• 제목/요약/키워드: Spearman correlation Coefficient

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A Study on Correlation among Viewers by Medium based on KBS PIE-TV Index

  • Lee, Jong-Soo;Hamacher, Alaric;Kwon, Soonchul;Lee, Seunghyun
    • International journal of advanced smart convergence
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    • 제6권4호
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    • pp.9-18
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    • 2017
  • In order to respond to the ever-changing media environments in the era of smart and mobile technology, KBS has introduced and partially applied PIE-TV and PIE-nonTV modes that monitor the average number of viewers among the national population group by means of the sample household extraction method which is a traditional way of rating investigation. This study analyzes the correlation between the number of viewers of premiere, re-air broadcasting, and MPP channel programs and the number of OTT-based VOD viewers in reference to the data extracted from PIE-TV survey results. KBS conducted a survey for 3 months between June and August 2017 to measure the PIE-TV Index, based on which the above-mentioned correlation was analyzed with programs classified to entertainment, drama, and cultural programs. For data analysis, SPSS (Ver. 18.0 for Window, SPSS Inc, Chicago, IL, USA) was utilized. It was assumed that when p<0.05 in the confidence interval of 95%, statistically significance would be secured. Among the 30 subjects in the simple correlation analysis, the parameter was determined by the Person correlation coefficient and the non-parameter by the Spearman correlation coefficient. Analysis results are as below: (1) As the number of viewers of premier entertainment, drama, and cultural programs was larger, the number of VOD viewers was larger accordingly. (2) As for entertainment and drama programs, as the number of re-air broadcasting viewers was larger, the number of VOD viewers decreased accordingly. (2) As for entertainment and drama programs, as the number of MPP viewers was larger, the number of VOD viewers decreased accordingly. It is expected that this statistical data can be utilized for strategic planning of MPP channel lineups including terrestrial TV broadcasting, cable TV, etc.

뇌성마비 아동의 소아 균형검사(PBS)와 대동작기능평가(GMFM)와의 상관관계 (Correlation between Pediatric Balance Scale(PBS) and Gross Motor Function Measurement(GMFM) Scores in Children with Cerebral Palsy)

  • 고명숙;정재훈;전혜선
    • 대한물리의학회지
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    • 제5권2호
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    • pp.281-288
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    • 2010
  • Purpose : The purpose of this study was to examine the correlation between Pediatric Balance Scale(PBS) and Gross Motor Function Measurement(GMFM) with cerebral palsy(CP) children. Methods : 31 ambulatory children with CP were recruited for this study. PBS is a modified version of the Berg’s Balance Scale to access the children with motor impairments. To access the motor functions that directly influence to the functional independence of the ambulatory CP children, total scores of standing category and walking/running/jumping category of GMFM were selectively compared with PBS score by Spearman correlation coefficient analysis. Results : The results revealed high correlation between PBS and GMFM scores both in standing and walking/running/jumping categories(r=.9). Conclusions : Therefore, this study indicates that PBS can be applied not only as a tool to access balance, but also as a measurement to predict and access the level of standing and ambulatory related functions of children with CP.

초음파사와 방사선사의 인구학적 및 직무 특성과 직무 만족도의 비교분석 (Comparison of Demographic and Job Characteristics with Job Satisfaction between Sonographers and Radiological Technologists)

  • 김혜진;성열훈
    • 대한방사선기술학회지:방사선기술과학
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    • 제44권4호
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    • pp.389-397
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    • 2021
  • The purpose of this study was to compare the demographic and job characteristics and job satisfaction of sonographers (SONO) and radiological technologists (RT). The subjects were a total of 148 people (69 SONO, 79 RT), who had been working in clinical and hospitals. The method was conducted using a questionnaire with a total of 54 questions consisting of demographic characteristics, job characteristics, and job satisfaction. Reliability was secured with Cronbach's alpha coefficient of 0.6 or higher for the response of the questionnaire. For statistical analysis, descriptive statistics, cross-analysis, independent sample T-test, and correlation analysis using Pearson's correlation coefficient and Spearman's correlation coefficient were performed for each occupation. As a result, first, the SONO had more female workers than RT. They are more than three times as many in graduate school and above. Second, the SONO had 4.5 times more morning shift than the RT and no form of weekend shift. Third, the average monthly salary of the SONO is higher than that of the RT, but when a certain portion of the salary goes up, the salary no longer goes up. Fourth, satisfaction with expectations, growth desire, positive mentality, growth opportunity, job importance, organizational attachment was higher SONO than the RT, but self-efficacy was higher in RT than SONO. Last, SONO had higher educational background than RT. It is hoped that the results of this study will be able to understand the job characteristics of SONO and RT and identify the factors of job satisfaction and provide them as fundamental materials for job selection.

