• 제목/요약/키워드: Data Quality Index

검색결과 1,479건 처리시간 0.028초

성인의 수면의 질과 관련요인에 관한 연구 (Sleep Quality and its Associated Factors in Adults)

  • 이혜련
    • 한국보건간호학회지
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    • 제27권1호
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    • pp.76-88
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    • 2013
  • Purpose: The purpose of this study was to identify the degree of sleep quality and its associated factors in adults. Methods: The data was collected from 986 adults aged 19 to 64 by convenience sampling. Subjects completed a questionnaire composed of Pittsburgh Sleep Quality Index (PSQI), Beck Depression Inventory, and other questions that self-rated health and sociodemographic variables. Statistical methods used included descriptive statistics, simple logistic regression, and multiple logistic regression analyses. Results: The global PSQI score was 5.7. About 45% of the subjects were poor sleepers (global PSQI score >5). Multiple logistic regression analyses showed that factors significantly associated with sleep quality were depression and poor self-rated health in young and middle-aged adults. Depression was the most significant associated factor. The presence of a spouse was also associated with sleep quality in young adults. Conclusion: These findings suggest that people with poor sleep quality should have their health carefully screened for depression. In addition, we recommend the development of a nursing program for improving sleep quality.

교대근무 간호사의 건강증진행위가 수면의 질에 미치는 영향 (Influence of Health-Promoting Behaviors on Quality of Sleep in Rotating-Shift Nurses)

  • 신승화;김수현
    • 기본간호학회지
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    • 제21권2호
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    • pp.123-130
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    • 2014
  • Purpose: The purpose of this study was to identify quality of sleep and health-promoting behaviors in rotating-shift nurses and to explore the influence of health promoting behaviors on quality of sleep. Method: Participants were 161 staff nurses working in an irregular three shift system in one of three general hospitals located in Kyungpook province. Data were collected using the Pittsburgh Sleep Quality Index and the Health Promoting Lifestyle Profile-IIand were analyzed using hierarchical multiple regression analysis. Results: The majority of the participants had very poor quality of sleep and performed a low level of health promoting behaviors. In terms of health promoting behaviors, nutrition and stress management significantly influenced quality of sleep of these nurses. Conclusion: Results indicate the importance of encouraging rotating-shift nurses to enhance their health promoting behaviors in order to improve quality of sleep.

Stochastics and Artificial Intelligence-based Analytics of Wastewater Plant Operation

  • Sung-Hyun Kwon;Daechul Cho
    • 청정기술
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    • 제29권2호
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    • pp.145-150
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    • 2023
  • Tele-metering systems have been useful tools for managing domestic wastewater treatment plants (WWTP) over the last decade. They mostly generate water quality data for discharged water to ensure that it complies with mandatory regulations and they may be able to produce every operation parameter and additional measurements in the near future. A sub-big data group, comprised of about 150,000 data points from four domestic WWTPs, was ready to be classified and also analyzed to optimize the WWTP process. We used the Statistical Product and Service Solutions (SPSS) 25 package in order to statistically treat the data with linear regression and correlation analysis. The major independent variables for analysis were water temperature, sludge recycle rate, electricity used, and water quality of the influent while the dependent variables representing the water quality of the effluent included the total nitrogen, which is the most emphasized index for discharged flow in plants. The water temperature and consumed electricity showed a strong correlation with the total nitrogen but the other indices' mutual correlations with other variables were found to be fuzzy due to the large errors involved. In addition, a multilayer perceptron analysis method was applied to TMS data along with root mean square error (RMSE) analysis. This study showed that the RMSE in the SS, T-N, and TOC predictions were in the range of 10% to 20%.

EDF 기대손실에 기초한 로버스트 공정능력지수 (A Robust Process Capability Index based on EDF Expected Loss)

  • 임태진;송현석
    • 품질경영학회지
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    • 제31권1호
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    • pp.109-122
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    • 2003
  • This paper presents a robust process capability index(PCI) based on the expected loss derived from the empirical distribution function(EDF). We propose the EDF expected loss in order to develop a PCI that does not depends on the underlying process distribution. The EDF expected loss depends only on the sample data, so the PCI based on it is robust and it does nor require complex calculations. The inverted normal loss function(INLF) is employed in order to overcome the drawback of the quadratic loss which may Increase unboundedly outside the specification limits. A comprehensive simulation study was performed under various process distributions, in order to compare the accuracy and the precision of the proposed PCI with those of the PCI based on the expected loss derived from the normal distribution. The proposed PCI turned out to be more accurate than the normal PCI in most cases, especially when the process distribution has high kurtosis or skewness. It is expected that the proposed PCI can be utilized In real processes where the true distribution family may not be known.

전압품질을 고려한 배전계통의 신뢰도 평가 (Reliability Evaluation for Considering the Voltage Quality in Power Distribution Systems)

  • 윤상윤;김언석;배주천;김낙경;박중신;김재철
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 A
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    • pp.525-527
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    • 2000
  • This paper presents a reliability evaluation method for considering the voltage quality. The proposed evaluation methods are contained the sustained interruption, momentary interruption and voltage sag. For momentary interruption, evaluation indexes are divided the duration based index and the interruption cost index. For voltage sag, the final result of evaluation method represents the magnitude for customers' risk due to the voltage sag. The proposed method is tested using the RBTS model and a reliability data in KEPCO's system.

