• Title/Summary/Keyword: Analysis of Covariance(ANCOVA)

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The Effect of the Core Stabilization Exercise and Thoracic Manipulation on the Respiratory Function of Chronic Low Back Pain Patients (척추 안정화 운동과 등뼈 가동성 운동이 만성 허리 통증 환자의 호흡 기능에 미치는 영향)

  • Park, Sunja;Kim, Youngmi;Han, Jiwon
    • Journal of The Korean Society of Integrative Medicine
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    • v.8 no.3
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    • pp.43-52
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    • 2020
  • Purpose : The aim of this study was to investigate the change of the respiratory function of chronic low back pain patients after the thoracic manipulation and the trunk stability exercise on chronic low back pain patients. Methods : For this study, the group of the experiment was consisted of 44 patients suffering from the low back pain chronically. The participants were divided into two groups: the control group, which was assigned for core stabilization exercise (CSE), and the experimental group, which was randomly assigned for core stabilization exercise after thoracic manipulation (CSE+TM). Both groups carried out each assigned treatment on three times a week for 8 weeks. To study the change related to measurement variable from each test groups before and after intervention, paired t-test was performed. Further, the statistics for an intergroup comparison was analyzed by covariance analysis, ANCOVA. The measurement was conducted by the respiratory function, the respiratory function was measured by forced vital capacity (FVC) and forced expiratory volume in one second (FEV1). Results : As a result, forced vital capacity (FVC) and forced expiratory volume in one second (FEV1) showed significant differences not only by each groups but also between those groups before and after the test. Conclusion : In conclusion, both experiments, the core stabilization exercise and the core stabilization exercise conducted after thoracic manipulation, on chronic low back pain patients resulted in the significant level of difference in the respiratory function. This result indicates that the thoracic manipulation is an efficient treatment for improving the respiratory function for chronic low back pain patients.

The Effect of Emotion Coaching Group Counseling Program on Subjective Well-being and Interpersonal Rtions of University Students (감정코칭 집단상담 프로그램이 대학생의 주관적 안녕감과 대인관계에 미치는 효과)

  • Kim, Hee-Eun;Lee, Ho-Joon
    • Journal of Digital Convergence
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    • v.14 no.12
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    • pp.625-632
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    • 2016
  • The purpose of this study is to verify the effect of group counseling program through emotion coaching on the subjective well-being and interpersonal relationship of university students. The study subjects were 24 students at J university, and 12 students were assigned to experimental group and control group respectively. The emotion coaching group counseling program was conducted for two hours, once a week, ten times in all. The subjective well-being and interpersonal relationship test was conducted before and after the test, and the degree of effectiveness was examined through covariance analysis. As a result of the study, the group counseling program of emotional coaching showed meaningful results in subjective well-being and sub-factors such as life satisfaction and positive emotion. In addition, significant differences were found in communication, openness, and sensitivity among sub-factors of interpersonal relationship. The results of this study were as followed. First, the emotional coaching group counseling program improves subjective well-being by improving life satisfaction and positive emotion, and it was proved that it improves the communication in interpersonal relationship, and helps others to understand and openly communicate.

Development and Application of Interactive Prototyping Programming Learning Model based on Physical Computing (피지컬 컴퓨팅 기반의 인터랙티브 프로토타이핑 프로그래밍 학습모형 개발 및 적용)

  • Seo, Jeonghyun
    • Journal of The Korean Association of Information Education
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    • v.22 no.3
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    • pp.297-305
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    • 2018
  • Physical computing is the concept of expanding computing to humans, environments, and objects. It draws attention as a programming learning medium based on physical outputs in integration of hardware and software. This study developed a programming learning model based on interactive prototyping using the characteristics of physical computing with a high degree of technical freedom and analyzed its learning effect in an experiment. To examine the effect of the experimental treatment, this researcher divided fifty nine 5th-grade elementary students into an experimental group and into a control group. the interactive prototyping programming learning model was applied to the experimental group, and a linear sequential programming learning model was applied to the control group. Information Science Creative Personality Test was conducted before and after the experimental treatment. Analysis of Covariance was conducted with the pre-test scores of the two groups. As a result, it was proved that there was the effect of learning at the significance level of .05. It indicates that the physical computing based interactive prototyping programming learning model is applicable to the programming learning for 5th-grade elementary students.

