• Title/Summary/Keyword: 피어슨 상관계수

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A Study of Test-Retest Reliability and Interrater Reliability of the Sensory Processing Scale for Children (SPS-C) (아동감각처리척도(Sensory Processing Scale for Children; SPS-C)의 검사-재검사 신뢰도와 검사자간 신뢰도 연구)

  • Kim, Kyeong-Mi;Kim, Ga-Yeon;Lee, Seung-Jin
    • The Journal of Korean Academy of Sensory Integration
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    • v.20 no.2
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    • pp.11-21
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    • 2022
  • Objective : This study examined the test-retest reliability and interrater reliability of the Sensory Processing Scale for Children (SPS-C). Method : Senventy primary caregivers of children with sensory processing difficulties and 3 years old participated in the study. The subjects were recruited through child development centers, welfare centers, and acquaintances located in Seoul, Gyeonggi-do, Busan, and Gyeongsang-do. The test-retest reliability verification targeted 20 main caregivers of children with difficulty in sensory processing. Re-evaluation was performed within 7 to 14 days after the initial evaluation, and Pearson's correlation coefficient was used to confirm the relevance between the two time points, and the Intraclass correlation coefficient was used to confirm the degree of agreement. The interrater reliability verification was conducted with 18 primary caregivers and 18 subsidiary caregivers of children with sensory processing difficulties. Each caregiver evaluated the same child, and the Intraclass correlation coefficient was used to confirm the agreement between the two sets of caregivers. Results : The test-retest reliability was Pearson's correlation coefficient r=.914 and intraclass correlation coefficient ICC=.939, indicating a high level of relevance and agreement. The interrater reliability was an Intraclass correlation coefficient ICC=.727, which showed a moderate level of agreement, but the tactile area (ICC=.455) and proprioceptive area (ICC=.439) were not statistically significant and showed a low degree of agreement. Conclusion : Through this study, it was confirmed that the children's Sensory Processing Scale for Children (SPS-C) is a stable evaluation tool with test-retest reliability and interrater reliability verified, and it will be able to provide help in standardization studies for future clinical use.

Estimation the Runoff Data and Regionil Maximum Flood uning Spatial Extension Method (공간확장방법을 활용한 유출자료 산정과 지역최대홍수량 추정)

  • Kim, Ki Hyeon;Choi, Ga Young;Jung, Yong
    • Proceedings of the Korea Water Resources Association Conference
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    • 2019.05a
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    • pp.375-375
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    • 2019
  • 충주댐 유역의 미계측유역을 대상으로 공간분포를 고려한 저류함수법 기반의 유출자료를 활용하여 지역최대홍수량의 추정 가능성을 평가하였다. 유출자료의 공간확장 가능성을 보기위해 2008년부터 2017년까지의 홍수 사상 중에 8개를 선정하였으며, 적절한 비교와 NSE 검증을 위해 충주댐, 영월1, 영춘 수위관측소를 검정지점으로 지정하였다. 또한, 선정한 사상 8개의 계측유역 유출자료를 바탕으로 공간확장방법을 활용하여 미계측유역의 유출자료를 생성하였다. 생성한 유출자료로 충주댐 유역의 홍수 사상과 지역최대홍수량(QRMF) 사이의 상관관계를 분석하여 지역최대홍수량의 발생 가능성과 충주댐 유역의 K값을 추정하였다. NSE 검증결과 유역출구지점인 충주댐에서 0.53으로 만족하여 유출자료 공간확장방법을 활용한 모의유출자료 산정은 적절한 것으로 나타났으며, 모의유출자료의 특성이 실제 유역의 특성과 유사한 것으로 나타났다. 생성한 유출자료와 지역최대 홍수량($Q_{RMF}$)에 대해 피어슨 상관계수와 RMSE를 활용하여 평가한 결과 서로 매우 높은 상관관계를 나타냈으며(Pearson's r> 0.9), 홍수량 산정방법에 있어서 지역최대홍수량($Q_{RMF}$)를 사용하여 산정하는 것이 바람직한 것으로 나타났다(RMSE=1.94). 또한, 충주댐 유역에 대한 지역최대홍수량($Q_{RMF}$)의 K값은 5.298로 산출되었으며, 산출한 K값으로 전체적인 충주댐 유역의 최대홍수량뿐만 아니라 면적이 비교적 작은 소유역의 최대홍수량도 추정할 수 있었다.

