• 제목/요약/키워드: Pearson correlation

검색결과 7,805건 처리시간 0.031초

중학생의 건강위해 행위 및 관련요인에 대한 진단적 연구 -PRECEDE 모형을 근간으로- (A Diagnostic Study on Middle School Students' Health Hazard Behaviors and Influential Variables - Based on the PRECEDE model-)

  • 유재순
    • 한국학교보건학회지
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    • 제15권1호
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    • pp.31-48
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    • 2002
  • The middle school students' health hazard behaviors, health education needs, related to health hazard behaviors and life, were investigated on the basis of the PRECEDE model, for the purpose of a diagnostic research on health education. The data for this study were collected from the sample consisted of the middle school in Chongju for two weeks period in December, 2001. In analyzing the data, t-test, one-way ANOVA and $x^2$-test were done by using SPSS 10.1 for window to compare data between the sexes of the students and grades of the students. A Pearson's correlation analysis was carried out to determine the relationships among the diagnostic variables. The Pearson's correlation between health behavior and life satisfaction was .52, which was significant at the level of P<.01. The Pearson's correlation between drug use behavior and mental health was .40, which was significant at the level of P<.01. The relationships between each diagnosis variable suggested by the PRECEDE model had been experimentally proven to be valid, supporting the conceptual framework of the study as appropriate for assessing the students' health and health education needs. The significance of this research is that it has diagnosed the needs of middle school health education by assessment of factors related to health hazard behaviors and meantal health of the students. The research findings suggest an integrated system of school health education to be contrieved to enhance the effectiveness of the education by strengthening the related factors such as parents' interest to improve the health of middle school students.

한국한의학연구원 개발 변증설문지의 신뢰도 연구 (Reliability Study of the Pattern Identification Questionnaire Developed by Korean Institute of Oriental Medicine)

  • 김범수;임정화;이민희;윤영주
    • 대한한의진단학회지
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    • 제17권1호
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    • pp.29-44
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    • 2013
  • Objectives This study is aimed at assessing the reliability of the Pattern identification questionnaire (PIQ) developed by Korea Institute of Oriental Medicine and examining the validity of the PIQ by comparing the pattern identification scores of different groups. Methods We conducted a survey of 258 participants (79 teachers and 179 graduate students at one School of Korean Medicine) using self-reported questionnaire and all the samples were retested. The test-retest reliability was assessed by Kappa coefficient(${\kappa}$) and Pearson correlation coefficient. Also we compared the differences in pattern identification scores according to sex, age and occupation. Results 1. One of 116 questions are impossible to calculate; 22 of them (18.97%) scored under 0.4 in ${\kappa}$; 90(77.59%) ranged from 0.4 to 0.8 in ${\kappa}$; and three questions (3.58%) scored 0.8 or over in ${\kappa}$. 2. Pearson correlation coefficients between test score and retest score of all pattern identification items are 0.4 or over. 3. The mean score for pattern identification in women was generally higher than that in men, particularly in patterns of blood-deficiency, blood-stasis, yang-deficiency and kidney disease. 4. The mean score for pattern identification in the graduate student group was generally higher than that in the teacher group. Conclusion In test-retest reliability, the PIQ showed relatively high reliability. The mean pattern identification score showed differences in regards to retaining knowledge about Korean medicine. Therefore, future research involving modification of questionnaire items and confirming the validity of this questionnaire is required.

A Comparative Study of Optimal Stretch Intensity For Flexibility of Hamstrings; Hand Held Dynamometer and Verbal Rating Scale

