• 제목/요약/키워드: Data Quality Model

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노인의 지각된 건강상태, 통증, 수면양상과 삶의 질에 관한 예측모형 (Construction of a Structural Model about the Perceived health status, Pain, Sleep pattern and Quality of life in the Elderly)

  • 장경오;임정혜
    • 한국산학기술학회논문지
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    • 제15권7호
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    • pp.4336-4345
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    • 2014
  • 본 연구는 노인의 지각된 건강상태, 통증, 수면양상과 삶의 질의 인과관계를 파악하여 삶의 질 예측모형을 구축하고자 하였다. 일개 시 복지관 이용 노인과 방문건강관리 대상 노인 276명을 대상으로 2013년 9월부터 10월까지 구조화된 질문지로 지각된 건강상태, 통증, 수면양상, 삶의 질을 측정하였고 PASW와 AMOS로 분석하였다. 지각된 건강상태, 통증, 수면양상이 노인의 삶의 질을 예측하는 경로모형은 적합도가 높은 것으로 나타났다($x^2$/DF=1.393, p=.077, GFI=.971, TLI=.983, CFI=.989, RMSEA=.038). 노인의 지각된 건강상태(.169), 통증(.322), 수면양상(.214)은 삶의 질에 직접효과가 있었고, 지각된 건강상태는 통증(.374)에, 통증은 수면양상(.193)에 직접효과가 있었다. 또한 지각된 건강상태와 통증은 삶의 질에 간접효과가 있었다. 따라서 노인의 지각된 건강상태가 부정적일수록 통증과 수면양상이 나빠지고 삶의 질이 저하됨을 예측할 수 있으므로 통증, 수면 관련 중재 시 노인 자신의 건강상태에 대한 지각정도 파악이 선행되어야 하고 중재적용이 함께 이루어져야 할 것이다.

수용모델(CMB)을 이용한 수도권 VOCs의 배출원별 기여율 추정 (Receptor Model(CMB) and Source Apportionments of VOCs in Seoul Metropolitan Area)

  • 한진석;홍유덕;신선아;이상욱;이석조
    • 환경영향평가
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    • 제14권4호
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    • pp.227-235
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    • 2005
  • Source contribution for VOCs collected in Seoul metropolitan area was conducted using PAMs (Photochemical assessment monitoring system) data and CMB(Chemical Mass Balance) model8.0, in order to estimate spatial and temporal variations of VOCs source contribution in that area, and also to compare with corresponding emission inventory. VOCs data used in model calculation were collected at 6 different sites of PAMs(Seokmori, Guwoldong, Simgokdong, Bulgwangdong, Jeongdong and Yangpyeong) and 22 out of 56 VOCs species were analyzed from June 2002 to march 2003 and used for CMB model estimation. The result showed that vehicle exhaust, coating and energy combustion were important sources of VOCs in Seoul metropolitan area, averaging 32.6%, 25.5% and 25.1%, respectively. In this study as well as other references, it was revealed that vehicle exhaust is the main contributor of urban area VOCs, but there is remarkable contrast between emission inventory and model estimation. Vehicle exhaust portion is seriously underestimated while coating is usually overestimated in emission estimates, compared to CMB results. Therefore, it is considered to assert and confirm the uncertainty of emission estimates and clarify the distinction between two other source apportionment methods.

유방암 환자의 항암화학요법 관련 인지기능 변화와 삶의 질의 구조모형 (A Structural Model for Chemotherapy Related Cognitive Impairment and Quality of Life in Breast Cancer Patients)