토양세균군집과 산양삼 생육특성 간의 상관관계 연구 (Study on the correlation between the soil bacterial community and growth characteristics of wild-simulated ginseng(Panax ginseng C.A. Meyer))

  • 김기윤;엄유리;정대희;김현준;김만조;전권석
    • 환경생물
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    • 제37권3호
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    • pp.380-388
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    • 2019
  • 본 연구는 전국 임의의 산양삼 재배지를 선정하여 재배지 내의 토양 특성 및 토양세균군집을 분석하고, 토양 이화학적 특성, 토양세균군집 및 산양삼 생육특성 간의 상관관계를 구명하기 위하여 수행되었다. 토양세균군집 분석은 pyrosequencing analysis (Illumina platform)를 이용하였고, 토양세균군집과 생육특성 간의 상관관계는 Spearman's rank correlation을 이용하여 분석하였다. 8개 산양삼 재배지로부터 분리한 토양세균군집은 2개의 군집으로 군집화를 이루는 것을 확인하였다. 모든 토양샘플에서 Proteobacteria와 Alphaproteobacteria가 각각 35.4%, 24.4%로 가장 높은 상대적 빈도수를 보였다. 산양삼의 생육은 토양 pH가 낮고 Acidobacteria의 상대적 빈도수가 높은 토양에서 증가하였으며, Acidobacteriia (class)와 Koribacteraceae (family)의 상대적 빈도수는 산양삼의 생육과 유의적인 정의 상관관계를 보이는 것으로 나타났다. 본 연구 결과는 토양세균군집과 산양삼 생육 간의 상관관계를 구명하는 중요한 자료가 될 것으로 생각되고, 나아가 산양삼 재배 이전에 산양삼의 생육에 유용한 토양세균군집을 확인할 수 있다면 산양삼 재배적지를 선정하는데 도움을 줄 수 있을 것이다. 또한 토양이화학성과 더불어 임상 및 주변식생에 따른 토양세균군집과 산양삼 생육특성에 대한 상관관계 연구를 추가로 수행한다면 보다 명확한 정보를 대한 제공할 수 있을 것으로 사료된다.

일부 요통환자들의 오스웨스터리요통장애지수 및 관련요인 (Oswestry Low Back Pain Disability Index and Related Factors in Patients with Low Back Pain)

  • 이승주
    • The Journal of Korean Physical Therapy
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    • 제20권4호
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    • pp.21-28
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    • 2008
  • Purpose: We measured the Oswestry Low Back Pain Disability Index (OLBPDI) and related factors in patients with low back pain. Methods: The sample consisted of 50 patients who received physical therapy at the physical therapy units of the Andong Seoul Sintong Clinic, St. Luke Clinic, and Yeongju Seoul Sintong Clinic in Andong and Yeongju city from October, 2007, to February, 2008. The OLBPDI questionnaire was administered by 5 physical therapists as a cross-sectional study. Student's t-test and analysis of variance (ANOVA/Tukey and Scheffe) were used to analyze OLBPDI score differences. We also used nonparametric statistic analysis (Wilcoxon rank sum test, Median test). Pearson correlation analysis (Spearman correlation analysis) was used to analyze the relationship between OLBPDI and the visual analogue scale (VAS). Multiple regression analysis was performed to determine the effects of independent variables on pain scores as defined by the OLBPDI. Results: The average patient age was 37.1 years (range: 18$\sim$78 years old), and time from onset was 21.7 months (1$\sim$180). OLBPD and VAS scores were 12.70 (3.0$\sim$28.0) and 5.14 (1$\sim$8), respectively. OLBPDI scores were 14.4 in patients taking medicine and 11.57 in those who did not. There was a statistically significant relationship between OLBPDI and VAS (r=0.54, p=0.0001; r=0.55, p=0.0001 by Spearman coefficient). Gender ($\beta$=6.14, p=0.0124), age ($\beta$=-2.01, p=0.0324), weight ($\beta$=0.31, p=0.0222), time from onset ($\beta$=1.54, p=0.0044), and VAS score ($\beta$=1.59, p=0.0004) were significantly associated with OLBPD by multiple regression analysis. Conclusion: Variables associated with OLBPD were gender, age, weight, time from onset, and VAS score. Collecting information on the pain index using OLBPDI was acceptable to patients with low back pain. Further research should explore the pain index by using larger sample sizes and longer follow-up periods.