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Validity and reliability of Korean version of quality of life questionnaire related with music perception and engagement of the elderly (난청노인의 한국어판 음악지각과 참여와 관련된 삶의 질 설문지의 타당도와 신뢰도)

  • Lee, Do-Hye;Choi, Chul-Hee
    • The Journal of the Acoustical Society of Korea
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    • v.41 no.1
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    • pp.87-98
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    • 2022
  • The purpose of this study is to develop the Korean version of Music-Related Quality of Life (K-MRQoL) for the elderly. The K-MRQoL consisted of Musical Ability, Attitude, Activity Frequency (PART 1) and Musical Ability, Attitude, Activity Important (PART 2). Each subcategory consists of Music Perception with 11 items and Music Engagement with 7 items. The validity and reliability of K-MRQoL were measured with Pearson's and Cronbach's alpha correlation coefficients and Independent t-test in total 30 elderly with normal hearing and 30 elderly with hearing loss from local welfare Centers and nursing homes. The correlation coefficients between total scores and PART 1 and PART 2 ranged from .701 to .948 and from .598 to .926, respectively. The internal consistency between total and Part 1 and Part 2 ranged from .846 to .931 and from .838 to .918, respectively. The test-retest correlations were .979, .970, and 979 for total, PART 1, and PART 2, respectively. The correlation between K-MRQoL and Quality of Communication Life Scale was .449. There were significant differences in total, PART 1, and PART 2 between the elderly with normal hearing and hearing loss. This indicates that the K-MRQoL can be used as a useful clinical tool to evaluate Music-related Quality of Life in the elderly with normal hearing or hearing loss.

CARIES DIAGNOSIS BY DIAGNODENT'S LASER FLUORESCENCE DETECTION IN VITRO (레이저형광측정을 통한 Diagnodent의 우식진단에 관한 생체외 연구)

  • Kim, Seong-Hyeong;Lee, Kwang-Hee;Kim, Dae-Eop;Park, Jong-Seok
    • Journal of the korean academy of Pediatric Dentistry
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    • v.27 no.1
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    • pp.24-31
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    • 2000
  • The purpose of study was to compare the laser fluorescence detection by Diagnodent(KaVo, Germany), visual inspection using dental explorers, and conventional dental radiography as diagnostic tests for dental caries. One hundred and three human premolars and molars which had no caries or fissure caries were tested by the three methods. Diagnodent scores increased as the scores of the other two tests increased(P<0.01) There were significant relationships between visual inspection scores and Diagnodent scores(Pearson 0.676, Spearman 0.694) and between radiography scores and Diagnodent scores(Pearson 0.623, Spearman 0.658) (P<0.01, all). Diagnodent test proved to have high sensitivity and low specificity and more studies are necessary to present the diagnostic criteria for progressive caries stages.

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DEGREE OF SYMMETRY OF DENTAL CARIES IN PRIMARY DENTITION (유치열 치아우식증의 구강내 대칭도)