  • Choi, Bong-sam
    • 한국전문물리치료학회지
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    • 제24권4호
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    • pp.38-45
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    • 2017
  • Background: To improve muscle flexibility, static stretch is the most common type and is considered safe and effective for improving overall flexibility of muscles. During the stretch, the intensity is more likely to be determined by the degree of an athlete's pain and practitioner's skills rather than quantitative measures of stretch. It is necessary to determine the optimal intensity for the stretch. Objects: The purpose of this study is to explore the relationship between hand held dynamometer (HHD) and verbal rating scale (VRS) in comparison of the effects of continuance time on active (walking) and inactive (sitting) movement after static stretch. Methods: A cross-sectional study was conducted with a sample (n=62) recruited from a university. Participants were randomly assigned to 2 different groups (n=31 for each group) based on participants' positions either remaining in sitting or freely walking around for a series of re-assessments. Data was collected at pre-warm up, pre-stretch, post-stretch, and additional assessments at the time of 3, 6, 9, 12, 15, 20 and 30 minutes after the stretch. Results: Relationship between VRS and HHD scores represents very weak correlation (Spearman's p=-.16, p>.05). Pearson's correlation analysis was conducted following the logarithmic transformation of the two scores. Pearson's correlation after the transformation still showed a very low relationship and a poor linear relationship between the two scores (Pearson's r=-.18, p>.05). Conclusion: The optimal intensity for stretch cannot be solely determined by the subjective pain perception. The objective measurement such as HHD could be used in conjunction with the pain perception.

두통(頭痛)과 배부체형(背部體形)과의 상관성에 대한 임상적 고찰 (The Clinical Study on the Relationship of Headache and Back shapes)

  • 김장현
    • 대한한방소아과학회지
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    • 제17권2호
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    • pp.161-171
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    • 2003
  • This study was to investigate the relationship of headache and back shape using the Moire interferometer and Questionnaire investigations. In this study the subjects consisted of 317 pupils[168 boys(53%), 149girls(47%)] attending S high school in Sungnamsi, Kyoungkido in 2002, and their ages ranged from sixteen to eighteen. The results are following. 1. In questionnaire investigation, we observed that the ratio of headache was more than 70% and the ratio of girls are more than that of boys. The inclination for ages was not shown. 2. In moire topography, the remainder values of scapular region were from 0.5 cm to 1.1 cm in boys, and from 0.45 cm to 1 cm in girls. The remainder values of gluteal region were from 0.2 cm to 0.8 cm in boys, and from 0.4 cm to 0.6 cm in girls. The reminder values of the vertical lines of cervical and buttock region were from 0.71 cm to 1.51 cm in boys, and from 0.96 cm to 1.43 cm in girls. More frequent findings of reminder value of the vertical lines of cervical and buttock region were observed that the vertical lines of cervical region were inclined to left than the vertical lines of buttock 3. Through the Pearson's Correlation analysis of headache and Moire topography, we found the close relationship of headache and the remainder values of scapular region(Pearson correlation coefficient : 0.116, P<0.05) and gluteal region(Pearson correlation coefficient : 0.153, P<0.01). But the relevances to headache and the remainder values of neck lines, sacral lines and neck-sacral lines were not found.

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간호대학생의 리더십생활기술 관련변인에 관한 연구 (A Study on the Variables associated with Leadership Life Skills in Nursing Students)

  • 이미련
    • 디지털융복합연구
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    • 제14권1호
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    • pp.65-73
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    • 2016
  • 본 연구의 목적은 간호대학생의 리더십생활기술, 자아존중감 및 동아리 활동 정도를 파악하고 이들 간의 상관관계를 분석하며, 간호대학생의 리더십생활기술에 영향을 미치는 요인을 파악하기 위해 시행되었다. 연구대상자는 두 개의 광역시와 한 개의 시에 소재한 대학교 간호대학생 331명을 대상으로 하였으며 수집된 자료는 SPSS Win 20.0을 이용하여 백분율, 평균과 표준편차, t-test, ANOVA, Scheffe' test, Pearson's correlation coefficients, multiple regression으로 분석하였다. 연구결과는 첫째, 간호대학생의 리더십생활기술과 자아존중감은 유의한 양의 상관관계를 나타내었다. 둘째, 간호대학생의 리더십생활기술에 대한 위계적 회귀분석 결과, 리더십생활기술에 영향을 주는 예측요인은 자아존중감, 전공만족도였으며, 29.6%의 설명력을 나타냈다. 이러한 결과는 간호대학생의 리더십생활기술을 증진시키는 전략을 개발하는데 유용하게 활용될 것이다.

