• Title/Summary/Keyword: PEARSON CORRELATION COEFFICIENT

Search Result 3,129, Processing Time 0.03 seconds

Association of PAH-DNA adducts and Urinary PAH metabolites influenced by polymorphisms of xenobiotic metabolism enzymes in industrial wase incinerating workers (산업폐기물 소각장 근로자에서 요중 PAHs 대사산물과 혈중 aromatic-DNA adducts)

  • ;Masayoshi Ichiba
    • Environmental Mutagens and Carcinogens
    • /
    • v.22 no.4
    • /
    • pp.303-311
    • /
    • 2002
  • This study evaluated the concentrations of urinary metabolites of polycyclic aromatic hydrocarbons (PAHs) in industrial waste incineration workers. The effect of genetic polymorphisms of xenobiotic metabolism enzymes on urinary concentration of PAH metabolites was assessed. And, aromatic DNA adduct levels were also determined in total white blood cells. Fifty employees were recruited from a company handling industrial wastes located in Ansan, Korea: non-exposed group (n=21), exposed group (n=29). Sixteen ambient PAHs were determined by GC/MSD (NIOSH method) from personal breathing zone samples of nine subjects near incinerators. Urinary 1-hydroxypyrene glucuronide (1-OHPG), a major pyrene metabolite, was assayed by synchronous fluorescence spectroscopy after immunoaffinity purification using monoclonal antibody 8E11 (SFS/IAC). Multiplex PCR was used for genotyping for GSTMI/TI and PCR-RFLP for genotyping of CYP1A1 (MspI and Ile/Val). PAH-DNA adducts in peripheral blood WBC were measured by the nuclease P1-enhanced postlabeling assay. Smoking habit, demographic and occupational information were collected by self-administered questionnaire. The range of total ambient PAH levels were 0.00-7.00 mg/㎥ (mean 3.31). Urinary 1-OHPG levels were significantly higher in workers handling industrial wastes than in those with presumed lower exposure to PAHs (p=0.006, by Kruskal-Wallis test). There was a statistically significant dose-response increase in 1-OHPG levels with the number of cigarettes consumed per day (Pearson correlation coefficient=0.686, p<0.001). Urinary 1-OHPG levels in occupationally exposed smoking workers were highest compared with non-occupationally exposed smokers (p=0.053, by Kruskal-Wallis test). Smoking and GSTMI genotype were significant predictors for log-transformed 1-OHPG by multiple regression analysis (overall model R²=0.565, p<0.001), whereas smoking was the only significant predictor for log-transformed aromatic DNA adducts (overall model R²=0.249, p=0.201). Aromatic DNA adducts was also a significantly correlation between log transferred urinary 1-OHPG levels (pearson's correlation coefficient=0.307, p=0.04). However, the partial correlation coefficient adjusting for Age, Sex, and cigarette consumption was not significant (r=0.154, p=0.169). The significant association exists only in individuals with the GSTMI null genotype (pearsons correlation coefficient=0.516, p=0.010; partial correlation coefficient adjusting for age, sex, and cigarette consumption, r=0.363, p=0.038). Our results suggest that the significant increase in urinary 1-OHPG in the exposed workers is due to higher prevalence of smokers among them, and that the association between urinary PAH metabolites and aromatic DNA adducts in workers of industrial waste handling may be modulated by GSTMI genotype. There results remain to be confirmed in future larger studies.

  • PDF

Factors Affecting Nursing Students' Adjustment to College Life (간호대학생의 대학생활 적응에 대한 영향요인)

  • Han, Jong-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.16 no.7
    • /
    • pp.4459-4466
    • /
    • 2015
  • This study was conducted to identify the factors that influence nursing students' adjustment to college life. Self-report questionnaire surveys were conducted toward 333 South Korean nursing students to measure emotional intelligence, perfectionistic self-presentation, and clinical stress. Data were collected from October 20th to December 8th, 2014. The collected data were analyzed by using t-test, one way ANOVA, Pearson correlation coefficient, and multiple linear regression analysis. The results indicated that emotional intelligence, religion, perfectionistic self-presentation significantly influenced on the adjustment to college life and the explanatory power of the model was 27.2%. Based on the study results, we suggest that it is necessary to develop and apply the educational strategy to improve the emotional intelligence for the adjustment to college life.