  • Lee, Kwang-Hee;La, Ji-Young;An, So-Youn;Kim, Yun-Hee
    • Journal of the korean academy of Pediatric Dentistry
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    • v.37 no.4
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    • pp.453-460
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    • 2010
  • This study was one of the caries pattern studies. The purpose was to investigate the degree of intraoral symmetry of dental caries in the primary dentition. The dmfs data from children aged 36 to 71 months were analyzed. Pearson correlation coefficients between right teeth and left teeth were from 0.558 (upper canines) to 0.847 (upper central incisors) and 0.905 in total (P<0.01). Differences between right teeth and left teeth were mostly not significant (P>0.05). Pearson correlation coefficients between upper teeth and lower teeth were from 0.150 (right lateral incisors) to 0.506 (right first molars) and 0.680 in total (P<0.01). Differences between upper teeth and lower teeth were mostly significant (P<0.05). Percentages of bilateral caries experience cases per cases having caries experience were from 34.0% (upper canines) to 80.1% (upper central incisors), and from 53.9% (distal) to 84.9% (mesial) in upper central incisors, from 34.1% (mesial) to 45.0% (occlusal) in upper first molars, from 20.7% (distal) to 48.0% (occlusal) in upper second molars, from 34.4% (buccal) to 58.1% (occlusal) in lower first molars, and from 29.7% (distal) to 61.4% (occlusal) in lower second molars, respectively.

Performance Analysis of Simultaneous Liftable 3D Concrete Printing Based on Statistical Analysis Algorithm (통계분석 알고리즘 프로그램을 활용한 동시 인상 3D 콘크리트 프린팅의 성능 분석)

  • Yoon-Chul Kim;Sung-Jo Kim;Bongsik Kim;Yongsoo Ji;Tong-Seok Han
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.36 no.6
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    • pp.407-414
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    • 2023
  • In this study, an automated jack-up system, applicable to various fields, was employed for 3D concrete printing and developed as a simultaneous liftable 3D concrete printing system. This developed printing system enables safe and precise jack-up by monitoring the measured jack-up distance using Pearson correlation coefficient analysis and a hydraulic system with interquartile range analysis in real-time during 3D concrete printing operations. It is possible to secure the quality of 3D concrete printing structures, which is essential for expanding the application of 3D concrete printing to construct larger structures. Specimens were printed using both conventional 3D concrete printing and simultaneous liftable 3D concrete printing to evaluate the system performance. The printed specimens were investigated using a 3D scanner. The layer-wise diameter and angle of intersection of the scanned specimens were measured, and an analysis was performed to verify the advantages of the simultaneous liftable 3D concrete printing.

Convergence study on the influence of dental hygiene student supporting awareness in their empathy about elderly (치위생(학)과 학생의 노인에 대한 부양의식이 공감력에 미치는 요인에 관한 융합연구)

  • Park, Sin-Young
    • Journal of Convergence for Information Technology
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    • v.7 no.5
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    • pp.25-30
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    • 2017
  • This study was to investigate the supporting awareness and empathy with the dental hygiene student. The participants were 193 dental hygiene students in Gwang Ju city and analyzed by the frequency analyzed, t-test, ANOVA, pearson corelation coefficients and multiple regression analysis using IBM SPSS STATICS 20.0. Supporting awareness and empathy about the elderly had a significant positive correlation. Factors influencing empathy were interest of elderly problem and supporting awareness. It is necessary to the establishment of a subject and education program about elderly in dental hygiene students.

Application of Meteorological Drought Index in East Asia using Satellite-Based Rainfall Products (위성영상 기반 강수량을 활용한 동아시아 지역의 기상학적 가뭄지수 적용)

