• 제목/요약/키워드: Ageing data

검색결과 207건 처리시간 0.022초

의사결정나무기법을 활용한 장기요양 복지용구 권고모형 개발 (A recommendation system for assisting devices in long-term care insurance)

  • 한은정;박상희;이정석;김동건
    • 응용통계연구
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    • 제31권6호
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    • pp.693-706
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    • 2018
  • 노인의 신체기능에 부합하는 복지용구를 제공하는 것은 노인이 가능한 한 오랫동안 자신의 집과 지역사회에서 자립하여 생활할 수 있도록 돕기 위해 매우 중요하다. 본 연구는 수급자의 신체 및 인지 기능 상태를 고려하여 개개인에게 적합한 복지용구 품목을 권고할 수 있는 과학적인 복지용구 표준급여모형 알고리즘을 개발하고자 수행되었다. 모형개발에는 데이터마이닝기법인 의사결정나무를 활용하였다. 수급자 8,084명의 장기요양인정조사자료와 파워어세서가 작성한 표준급여계획, 수급자 특성 자료를 이용하여 데이터를 구축하였고, 15개 복지용구 품목별로 표준급여모형을 개발하였다. 본 연구는 노인장기요양보험의 복지용구 급여계획의 객관성 및 과학성을 확보하고 수급자의 자립생활과 안전을 향상시키는 데에 기여할 것으로 기대된다.

활동 스케줄 분석을 통한 고령자의 통행특성과 통행행태에 관한 연구 (Analysis of the Elderly Travel Characteristics and Travel Behavior with Daily Activity Schedules (the Case of Seoul, Korea))

  • 서상언;정진혁;김순관
    • 대한교통학회지
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    • 제24권5호
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    • pp.89-108
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    • 2006
  • 우리나라도 2000 년에 65세 이상 고령자 인구가 전인구의 7%에 도달하며서 소위 고령화 사회에 진입하게 되었고 앞으로 25년간 우리나라 고령자인구의 증가율은 세계적으로 유례없이 급속할 것으로 예상된다. 이러한 측면에서 최근 고령화 문제가 사회적인 이슈로 대두됨에 따라 교통시설물 계획 등에서 고령인구의 통행특성을 고려한 계획 및 설계가 필수적으로 요구되어지고 있다 하지만, 기존의 교통존 혐의 집계분석 방법론에서는 일반인과 고령자의 평균값을 사용함으로써 고령자의 통행 특성 및 사회경제적 특성을 고려하는데 한계를 가지고 있다. 따라서 본 연구는 일반인과 다른 고령자의 통행특성을 분석하기 위해 네스티드 로지모형을 이용하여 개인의 통행특성을 반영할 수 있는 비집계분석의 방법론으로 활동 스케줄링 모형을 구축하고 정립하였다. 본 연구에서의 분석결과 일반인과 비교해 고령자의 통행특성은 직장인과 비직장인 모두에서 출발시간과 수단 선택에서 큰 차이를 가지는 것으로 분석되었다 이러한 개인 통행특성의 차이를 간과한 기존의 교통존 중심의 집계분석 방법론으로 장래 수요 예측시에 큰 편이를 초래할 것으로 예상된다 따라서 본 연구는 개인통행특성을 고려하기 위해 활동기반모형의 필요성을 강조할 수 있는 좋은 선행과제가 될 것으로 기대한다 또한, 활동기반분석의 지속적인 연구 및 이에 대한 개발은 현재 대두되고 있는 도로사업 평가의 신뢰성, 향후교통시설물 계획 및 설계 평가에 중요 요소로 인식되는 교통량 예측 등에 대한 신뢰성 향상에 많은 기회를 할 것으로 판단된다

Managing Sensor Data in Ambient Assisted Living

  • Nugent, C.D.;Galway, L.;Chen, L.;Donnelly, M.P.;Mcclean, S.I.;Zhang, S.;Scotney, B.W.;Parr, G.
    • Journal of Computing Science and Engineering
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    • 제5권3호
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    • pp.237-245
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    • 2011
  • The use of technology within the home has gained wide spread acceptance as one possible approach to be used in addressing the challenges of an ageing society. A number of rudimentary assistive solutions are now being deployed in real settings but with the introduction of these technology-orientated services come a number of challenges, which to date are still largely unsolved. At a fundamental level, the management and processing of the large quantities of data generated from multiple sensors is recognised as one of the most significant challenges. This paper aims to present an overview of the types of sensor technologies used within Ambient Assisted Living. Subsequently, through presentation of a series of case studies, the paper will demonstrate how the practical integration of multiple sources of sensor data can be used to improve the overall concept and applications of Ambient Assisted Living.