Development of an Evaluation Instrument for Service Quality in Nursing Homes (노인요양시설 서비스 질 평가 도구 개발)

  • Lee, Ji-A;Ji, Eun-Sun
    • Journal of Korean Academy of Nursing
    • /
    • v.41 no.4
    • /
    • pp.510-519
    • /
    • 2011
  • Purpose: The purposes of this study were to identify the factors influencing service quality in nursing homes, and to develop an evaluation instrument for service quality. Methods: A three-phase process was employed for the study. 1) The important factors to evaluate the service quality in nursing homes were identified through a literature review, panel discussion and focus group interview, 2) the evaluation instrument was developed, and 3) validity and reliability of the study instrument were tested by factor analysis, Pearson correlation coefficient, Cronbach's ${\alpha}$ and Cohen's Kappa. Results: Factor analysis showed that the factors influencing service quality in nursing homes were healthcare, diet/assistance, therapy, environment and staff. To improve objectivity of the instrument, quantitative as well as qualitative evaluation approaches were adopted. The study instrument was developed with 30 items and showed acceptable construct validity. The criterion-related validity was a Pearson correlation coefficient of .85 in 151 care facilities. The internal consistency was Cronbach's ${\alpha}$=.95. Conclusion: The instrument has acceptable validity and a high degree of reliability. Staff in nursing homes can continuously improve and manage their services using the results of the evaluation instrument.

RADIOLOGIC VARIABLES AFFECTING EXTRACTION OF I MPATCTED MANDIBULAR THIRD MOLARS (매복 하악 제3대구치의 외과적 발거에 영향을 미치는 방사선학적 변수)

  • Kim, Dong-Hyun;Park, Sung-Bin;Chang, Ic-Jun;Song, Jae-Chul;Chin, Byung-Rho
    • Maxillofacial Plastic and Reconstructive Surgery
    • /
    • v.23 no.3
    • /
    • pp.238-243
    • /
    • 2001
  • Purpose : The purpose of this study was to determine radiologic variables affecting extraction of impacted mandibular third molar. Materials and Methods : This study was investigated on 44 consecutive extractions of unilateral impacted mandibular third molars (Male;34, Female;10, Mean age;24.98, Age range;19-35). Fourteen radiologic variables, which were actual value except only one, were evaluated to establish their relation to the operation time. The Pearson correlation coefficient and Stepwise procedures for regression analysis were carried out. Results : Eight variables (depth, angulation, ramus width, relationship to the second molar, distal ramus depth, mesial ramus depth, mesial periodontal ligament width and follicle) showed a statistically significant relation to the operation time(Pearson correlation coefficient, p<0.05). Two variables, depth and mesial periodontal ligament width, showed the most powerful and just relation to the operation time($r^2$ = 0.349, p<0.05). Conclusion : This study shows that our results can help general practioner to estimate the operation time of extraction of impacted mandibular third molars by measuring two radiologic variables ; depth and mesial periondontal ligament width.

  • PDF

A Study on Female Sexual Dysfunction, Sexual Distress, Sexual Attitude and Knowledge in Korean Women (여성의 성기능 장애와 성 스트레스, 성태도 및 성지식과의 관계 연구)

