• Title/Summary/Keyword: ${\chi}^2$-test

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Extracting the Risk Factor of Ground Excavation Construction and Confidence Analysis using Statistical Test Procedure (지반굴착공사 위험요소 도출 및 통계적 검정 방법을 통한 신뢰성 분석)

  • Kim, Dong-Min;Kim, Woo-Seok;Baek, Yong
    • Journal of Korean Society of Disaster and Security
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    • v.10 no.1
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    • pp.11-17
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    • 2017
  • The case study on ground subsidence was conducted and the cause of ground subsidence was evaluated, main cause were insufficient site exploration, inaccurate strength parameters, defective temporary wall, insufficient reaction for boiling and heaving, excessive excavation and so on. Risk factors during excavation were identified from the cause of ground subsidence and risk factors were site exploration, selecting excavation method, structure analysis, measurement plan, excavation method construction, underground water level change, natural disaster and construction management. The survey of the experts on risk factors identified was conducted to evaluate the importance of risk factors, and confidence analysis was performed to evaluate the significance level between survey result and survey respondent using Chi-square Test.

Preventive Behavior and Health Belief about Hepatitis A of Adults in their Twenties to Thirties (20~30대 성인의 A형 간염 건강신념과 예방행위)

  • Park, Ju-Young
    • Korean Journal of Adult Nursing
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    • v.23 no.4
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    • pp.403-411
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    • 2011
  • Purpose: This study was designed to identify the relationship between preventive behavior and health belief about Hepatitis A among young adults. Methods: The sample consisted of 197 participants between the ages of twenty and forty. The data were collected from May 3 to May 30 2011 and analyzed using descriptive statistics, t-test, ${\chi}^2$-test, and Pearson correlation coefficients. Preventive Behavior's Scale about Hepatitis A and Health Belief's Scale about Hepatitis A were used for data collection. Results: The mean scores of health behavior ($2.97{\pm}0.34$) and preventive behavior ($2.46{\pm}0.30$) about Hepatitis A were about average degree. The participant's characteristics with preventive behavior were significantly different according to type of residence (${\chi}^2$=4.74, p =.040), experience of obtained knowledge about Hepatitis A (${\chi}^2$=5.68 p =.018) and attitude about Hepatitis A (${\chi}^2$=15.20, p<.001). Significant correlations were found between health behavior and preventive behavior with Hepatitis A (r=.20, p =.005). The preventive behavior had a significant positive correlation with susceptibility (r=.22, p =.001), severity (r=.17, p =.015), and benefit (r=.32, p<.001) towards Hepatitis A as the details of the health belief. Conclusion: These findings indicate that health belief may be necessary to improve compliance with preventive behavior on Hepatitis A among young adults. It is necessary to develop the strategy of reinforcing health belief in complying with preventive behavior for preventing the occurrence of Hepatitis A.

Comparison of Subjective Symptoms, Physical Fitness, Depression and Self-efficacy before and after Tai Chi in Patients with Rheumatoid Arthritis: Based on 3 Years' Data (태극권 운동이 류마티스관절염 환자의 주관적 증상, 체력, 우울 및 자기효능감에 미치는 효과: 3개년 자료를 바탕으로)

  • Son, Jung Tae;Hwang, Hye-Young
    • Journal of muscle and joint health
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    • v.25 no.3
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    • pp.230-239
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    • 2018
  • Purpose: The purpose of this study was to evaluate whether subjective symptoms, physical fitness, and emotional variables were improved after participating in a 6-week Tai Chi program in patients with rheumatoid arthritis. Methods: 23 rheumatoid arthritis patients participated in the Yang style Tai Chi for arthritis patients 90 minutes session conducted twice a week at the Arthritis Center of D University Hospital. The main outcome of current studies included self-reported scores of subjective symptoms(pain, sleep satisfaction, and fatigue), physical fitness tests, and depression (PHQ-9) and self-efficacy investigated with questionnaire before and after participating in Tai Chi. Results: After participating in Tai Chi, participants perceived lesser pain (t=2.61, p=.016) and fatigue (Z=-2.32, p=.020), and reported improved sleep satisfaction (t=-3.56, p=.002). In the physical fitness test, there were significant improvement in muscle strength (upper limb: t=-7.19, p<.001, lower limb: t=-4.86, p<.001), and balance (right t=-3.70, p=.001; left t=-2.30, p=.031). Depression (t=3.87, p=.001) and self-efficacy (Z=-3.44, p=.001) improved significantly after participating in Tai Chi. Conclusion: Tai Chi had beneficial effects on subjective symptoms and emotional variables as well as physical fitness. Therefore, the program could be recommended in the patients with rheumatoid arthritis.

Ljung-Box Test in Unit Root AR-ARCH Model

  • Kim, Eunhee;Ha, Jeongcheol;Jeon, Youngsook;Lee, Sangyeol
    • Communications for Statistical Applications and Methods
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    • v.11 no.2
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    • pp.323-327
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    • 2004
  • In this paper, we investigate the limiting distribution of the Ljung-Box test statistic in the unit root AR models with ARCH errors. We show that the limiting distribution is approximately chi-square distribution with the degrees of freedom only depending on the number of autocorrelation lags appearing in the test. Some simulation results are provided for illustration.

