focusing on Customer Satisfaction Mediated Effects)

  • 김보하;황미경;이원재
    • 대한방사선기술학회지:방사선기술과학
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    • 제44권2호
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    • pp.133-140
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    • 2021
  • This study aims to analyze the quality and satisfaction of healthcare perceived by patients using hospitals and to provide basic data necessary for expanding and settling Vietnamese healthcare services by analyzing the impact on recommendation intentions. The research method selected one hospital in Vietnam and collected data from patients using the hospital and used a total of 286 effective samples as data for hypothesis verification. The research model and hypothesis verification were analyzed with the statistical data from SPSS and AMOS. The findings show that, first, tangibility, accessibility, and reliability all have a positive effect on the quality of healthcare. Second, it has been shown that only accessibility among the quality of healthcare has a positive effect on recommendation intentions. Third, customer satisfaction has been shown to have a positive effect on recommendation intentions. Fourth, when looking at the mediating effect, reliability among the quality of healthcare was shown as a full-mediated effect, but accessibility was shown to have a partial mediating effect and tangibility to have no mediating effect. Contact management is important because customer satisfaction is highly regarded when customers feel positive emotions at the interface from the provision of convenience facilities that support medical services to the reduction of waiting time for patients, employees kindness, treatment, medication, and inspection. It is also confirmed that the demand for convenient and rapid use of hospitals is increasing in Vietnam. In addition, if customer satisfaction is increased through friendly medical staff's response, the intention of recommendation will be even greater.

의료급여 사례관리 후 질병 중증도에 따른 의료이용 변화 (Change in Healthcare Utilization by Disease Severity after Case Management for Medicaid)

  • 임승주
    • 지역사회간호학회지
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    • 제21권3호
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    • pp.321-332
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    • 2010
  • Purpose: This study examined change in healthcare utilization by disease severity after case management (CM) for Medicaid. Methods: Data were extracted from survey data on "Healthcare utilization and health status of Medicaid beneficiaries" conducted in 2007 and 2008 by the Ministry for Health, Welfare and Family Affairs. This study was designed to compare change in healthcare utilization between the CM group and the non-CM group. The subjects were 528 Type I Medicaid beneficiaries who utilized healthcare more than 365 days during 2006. Results: In beneficiaries having fewer than 3 among the 11 notified diseases, the CM group showed a significantly larger decrease in outpatient day, outpatient expense, medication day, and medication expense than the non-CM group. In beneficiaries having 3 or more among the 11 notified diseases, however, there was no significant difference in healthcare utilization between the CM group and the non-CM group. Conclusion: CM worked effectively on Medicaid beneficiaries outpatient healthcare utilization for mild diseases. However, its effects on hospitalization, which is a major cause increasing the total expense, were not observed. Therefore, a future study is needed to develope strategies to reduce hospitalization and care for Medicaid beneficiaries with severe diseases.

고용불안정과 가구소득 대비 개인 의료비 지출 비중의 연관성 (Relationship between Work Unstability and Personal Medical Expenditure Ratio)

  • 정우영;한윤수;김찬호;황윤태;이예진;노영민;노진원
    • 한국병원경영학회지
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    • 제24권2호
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    • pp.1-11
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    • 2019
  • Purpose: The purpose of this study is to identify relationship between work unstability and personal medical expenditure ratio focusing on wage workers' contract period. Method: This study analyzed 2015 yearly data beta version of Korea Health Panel, co-managed by Korea Institute for Health and Social Affairs and National Insurance Corporation for data analysis. When executing linear regression, Household income was applied with equivalized income, and the proportion of personal medical expenditure was naturally logged to perform linear regression and the demographic and socioeconomic factors were taken into account. The demographic and socio-economic factors were also considered. Findings: As a result of reviewing the used factors, it was found that the more unstable work status, the higher personal medical expenditure ratio. This result corresponds to 'The Theory of Fundamental Causes' by Link & Phelan. Conclusion : It indicates that policy efforts should be made to improve the working environment and health level of socially unstable workers.

The Assessment of Patients Satisfaction with Healthcare Services Provided in the Hawtat Bani Tamim During the COVID-19 Pandemic

  • Ahmed Saied Rahama, ABDALLAH;Mohammed Omar Musa, MOHAMMED
    • The Journal of Asian Finance, Economics and Business
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    • 제10권2호
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    • pp.41-48
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    • 2023
  • This study aims to evaluate patients' satisfaction with healthcare services in Hawtat Bani Tamim Governorate during the spread of coronavirus. The importance of this study stems from the fact that Covid-19 is challenging countries all over the world. The study adopted a questionnaire for collecting the data. The sample size reached 231 members. The study applied descriptive statistics and inferential statistical methods to obtain the result of the study. The analysis of the data revealed that most of the participants are satisfied with the healthcare services in hospitals and health centers during the Corona pandemic, Health precautions and distancing measures were applied appropriately, Vaccination against corona was available in health centers and easy to access, and rapid response of health care service providers to patients' requests. The participant's opinions showed that the application of Mawid is a suitable method to access healthcare services during Corona, the application is more efficient in providing the required healthcare services and facilitating their access to healthcare services. In addition, patient satisfaction with the "My health" application provided fast and convenient services during the Corona pandemic and provided medical consultations easily.

건강관리사 계속교육이 사례관리자의 지식, 태도, 기술에 미치는 효과 (Effects of Continuing Education for Healthcare Manager on Knowledge, Attitude, and Skills)

  • 윤순녕;임승주;박수연
    • 한국직업건강간호학회지
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    • 제21권3호
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    • pp.184-191
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    • 2012
  • Purpose: This study was to examine the effects of 3 domains of continuing education (CE) for healthcare managers. Methods: A group of 20 healthcare managers, attending 3 levels of CE, were the subjects. The data were collected by structured questionnaires before and after each education. The data were analyzed by Friedman test, Wilcoxon Signed Ranked Test, and Bonferroni correction. Results: After completing CE, there was significant improvement on the scores of knowledge, attitude, and skills. Conclusion: This study suggests that CE for healthcare managers is an effective strategy to promote the competency of healthcare managers, who take care of the chronically ill patients.