  • Bae, Jeong-Yee
    • Women's Health Nursing
    • /
    • v.10 no.4
    • /
    • pp.342-350
    • /
    • 2004
  • Purpose: It has been suggested that approximately 40% of women between 40 and 64 years of age cease their sexual activity. The aim of this study was to establish the basic data for FSD(female sexual dysfunction) and FSD-related factors in regional urban and rural areas of Korea. Method: Three hundred twenty five women over 20 years of age and resident in regional urban and rural areas were analyzed by a visit survey with an organized questionnaire. The female sexual function index(FSFI) for measurement of sexual dysfunction was used. The significance between the degree of sexual dysfunction and characteristics of the participants was analyzed by a t-test and ANOVA test. The relationship between the degree of sexual dysfunction and related factors was analyzed by Pearson's correlation coefficient. Results: All analyzing tools including the FSFI had a high validity for measuring. The FSFI in Korean women was $19.97{\pm}4.87$ and ranged from 2 to 29. Old age, menopause, medication, no contraception usage and longer marital duration were significantly related with a lower FSFI score. Pearson's correlation coefficient revealed the significance in degrees of sexual distress (r=-.469, p=.000), sexual attitude(r=.305, p=.000) and a stressful life event(r= -.141, p=.038) with the sexual function index score. Conclusion: Women with sexual dysfunction should be evaluated for these sexual function-related factors in the history taking, and this data can be a basis for study for sexual dysfunction.

  • PDF

Improving Performance of Jaccard Coefficient for Collaborative Filtering

  • Lee, Soojung
    • Journal of the Korea Society of Computer and Information
    • /
    • v.21 no.11
    • /
    • pp.121-126
    • /
    • 2016
  • In recommender systems based on collaborative filtering, measuring similarity is very critical for determining the range of recommenders. Data sparsity problem is fundamental in collaborative filtering systems, which is partly solved by Jaccard coefficient combined with traditional similarity measures. This study proposes a new coefficient for improving performance of Jaccard coefficient by compensating for its drawbacks. We conducted experiments using datasets of various characteristics for performance analysis. As a result of comparison between the proposed and the similarity metric of Pearson correlation widely used up to date, it is found that the two metrics yielded competitive performance on a dense dataset while the proposed showed much better performance on a sparser dataset. Also, the result of comparing the proposed with Jaccard coefficient showed that the proposed yielded far better performance as the dataset is denser. Overall, the proposed coefficient demonstrated the best prediction and recommendation performance among the experimented metrics.

A Study for Spatial Distribution of Principal Pollutants in Daegu Area Using Air Pollution Monitoring Network Data (도시대기측정망 자료를 이용한 대구지역 대기오염물질의 공간분포에 관한 연구)

  • Ju, Jae-Hee;Hwang, In-Jo
    • Journal of Korean Society for Atmospheric Environment
    • /
    • v.27 no.5
    • /
    • pp.545-557
    • /
    • 2011
  • The objective of this study was to estimate the trends of each pollutant using the air pollution monitoring networks data from January 2005 to December 2008 in Daegu area. Also, the spatial characteristics of each pollutant were determined using the Pearson correlation coefficients and COD (coefficients of divergence). In this study, the trends of hourly, monthly, seasonal, and total average concentrations of each pollutant for the 10 sites were analyzed. The Ihyeon site showed highest concentration for the $SO_2$, $NO_2$, and PM10}. In the case of $O_3$, the Jisan site showed highest concentration among the other sites. Also, industrial area presented highest concentration for the $SO_2$, CO, and PM10. On the other hand, $NO_2$ showed highest in commercial area. The IDW (inverse distance weighting) method was used to estimate characteristics of spatial distribution. The results provide identify spatial distribution for each pollutant. Also, the Pearson correlation coefficients and COD values provide spatial variability among the monitoring sites. The COD of each pollutant showed very low values for all of the sites pairs. On the other hand, the Pearson correlation coefficients showed high values for all of the sites pairs. Finally, analysis of spatial variability can be used to characterize the spatial uniformity and similarity of concentrations from each pollutant.

