• Title/Summary/Keyword: mean test statistic

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Optimal design of a nonparametric Shewhart-Lepage control chart (비모수적 Shewhart-Lepage 관리도의 최적 설계)

  • Lee, Sungmin;Lee, Jaeheon
    • Journal of the Korean Data and Information Science Society
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    • v.28 no.2
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    • pp.339-348
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    • 2017
  • One of the major issues of statistical process control for variables data is monitoring both the mean and the standard deviation. The traditional approach to monitor these parameters is to simultaneously use two seperate control charts. However there have been some works on developing a single chart using a single plotting statistic for joint monitoring, and it is claimed that they are simpler and may be more appealing than the traditonal one from a practical point of view. When using these control charts for variables data, estimating in-control parameters and checking the normality assumption are the very important step. Nonparametric Shewhart-Lepage chart, proposed by Mukherjee and Chakraborti (2012), is an attractive option, because this chart uses only a single control statistic, and does not require the in-control parameters and the underlying continuous distribution. In this paper, we introduce the Shewhart-Lepage chart, and propose the design procedure to find the optimal diagnosis limits when the location and the scale parameters change simultaneously. We also compare the efficiency of the proposed method with that of Mukherjee and Chakraborti (2012).

A Study on the Relation Between the Perceived Social Support and Self-Care Agency of High School Students (일 고등학교 학생이 지각한 사회적 지지와 자가간호역량과의 관계 연구)

  • Choi, In-Ryoung;Lee, Gwang-Sook
    • Journal of the Korean Society of School Health
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    • v.14 no.2
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    • pp.237-248
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    • 2001
  • This study was designed to identify the relation between the Perceived Social Support and the Self-care Agency of high school students in a rural area. The subjects for this study were 250 students living in Chonnam province: among first grade, second grade and third grade students were 98, 89 and 63 respectively. The data were collected during the period from April 2 to 4, 2001. The instruments used in this study were the Generally Perceived Social Support Scale developed by Park, J. W.(1985) and Self-Care Agency Questionnarie developed by Deneys(1981). The data were analyzed by descriptive statistic, t-test, ANOVA, and Pearson's correlation using the SAS PC+ Program. The results were as follows: 1. The mean score of the Perceived Social Support was 3.19. 2. The mean score of the Self-care Agency was 2.65. 3. There was a significant differences in school year(F=3.11, p=.046), educational level of the father(F=3.41, p=.035) that of the mother(F=4.07, p=.019), and economic status(F=8.99, p=.000), school performance(F=16.37, p=.000) from Perceived Social Support between general characteristics. 4. There was a significant differences in economic status(F=4.55, p=.004), school performance(F=6.72, p=.002) from self care agency between general characteristics. 5. The relation between the score of the Perceived Social Support and Self-care Agency was significant(r=.49, p=.0001). The relation between the score of the direct Perceived Social Support and Self-care Agency was significant(r=.50, p=.0001) and the relation between the score of the indirect Perceived Social Support and Self-care Agency was also significant(r=.40, p=.0001). In conclusion, it was found that higher score of the Social Support was a higher level of the Self-care Agency, especially the direct Perceived Social Support. The score of the Social Support and Self-care Agency was significantly differentiated according to economic status and school performance.

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A Meta-Analysis on the Solution Focused Group Program Effects for Elementary School Children (초등학생을 위한 해결중심 집단상담프로그램의 효과에 관한 메타분석)

  • Park, Jung-Im
    • The Journal of the Korea Contents Association
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    • v.14 no.11
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    • pp.476-485
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    • 2014
  • This study was to examine the effectiveness of the Solution Focused Group Counseling Program for elementary school students by meta-analysis. For the purpose of the study, master's theses, doctoral dissertations, and journal articles published in Korea up to May, 2014 were systematically reviewed. As a result, a total of 20 studies were eligible for the inclusion criteria. The mean effect sizes and test for homogeneity of effect size (Q-statistic) were analyzed by using Comprehensive Meta-Analysis software 2.0. The main findings of the study were as follows: First, the average effect sizes for Solution Focused Group Counseling Program were ES=1.61 in self-esteem, ES=1.35 in school adjustment capacity, ES=1.07 in interpersonal relationship and ES=1.03 in self-efficacy, Second, the statistically significant moderate variables of the effect size for the Solution Focused Group Counseling Program were 'sessions' of self-esteem and 'sessions', 'running times' in school adjustment capacity. Based on the study results, the research and practice implications were discussed.

