• Title/Summary/Keyword: Three way ANOVA

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Effect of Fascial Distortion Model on the Pain and Movement of Neck Patient

  • Kim, Min Kyu;Lee, Woo Jin
    • The Journal of Korean Physical Therapy
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    • v.31 no.1
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    • pp.24-30
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    • 2019
  • Purpose: This study compared the effectiveness of three methods, fascial distortion model (FDM), myofascial release (MFR), self-myofascial release (SMR), on the neck range of motion and pain. Methods: In this study, the collected data were processed statistically using SPSS version 22.0 for Windows. Descriptive statistics were used to analyze the general characteristics of the subjects. Repeated measure ANOVA was conducted to analyze the range of motion of the neck of the group and VAS, and Contras was used to see the difference in significance over time. One-way ANOVA was used to compare the differences among the groups and a post-hoc test was used. The significance level (${\alpha}$) was 0.05. Results: In the range of motion, the flexion and extension of the neck, right rotation, and left rotation were significantly different in the SMR, FDM, and MFR groups. The right lateral flexion showed significant differences in the FDM, MFR, and SMR groups. The VAS was similar in the groups at 2 and 4 weeks, but there was a significant difference among the FDM, MFR, and SMR groups at 6 weeks. Conclusion: In this study, MFR and MSR as well as FDM were effective in controlling the range of motion and pain control of the neck. Further studies will be needed to determine the effects of long-lasting treatments other than pain control. These studies and the present study will be used as a basis for ongoing research into the duration and method of application for musculoskeletal therapies.

Developing Degenerative Arthritis Patient Classification Algorithm based on 3D Walking Video (3차원 보행 영상 기반 퇴행성 관절염 환자 분류 알고리즘 개발)

  • Tea-Ho Kang;Si-Yul Sung;Sang-Hyeok Han;Dong-Hyun Park;Sungwoo Kang
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.46 no.3
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    • pp.161-169
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    • 2023
  • Degenerative arthritis is a common joint disease that affects many elderly people and is typically diagnosed through radiography. However, the need for remote diagnosis is increasing because knee pain and walking disorders caused by degenerative arthritis make face-to-face treatment difficult. This study collects three-dimensional joint coordinates in real time using Azure Kinect DK and calculates 6 gait features through visualization and one-way ANOVA verification. The random forest classifier, trained with these characteristics, classified degenerative arthritis with an accuracy of 97.52%, and the model's basis for classification was identified through classification algorithm by features. Overall, this study not only compensated for the shortcomings of existing diagnostic methods, but also constructed a high-accuracy prediction model using statistically verified gait features and provided detailed prediction results.

A Study on the Money Attitudes and the Spending Behaviors by Middle, High, and College Students - Comparison by Adolescent Stage and Sex - (중, 고, 대학생의 돈에 대한 태도와 소비행동에 관한 연구 - 청소년 단계와 성별 비교 -)

  • Hong Eun-Sil
    • Journal of Families and Better Life
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    • v.23 no.5 s.77
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    • pp.103-122
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    • 2005
  • The purpose of this study was to examine the influences of their money attitudes to spending behaviors of middle, high, and college students. The total number of students selected for this study were 1,252. Factor analysis, Cronbach' ${\alpha}$, two-way ANOVA, Duncan' multiple range test, Pearson correlation analysis, and multiple regression were used for statistical analysis. The results were summarized as followings: 1) The tendency of attitude that money is good was highest. Also, the tendency of attitude that money represents freedom and power was slightly high. On the other hand the attitudes that money represents achievement, and that money is evil were low. Especially the attitude that money represents respect was lowest. 2) Resulting from two-way ANOVA, the attitudes that money is good and represents achievement showed significant interaction effects between sex and age. The altitude that money is good showed significant differences by sex especially among middle and high school students. The altitude that money represents achievement showed significant differences by age among the male students. Three types of attitudes that money is evil, money represents respect, and money represents both freedom and power showed significant main effects in different age groups. Also the attitude that money represents freedom and power showed significant main effect by different sexes. 3) Four different types of measuring spending behaviors scored slightly low mark. 4) Resulting from two-way ANOVA, four different spending behaviors showed significant difference only by sexes and ages. Planned spalding behavior and conscious spending behavior showed significant differences in ages and sexes separately. While impulsive spending behavior by different age groups resulted in significant differences. Excessive spending behavior by sexes resulted in significant differences. 5) Regression analysis showed that planned spending behavior had the linear relationships in no, sex, self-esteem, and attitude that money is good. Conscious spending behavior had the linear relationships in ses, and attitudes that money represent achievement. respect, and freedom. Impulsive spending behavior had the linear relationships in age, self-esteem, and attitudes that money is good and that money is evil, and attitude that money represent freedom, Excessive spending behavior had the linear relationships in sex, self-esteem, and attitudes that money represent achievement, respect and freedom.