The Effect of Explanation in Conjunction with Gravity and Density on Students' Alternative Conceptions for Floating and Sinking Phenomena (뜨고 가라앉는 현상에 대해 중력과 밀도를 연계한 설명방식이 학생의 대안개념에 미치는 영향)

  • Kim, Sung-Ki;Kim, Suk-Won;Paik, Seoung-Hey
    • Journal of the Korean Chemical Society
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    • v.61 no.3
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    • pp.112-121
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    • 2017
  • The purpose of the study was to investigate the effect of explanation in conjunction with gravity and density on students' alternative conceptions for floating and sinking phenomena. The subjects were 140 students of 11th grade in 4 classes of a high school located in Gangwon Province. We divided them in two groups; comparison and experiment. The students of experiment group learned explanation in confection with gravity and density. The students of comparison group learned explanation of pressure as represented in physics textbook. ANCOVAs (analysis of covariance) were conducted using the pretest as a covariance. In items related to characters of matter, 2 items are not significant and only 1 item has significant small effect size (Hedges' g=0.327). In the change of alternative conceptions, there is no meaningful gap between two group. However, in items related to relative weights between object and water, the all items have significant effect sizes (0.286~0.502). In addition, frequency of experiment group's alternative conceptions related to pressure decreases considerably, but comparison group does not. Therefore, the explanation in conjunction with gravity and density suggested in this study can decrease students' alternative conceptions related to floating and sinking phenomena and increase scientific conceptions.

A Study on The Effect of Science Learning Motivation Using Robot in Elementary School (초등학교에서 로봇활용이 과학 학습동기에 미치는 효과)

  • Park, Jung-Ho
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.6
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    • pp.139-149
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    • 2014
  • Much research has been conducted in educational robot, a new instructional technology, for K- 12 education. Several studies have shown that educational robot provides effective learning opportunities for students in both content areas of STEM(science, technology, engineering, and mathematics) and critical academic skills, such as collaboration, problem solving and communication skills. However, most studies to date on applications of educational robots have been conducted outside the formal education setting. This study analyzed the influence of using robots in an elementary school science class in Korea with regard to science learning motivation. A total of 121 students in fourth and fifth grades participated in the study. The experimental group was taught using robots in the science class, while the control group was taught using traditional methods. Analysis of covariance (ANCOVA) was conducted to compare the between-group differences in learning motivation before and after the experiment; an interview was also conducted for the experimental group. The study results showed a significant improvement (p<.05) in both learning motivation in the experimental compared with the control group. There was also positive response to learning with a robot. This study will play an important role in research on the use of educational robot in formal education in the future.

Effect of Pilates Gymball Exercises on the Electroencephalogram and Cognitive Function in Mentally Disabled Persons

  • Son, Yu-Joung;Lim, Jae-Heon
    • The Journal of Korean Physical Therapy
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    • v.29 no.5
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    • pp.227-233
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    • 2017
  • Purpose: The aim of this study was to determine if Pilates gymball exercise can change the electroencephalogram and cognitive function of mentally disabled people. Methods: Twenty-one mentally disabled people were enrolled in this study. They were assigned randomly to one of two groups: Pilates gymball exercise group (PGEG, n=11), and control group (CG, n=10). The subjects in the PGEG group performed the exercises for 50 minutes a day, three days per week for 6 weeks. The PGEG program consisted of warm up (10 minutes), main workout (30 minutes), and cool down (10 minutes). The main workout consisted of 10 exercise programs. The electroencephalogram (EEG) of Fp1, Fp2, F3, F4, C3, C4, O1, and O2 were measured using an PolyG-I system. The cognitive function was evaluated using a mini-mental state examination (MMSE). The measurements were performed before exercise, and 6 weeks after exercise. Covariance analysis (ANCOVA) was performed to determine the difference between the two groups Results: A significant difference in Fp1, Fp2, and F3 on the relative alpha power was observed between the PGEG and CG groups (p<0.05). A significant difference in Fp1 on the relative beta power was observed between the PGEG and CG groups (p<0.05). No significant difference in the MMSE score was observed between the PGEG and CG groups. Conclusion: Pilates gymball exercise did positively change the EEG in the frontal lobe. On the other hand, the effect related to cognitive was limited. Pilates gymball exercise appears to be more effective in facilitating brain stimulation related to cognition.

Effect of Singing Music Activities Using Media as on Audiation of Early Children (미디어를 활용한 노래 부르기 활동이 유아의 음악적 청취력에 미치는 영향)

  • Ahn, Gyoung-Suk;Kim, Jeong-Ju;Lim, Soo-Jin
    • The Journal of the Korea Contents Association
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    • v.10 no.11
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    • pp.485-495
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    • 2010
  • This study analyzed the effect of singing music activities using media on audiation. The study selected 39 children from two 5-year-old child care center classes, they were divided into experiment group and control group. The collected data was analyzed by an analysis of covariance(ANCOVA), and conducted t-test on the data collected through pre and after examination using SPSS Win 12.0. The results reveal that the singing music activities using media was verified to have positive effect on audiation of children. In conclusion, using media with musical concept for children music education is need for building children's musical ability.

