• 제목/요약/키워드: Data Quality Index

검색결과 1,461건 처리시간 0.026초

한국의 하천환경 평가를 위한 저서동물 속범주지수(BMGI)의 개발 및 적용 (Development and Application of Benthic Macroinvertebrates Genus Index for Biological Assessment on Korean Stream Environment)

  • 공동수;여민정
    • 한국물환경학회지
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    • 제39권4호
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    • pp.269-287
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    • 2023
  • The genus-level biotic index of benthic macroinvertebrates (Benthic Macroinvertebrates Genus Index, BMGI) was developed and applicated based on the data collected from 13,347 sampling units of 814 sites from 2010 to 2021 in Korea. Tolerant values of 274 indicator taxa were established by analyzing the relationship between the relative frequency and abundance of indicator taxa and the water quality index considering biochemical oxygen demand (BOD5), total suspended solids (TSS), and total phosphorus (T-P). BMGI showed a slightly higher correlation with water quality than the species-level biotic index (Benthic Macroinvertebrates Index, BMI) that was developed and applied in Korea. Although the BMGI does not contain species-level information, the reason why BMGI shows higher applicability than BMI seems to be due to the increase in the number of indicator taxa and the decrease in the misidentification of immature aquatic insects. The coefficient of determination in multiple regression with BOD5, TSS, and TP for BMGI was 0.62 in the long-term averaged data of 814 sites, and the standardized coefficient of BOD5 was -0.46, TSS was -0.17 and T-P was -0.21, respectively. As a result of the evaluation by BMGI, of the 814 sites, 38% were in good, 25% in fair, and 37% in poor condition.

피츠버그 수면척도를 이용한 사상체질별 수면 비교 (Comparison of Sleep by Sasang Constitutional Type Using Pittsburgh Sleep Quality Index)

  • 박기현;정경식;김상혁
    • 사상체질의학회지
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    • 제33권1호
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    • pp.102-108
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    • 2021
  • Objectives The purpose of this study was to identify differences in sleep by Sasang constitutional type using Pittsburgh Sleep Quality Index(PSQI). Methods The subjects of this study were 3,578 people who had information on Sasang constitutional type and PSQI among the data established at the Korean Medicine Data Center. We compared each item score in PSQI (subjective sleep quality, sleep latency, sleep duration, habitual sleep efficiency, sleep disturbance, use of sleep medication, daytime dysfunction) and PSQI global scores by Sasang constitutional type using analysis of variance. Logistic regression was conducted to calculate the odds ratio of poor sleep by Sasang constitutional type. Results & Conclusions The SE type showed statistically significantly higher scores than the TE type and SY type in subjective sleep quality, sleep latency, habitual sleep efficiency, sleep disturbance, and PSQI global score, indicating poor sleep compared to other constitutional types. The odds ratio for poor sleep also shows that even after adjusting sex, age, height, and weight, the SE type was significantly higher than other constitutional types, indicating that the SE type could be a risk factor for poor sleep.

물환경 종합평가의 현황과 선진화 방안 (Status and its Improvement of Comprehensive Water Quality Evaluation)

  • 최지용;이지현;이재관;김창수
    • 한국물환경학회지
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    • 제22권5호
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    • pp.748-756
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    • 2006
  • Accurate and timely information on status and trends in the environment is necessary to shape sound water quality management policy and to implement water quality improvement programs efficiently. One of the most effective ways to communicate information on water quality trends to policy-makers, scientists, and the general public is with comprehensive water quality indices. The derivation and structure of a water quality index (WQI) for the classification of surface water quality is discussed. The WQI generally developed through the selection, transformation and weighting of determinants with rating curves based on legal standards and quality directives or guidelines. The representative pollutants should be included in the index, and the relationship between the quantity of these pollutants in the water and the resulting quality of the water should be based on scientific results. The WQI be simply and meaningfully formulated that nonscientifically trained users can easily become familiar with the framework of the system and use the output data to evaluate their own pollution problems.

노인의 식생활 형편이 건강관련 삶의 질에 미치는 영향: 2011-2020년 국민건강영양조사 자료를 이용하여 (Effect of Dietary Lifestyle of the Elderly on the Health-Related Quality of Life: Based on the 2011-2020 Korea national health and nutrition examination survey)