노인 근로자의 일자리 특성이 흡연에 미치는 영향과 직무스트레스의 매개효과 (The Effects of Job Characteristics on Smoking and Mediating Effects of Job Stress among Older Workers)

  • 이성은
    • 보건교육건강증진학회지
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    • 제31권3호
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    • pp.51-61
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    • 2014
  • Objectives: The purpose of this study was to identify the effects of job characteristics on smoking, and the mediating effects of job stress between job characteristics and smoking among elderly workers. Methods: This study employed data from the Korean Longitudinal Study of Ageing, and a total of 778 older workers were used for analysis. Current smoking status, job stress, job characteristics including physical job demands, job demands related to contents, working days, regularity of working hour, satisfaction with income, and sociodemographic factors were analyzed. Descriptive analysis, t-tests, chi-square test, multiple linear regression, and logistic regression were used for analysis. Results: Results showed that physical job demands and regularity of working hours were significant predictors of smoking of elderly workers. The higher level of physical job demands and regular working-hour increased the risk of smoking. Also, physical job demands, job demands related job contents, and income satisfaction directly impacted on job stress. However, job stress did not mediate the relationship between job characteristics and smoking. Conclusions: The findings suggest that smoking interventions for older workers should take into account job characteristics. Implications for practice and future study directions are discussed.

온돌난방 바닥에 적용하기 위한 유기.무기질 혼합계 타일접착제 종류에 따른 부착 안정성 평가연구 (A Study on the Estimation of Adhesive Stability of Organic.Inorganic Mixed Tile Bond to Ondol-Heating Floor System)

  • 정양희;정은혜;서신석;정재수;김욱종;이도범
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2009년도 춘계 학술논문 발표대회 산업계
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    • pp.99-102
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    • 2009
  • This paper is to present the performance data for pressure setting method using some tile bonds for application on the Ondol-Heating floor system. For this purpose, powder and liquid tile bonds(Organic.Inorganic mixed tile bonds) were compared with the conventional tile cement for pressure setting method in the sight of the adhesive stability of porcelain tile. It tested for tiles after 14, 28days under standard condition and severe conditions. The severe conditions were water immersion and heat ageing($70^{\circ}C$). Another experimental factors concerned tile bond properties such as mixing ratio(in case of using liquid admixture), open time, which are supposed to affect the tensile strength of tile, were studied and discussed through the experiments.

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노인가구 주택개조항목 설정 체계에 관한 연구;유니버설 디자인을 중심으로 (A Study on System of Housing Adaptation Items' For Elderly People)

  • 박성준;이현수
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2006년도 추계학술발표대회 논문집
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    • pp.159-162
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    • 2006
  • The purpose of this study is to set up systematically housing adaptation items for the aged family. Housing adaptation items are classified by universal design principles. Also, this paper suggest to basic data for setting up various ranges according to each elderly people's conditions, adapting for elderly housing. Recently, in relation to the growing awareness of the ageing population, the necessity of policies for "aging in place" was emphasized by government. This paper is focused on the policy of elderly housings' adaptation for making housing for a lifetime. This new adaptation items for the elderly housing lead to the revitalization of policy ensuring housing in stock at the local authority level. In this paper, adaptation items were created after analyzing indices highlighted by previous studies related to evaluation items, design-guidelines for safety plans, designing elderly housing. The scope of adaptation items was limited to the indoor spaces of apartment due to the considerable increase of in-house accidents. To sum up, this study is aimed to set up adaptation items and then, to present the basic scheme for several users offering various ranges

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노인의 건강상태 및 일상생활 양식 (Health Status and Daily Life Style of the Elderly)