  • Mun, Young-Sik;Nam, Won-Ho;Kim, Taegon;Svoboda, Mark D.;Hayes, Michael J.
    • Proceedings of the Korea Water Resources Association Conference
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    • 2019.05a
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    • pp.123-123
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    • 2019
  • 최근 기후변화로 인해 중국, 한국, 일본, 몽골 등을 포함한 동아시아 지역은 태풍, 가뭄, 홍수와 같은 자연재해의 발생 빈도가 증가하고 있는 추세이다. 중국의 경우 2017년 극심한 가뭄으로 1,850만 (ha)의 농작물 피해가 발생하였으며, 몽골 또한 2017년 4월 이후 극심한 가뭄으로 사막화가 급속도로 진행되고 있다. 위성 기반의 강우 자료는 공간과 시간 해상도가 높아짐에 따라 지상관측소 강수량 자료의 대체 수단으로 이용되고 있다. 본 연구에서는 Climate Hazards Groups InfraRed Precipitation with Station (CHIRPS), Precipitation Estimation From Remotely Sensed Information Using Artificial Neural Networks-Climate Data Record (PERSIANN-CDR), Global Precipitation Climatology Centre (GPCC) 강우 위성 자료를 활용하여 기상학적 가뭄지수인 표준강수지수 (Standardized Precipitation Index, SPI)를 산정하였다. 시간 해상도는 월별 영상을 기준으로 2008년부터 2017년까지 지난 10년간의 데이터를 이용하였으며, 각각 격자가 다른 위성영상을 기존 기상관측소와 비교하였다. 피어슨 상관계수 (Pearson Correlation Coefficient, R)를 활용하여 강우 위성 영상과 지상관측소의 상관관계를 분석하고, 평균절대오차 (Mean Absolute Error, MAE), 평균제곱근오차 (Root Mean Square Error, RMSE)를 통해 통계적으로 정확도를 분석하였다. 인공위성 강수량 자료는 미계측 지역이 많은 곳이나 측정이 불가능한 지역에 효율성 측면에서 중요한 이점을 제공할 것으로 판단된다.

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A Empirical Study on Recommendation Schemes Based on User-based and Item-based Collaborative Filtering (사용자 기반과 아이템 기반 협업여과 추천기법에 관한 실증적 연구)

  • Ye-Na Kim;In-Bok Choi;Taekeun Park;Jae-Dong Lee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2008.11a
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    • pp.714-717
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    • 2008
  • 협업여과 추천기법에는 사용자 기반 협업여과와 아이템 기반 협업여과가 있으며, 절차는 유사도 측정, 이웃 선정, 예측값 생성 단계로 이루어진다. 유사도 측정 단계에는 유클리드 거리(Euclidean Distance), 코사인 유사도(Cosine Similarity), 피어슨 상관계수(Pearson Correlation Coefficient) 방법 등이 있고, 이웃 선정 단계에는 상관 한계치(Correlation-Threshold), 근접 N 이웃(Best-N-Neighbors) 방법 등이 있다. 마지막으로 예측값 생성 단계에는 단순평균(Simple Average), 가중합(Weighted Sum), 조정 가중합(Adjusted Weighted Sum) 등이 있다. 이처럼 협업여과 추천기법에는 다양한 기법들이 사용되고 있다. 따라서 본 논문에서는 사용자 기반 협업여과와 아이템 기반 협업여과 추천기법에 사용되는 유사도 측정 기법과 예측값 생성 기법의 최적화된 조합을 알아보기 위해 성능 실험 및 비교 분석을 하였다. 실험은 GroupLens의 MovieLens 데이터 셋을 활용하였고 MAE(Mean Absolute Error)값을 이용하여 추천기법을 비교 하였다. 실험을 통해 유사도 측정 기법과 예측값 생성 기법의 최적화된 조합을 찾을 수 있었고, 사용자 기반 협업여과와 아이템 기반 협업여과의 성능비교를 통해 아이템 기반 협업여과의 성능이 보다 우수했음을 확인 하였다.

Analysis of fine dust correlation between air quality and meteorological factors using SPSS (SPSS를 이용한 대기질과 기상인자와의 미세먼지 상관관계 분석)

  • Cha, Jinwook;Kim, Jangyoung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.5
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    • pp.722-727
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    • 2018
  • Until now, the study of fine dust has been divided into prediction, analysis and measurement, mainly in the field of atmospheric environment. Fine dust is caused by various causes such as atmospheric quality factor, meteorological factor and emission. It was determined that it was a priority to analyze the correlation of how much each element affects fine dust, and it was experimented. This correlation analysis was done using IBM SPSS tool using air quality factor and meteorological factor data obtained from Korea Meteorological Administration and Air Korea. As a result, the influence of air quality factors and meteorological factors on the fine dust level was more clearly understood. In this paper, we present experimental results as correlation analysis and pearson coefficient for more precise analysis between PM10 values and affected factors.