  • 이정란;오복자
    • 대한간호학회지
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    • 제49권4호
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    • pp.375-385
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    • 2019
  • Purpose: This study aimed to develop and test a structural model for chemotherapy-related cognitive impairment of breast cancer patients based on a literature review and Hess and Insel's chemotherapy-related cognitive change model. Methods: The Participants consisted of 250 patients who were ${\geq}19$ years of age. The assessment tools included the Menopause Rating Scale, Symptom Experience Scale, Hospital Anxiety and Depression Scale, Everyday Cognition, and Functional Assessment of Cancer Therapy-Breast Cancer. Data were analyzed using the SPSS 21.0 and AMOS 21.0 programs. Results: The modified model was a good fit for the data. The model fit indices were ${\chi}^2=423.18$ (p<.001), ${\chi}^2/df=3.38$, CFI=.91, NFI=.91, TLI=.89, SRMR=.05, RMSEA=.09, and AIC=515.18. Chemotherapy-related cognitive impairment was directly influenced by menopausal symptoms (${\beta}=.38$, p=.002), depression and anxiety (${\beta}=.25$, p=.002), and symptom experiences (${\beta}=.19$, p=.012). These predictors explained 47.7% of the variance in chemotherapy-related cognitive impairment. Depression and anxiety mediated the relations among menopausal symptoms, symptom experiences, and with chemotherapy related cognitive impairment. Depression and anxiety (${\beta}=-.51$, p=.001), symptom experiences (${\beta}=-.27$, p=.001), menopausal symptoms (${\beta}=-.22$, p=.008), and chemotherapy-related cognitive impairment (${\beta}=-.15$, p=.024) had direct effects on the quality of life and these variables explained 91.3%. Conclusion: These results suggest that chemotherapy-related toxicity is highly associated with cognitive decline and quality of life in women with breast cancer. Depression and anxiety increased vulnerability to cognitive impairment after chemotherapy. Nursing intervention is needed to relieve chemotherapy-related toxicity and psychological factor as well as cognitive decline for quality of life in patients undergoing chemotherapy.

Set-Up model for the silicon steel cold rolling mill

  • Kim, Sang-Kyun;Won, Sang-Chul
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.1323-1326
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    • 2003
  • In this paper, we propose set-up model of silicon steel cold rolling mill. Until now, the working of Silicon Steel is operated using the look-up table value of roll force which a field operator finds by making good use of his experience. Therefore, the standardization of data and an improvement of the quality on product are very difficult. So we establish neural model using field data of various kinds of coil at each pass.

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웹 사전 크롤링을 이용한 데이터베이스 메타데이터 표준화 처리 모델 (Database metadata standardization processing model using web dictionary crawling)

  • 정하나;박구락;정영석
    • 디지털융복합연구
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    • 제19권9호
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    • pp.209-215
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    • 2021
  • 데이터 품질 관리는 최근 중요한 이슈로 자리잡았다. 데이터베이스의 메타데이터 표준화는 데이터 품질관리 방안 중 하나이다. 본 연구에서는 일관된 메타데이터 관리를 위하여 표준단어사전 관리를 지원하는 알고리즘을 제시한다. 해당 알고리즘은 웹 사전 크롤링을 통해 데이터베이스 메타데이터의 동의어 관리 자동화를 지원한다. 또한 웹 사전 크롤링 과정에서 생길 수 있는 동음이의어 판별 이슈를 해결하여 데이터의 정확도를 향상시킨다. 본 연구에서 제안하는 알고리즘은 기존의 수동적 관리에 비해 메타데이터 데이터 품질의 신뢰도를 높인다. 또한 이음동의어 데이터 등록 및 관리에 소비되는 시간을 단축시킬 수 있다. 새로운 데이터 표준화 부분 자동화 모델에 대한 추가 연구는 향후 데이터 표준화 프로세스에서 자동화 가능한 작업을 파악하여 진행되어야 한다.

웹기반 농업정보시스템 성공요인에 관한 연구 (Success Factors for Web-based Agricultural Information Systems)

  • 유철우;박수민;최영찬;심근섭
    • 농촌계획
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    • 제15권4호
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    • pp.59-74
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    • 2009
  • This study reviews and modifies general IS success models to find success factors of WIS(Web-based Information Systems) and to confirm the relationship between WIS success and user's satisfaction of web use. A WISSM(Web-based Information Success Model extended to include EQ(E-Quality) is developed to anticipate user's intention to use Web-based Agricultural Information System and fit into the survey data from 252 WIS users of RDA(Rural Development Administration). PLS is applied to estimate a structural model based on EQ-WISSM to test hypotheses including 1) users reach a high level of intention to use Web-based Information Systems when they feel a high level of interactivity among an 'E-Quality', 'Decision Making Support Satisfaction' and 'Task Support Satisfaction', and E-Quality boosts intention to use Web-based Information Systems. The results show high path coefficients and $R^2$ values and find followings; First, the EQ-WISSM explains the user's intention to use WAIS quite well. Second, E-Quality can be used well in web-based IS environment to predict IS Success. Finally, this research finds the importance of 'Task Support Satisfaction' as a mediator between 'Decision Making Support Satisfaction', 'E-Quality' and 'Intention to Use'.