Comparison of 2 root surface area measurement methods: 3-dimensional laser scanning and cone-beam computed tomography

  • Tasanapanont, Jintana;Apisariyakul, Janya;Wattanachai, Tanapan;Sriwilas, Patiyut;Midtbo, Marit;Jotikasthira, Dhirawat
    • Imaging Science in Dentistry
    • /
    • v.47 no.2
    • /
    • pp.117-122
    • /
    • 2017
  • Purpose: The aim of this study was to compare the use of 3-dimensional (3D) laser scanning and cone-beam computed tomography (CBCT) as methods of root surface measurement. Materials and Methods: Thirty teeth (15 maxillary first premolars and 15 mandibular first premolars) from 8 patients who required extractions for orthodontic treatment were selected. Before extraction, pre-treatment CBCT images of all the patients were recorded. First, a CBCT image was imported into simulation software (Mimics version 15.01; Materialise, Leuven, Belgium) and the root surface area of each tooth was calculated using 3-Matic (version 7.01, Materialise, Leuven, Belgium). After extraction, all the teeth were scanned and the root surface area of each extracted tooth was calculated. The root surface areas calculated using these 2 measurement methods were analyzed using the paired t-test (P<.05). Correlations between the 2 methods were determined by calculating the Pearson correlation coefficient. The intraclass correlation coefficient(ICC) was used to assess intraobserver reliability. Results: The root surface area measurements ($230.11{\pm}41.97mm^2$) obtained using CBCT were slightly greater than those ($229.31{\pm}42.46mm^2$) obtained using 3D laser scanning, but not significantly (P=.425). A high Pearson correlation coefficient was found between the CBCT and the 3D laser scanner measurements. The intraobserver ICC was 1.000 for 3D laser scanning and 0.990 for CBCT. Conclusion: This study presents a novel CBCT approach for measuring the root surface area; this technique can be used for estimating the root surface area of non-extracted teeth.

The Correlation Study of Spiritual Well-Being, Self-Control, Organizational Commitment for Prevention of Suicidal Attempt on Korean Soldiers (한국군 병사의 자살사고 예방을 위한 영적안녕, 자기통제, 조직몰입의 상관관계 연구)

  • Oh, Chung-Uk
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.15 no.7
    • /
    • pp.4157-4164
    • /
    • 2014
  • Aim: This study examined the correlation study of spiritual well-being, self-control, organizational commitment for the prevention of suicidal attempts by Korean soldiers. Methods: This study was non-experimental survey research design through a questionnaire containing 3 categories, spiritual well-being, self-control, organizational commitment with 599 subjects in the military in Korea. The data collected from the 1st to 28th of December, 2013, analyzed t-test, ANOVA and Pearson's correlation coefficient using the SPSS 18.0 program. Results: Spiritual well-being and self-control have a positive correlation with organizational commitment on object. Conclusion: To increase the organizational commitment of soldiers in the military, the importance of the spiritual well-being should be recognized as a health problem. In addition, it is also important to develop an educational program for achieving spiritual well-being, self-control on soldiers. This should make a healthier life for soldiers and contribute to society.

Influence on College Students' Depression of Anxiety, Unemployment Stress, and Self-esteem - Moderating Effect of Resilience - (대학생의 불안, 취업스트레스 및 자아존중감이 우울에 미치는 영향 -회복탄력성의 조절효과-)

  • Choi, Seung-Hye;Lee, Haeyoung
    • The Journal of the Korea Contents Association
    • /
    • v.14 no.10
    • /
    • pp.619-627
    • /
    • 2014
  • The purpose of this study is to investigate the levels of depression of the college students, and correlation of depression and anxiety, unemployment stress, self-esteem, and finally to explore the moderating effect of resilience between those variables. The participants of the survey were 298 college students. The data were analyzed with t-test, ANOVA test, Pearson correlation coefficient, and moderated multiple regression by SPSS Win 18.0. The major findings were as follow; students appear to have more depression when they are female, in 1st, 2nd, 4th grades than 3rd grade, and in a low economical status. Students' depression had a positive correlation with anxiety and unemployment stress, and had a negative correlation with self-esteem, resilience. In moderated multiple regression analysis, self-esteem and anxiety were influenced by resilience such as self-control ability. Therefore, the intervention strategies for decreasing depression of college students should include development of resilience, especially self-control ability in specific, besides control of the anxiety and unemployment stress.