• Title/Summary/Keyword: PEARSON CORRELATION COEFFICIENT

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Factors Affecting on Sleep Quality among Middle-aged Male Workers (중년 남성 근로자의 수면의 질에 미치는 영향요인)

  • Kim, Hye-Suk;Park, Eun-Hee
    • Journal of Digital Convergence
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    • v.15 no.12
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    • pp.615-623
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    • 2017
  • The purpose of this study was to investigate the factors affecting quality of sleep among middle-aged male workers. The participants of this study were 127 middle-aged male workers working in Jeonnam region, and the data were collected through self-reported structured questionnaire. Descriptive statics, t-test, one-way ANOVA, Pearson correlation coefficient and step wise multiple regression with SPSS/WIN 18.0 were used to analyze the data. According to the results, among the variables related to sleep quality, job stress showed a positive correlation, and job satisfaction showed a negative correlation. In addition, the factors such as job demands, occupational climate, job itself explained the quality of sleep at 24.5%. Based on the findings from the study, in order to improve the quality of sleep program for middle-aged male workers should be combined both strategies to increase job satisfaction and to decrease job stress. It is believed that the effort to reduce the amount of work needed to improve the quality of sleep will be necessary and the efforts among members of the organization will be necessary to establish a healthy workplace.

Relationship between maternal periodontal disease and Apgar score of newborns

  • Shirmohammadi, Adileh;Abdollahifard, Sedigeh;Chitsazi, Mohammad-Taghi;Behlooli, Sepideh
    • Journal of Periodontal and Implant Science
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    • v.42 no.6
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    • pp.212-216
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    • 2012
  • Purpose: The aim of this study was to evaluate the relationship between maternal periodontal disease and the health status of newborns using Apgar scores. Methods: One hundred pregnant women with periodontal disease were included in the case series and 100 pregnant women without periodontal disease were placed in the control group, respectively. The periodontal parameters of bleeding on probing (BOP), clinical attachment loss (CAL), probing depth (PD), birth weight, and Apgar scores were recorded in both groups. T-tests and Pearson's correlation coefficient were used to determine the birth weight odds ratio to analyze the relationship between the periodontal parameters of BOP, CAL, and PD on the one hand and an Apgar score of less than 7. An unpaired Student's t-test was used to analyze differences in means between the case and control groups using SPSS ver. 13. Results: The means of the ages, periodontal pocket depths, attachment loss, areas with BOP, Apgar score in the first 5 minutes and infant birth weight exhibited statistically significant differences between the case and control groups. The ratio of an Apgar score of <7 to periodontal disease was 3.14; the ratio of low birth weight risk in mothers with periodontal disease to that in mothers without periodontal disease was 2.74. Pearson's correlation coefficient revealed a significant correlation between the infant birth weight and BOP, CAL, and PD of the mother. In addition, there was a significant correlation between the Apgar score and BOP, CAL, and PD and also between the Apgar score and infant birth weight. Conclusions: The results of this study showed a significant relationship between periodontal disease and infant birth weight; in addition, there was a significant relationship between the periodontal indexes of BOP, CAL, and PD on the one hand and the Apgar score on the other.

Optimal sensor placement for cable force monitoring using spatial correlation analysis and bond energy algorithm

  • Li, Shunlong;Dong, Jialin;Lu, Wei;Li, Hui;Xu, Wencheng;Jin, Yao
    • Smart Structures and Systems
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    • v.20 no.6
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    • pp.769-780
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    • 2017
  • Cable force monitoring is an essential and critical part of the safety evaluation of cable-supported bridges. A reasonable cable force monitoring scheme, particularly, sensor placement related to accurate safety assessment and budget cost-saving becomes a major concern of bridge administrative authorities. This paper presents optimal sensor placement for cable force monitoring by selecting representative sensor positions, which consider the spatial correlativeness existing in the cable group. The limited sensors would be utilized for maximizing useful information from the monitored bridges. The maximum information coefficient (MIC), mutual information (MI) based kernel density estimation, as well as Pearson coefficients, were all employed to detect potential spatial correlation in the cable group. Compared with the Pearson coefficient and MIC, the mutual information is more suitable for identifying the association existing in cable group and thus, is selected to describe the spatial relevance in this study. Then, the bond energy algorithm, which collects clusters based on the relationship of surrounding elements, is used for the optimal placement of cable sensors. Several optimal placement strategies are discussed with different correlation thresholds for the cable group of Nanjing No.3 Yangtze River Bridge, verifying the effectiveness of the proposed method.