A Comparative Study by Age in Evaluating Web-based 3D Model House

  • Ha, Jimin;Park, Soobeen
    • Architectural research
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    • v.15 no.4
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    • pp.175-182
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    • 2013
  • This study aims to explore age-related differences with the assessment tools in the web-based 3D virtual model house and to propose the 3D model house criteria which everyone can use easily. The participants came from three age groups, ranging from their 20s to their over 40. Presence, Usability and Space perception and cognition in the experiment for navigating and evaluating the web-based 3D model house were measured and compared through one-way ANOVA and two-way ANOVA. The results and conclusions are as follows. (1) The younger the participants were, the more positive they evaluated the experiment on Presence. However, 20s needed higher presence than other two groups. (2) 30s and over 40 groups evaluated that the 3D virtual model house was more efficient than an actual model house on Usability. When the participants were younger, the values of 'expressivity' factor were higher. (3) The younger the participants were, the more positive they perceived the virtual environment (VE) on Space perception and cognition scale. There were no significant differences in the selection of dwelling size and the floor plan type. There were no significant differences of interaction effects between age and online gaming experience on Presence and Usability. The results of the current study demonstrate that there are differences among age groups and older groups have difficulty navigating and assessing in a VE. Although older groups take longer to adapt in the VE, they regard the 3D model house as an effective tool for purchase of house.

Research on Nurses' Stress for Elderly care and Stress - Coping Strategies (간호사의 노인환자 간호에 의한 스트레스와 그 대처방법 탐색)

  • Choi, Ji-Yun;Lee, Yoon-Jung
    • Journal of Digital Convergence
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    • v.10 no.8
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    • pp.275-286
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    • 2012
  • The purpose of this study was to investigate stresses from job, patients and guardians experienced by general hospital nurses caring for elderly patients and their stress coping methods. For this study, data were collected from 280 nurses employed at general hospitals with the capacity of more than 400 beds which were located in Seoul. Frequency analysis, t-test and one-way ANOVA were utilized to analyze the data and Scheffe test was used to conduct post-hoc tests. This study found that, of the general hospital nurses' three types of stresses, stress from guardians was the most serious one, followed by stress from patients and stress from job; and that, of the six coping methods utilized by the general hospital nurses, social support was the most-utilized one, followed by problem-focused coping strategy, positive perspective, tension relaxation, indifference and hopeful perspective. Based on these findings, follow-up studies were suggested to develop the hospital nurses' abilities to cope with the ever-changing complex circumstances for the elderly patients.

Effects of Empowerment and Academic Resilience on Positive Psychological Capital of Nursing Students (간호대학생의 임파워먼트, 학업탄력성이 긍정심리자본에 미치는 효과)

  • Jung, Mi-Ra;Jeong, Eun
    • Journal of Digital Convergence
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    • v.18 no.6
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    • pp.345-352
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    • 2020
  • This purpose of this study was to examine relationships among empowerment, academic resilience and positive psychological capital and identify the factors that influence on positive psychological capital in the nursing students. The data were collected from 200 nursing students in the three colleges located Y and S city and 20 April 2019 to 10 May 2019. Data were analyzed by descriptive statistics, T-test, one-way ANOVA, Scheffe test, Pearson's correlation coefficient, and multiple regression using SPSS/WIN 20.0. program. Positive psychological capital in nursing students was significantly correlated with empowerment(r=.610, p<.001) and academic resilience(r=669, p<.001). The result of the multiple regression indicates the academic resilience predict 58.7%(F=19.47, p<.001) of positive psychological capital. Therefore, it is necessary to develop academic resilience increase education program for strategy positive psychological capital in nursing students.

Effect of water storage on flexural strength of silorane and methacrylate-based composite resins

  • Panahandeh, Narges;Torabzadeh, Hassan;Naderi, Hani;Sheikh-Al-Eslamian, Seyedeh Mahsa
    • Restorative Dentistry and Endodontics
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    • v.42 no.4
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    • pp.309-315
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    • 2017
  • Objectives: This study assessed the effect of water storage on the flexural strength (FS) of low shrinkage composites. Materials and Methods: A total of 165 bar-shaped specimens ($2{\times}2{\times}25mm$) were fabricated of 2 low shrinkage composites (Filtek P90 [3M ESPE], GC Kalore [GC International]) and a conventional methacrylate-based composite (Filtek Z250 [3M ESPE]). The specimens were subjected to 3-point bending test at 6 time intervals, namely: immediately after curing, at 24 hours, 1 week, 1 month, 6 months, and 1 year following storage in wet and dry conditions. The FS of the specimens were measured by applying compressive load at a crosshead speed of 1.0 mm/min. Data was analyzed using 3-way analysis of variance (ANOVA) and Tukey's test. Results: Three-way ANOVA revealed significant interactions between time, type of composite, and storage condition (p = 0.001). Tukey's multiple comparison test revealed significant reductions in FS of all composites after 6 months and 1 year of storage in distilled water compared to dry condition. Conclusions: Filtek P90 showed the highest and GC Kalore showed the lowest FS after 1 year storage in distilled water. The immediate high strength of Filtek Z250 significantly decreased at 1 year and its final value was lower than that of Filtek P90.