A Study on the Relationship between the Meaning of life and Spiritual distress in Arthritis (관절염 환자의 삶의 의미와 영적고통과의 관계)

  • Han, Joo-Eun;Kang, Kyoung-Ah
    • Journal of muscle and joint health
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    • v.7 no.1
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    • pp.77-88
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    • 2000
  • The arthritis patients suffer from psychological, social and spiritual problems as well as physical problems because the arthritis is not curable and has chronic pain, joint deformity, limitation of activity and physical dysfunction for all of his life. Especially if they do not find the meaning in their lives, they will experience spiritual distress seriously. Therefore, it is important that nurses help the patients to find the meaning in their lives and to reduce spiritual distress. The purpose of this study is to provide a basis for nursing intervention strategies to minimize the arthritis patients' spiritual distress and understand the relationship between the meaning of life and the spiritual distress in arthritis patients. The samples were composed of 157 arthritis patients. Data collection was carried out from October 1, 1998 to February 28, 1999. Data were analyzed using a SAS program for descriptive statistic, Pearson correlation, t-test, ANOVA, linear regression. The results were as follow; 1. The scores on the meaning of life scale ranged from 51 to 130 with a mean of 93. 2. The scores on the spiritual distress scale ranged from 26 to 91 with a mean of 60. 3. There were significant correlations between the meaning of life and the spiritual distress(r=.53, p=.00). 4. The linear regression analysis showed that the meaning of life explained 13% of the spiritual distress. 5. In the degree of the meaning of life and the spiritual distress according to the general characteristics, the level of the meaning of life in arthritis patients was different by the duration of incidence(F=2.71, p=.03). In conclusion, the nursing intervention strategies to reduce the spiritual distress in arthritis patients must take into account the meaning of life.

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A Meta-Analysis on the Effect of Positive Psychology Group Program (긍정심리 집단프로그램의 효과성에 관한 메타분석연구)

  • Park, Jung-Im
    • The Journal of the Korea Contents Association
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    • v.15 no.10
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    • pp.205-213
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    • 2015
  • This study was to examine the effectiveness of Positive Psychology Group Program in Korea by using method of meta-analysis. For the purpose of the study, master's theses, doctoral dissertations, and journal articles published in Korea up to June, 2015 were systematically reviewed. As a result, a total of 26 studies were eligible for the inclusion criteria. The mean effect sizes and test for homogeneity of effect size(Q-statistic) were analyzed by using Comprehensive Meta-Analysis software 2.0. The main findings of the study were as follows. First, the average effect sizes for Positive Psychology Group Program were ES=2.078 of happiness, ES= 1.847 of psychological well-being, ES= 1.645 of positive affect, ES=1.407 of life satisfaction ES=1.289 of self-esteem and ES=-1.208 of depressive symptoms. Second, the moderate variables of the effect size for Positive Psychology Group Program was 'age' of 'psychological well-being' and 'depressive symptoms'. Based on the study results, the research and practice implications were discussed.

Comparative analysis of the global solar horizontal irradiation in typical meteorological data (표준기상데이터의 일사량 데이터 비교 분석)

  • Yoo, Ho-Chun;Lee, Kwan-Ho;Kang, Hyun-Gu
    • Journal of the Korean Solar Energy Society
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    • v.29 no.6
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    • pp.102-109
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    • 2009
  • The research on meteorological data in Korea has been carried out but without much consistency and has been limited to some areas only. Of relatively more importance has been the area in the utilization of the solar energy, however, the measurement of the global solar horizontal irradiation has been quite limited. In the current study, the actually measured value of the global solar horizontal irradiation from the meteorological data and the theoretically calculated value of the global solar horizontal irradiation from the cloud amount will be analyzed comparatively. The method of analysis will employ the standard meteorological data drafted by the Korean Solar Energy Society, the standard meteorological data from the presently used simulation program and the corresponding results have been compared with the calculated value of the global solar horizontal irradiation from the cloud amount. The results of comparing the values obtained from MBE(Mean Bias Error), RMSE(Root Mean Squares for Error), t-Statistic methods and those from each of the standard meteorological data show that the actually measured value of the meteorological data which have been converted into standard meteorological data with the help of the ISO TRY method give the monthly average value of the global solar horizontal irradiation. These values compared with the monthly average value from the IWEC from the Department of Energy of the USA show that the value of the global solar horizontal irradiation in the USA is quite similar. In the case of the values obtained from calculation from the cloud amount, the weather data provided by TRNSYS, except only slight difference, which means that the actually measured values of the global solar horizontal irradiation are significant. This goes to show that in the case of Korea, the value of the global solar horizontal irradiation provided by the Korea Meteorological Administration is will be deemed correct.