The Analysis of Association between Learning Styles and a Model of IoT-based Education : Chi-Square Test for Association

  • Sayassatov, Dulan;Cho, Namjae
    • Journal of Information Technology Applications and Management
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    • v.27 no.3
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    • pp.19-36
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    • 2020
  • The Internet of things (IoT) is a system of interrelated computed devices, digital machines and any physical objects which are provided with unique identifiers and the potential to transmit data to people or machine (M2M) without requiring human interaction. IoT devices can be used to monitor and control the electrical and electronic systems used in different fields like smart home, smart city, smart healthcare and etc. In this study we introduce four imaginary IoT devices as a learning support assistants according to students' dominant learning styles measured by Honey and Mumford Learning Styles: Activists, Reflectors, Theorists and Pragmatists. This research emphasizes the association between students' strong learning styles and a preference to appropriate IoT devices with specific characteristics. Moreover, different levels of IoT devices' architecture are clearly explained in this study where all the artificial devices are designed based on this structure. Data analysis of experiment were measured by the use of chi square test for association and research results showed the statistical significance of the estimated model and the impacts of each category over the model where we finally got accurate estimates for our research variables. This study revealed the importance of considering the students' dominant learning styles before inventing a new IoT device.

Related Factors of Smoking Cessation Success and Maintenance of Patients using Smoking Cessation Clinic at a Public Hospital : focused on patient demographics and smoking related factors (일개 공공병원 금연클리닉 이용 흡연 환자의 금연 성공 및 유지 요인 : 일반적 특성과 금연관련 특성 중심으로)

  • Hwang, Eun-Jeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.3
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    • pp.535-543
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    • 2019
  • This study was conducted to identify the factors related to the patient demographics and smoking factors on smoking cessation success and maintenance of subjects at the 6th and 12th week at a public hospital. This study utilized secondary data collected through the smoking cessation program of the 2014 public health care program, which is mediated for 6 weeks and checked for maintenance on the 12th week. The data were analyzed by the chi-square test, t-test and logistic regression analysis. There were 90 subjects in total, 85 men (94.45%) and 5 women (5.55%). The smoking success group and smoking failure group showed significant differences in family type (${\chi}^2=4.496$, p=0.037), education (${\chi}^2=12.253$, p=0.002), smoking amount per day before program (t=-2.906, p=0.005), and nicotine dependence before program (t=-3.081, p=0.003) after 6 weeks. Factors influencing smoking cessation success were religion (OR=3.719, 95% CI=1.076-12.859) and nicotine dependence before program (OR=0.713, 95% CI=0.520-0.976). Factors influencing smoking cessation maintenance were family type (OR=0.017, 95% CI=0.001-0.507) and no-smoking willingness (OR=2.062, 95% CI=1.059-4.015). For smoking cessation to be successful and sustainable, it is necessary to develop programs specific for the characteristics of the subjects; accordingly, continuous research and support are needed.

Analysis of Safety Consciousness 6th year in Elementary school (초등학교학생의 안전의식 실태분석 연구 - 6학년 학생들을 중심으로 -)

  • Han, Hyun-Sang;Son, Ki-Sang
    • Journal of the Korea Safety Management & Science
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    • v.13 no.1
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    • pp.59-68
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    • 2011
  • This study is to find out how much elementary school members have their consciousness against safety in their school. Simple questionnaire 1206 sheets have been distributed to the members and additional interview with teachers to take care of them. Statistically, frequency, and correlation analysis have been made and chi-test has also been made for data reliability. The results of these have been summarized as running on corridor with 53.4% in school safety, warming up exercise 45.2% in leisure safety, evacuation form classroom with 2.4% in fire safety, crossing around just in fromt or rear of vehicle with 61.2% in transportation safety. It is thought that safety training should be provided to more for man than for girl pupils and also, safety consciousness should be improved than all the other area.

The Effects of Tai Chi for Arthritis on Chronic Arthritic Pain of Senior Female : A Pilot Study (만성 관절 통증 여성 노인환자에 있어 관절염 태극권의 효과에 대한 pilot study)