Reliability and validity of the patellofemoral disability index as a measure of functional performance and subjective pain in subjects with patellofemoral pain syndrome

  • Alshaharani, Mastour Saeed;Lohman, Everett Bernell;Bahjri, Khaled;Harp, Travis;Alameri, Mansoor;Daher, Noha S.
    • Physical Therapy Rehabilitation Science
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    • v.7 no.2
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    • pp.61-66
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    • 2018
  • Objective: Patellofemoral pain syndrome (PFPS) is a condition that is characterized by patellar discomfort or pain that is aggravated during certain activities such as ascending/descending stairs. The Patellofemoral Disability Index (PDI) was developed to assess the effect of pain on functional activities in individuals with PFPS. The objectives of the current study were to determine the internal consistency, test-retest reliability, and validity of this index. Design: Cross-sectional study. Methods: Forty-one subjects who had PFPS with a mean age of $28.8{\pm}5.0years$ and a mean body mass index of $25.6{\pm}4.7kg/m^2$ participated in the study. All subjects were concurrently enrolled in a clinical trial for which they were instructed to complete hamstring-resistance exercises for 4 weeks. Over the course of the intervention, they completed both the PDI and the Oswestry Disability Index (ODI) at baseline after two weeks, and after four weeks. Pearson correlation coefficient was used to assess the criterion validity. Cronbach's ${\alpha}$ was used to examine the internal consistency. Intraclass correlation coefficients with 95% confidence interval were computed to examine test-retest reliability. Results: Subjects' responses within both the PDI and the ODI yielded Pearson correlation coefficient values that were positive and highly significant (range, 0.73-0.97; p<0.001). There was a high level of internal consistency (Cronbach's ${\alpha}{\geq}0.8$), with the exception of stair climbing (Cronbach's ${\alpha}=0.65$). Intraclass correlation ranged from 0.87 to 0.92, indicating high levels of test-retest reliability. Conclusions: The PDI is a valid, reliable, and feasible method of assessing pain and functional ability in patients with PFPS.

Effect of Ego-resiliency and Career consciousness maturity of Nursing students on Job-seeking stress (간호대학생의 자아탄력성과 진로의식성숙이 취업스트레스에 미치는 영향)

  • Lee, Joo-Yeon
    • Journal of Digital Convergence
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    • v.20 no.4
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    • pp.483-490
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    • 2022
  • In this study, the relationship between ego-resiliency, career consciousness maturity, and job-seeking stress of nursing students was investigated. For this study, data were collected from October 22 to November 21, 2021. Therefore, general characteristics, job-seeking characteristics, ego-resilience, career consciousness maturity, job-seeking stress were investigated by applying a structured questionnaire targeting 187 nursing students. Descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and Multiple regression data were analyzed using program IBM SPSS21.0. In the study results, ego-resilience had a positive correlation with career consciousness maturity, and career consciousness maturity had a negative correlation with job-seeking stress. The factor affecting job-seeking stress was the maturity of career consciousness, and the influence was 43%. Based on the research results, It is necessary to develop and apply job-seeking support programs in education so that nursing students can reduce job-seeking stress and make positive career plans.

A Study on the Relation between Human Rights Awareness, Empathy, and Multicultural Acceptability among Nursing Students (간호대학생의 인권의식, 공감능력 및 다문화수용성과의 관계)

  • Myeong-Ja Seo;Yun-Jeong Oh;Eun-Mi Lee
    • Journal of Industrial Convergence
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    • v.21 no.12
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    • pp.123-129
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    • 2023
  • This study was attempted to identify and correlate the degree of human rights awareness, empathy, and multicultural acceptance of nursing students. The data of this study were collected from 175 nursing students at a university in G City from October 11, 2022 to November 5, 2022. The collected data were analyzed using t-test, Pearson's correlation coefficient using the SPSS/WIN 22.0 Program. The results of this study are as follows. The human rights consciousness of nursing students differed significantly depending on the presence or absence of nursing ethics education and the presence or absence of foreign or migrant friends. As a result of this study, human rights awareness had a significant correlation with empathy, but there was no significant correlation between human rights awareness and multicultural acceptance, and empathy and multicultural acceptance. The results of this study will contribute to nursing education to contribute to strengthening the competence of nursing students as professionals.

Correlation Between the Osmolar Gap and Serum Ethanol Level and the Accuracy of Estimated Ethanol Level in Trauma Patients and Non-Trauma Patients (외상 환자와 비외상 환자에서 삼투압차와 에탄올 농도의 상관관계 및 추정 에탄올 농도의 정확도)