피어슨 상관계수를 이용한 적외선 열화상 안전 진단 시스템 개발 (The Development of Infrared Thermal Imaging Safety Diagnosis System Using Pearson's Correlation Coefficient)

  • 정종문;박성훈;이용식;김재현
    • 한국태양에너지학회 논문집
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    • 제39권6호
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    • pp.55-65
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    • 2019
  • With the rapid development of the national industry, the importance of electrical safety was recognized because of a lot of new electrical equipment are installing and the electrical accidents have been occurring annually. Today, the electrical equipments is inspect by using the portable Infrared thermal imaging camera. but the most negative element of using the camera is inspected for only state of heating, the reliable diagnosis is depended with inspector's knowledge, and real-time monitoring is impossible. This paper present the infrared thermal imaging safety diagnosis system. This system is able to monitor in real time, predict the state of fault, and diagnose the state with analysis of thermal and power data. The system consists of a main processor, an infrared camera module, the power data acquisition board, and a server. The diagnostic algorithm is based on a mathematical model designed by analyzing the Pearson's Correlation Coefficient between temperature and power data. To test the prediction algorithm, the simulations were performed by damaging the terminals or cables on the switchboard to generate a large amount of heat. Utilizing these simulations, the developed prediction algorithm was verified.

무용전공 여대생들의 등속성 최대우력에 영향을 미치는 인체계측적 요인 (The Anthropometric Factors in Isokinetic Peak Torque of Young Female Dancers)

  • 원종임;이영정
    • 한국전문물리치료학회지
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    • 제14권3호
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    • pp.41-47
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    • 2007
  • Dance movements consist of combinations of movements such as jumping, rotation, maintaining balance, leg lifts, and plantar flexion with toe shoes. Dance movements require great muscle strength of lower extremities as well as muscular endurance. The purposes of this study were to investigate correlation between the anthropometric variables and the peak torque in young female dancers and to identify variables that affect isokinetic peak torque. Twenty-six female dancers ($19.7{\pm}1.2$ years of age) performed concentric maximum force efforts on the knee extensors and flexors at $60^{\circ}/sec$ and $120^{\circ}/sec$, the ankle plantar flexors (PF) and dorsiflexors (DF) at $30^{\circ}/sec$ and $120^{\circ}/sec$. Antropometric variables such as age, height, weight, body mass index (BMI), thigh girth, calf girth and duration of dance training were measured. To identify antropometric variables related to muscle strength, Pearson correlations were computed and a stepwise multiple regression analysis was performed. Pearson correlation coefficients of Knee extensor at $60^{\circ}/sec$ and $120^{\circ}/sec$ revealed moderate positive associations with BMI and thigh girth. Pearson correlation coefficients of ankle PF revealed low-to-moderate positive associations with height. Ankle DF also revealed moderate positive associations with BMI and calf girth. The main predictor variables of knee extensor at 60/sec, were stepwise multiple regression, age, height, thigh and girth.

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Another Assessment of Fat Degeneration of Retracted Supraspinatus Muscle

  • Jeong, Yeon-Seok;Yum, Jae-Kwang;Park, Sang-Yoon
    • Clinics in Shoulder and Elbow
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    • 제21권4호
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    • pp.200-206
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    • 2018
  • Background: The purpose of this study was to assess the relevance of preoperative magnetic resonance imaging (MRI) evaluation by occupation ratio (OR) at maximum diameter of supraspinatus muscle. Methods: Patients from the Inje University Sanggye Paik Hospital who received rotator cuff repair and underwent pre- and postoperative MRI were selected as subjects of this study. On T1-weighted MRIs, OR of fat and muscle at Y-shaped view, OR at a location on supraspinatus muscle where its diameter was maximum on coronal view, and pre- and postoperative Goutallier Classification and changes in the tangent sign were measured. Statistical significance of postoperative OR was assessed regarding time from symptom onset to surgery, size of rotator cuff tear, preoperative OR, and the difference between ORs measured at maximum diameter of supraspinatus muscle and Y-shaped view. Results: Preoperative OR at Y-shaped view was $52.28{\pm}8.57$ (32.5-65.3). Preoperative OR difference between maximum diameter and Y-shaped view was $13.76{\pm}10.51$ (2.38-42.04), and Pearson correlation coefficient was 0.604 (p=0.001). Postoperative OR at Y-shaped view was $63.77{\pm}9.35$ (37.3-76.1). Pearson correlation coefficient of pre- and postoperative Goutallier Classification was -0.579 (p=0.002) and Pearson correlation coefficient of the postoperative difference between ORs measured at maximum diameter of supraspinatus muscle and Y-shaped view was -0.386 (p=0.047). Conclusions: Fatty degeneration of supraspinatus muscle in rotator cuff tear patients should be evaluated not only in the conventional Y-shaped view, but also at location of maximum diameter of supraspinatus muscle to establish patients' therapeutic plan.