  • Hwang, Eui-Hyoung;Kim, Jung-Hwan;Jang, In-Soo;Yang, Chang-Sop;Kang, Jun-Won
    • Journal of Korean Medicine Rehabilitation
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    • v.20 no.1
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    • pp.79-90
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    • 2010
  • Objectives : Tai Chi for arthritis was developed in 1997 by Paul Lam, M.D. of family medicine in Australia. It is an exercise treatment program and a good approaching method for arthritis. However its application is limited to arthritis of knee joint only. Even there have been no clinical study in korean traditional medical society. The aim of this study is to investigate effect of the Tai Chi for arthritis on chronic pain of body. Methods : We designed this trial as objectives were (1) senior female over 60 years, (2) suffering for osteoarthritis and chronic body pain, (3) have no physical or mental dysfunctions (4) able to walk and exercise alone. Objectives mactched these criteria had been trained the Tai Chi for arthritis 2 hours a day for 21 weeks. Before and after training, pain of 8 joints (neck, shoulder, elbow, wrist, waist, hip, knee, ankle) were estimated with the VAS(Visual Analog Scale). Results : Training the Tai Chi for arthritis relieved multiple joint pain(especially neck, lower back, shoulder, wrist and knee) and these were statistically significant. Conclusions : This study is a pilot study to investigate effect of the Tai Chi for arthritis on chronic pain of whole body. Absence of control group, and other scale to test joint function except VAS were limitations of this study. It is the first clinical approach about Tai Chi in korean medicine field, also the first study of Tai Chi for pain of the whole body.

Factors Affecting Clinical Practicum Stress of Nursing Students: Using the Lazarus and Folkman's Stress-Coping Model (간호대학생의 임상실습 스트레스 영향요인에 관한 경로분석: Lazarus와 Folkman의 스트레스-대처 모델 기반으로)

  • Kim, Sung Hae;Lee, JuHee;Jang, MiRa
    • Journal of Korean Academy of Nursing
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    • v.49 no.4
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    • pp.437-448
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    • 2019
  • Purpose: This study was conducted to test a path model for the factors related to undergraduate nursing students' clinical practicum stress, based on Lazarus and Folkman's stress-coping model. Methods: This study utilized a path analysis design. A total of 235 undergraduate nursing students participated in this study. The variables in the hypothetical path model consisted of clinical practicum, emotional intelligence, self-efficacy, Nun-chi, and nursing professionalism. We tested the fit of the hypothetical path model using SPSS/WIN 23.0 and AMOS 22.0. Results: The final model fit demonstrated a satisfactory statistical acceptance level: goodness-of-fit-index=.98, adjusted goodness-of-fit-index=.91, comparative fit index=.98, normed fit index=.95, Tucker-Lewis index=.92, and root mean square error of approximation=.06. Self-efficacy (${\beta}=-.22$, p=.003) and Nun-chi behavior (${\beta}=-.17$, p=.024) were reported as significant factors affecting clinical practicum stress, explaining 10.2% of the variance. Nursing professionalism (${\beta}=.20$, p=.006) and self-efficacy (${\beta}=.45$, p<.001) had direct effects on emotional intelligence, explaining 45.9% of the variance. Self-efficacy had indirect effects on Nun-chi understanding (${\beta}=.20$, p<.001) and Nun-chi behavior (${\beta}=.09$, p=.005) through emotional intelligence. Nursing professionalism had indirect effects on Nun-chi understanding (${\beta}=.09$, p=.005) and Nun-chi behavior (${\beta}=.09$, p=.005) through emotional intelligence. The variables for self-efficacy and nursing professionalism explained 29.1% of the Nun-chi understanding and 18.2% of the Nun-chi behavior, respectively. Conclusion: In undergraduate nursing education, it is important to identify and manage factors that affect clinical practicum stress. The findings of this study emphasize the importance of Nun-chi, self-efficacy, emotional intelligence, and nursing professionalism in the development of an educational strategy for undergraduate nursing students.

Effect of Sexual Attitude of Aged People on Sexual Life: Moderating Effect of General Characteristics (노인의 성태도가 성생활에 미치는 영향: 일반적 특성의 조절효과)

  • Shin, Sun Hwa;Park, Hyojung
    • Korean Journal of Adult Nursing
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    • v.26 no.3
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    • pp.320-329
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    • 2014
  • Purpose: The purpose of this study was to analyze the effect of sexual attitude among the elderly to their sexual life while exploring the moderating effect of general characteristics in the relationship between sexual attitude and sexual life. Methods: A descriptive research design was used. The subjects were 322 married elderly from four silver centers in Seoul and Gangwon-do. Aging Sexuality Attitude Scale developed by White (1982) was used to examine sexual life status and general characteristics of the subjects (gender, age, academic background, religion, economic status, and residential type). For data analysis, ${\chi}^2$-test, t-test, and ANOVA were conducted. Since the dependent variable of sexual life is a binary variable, hierarchical logistic regression was implemented. Results: There were 180 people (55.9%) who had a sexual life. Depending on gender (${\chi}^2$=35.03, p<.001), academic background (${\chi}^2$=29.45, p<.001), and economic status (${\chi}^2$=7.36, p=.025), the subjects showed significant difference in terms of sexual life. Regarding sexual attitude, the subjects showed significant difference depending on gender (t=-5.47, p<.001), age (t=-2.31, p=.021), academic background (t=5.16, p<.001), economic status (F=3.17, p=.043), and sexual life status (t=4.99, p<.001). Conclusion: It is important to devise the sex education program in consideration of gender, age, and academic background that showed moderating effects.