A Meta-Analysis on the Effect of the Strengths-Focused Group Program (강점중심 집단프로그램의 효과성에 관한 메타분석연구)

  • Park, Jung-Im
    • The Journal of the Korea Contents Association
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    • v.16 no.12
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    • pp.530-538
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    • 2016
  • This study was to examine the effectiveness of Strengths-Focused Group Program in Korea by using method of Meta-analysis. For the purpose of the study, master's theses, doctoral dissertations, and journal articles published in Korea up to August, 2016 were systematically reviewed. As a result, a total of 25 studies were eligible for the inclusion criteria. The mean effect sizes and test for homogeneity of effect size(Q-statistic) were analyzed by using Comprehensive Meta-Analysis software 2.0. The main findings of the study were as follows. First, the average effect sizes for Strengths-Focused Group Program were ES=1.400 of Psychological Wellbeing, ES= 1.104 of School Adjustment, ES= 0.908 of Self-Esteem. Second, the moderate variables of the effect size for Strengths-Focused Group Program was 'age' of ' a characteristic of the program', and 'the major of group leader'. Based on the study results, the research and practice implications were discussed.

The Relations of Stress, Job Satisfaction, Organizational Commitment and Turnover Intention in Medical Technicians (의료기술직의 스트레스, 직무만족, 조직몰입 및 이직의도 간의 관계)

  • Yang, Jong-Hyun
    • Journal of Digital Convergence
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    • v.14 no.7
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    • pp.233-241
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    • 2016
  • The aim of this study was to analyze relations of stress, job satisfaction, organizational commitment and turnover intention in medical technicians. The subjects were 468 medical technicians in 10 general hospitals. Data were collected using a structured questionnaire from July 1, 2015 to August 30, 2015 and analyzed with descriptive statistics, ANOVA, t-test, Pearson's correlation, Hierarchical multiple regression analysis. The mean score of stress level was $2.62{\pm}0.69$, satisfaction level $2.92{\pm}0.62$, organizational commitment $3.37{\pm}0.63$, and turnover intention $2.97{\pm}0.68$. We found the positive correlations of turnover intention with stress. There were negative correlations among job satisfaction, organizational commitment and turnover intention. These results showed that medical technicians were needed to minimize stress in order to maintain job satisfaction, organizational commitment and decrease turnover intention.

The Relationship between Academic Stress and Cyberbullying Tendency among College Students: The Mediating Role of Self-Control (대학생의 학업스트레스와 사이버불링 경향성과의 관계: 자기통제력의 매개 효과)

  • Seol, Pil-Ran;Lee, Sung-Hee
    • The Journal of the Korea Contents Association
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    • v.21 no.11
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    • pp.576-585
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    • 2021
  • This study was a descriptive research study to examine the factors influencing cyberbullying tendency among college students. The data used in this study were collected from July 31 to August 13, 2020, from 396 students attending universities across South Korea. The collected data were analyzed using frequency, percentage, mean, standard deviation, Pearson correlation coefficients, PROCESS macro model 4, Bootstrap, Sobel test using IBM SPSS Statistics version 20.0 and PROCESS macro for SPSS. The results of this study are as follows. First, there was a significantly negative correlation between academic stress and self-control (r=-.246, p<.001). There was also a positive correlation between academic stress and cyberbullying tendency, but it was not significant (r=.096, p=.055). Second, the mediation effect of self-control is significant between academic stress and cyberbullying tendency (R2=.039, p<.001). Therefore, Academic stress and self-control should be considered in the development of cyberbullying prevention programs, and further research is also needed to verify the effectiveness of the cyberbullying prevention program based on this study.

A spectrum based evaluation algorithm for micro scale weather analysis module with application to time series cluster analysis (스펙트럼분석 기반의 미기상해석모듈 평가알고리즘 제안 및 시계열 군집분석에의 응용)

  • Kim, Hea-Jung;Kwak, Hwa-Ryun;Kim, Yu-Na;Choi, Young-Jean
    • Journal of the Korean Data and Information Science Society
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    • v.26 no.1
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    • pp.41-53
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    • 2015
  • In meteorological field, many researchers have tried to develop micro scale weather analysis modules for providing real-time weather information service in the metropolitan area. This effort enables us to cope with various economic and social harms coming from serious change in the micro meteorology of a metropolitan area due to rapid urbanization such as quantitative expansions in its urban activity, growth of population, and building concentration. The accuracy of the micro scale weather analysis modules (MSWAM) directly related to usefulness and quality of the real-time weather information service in the metropolitan area. This paper design a evaluation system along with verification tools that sufficiently accommodate spatio-temporal characteristics of the outputs of the MSWAM. For this we proposes a test for the equality of mean vectors of the output series of the MSWAM and corresponding observed time series by using a spectral analysis technique. As a byproduct, a time series cluster analysis method, using a function of the test statistic as the distance measure, is developed. A real data application is given to demonstrate the utility of the method.