  • Chang, Hyung Woo;Sim, Min Seob;Han, Sang Kuk;Song, Hyoung Gon
    • Journal of Trauma and Injury
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    • v.22 no.2
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    • pp.148-153
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    • 2009
  • Purpose: The osmolar gap increases in proportion to the ethanol level. Some previous studies have shown that the correlation between the osmolar gap and the ethanol level is weak in trauma patient by using an indirect comparison with other patients. We conducted a direct comparison of the correlation of the osmolar gap to the ethanol level between trauma patients and non-trauma patients. We also analyzed the accuracy of the estimated ethanol level between the two groups. Methods: The research candidates were adult patients who had visited the emergency department of our hospital from December 2003 to November 2008. By using a retrospective chart review, we classified them into three subgroups: non-trauma without shock, trauma without shock, and trauma with shock. In each group, we compared the correlation between the osmolar gap and the measured ethanol level, and we analyzed the accuracy of the estimated ethanol level by using Lin's concordance correlation coefficient. Results: Four hundred forty-seven patients were enrolled in this study. For correlation of the osmolar gap and the measured ethanol level, Pearson's correlation coefficient was 0.916 in all patients, 0.939 in non-trauma without shock patients, 0.917 in trauma without shock patients, and 0.844 in trauma with shock patients. In the analysis of the accuracy of the estimated ethanol level by using Lin's concordance correlation coefficient, the accuracy in trauma with shock patients was lower than that in non-trauma without shock patients. Conclusion: We found that the correlation between the osmolar gap and the measured ethanol level in the patient group with trauma was lower than it was in the patient group without trauma. Moreover trauma patients with shock had a lower accuracy of the estimated ethanol level than non-trauma patients.

Correlation Analysis between Terra/Aqua MODIS LST and Air Temperature: Mainly on the Occurrence Period of Heat and Cold Waves (Terra/Aqua MODIS LST와 기온과의 상관성 분석: 한파 및 폭염 발생 기간을 중심으로)

  • CHUNG, Jee-Hun;LEE, Yong-Gwan;LEE, Ji-Wan;KIM, Seong-Joon
    • Journal of the Korean Association of Geographic Information Studies
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    • v.22 no.4
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    • pp.197-214
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    • 2019
  • In this study, the correlation analysis was conducted between observed air temperature (maximum, minimum, and mean air temperature) and the daytime and nighttime data of Terra/Aqua MODIS LST(Moderate Resolution Imaging Spectroradiometer Land Surface Temperature) for 86 weather stations. All the data of the recent 11 years from 2008 to 2018 were prepared with daily base. In particular, the characteristics of the cold and heat waves incidence period in 2018 were analyzed. The correlation analysis was performed using the Pearson correlation coefficient(R) and root mean square error(RMSE). As a result of time series analysis, the trend between observed air temperature and MODIS LST were similar, showing the correlation above 0.9 in maximum temperature, above 0.8 in mean and minimum temperature. Especially, the maximum temperature was found to have the highest accuracy with Terra MODIS LST daytime, and the minimum temperature had the highest correlation with Terra MODIS LST nighttime. During the cold wave period, both Terra and Aqua MODIS LST showed higher correlations with nighttime data than daytime data. For the heat wave period, the Aqua MODIS LST daytime data was good, but the overall R was below 0.5. Additional analysis is necessary for further study considering such as land cover and elevation characteristics.

A Correlation Study among Acoustic Parameters of MDVP, Praat, and Dr. Speech (MDVP와 Praat, Dr. Speech간의 음향학적 측정치에 관한 상관연구)

  • Yoo, Jae-Yeon;Jeong, Ok-Ran;Jang, Tae-Yeoub;Ko, Do-Heung
    • Speech Sciences
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    • v.10 no.3
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    • pp.29-36
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    • 2003
  • The purposes of this study was to conduct a correlational analysis among $F_^{0}$, Jitter, Shimmer, and NHR (HNR), and NNE estimated by three speech analysis softwares, MDVP, Praat and Dr. Speech. Thirty females and 15 males with normal voice participated in the study. We used Sound Forge 6.0 to record their voice. MDVP, Praat and Dr. Speech were used to measure the acoustic parameters. The Pearson correlation coefficient was determined through a statistical analysis. The results came out as follows: Firstly, there was a strong correlation between $F_^{0}$ and Shimmer of both instruments. However, there was no correlation between Jitter of both instruments. Secondly, Shimmer showed a stronger correlation with HNR, NHR, and NNE than Jitter. Therefore, Shimmer was considered to be more useful and sensitive parameter to identify dysphonic voice compared to jitter.

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The Study for Correlation Among Auditory Development and Language Development of Children with Hearing Impairment (청각장애 아동의 청능발달과 언어발달간의 상관관계 연구)

  • Park, Sang-Hee;Kwon, Young-Ju
    • Speech Sciences
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    • v.10 no.4
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    • pp.255-261
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    • 2003
  • The purpose of this study was to investigate correlation of auditory development and language development of children with hearing impairment Eighteen subjects with severe or profound hearing loss participated in this study. They were 22-to 55-month-olds who had hearing parents with no additional disabling conditions. The test material was the Meaningful Auditory Integration Scale (MAIS) and MacArthur Communicative Development Inventory-Korea (MCDI-K). A Pearson Correlation Coefficient was determined through a statistical analysis. The results followed as; firstly there was a strong correlation between auditory development and receptive language development. Secondly, there was a strong correlation between receptive language development and expressive language development. Finally, there was a strong correlation between auditory development and education onset time. Therefore, auditory training is important method for auditory rehabilitation and education onset time is important variation for auditory development.

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