  • 정현정;박지경
    • 대한통합의학회지
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    • 제11권4호
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    • pp.199-211
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    • 2023
  • Purpose : Rapid population aging in South Korea is emerging as serious social problems, and interest in the health-related quality of life of the elderly is also increasing. Therefore, this study attempted to provide basic data to develop measures to improve the health-related quality of life of the elderly by identifying the impact of the elderly's dietary lifestyle on the health-related quality of life. Methods : Utilizing raw data from the Korea national health and nutrition examination survey spanning from 2011 to 2020, this study focused on individuals aged 65 and above. After excluding cases with missing data, 12,731 individuals were included in the final analysis. Various statistical methods including frequency analysis, t-tests, ANOVA, Scheffé test and hierarchical regression analysis were performed using SPSS 25.0 for windows. The statistical significance level (α) was set at .05. Results : The main results of this study were as follows. Firstly, dietary lifestyle exhibited variations depending on gender, age, education level, individual income, basic livelihood type, household type, self-rated health status, and chewing difficulty (p<.001). Secondly, there were disparities in health-related quality of life (as measured by the EQ-5D index) based on gender, age, education level, residence, individual income, basic livelihood security, self-rated health status, and chewing difficulty (p<.001). Thirdly, the EQ-5D index showed that elderly individuals' dietary lifestyle adversely impacted their health-related quality of life (F=353.74, p<.001). Conclusion : Therefore, it is necessary to prepare policies to improve the health-related quality of life by maintaining a proper diet for the elderly, and customized support and management is required taking into account the elderly's gender, age, education level, individual income, basic livelihood security, household type, self-rated health status, chewing difficulty etc.

동물 및 임상 시험의 시계열 프로파일 데이터 비교를 위한 유사성 지수 개발 (Development of a New Similarity Index to Compare Time-series Profile Data for Animal and Human Experiments)

  • 이예경;이현정;장현애;신상문
    • 품질경영학회지
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    • 제49권2호
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    • pp.145-159
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    • 2021
  • Purpose: A statistical similarity evaluation to compare pharmacokinetics(PK) profile data between nonclinical and clinical experiments has become a significant issue on many drug development processes. This study proposes a new similarity index by considering important parameters, such as the area under the curve(AUC) and the time-series profile of various PK data. Methods: In this study, a new profile similarity index(PSI) by using the concept of a process capability index(Cp) is proposed in order to investigate the most similar animal PK profile compared to the target(i.e., Human PK profile). The proposed PSI can be calculated geometric and arithmetic means of all short term similarity indices at all time points on time-series both animal and human PK data. Designed simulation approaches are demonstrated for a verification purpose. Results: Two different simulation studies are conducted by considering three variances(i.e., small, medium, and large variances) as well as three different characteristic types(smaller the better, larger the better, nominal the best). By using the proposed PSI, the most similar animal PK profile compare to the target human PK profile can be obtained in the simulation studies. In addition, a case study represents differentiated results compare to existing simple statistical analysis methods(i.e., root mean squared error and quality loss). Conclusion: The proposed PSI can effectively estimate the level of similarity between animal, human PK profiles. By using these PSI results, we can reduce the number of animal experiments because we only focus on the significant animal representing a high PSI value.

경기도 지역주민의 사회경제적 특성과 건강습관에 따른 건강관련 삶의 질: 남녀의 차이를 중심으로 (Health-related quality of life assessment according to socio-demographic characteristics and health behavior among Gyeonggi-do citizens: focused on gender difference)

  • 정선희;홍영선;손애리
    • 보건교육건강증진학회지
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    • 제32권3호
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    • pp.33-42
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    • 2015
  • Objectives: This study was conducted to investigate the correlation between the health-related quality of life assessment according to socio-demographic characteristics, health behavior, and BMI for Gyeonggi-do community population. Methods: The 2012 Community Health Survey data was used. The data were collected by using a cross-sectional study with face-to-face interview. The variables of smoking, AUDIT, exercise, BMI, and Euroqol EQ-5D instrument were selected for analyses. The Difference on the EQ-5D index among groups were tested with Mann-Whitney U test and Kruskal Wallis test. Results: The EQ-5D index for Gyeonggi-do community was 0.951(${\pm}0.104$). The index were significantly different by sex, age, marital status, education level, and occupation. The health-related quality of life showed lower EQ-5D index in women than men, older than young, and less educated. The index were significantly different by health behavior (smoking, drinking, moderate physical activity and exercise) for both men and women). For BMIs, the index was lower to under-weighted male and over-weighted female. Conclusions: The findings suggest that the future intervention of health promotion programs should be carefully designed and tailored by health behavior and obese groups.

설계, 개발 및 양산 정보를 활용한 신뢰성 지수 개발 (Development of a Reliability Index using Design, Development and Production Information)

  • 김성규;박정원;김용수
    • 품질경영학회지
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    • 제43권3호
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    • pp.373-382
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    • 2015
  • Purpose: In this paper, we developed a reliability index (RI) to efficiently compare reliability of products based on the design, development and production information such as reliability tests, quality, product life-cycle management. RI also can be applied to reliability prediction of a novel product as well as comparison evaluation among existing products. Methods: For evaluating RI, we proposed evaluation process which is composed of five steps. Target modules are selected based on warranty data and correlation analysis. Scores of selected target modules are calculated by scoring function. Finally, weights of RI model are determined by optimization method. Results: This paper presented an empirical analysis based on failure data of mobile devices. In this case study, we demonstrated that there is a direct correlation between evaluated RI and field failure probability of each product. Conclusion: We proposed the index for comprehensive and effective assessment of product reliability level. From the procedure of this study, we expected to be applied for reliability estimation of novel products and deduction of field failure-related factors.