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SNS를 이용한 패션업체의 마케팅 실태 연구 -Facebook을 중심으로- (A Study on the State of Fashion Marketing Using the SNS -Focused on the Facebook-)

  • 김태진;진성아
    • 한국산학기술학회논문지
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    • 제13권5호
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    • pp.2305-2312
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    • 2012
  • 시대의 변화에 따른 IT 기술의 급속한 발전은 전반적인 산업영역에서 예전보다 쉽게 정보를 취득하고 가공할 수 있는 여건을 형성하고 있다. 최근 각광 받고 있는 SNS의 변화를 살펴보면 스마트폰 이용이 대중화되면서 마케팅 툴로서의 가치가 더욱 급부상하고 있다. 본 연구는 패션 마케팅 분야에서 새로운 시장으로 떠오르고 있는 Facebook 활용 사례를 연구하였다. 패션업체 10곳을 선정하여 활동지표의 기준이 되는 '게시글', 'like this', 'people talking about this' '이벤트'를 중심으로 페이스북 페이지를 연구하였고 spearman 순위 상관계수를 이용하여 위 지표들 간의 상관분석을 실시하였다. 연구 결과 '게시글'과 'like this'의 관계는 높은 상관관계를 보여 주었고 다른 요인들 사이에서는 상관관계를 확인할 수 없었다. 페이스북 페이지를 이용한 마케팅은 소비자와 업체와의 소통이 기존 매체에 비해 원활하였는데 이는 SNS의 마케팅의 이용이 기존의 마케팅의 한계였던 소통의 벽을 넘을 수 있음을 보여주는 결과였다.

여자대학생의 BMI와 신체상평정척도(CDRS) 분류기준에 대한 일치도 검정 (The Measures of Agreement between the Classification Standard of BMI and that of CDRS in Women university students)

  • 남덕현
    • 디지털융복합연구
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    • 제14권2호
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    • pp.519-527
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    • 2016
  • 이 연구는 BMI 분류기준과 9점-신체상평정척도 분류기준의 일치도를 조사하여 현장적용의 유용성을 확인하고, 여대생들이 체형에 대해 실제로 인식하고 정도를 파악하여 체형인식의 왜곡에 대한 올바른 정보와 비만의 기준에 대한 정보 제공에 목적이 있다. BMI 분류기준과 신체상평정척도 분류기준의 일치도, 그리고 여대생의 BMI에 따른 신체상 인식 정도를 알아보기 위하여 교차분석, Spearman의 등위차상관계수 및 카파통계량을 산출하였다. 분석결과 일반 여자대학생이 판정한 신체상 평정척도 분류기준과 BMI 분류기준은 통계적으로 ${\rho}=.719$(p<.001)로 높은 상관과 ${\kappa}=.506$(p<.001)로 보통 수준의 일치도를 나타냈다. 이러한 결과를 바탕으로 차후 신체상과 관련하여 인종의 특성에 따른 크기와 형태를 조정할 필요가 있으며 인구통계학적 특성이 다르거나 비만도가 높은 대상자를 선별하여 그들의 체형인식과 심리적인 측면에 관한 추가적인 연구가 필요하다.