중소기업에 적용된 ERP 서비스에서의 서비스 품질과 시스템 수용 및 상관성에 관한 연구 (A Study on Service Quality, System Acceptance and Relationship in the ERP Services to SMEs)

  • 서진석;김종수
    • 산업경영시스템학회지
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    • 제39권2호
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    • pp.150-160
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    • 2016
  • The quality of service in ERP services is a key issue in innovating the ERP performance as an IT service for corporations. Currently, most of the research works for this area are based on the existing quality models such as SERVQUAL, which are said not to measure service quality properly. Also, it does not consider the factor of the system acceptance, which is thought to be closely related to the quality of service in this type of IT services. Therefore, a research model is required, which can address the issues related to the ERP service quality measurements. In this paper, new research models have been proposed, and empirical data obtained from SME's ERP users have been applied to the proposed model to analyze the causal relationship between quality factors and to identify the most suitable quality measures. Also, the relationship between the service quality and the system acceptance was analyzed using a combined model. The results show that factors such as productivity and convenience affects the quality mostly and that the most appropriate measure for the service quality of ERP service is satisfaction. Also, for the system acceptance, the ease-of-use is the main factor. And, the service quality and system acceptance shows a strong correlation. This means that, in order to enhance the quality of ERP services, the service provider needs to provide customers with productivity-enhanced user-friendly IT services and active product support. The work of this research can help to improve the service quality and the user acceptance of ERP services and to lead further research works in this area.

만경강유역에서의 HSPF 모형의 보정 (Calibration of HSPF Model from Mangyeong River Watershed)

  • 정재운;장정렬;정지연;최강원;임병진;김상돈;김갑순;윤광식
    • 한국관개배수논문집
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    • 제18권1호
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    • pp.58-67
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    • 2011
  • The HSPF (Hydrological Simulation Program-Fortran) model was applied to Mangyeong river watershed to examine its applicability through calibration using monitoring data. For the model application, digital maps were constructed for watershed boundary, land-use, Digital Elevation Model of Mangyeong river watershed using BASINS (Better Assessment Science for Intergrating point and Nonpoint Sources) program. The observed runoff was 1976.4mm while the simulated runoff was 1913.4mm from 2007 to 2008. The model results showed that the simulated runoff was in a good agreement with the observed data and indicated reasonable applicability of the model. In terms of water quality, trends of the observed value were in a good agreement with simulated value despite its model performance lower than expected. However, its reliability and performance were with the expectation considering complexity of the watershed, pollutant sources and land use intermixed in the watershed. Overall, we identified application of HSPF model as reliable evidence by model performance.

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PCSI Index를 이용한 교육서비스품질 요인 개선 방안에 관한 연구 : K-항공사를 중심으로 (A Study on the Improvement of Airline Educational Service Quality Factors using PCSI Index : Focusing on K-airline)

  • 김민교;김연성;임성욱
    • 품질경영학회지
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    • 제48권2호
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    • pp.329-344
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    • 2020
  • Purpose: The purpose of this study is to measure the Airline Educational Service Quality and to find ways to improve the priority factors that need improvement. Methods: The 267 collected data from the survey of K-airline calculate the Potential Customer Service Improvement Index based on the Kano Model, Timko Customer Satisfaction Index and conduct Focus Group Interview. Results: The satisfaction of Airline Educational Service Quality can be improved if instructor operations are intensively managed considering field experience and contents that can be applied in the field. Conclusion: This study would provide useful information about Airline Educational Service Quality and can be applied to map out strategies to improve the satisfaction of the Airline Educational Service.

습지-저류지에 의한 하구 담수호 수질개선 효과 예측 (Prediction of Water Quality improvement for Estuarine Reservoir using Wetland-Detention Pond System)

  • 윤춘경
    • 한국농공학회지
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    • 제42권5호
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    • pp.94-102
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    • 2000
  • Investigated was the effectiveness of a constructed wetland system on water quality in Hwa-Ong estruarin reservoir, located in Hwasung-Gun, Kyunggi-Do. Procedures for estimation of pollutant loading from watershed and required area for natural systems, and simulation of corresponding reservoir water quality were reviewed. Generally, simulated reservoir water quality was within the reasonable range, and about 15% of total polder farmland was required to meet the agricultural water quality standards. The model was applied based on the current loading condition without additional treatment systems. Wetland system is an ecologically sound treatment system. Therefore, natural systems can be an alternative measure for water quality improvement in polder projects. The area for natural systems was estimated using literature value which might be acceptable at the planning stage. However, pilot system and its experimental data are requisite for large scale field application. WASP5 was proved to be a useful and versatile model, and its application to estuarine reservoir water quality simulation was thought to be appropriate.

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