교수와 대학생의 수업평가 결과 (Instructional Ratings by Professors and College Students)

  • 길양숙
    • 문화기술의 융합
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    • 제8권1호
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    • pp.271-275
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    • 2022
  • 이 연구는 수업경연대회에 심사자로 참여한 교수 심사자와 대학생 심사자들 간의 평가 결과의 차이와 상관을 검증하였다. 연구대상자는 한 사범대학의 수업경연대회에서 수업시연을 심사한 6명의 교수와 9명의 사범대 학생이었다. 이들은 각 과의 대표로 출전한 학생 11명의 수업시연을 10개 문항으로 구성된 심사평가지에 5단계 척도에 따라 응답하였고, 이 자료를 바탕으로 독립표본 t-검증, Pearson의 상관계수를 구하였다. 그 결과, 교수와 학생 심사자들 간의 평가 점수의 평균에는 통계적으로 의미 있는 차이가 없었다. 교수와 학생 심사자의 평가결과의 상관은 .78로 통계적으로 의미가 있었을 뿐 아니라, 상당히 높았다. 이 결과는 대학생의 수업평가 능력을 지지하며, 수업연습에 동료학생들을 의미 있는 평가자로 활용할 수 있음을 시사한다. 이런 연구는 한 학기라는 오랜 기간 동안의 수업으로 인한 과정변인의 중재를 통제하고, 수업시연만을 대상으로 통제된 환경에서 연구하였다는 점에서 기존연구와 구별되는 의미가 있다. 연구대상자가 사범대에 국한되었다는 것은 제한점이 될 수 있으므로, 일반화를 위해서는 일반대학의 교수와 대학생 연구도 추가할 필요가 있다.

Machine learning based anti-cancer drug response prediction and search for predictor genes using cancer cell line gene expression

  • Qiu, Kexin;Lee, JoongHo;Kim, HanByeol;Yoon, Seokhyun;Kang, Keunsoo
    • Genomics & Informatics
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    • 제19권1호
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    • pp.10.1-10.7
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    • 2021
  • Although many models have been proposed to accurately predict the response of drugs in cell lines recent years, understanding the genome related to drug response is also the key for completing oncology precision medicine. In this paper, based on the cancer cell line gene expression and the drug response data, we established a reliable and accurate drug response prediction model and found predictor genes for some drugs of interest. To this end, we first performed pre-selection of genes based on the Pearson correlation coefficient and then used ElasticNet regression model for drug response prediction and fine gene selection. To find more reliable set of predictor genes, we performed regression twice for each drug, one with IC50 and the other with area under the curve (AUC) (or activity area). For the 12 drugs we tested, the predictive performance in terms of Pearson correlation coefficient exceeded 0.6 and the highest one was 17-AAG for which Pearson correlation coefficient was 0.811 for IC50 and 0.81 for AUC. We identify common predictor genes for IC50 and AUC, with which the performance was similar to those with genes separately found for IC50 and AUC, but with much smaller number of predictor genes. By using only common predictor genes, the highest performance was AZD6244 (0.8016 for IC50, 0.7945 for AUC) with 321 predictor genes.