간호사와 환자가 지각한 돌봄행위 중요도에 관한 연구 (Importance of Nurses's Caring Behaviors as Perceived by Staff Nurses and Patients)

  • 김영이;이병숙
    • 기본간호학회지
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    • 제6권1호
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    • pp.18-34
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    • 1999
  • Nurse's caring behaviors are essential to help patients cope with their health problems. The purpose of this study was to investigate the importance of nurse's caring behaviors as perceived by staff nurses and patients. The subjects were 295 staff nurses and 340 patients from five medical centers in Taegu. Data collection was done from Dec. 10, 1997 to Jan. 31, 1998. The tool for this study was a 7 point Likert type scale with 27 earing behaviors developed by Lee(1996). Cronbach alpha of the tool was .9701 in staff nurses and .9618 in patients. Data were analyzed with SAS using t-test, ANOVA and Spearman rank correlation program. The results are as follows : 1. The a verage score of perceived importance of nurse's taring behaviors for the 27 items was 5.65 in staff nurses and 4.97 in patients. 2. The most important caring behaviors perceived by the nurses was 'Nurse gives painless and cautious injection and treatment for patients' and for the patients, 'Nurse gives hygienic treatment and nursing care'. 3. The caring behavior which showed a significant difference between the ranks of perceived importance by staff nurses and patients was 'to treat the patient with tenderness and friendship'. 4. The Spearman rank correlation coefficient between the ranks of importance perceived by staff nurses and patients was 0.8302. With the results of this study, the staff nurses could be recognized to have much enthusiasm and passion about caring. It is suggested that nurses let the public know about the nurses' caring roles. In the future, research to investigate the actual practice of nurses' caring behavior is necessary.

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학령전기 아동의 치아우식증 발생에 영향을 미치는 요인 조사 - 충남 일부지역 아동을 중심으로 - (Study on the factors affecting dental caries of preschool children. - Study focused on preschool children in province, Chugcheongnam-do -)

  • 배성숙;노희진
    • 한국학교ㆍ지역보건교육학회지
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    • 제12권2호
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    • pp.69-80
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    • 2011
  • Objectives: The purpose of this study was to explore relationship among dft index, diet and oral health behavior, parental awareness in oral health care and social status. Methods: This study was conducted from 8 January, 2009 to 11 June, 2009 in Asan city and Seosan city in Chungnam area. 4 kindergratens, 3 preschools and 1 children language academy were randomly selected to research on dft index, diet and oral health behavior. cross-sectional study conducted among 561 valid samples out of 641 samples collected using the survey was and then followed by oral examination. Throughout the research, numerus SPSS 15.0 statistical techniques, T-test and ANOVA and Spearman correlation coefficients were used for analysis. Results: Key results of the study are as follows: Age was found to be statistically very significant to dft index(p=0.036). Age of mother, especially between 30 to 49, was found to be statistically significant to dft index rate(p=0.001). Occupation of father was also found to be statistically significant to dft index(p=0.036). High parental awareness in oral health care led to low dft index rate, which also was found to be statistically significant(p=0.036). Conclusions: In conclusion, as Spearman correlation coefficient demonstrates, occupation of father affects most on long-term healthy oral behavior followed by parental awareness in oral health care and age of mother.

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딥러닝 기반 이미지 특징 추출 모델을 이용한 유사 디자인 검출에 대한 연구 (Detecting Similar Designs Using Deep Learning-based Image Feature Extracting Model)

  • 이병우;이우창;채승완;김동현;이충권
    • 스마트미디어저널
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    • 제9권4호
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    • pp.162-169
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    • 2020
  • 디자인은 섬유패션 산업에서 제품의 경쟁력을 결정짓는 핵심요인이다. 무단복제를 방지하고 독창성을 확인하기 위하여 제시된 디자인의 유사도를 측정하는 것은 매우 중요하다. 본 연구에서는 딥러닝 기법을 이용하여 섬유 디자인의 이미지로 부터 특징(feature)을 수치화하고, 스피어만 상관계수를 이용하여 유사도를 측정하였다. 유사한 샘플이 실제로 검출되는지 검증하기 위하여 300장의 이미지를 임의로 회전 및 색상을 변경하였다. 유사도 수치가 높은 순으로 Top-3와 Top-5의 결과에 회전을 하거나 색상을 변경한 샘플이 존재하는지 측정하였다. 그 결과, AlexNet 보다 VGG-16 모델이 월등히 높은 성능을 기록하였다. VGG-16 모델의 성능은 회전 이미지의 경우에 유사도 결과값이 높은 Top-3와 Top-5에서 64%, 73.67%로 가장 높게 나타났다. 색상변경의 경우에는 Top-3와 Top-5에서 각각 86.33%, 90%로 가장 높게 나타났다.