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공동주택단지 내 거주자의 거주위치와 옥외생활공간 만족도의 상관관계분석 (An Analysis of The Relation of Dwelling-Location with Satisfaction-Level in Multi-family Housing)

  • 김진우;오세규
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2005년도 추계학술대회 논문집
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    • pp.269-272
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    • 2005
  • The purpose of this study is to analyze the relation between the dwelling location and the satisfaction level, and suggest a proposal to increase the quality of the livability space. A first of this study began from public surveys conducted to gather the information of satisfaction level from 4 multi-family housing sites in Gwang-ju. The plan was to the characteristics of the LS(livability space). The poll and the observation investigation was run concurrently. The cross analysis and the frequency analysis were used to analyze the data from the questionnaires. The validity of fixed quantitative index was got through the correlation analysis between the result of former analysis and index of livability space. The result said that the dwelling location have relations with the satisfaction level. In the conclusion, this will be a suggestion of the methods to enhance equal-quality of the livability space.

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Application of Analytic Hierarchy Process for the Selection of Cotton Fibers

  • Majumdar Abhijit;Sarkar Bijan;Majumdar Prabal Kumar
    • Fibers and Polymers
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    • 제5권4호
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    • pp.297-302
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    • 2004
  • In many engineering applications, the final decision is based on the evaluation of a number of alternatives in terms of a number of criteria. This problem may become very intricate when the selection criteria are expressed in terms of different units or the pertinent data are difficult to be quantified. The Analytic Hierarchy Process (AHP) is an effective way in dealing with such kind of complicated problems. Cotton fiber is selected or graded, in the spinning industries, based on several quality criteria. However, the existing selection or grading method based on Fiber quality Index (FqI) is rather crude and ambiguous. This paper presents a novel approach of cotton fiber selection using the AHP methodology of Multi Criteria Decision Making.

픽셀값 모듈러 연산을 이용한 자료은닉 기법 (Data Hiding Using Pixel-Value Modular Operation)

  • 변진용;김평한;이준호;정기현;유기영
    • 한국멀티미디어학회논문지
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    • 제18권4호
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    • pp.483-491
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    • 2015
  • Data hiding is one of protective methods that can authenticate the completeness of digital information and protect intelligent property rights and copyright through secret communications. In this paper, we propose a data hiding method using pixel-value modular operation that has a high capacity while maintaining a good visual quality. The proposed method can embed secret data on the every pixel of a cover image by modular operation. The experiment results demonstrate that the proposed method has a high capacity and good visual quality where the embedding capacity is 91,138 bytes, the PSNR is 47.94dB, and the Q index is 0.968.

고혈압 환자의 건강관련 삶의 질에 영향을 미치는 요인 (Influencing Factors on Health Related to Quality of Life in Hypertension Patients)

  • 엄애용
    • Journal of Korean Biological Nursing Science
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    • 제11권2호
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    • pp.136-142
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    • 2009
  • Purpose: The purpose of this study was to identify the factors influencing health related to quality of life with hypertension patients. Methods: The subjects of this study were 409 hypertensive patients. Data were collected from March 1st to April 30th, 2008. A questionnaire consisting of exercise barrier, Psychosocial Wellbeing Index (PWI), EuroQol 5D (EQ-5D) was given. The collected data were analyzed with the SPSS program which was used for descriptive statistics, univariate and multivariate analysis. Results: There was a significant relationship between exercise barrier (t=3.57, p=.000), psychosocial wellbeing (F=29.96, p=.000) and health related to quality of life. According to the result of multiple regression, the identified significant factors were an exercise barrier (F=7.09, p=.000) and psychosocial wellbeing (F=21.5, p=.000) with health related to quality of life. Conclusion: Hypertension patients experienced exercise barrier and psychosocial distress which led to a negative effect on health related to quality of life. Therefore it is needed to encourage motivation of lasting of exercise compliance and relieving of psychosocial distress for better health promotion and high quality of life.

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우리나라 성인 여성의 직업 특성별 건강 상태 및 건강관련 삶의 질 (A Study on Health Status and Health Related Quality of Life by Job Characteristics in Korean Adult Women)

  • 손신영
    • 한국직업건강간호학회지
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    • 제18권1호
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    • pp.33-43
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    • 2009
  • Purpose: This study was aimed to identify the health related quality of life(HRQoL) by job characteristics and its predictors in Korean adult women. Methods: This study used data from cross-sectional surveys conducted for the 2005 National Health and Nutrition Survey, which was performed by using a face-to-face interview method. The data were analyzed by ANOVA, t-test and multiple regression using the SPSS program. Demographic characteristics, subject health state, EQ-5D were included in the study instruments. Results: The mean HRQoL index in the subjects was $0.792{\pm}0.102$. There were significant statistical differences on HRQoL among job characteristics. The health related quality of life of non-physical workers was the highest. The significant predictors of the HRQoL of all subjects were the subjective health status, the present health status compared to the previous year, education, age, marital status and income. The factors accounted for 22.1% of variance in the health related quality of life and the predictors of the HRQoL among job characteristics were different. Conclusion: These results may contribute to development of nursing strategy to improve female health related quality of life. The health related quality of life program for adult women by job characteristics is advised based on results of the study.

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