  • 길숙영;원종순
    • 기본간호학회지
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    • 제6권2호
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    • pp.211-227
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    • 1999
  • This study was planned and carried out in an attempt to investigate health status and life style. Using a guidline developed by the researcher open-ended interviews were done with a hundred and sixty Korean elderly people, from April 17, through June 2, 1988. The data were analyzed by frequencies, means, percentile scores and Chisquare-test. Major health deviations identified are ; arthritis, blood pressure discrepancies, neuralgia, and powerlessness. Discomfort in relation to elimination(75%) and to rest-activity, especially to the activities of daily living(78%) are experienced ; 11% revealed to be in need of assistance from others. One or more sensory discrepancies are complained by 75% of the subjects. Only 20% of the subjects reported being satisfied with the life-time achievements. Factors revealed that 'descendants' were the major source of pleasure. Leisure hours were spent mostly 'watching TV' 'Healthy life', 'harmonious family life' and 'frequent communication with the family' were the three most frequent wishes towards their family members. 'Insurance for ageing', 'free health care', 'work', 'cultural facilities' and 'warm attention' were the request toward the society.

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NEAR INFRARED SPECTROSCOPY, A POWERFUL TECHNIQUE IN HUMAN SKIN STUDY : PART I METHOD RELIABILITY AND INFLUENTIAL PARAMETERS

  • Snieder, Marchel;Wiedemann, Sophie;Hansen, Wei G.
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.3101-3101
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    • 2001
  • Near Infrared spectroscopy (NIR) used on human skin measurement was explored in the past decade. Many publications in different journals and magazines discussed the feasibility of the NIR technique for cosmetic product property studies. Based upon the results of pioneers, we have pursued some work of the NIR instrument coupled with a probe module for skin measurement in vivo and vitro. In part I of this paper, the specific Near Infrared spectroscopy instrument stability, human subject conditions and other parameters, which could affect the measurements reproducibility are discussed. Second derivative NIR spectra and Principle Components Analysis (PCA) are utilised for data interpretation. In part II of this paper, the relationship of human skin moisture and ageing, the gender information and finally, the discovery of penetration depth of NIR incident light on skin are reported. A theoretical penetration depth calculation equation is proposed. In part III, the study results of a couple of commercial skin care products effect will be described. The skin lotions were applied on human skin (in vivo) in order to exam the NIR feasibility to monitor the changes of moisture level. The results are consistently positive. From our primary study, it can conclude that the NIR is potentially a very powerful instrument for skin condition diagnostics, either for cosmetic and/or for medication purposes.

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저출산 대응정책이 출산순위별 출산에 미치는 영향 (The Effects of Fertility Policies on Childbirth by Birth Order)

  • 유계숙
    • 가정과삶의질연구
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    • 제27권2호
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    • pp.191-201
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    • 2009
  • The Korean Government has recently prepared the comprehensive five-year basic plan (2006-2010) to deal with low fertility and population ageing. The basic plan aims at recovering the fertility rate to the appropriate level and improving the social and economic systems in preparation for the aged society. The main objective of this study was to examine the effects of fertility policies on childbirth by birth order. The data came from 1,729 adults who gave birth to babies in 2007 and 991 adults as the control group. The serial logistic regression analyses revealed that establishing the health and nutrition system for maternity and children, and expanding of tax and social insurance benefit were effective policy measures to increase childbirths of first children, while the policy measures establishing the health and nutrition system for maternity and children, supporting for daycare and pre-school education, and work-life balance were effective to childbirths of second or third children in 2007. However, the policies of supporting for costs of test-tube baby and expanding childcare infra didn't have any significant influences on childbirths in 2007. The implications of study results were discussed.

빈곤노인의 경제활동 결정요인 연구 (Determinants of the Economic Activity of the Poor Elderly)

  • 이성은
    • 가족자원경영과 정책
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    • 제17권3호
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    • pp.39-58
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    • 2013
  • The purpose of this study was to identify the factors determining the participation of the poor elderly in economic activity. This study analyzed secondary data of the second wave of Korean Longitudinal Study of Ageing. Binary logistic regression was used to identify the factors that are associated with the economic activity of the poor elderly. The results of the analyses showed that age, gender, region, public assistance, education, health status, chronic illness, contacts with acquaintances, and support from children were associated with participation in economic activity. The study's findings have several implications for policies and services. The study identified the need for an age- and gender-specific approach to promoting participation in economic activity among the poor elderly. Regional differences should also be considered in the creation of work opportunities for older adults. In terms of human capital, the positive effect of good health indicates that strategies are needed to address the needs of older adults with health issues. In addition, there is a need for more jobs for elderly job seekers with high levels of education. Finally, policy makers and practitioners should explore interventions for enhancing the social network involvement and community support for the elderly living in poverty.

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