Fusion research on positive psychological capital (PPC) in accordance with physical disabilities participate in swimming classes for 10 weeks (10주간의 수영교실 참여에 따른 지체장애인의 긍정심리자본(PPC)에 미치는 융합 연구)

  • Kim, Dong-Won
    • Journal of the Korea Convergence Society
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    • v.7 no.3
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    • pp.159-165
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    • 2016
  • The purpose of this study is to investigate the change in the positive psychology movement of capital represented by the performance of physical disabilities to participate in swimming classes for 10 weeks. The study was conducted with 30 to 40-men group participation handicapped total of 21 patients (10 patients) and non-participation group (11 patients), the duration of the experiment was performed three times a week for 10 weeks, 50 minutes. Data processing is a dictionary, post-test data was calculated the mean and standard deviation, experimental design group two won repeated measures analysis of variance for (swimming participating groups, miserable Lady) and time (before and after) using the SPSS 21.0 statistical program It was performed (2-way [2] RM ANOVA), all the statistical significance level was set at .05. Study, classroom participation of the handicapped swimmer can see that has had a positive effect positive psychological capital.

The Male Perceiver's Image Evaluation and Preference of Women's Hairstyle (여성 헤어스타일에 대한 남성 지각자의 이미지 평가 및 선호도 연구)

  • Lee, Myoung-Hee
    • Journal of the Korea Fashion and Costume Design Association
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    • v.9 no.2
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    • pp.127-138
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    • 2007
  • The purpose of this study was to investigate the male perceiver's image evaluation on women's hairstyle and hair color, and to disclose the preference of the hairstyle and hair color. The experimental design was $2{\times}3{\times}3$ (hair $wave{\times}hair\;length{\times}hair$ color) factorial design by 3 independent variables. The stimuli were 18 women's upper body photographs which were output by computer simulation. The hairstyles were straight hair and wavy hair, and the types of the hair length were long, medium, and short hair. The hair colors were black, dark brown, and bright brown. Subjects were 154 men living in Seoul. The data were analyzed by using factor analysis, Cronbach's ${\alpha}$ reliability coefficient, three-way ANOVA, one-way ANOVA, and Duncan's multiple range test. The results of this study were as follows. Four image dimensions were derived by factor analysis. These were individuality, elegance, potency, and attractiveness. Male perceivers evaluated the women's long hairstyles to be more elegant than the short and the medium length hairs. The women's short hairstyles were perceived more potent than the long and the medium length hairs. The straight hairs were evaluated more elegant than the permed hairs, and the permed hairs were evaluated higher in individuality and attractiveness. The black hairs were perceived lowest in attractiveness, and the bright colors were perceived low in elegance. Male preferred the long brown straight hair first. They liked women's long hairs better than the short and the medium length hairs. Teenaged males preferred various hair colors more than those in their 20's and 30's did.

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Influences of Compassion Satisfaction, Compassion Fatigue, and Burnout on Positive Psychological Capital of Clinical Nurses (임상간호사의 공감만족, 공감피로, 소진이 긍정심리자본에 미치는 영향)

  • Jeong, Eun;Jung, Mi-Ra
    • The Journal of the Korea Contents Association
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    • v.18 no.3
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    • pp.246-255
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    • 2018
  • The purpose of this study was to investigate factors affecting positive psychological capital in clinical nurses. The data were collected from 193 nurses working in the three general hospital located Y city using self-reported questionnaires and November 20 2017 to November 30 2017. The data were analyzed by descriptive statistics, T-test, one-way ANOVA, Pearson's correlation coefficient, and stepwise multiple regression with SPSS 20.0 program. Positive psychological capital had a significant positive effect on compassion satisfaction, while Positive psychological capital had a negative effect on burnout. The result of the multiple regression indicates the compassion satisfaction, burnout and job position predict 55.5% (F=30.88, p<.001) of positive psychological capital. Therefore, strategies to decrease burnout and to enhance compassion satisfaction for clinical nurses.