품질소집단 활동의 성과에 관한 연구 (A Study on the Performance of Quality Small-Group Activity)

  • 정영배;김연수
    • 산업경영시스템학회지
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    • 제34권4호
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    • pp.42-48
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    • 2011
  • This paper proposes performance measurement method of quality small-group activity in business. This paper collects and analyzes quality circle activities data respect to tangible and intangible effect in national quality circles competitions festival. This paper proposes QPI (quality-circle performance index) based on Balanced Scorecard for quality small-group activity in quality improvement area. QPI is to measure the performance of quality improvement activities in the business firms. QPI is able to use widely in industries to provide a performance measure of quality small-group activity. In this paper, we propose the application method of QPl.

MODIS 지표 분광반사도 자료를 이용한 고품질 NDVI 시계열 자료 생성의 기법 비교 연구 (A comparative study for reconstructing a high-quality NDVI time series data derived from MODIS surface reflectance)

  • 이지혜;강신규;장근창;홍석영
    • 대한원격탐사학회지
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    • 제31권2호
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    • pp.149-160
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    • 2015
  • 원격탐사 자료 기반의 식생지수 시계열 자료를 이용함에 있어서 가장 중요한 것은 구름이나 에어로졸에 의한 자료의 품질저하 문제이다. 이 연구에서는 MODIS09 지표 분광반사도 자료를 이용하여 구름영향에 의한 저품질 자료를 제거한 뒤 결손자료를 내삽, 평활하여 연속적인 Normalized Difference Vegetation Index (NDVI) 시계열 자료를 생산하였다. 구름에 의한 영향을 제거하기 위한 방법으로 MODIS 분광반사도 자료를 이용한 5가지의 구름탐지기법을 선정하여 비교, 평가하였다. 위성자료에서 제공하는 품질관리정보 (Quality Assessment, QA)에서 구름이라고 판단한 경우, MODIS09 Band 3 반사도가 10% 이상인 경우와 20% 이상인 경우, Cloud Detection Index (CDI)가 임계값 이상인 경우, 센서 천정각이 $32.25^{\circ}$ 이상인 경우를 각각 구름으로 판단하였다. 구름탐지로 인해 발생한 자료의 결손은 선형적 내삽 기법을 이용하여 보정한 뒤 Savitzky-Golay (S-G) 필터와 웨이브렛 변환을 각각 적용하여 평활하였다. 구름 탐지 기법은 10% 이상 Band 3 반사도 제거 기법(85%), Quality Control (QC) (82%), 20% 이상 Band 3 반사도 제거 기법(81%)의 순으로 높은 구름탐지율을 보였다. 웨이브렛 변환은 선형의 시계열 패턴을 얻을 수 있지만 원 자료의 최대값을 반영하지 못하는 반면 S-G 필터는 구름에 의한 신뢰도 낮은 값은 제거하면서도 NDVI 원 자료의 최대값을 유지하여 시계열 자료의 계절적 특성을 잘 보여주는 것을 확인하였다. 이 연구에서는 구름의 탐지, 결손 내삽, 평활 기법의 순차적인 자료처리기법을 적용하여 구름 영향을 제거한 고품질의 시계열 자료의 생산이 가능함을 확인하였다.

Effects of Wage on FDI Inflows Based on the Threshold of Institutional Quality

  • LEE, Sunhae;JEON, Young-Hoon
    • 산경연구논집
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    • 제12권8호
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    • pp.41-52
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    • 2021
  • Purpose: The study aims to analyze effects of wage on FDI inflows based on the threshold of institutional quality in 14 developing economies of Southeast and South Asia over the period from 2000-2017. Research design, data, and methodology: The study applies a fixed effect panel threshold regression. As a proxy for the institutional quality, it uses the six components of Worldwide Governance Indicators or a compound index obtained by an average of the six components. The data were taken from World Bank, the Chinn & Ito Database, and UNCTAD. To the best of our knowledge, no researches so far have considered the threshold of institutional quality in estimating the effect of wage on FDI inflows. Results: The composite index and each component of the six indicators of institutional quality except for voice and accountability, and regulatory quality are found to have nonlinear effects on FDI inflows. When the institutional quality is below the threshold, wage affects FDI inflows negatively. When the institutional quality is above the threshold, however, wage does not significantly affect FDI inflows. Conclusions: The effect of wage on FDI inflows varies depending on whether the institutional quality of the target countries is above or below the threshold.