Difference of Functional Outcome and Related Factors in Patients With Stroke (일부 뇌졸중 환자의 기능변화 및 관련요인)

  • Yi, Seung-Ju;Jeong, Seong-Yeong
    • Physical Therapy Korea
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    • v.14 no.1
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    • pp.46-54
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    • 2007
  • The purposes of the present study were to determine the difference of functional outcome, and to identify factors associated with functional difference in patients with stroke. The sample consisted of 56 stroke patients who had received physical therapy at the physical therapy unit of the Dongeui Medical Center in Busan city between January 2000 and June 2002. Stroke patients were evaluated by physical therapists 3 times; The first day in physical therapy (PT) (T1), one month after the first day in PT (T2), and two months after the first day in PT (T3). Functional status was assessed with the Functional Independence Measure (FIM) instrument, a validated instrument for documenting the severity of disability and assessing the outcome of rehabilitation treatment. Functional gain was calculated over T2-T1, T3-T1, and T3-T2. SAS statistical software was used for the analysis. The Student's t-test, paired t-test, analysis of variance (ANOVA/Tukey and Scheffe), and analysis of covariance (ANCOVA) were used to examine the functional difference in variables. Repeated measures ANOVA was also used to analyze the functional difference by time (T1, T2, and T3). Multiple regression analysis was performed to determine the effects of independent variables on the difference of functional outcome as defined by the FIM score. A total of 56 stroke patients were evaluated, their average age${\pm}$standard deviation was $61.6{\pm}9.3$ years (range: 40~81 yr). The functional status of patients who received physical therapy for about 2~3 months was significantly improved (mean FIM scores, $20.5{\pm}1.8$, $28.9{\pm}1.9$, and $8.41{\pm}1.1$ points for each time period, respectively) (p<.0001). Diabetes was significantly associated with the FIM score for T2-T1 (p<.05). The type of diagnosis was significantly associated with the FIM score for T3-T1 (p<.05). Gender, smoking, and the FIM score on admission were significantly associated with the FIM score for T3-T2 (p<.05). In conclusion, gender, smoking, diabetes, the type of diagnosis, and the FIM score on admission were significantly associated with improved FIM scores. We recommend that further research should explore the functional outcome by using larger sample sizes, longer follow-up periods, and more sensitive assessment instruments.

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Analysis of Employment Effect of SMEs According to the Results of Technology Appraisal for Investment (투자용 기술평가 결과에 따른 중소기업의 고용효과 분석)

  • Lee, Jun-won
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.18 no.4
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    • pp.77-88
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    • 2023
  • The purpose of this study is to confirm whether the current technology appraisal model for investment, which is designed to identify high-growth SMEs in sales, which is one of the characteristics of gazelle companies, has the possibility of expanding employment effects. For SMEs classified as technology investment adequate firms(TI1-TI6) through technology appraisal for investment between 2016 and 2018 were targeted. At this time, the employment effect was analyzed by dividing the absolute employment effect and the relative employment effect. As a result of the analysis, it was confirmed that the technology appraisal items for investment defined as innovation characteristics did not have significant explanatory power for the absolute employment effect. However, for the relative employment effect, among innovation characteristics, technicality(TC) was found to have significant explanatory power, and this is because the item appraised based on future growth potential. In particular, the relative employment effect is meaningful in terms of the actual employment effect, and the conclusion is drawn that the current technology appraisal model for investment is an appraisal model with the possibility of expansion in terms of employment effect.

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Analysis of Medical Expenses Structure for Patients on Percutaneous Coronary Intervention by Medical Security Type (의료보장형태에 따른 관상동맥중재술 환자의 진료비 구조분석)

  • Son, Mi-Kyung;Lee, Sok-Goo
    • Journal of agricultural medicine and community health
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    • v.44 no.4
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    • pp.195-208
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    • 2019
  • Objectives: The purpose of this study was to analyze whether there are differences in medical expenses according to medical security type in the use of medical services with high disease burden such as coronary intervention. Methods: Chi-square test and covariance analysis(ANCOVA) were conducted to identify the differences in the characteristics and costs according to medical security type of 1,904 patients who underwent coronary intervention in a university hospital from 2011 to 2012. Hierarchical regression analysis was conducted to determine whether the cost affects medical expenses. Results: In the medical aid group, the proportion of women, those without a job, those without a spouse, and those who received hemodialysis was high, length of stay was high, patients using the emergency room and those who died was high. The medical aid patients were significantly higher in the non-benefit medical expenses, optional medical expenses, physician and admission, meals, medications and injections. National health insurance patients were significantly higher in procedure. The medical security type was found to be significant as a variable affecting the medical expenses. Conclusions: Provision of medical expenses should be managed in advance by providing prevention and education services for the vulnerable, and care services in the region should be provided to suppress the occurrence of medical expenses due to the increase in the number of days spent. In addition, it is necessary to support medical expenses to prevent unsatisfactory medical services from occurring for non-benefit and optional care.