• Title/Summary/Keyword: ANOVA Test

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Development and Evaluation of the Web-based Evidence-based Practice Guideline for the Operation Patients (수술환자를 위한 웹 기반 근거중심 실무 가이드라인의 개발 및 평가)

  • Hong, Sung-Jung;Chang, Jae-Sik;Jeon, Young-Hoon;Lee, Eun-Joo;Kim, Hwa-Sun
    • Journal of Internet Computing and Services
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    • v.12 no.1
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    • pp.131-139
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    • 2011
  • The purpose of this research is to evaluate patient's satisfaction and clinician' knowledge level about pain, nausea, vomiting, and temperature management of patients after operation by develop an web-based evidence-based practice guideline about pain, nausea, vomiting, and temperature control after operation in order to apply the guideline operation patients. The collected data was analyzed through real number, average, standard deviation, t-test and repeated ANOVA by using SPSS/WIN 17.0 program. The study subjects showed a significant difference in the level of knowledge about pain, nausea/vomiting, and temperature control after operation and patient's satisfaction, before and after applying the web-based evidence-based practice guideline.

Analysis of Digital Literacy Level of Reserve Officers' Training Corps in K-University (K-대학교 학군사관 후보생의 디지털 리터러시 수준분석)

  • Choi, Chul-Jae;Kang, Dong-Soo;Choi, Jin-Sik
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.1
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    • pp.113-118
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    • 2018
  • In this research, we conducted a questionnaire using the existing developed digital literacy checklist for analyzing the digital literacy level of Reserve Officers' Training Corps in K-University. In order to verify the validity and reliability of the measurement results collected on the basis of the response results, factor analysis of the question was carried out using the statistical analysis program SPSS 21.0, for each research group, the ability level by each factor was analyzed. Based on the results of analysis using frequency analysis, T-test and One-way ANOVA, we suggested measures to improve digital literacy level of school district officer candidates.

A Study on Androgynous Parent's Child-rearing Practices and Children's Self-Perceived Competence (양성적 부모의 양육행동과 아동의 자기역량감에 관한 연구)

  • Kong, In Sook;Choi, Youn Shil
    • Korean Journal of Child Studies
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    • v.15 no.1
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    • pp.187-203
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    • 1994
  • This study investigated the relation of androgynous parent's child-rearing practices to children's self-perceived competence by comparison of the effectiveness of androgynous people as parents compared with parents who are other-typed in their sex-role identity. The subjects were 362 third and sixth grade children and their parents selected from two elementary schools in Seoul. The instruments were a children's self-perceived competence scale, a perception of maternal warmth and control scale, a perception of paternal warmth and control scale, parent's self-esteem scale, and parent's sex-role identity scale. Frequencies, percentiles, mean, ${\chi}^2$ test, two way-ANOVA, one way-ANOVA, Cronbach's ${\alpha}$ and $Scheff{\acute{e}}$-test were used for data-analysis. The major findings showed that (1) Androgynous and masculine fathers had higher self-esteem than feminine or undifferentiated fathers. Androgynous, masculine, and feminine mothers had higher self-esteem than undifferentiated mothers. (2) There was no difference in children's perception of parental warmth and control as related to parent's sex-role identity. Androgynyous parents were not more likely to be authoritative parents. (3) Sons of androgynous parents had higher self-perceived competence than those of sex-typed parents, while daughters of sex-typed parents had higher self-perceived competence than those of androgynous parents.

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Optimized Design of the Head restraint according the regional seat safety assessment (국가별 좌석 안전성 평가 방법에 따른 머리지지대 최적화 설계)

  • Yoo, Hyukjin;Yim, Jonghyun;Yoon, Ilsung
    • Journal of Auto-vehicle Safety Association
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    • v.5 no.2
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    • pp.45-50
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    • 2013
  • The whiplash Injuries due to rear collision occur frequently. As result, in many countries, seat performance is being assessed and developed to improve head whiplash injury in rear collision of passenger car. This study compares whiplash assessment methods in each country. Using the DFSS(Design for Six Sigma) method, the correlation between influence parameters of head restraints and whiplash injury criteria is analyzed. Four control factors are used in this study. And total 11 whiplash injury criteria from NCAP(New Car Assessment Program) of Korea, Europe, China and IIHS(Insurance Institute for Highway Safety) of USA are used for output response. By the experimental design, L9 orthogonal coordinate system is configured and is tested by sled test equipment, twice. By using average assay value and ANOVA, the correlation between control factors and injury criteria has been comprehended. Optimization design of head restraint according the regional seat safety assessment was derived through the correlation.

A Comparative Study on the Confidence in Venture Creation between MIS Students and Other Business Major Students in the USA (미국의 경영정보 전공학생 집단과 일반경영 전공학생 집단간의 창업 자신감에 대한 비교연구)

  • 장대성;이지영;임성배
    • Journal of the Korea Society of Computer and Information
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    • v.5 no.4
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    • pp.180-188
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    • 2000
  • This study was conducted to identify the difference in the level of confidence about venture creation between MIS students and those of other business major in the USA. For this study, data were collected from 70 business students including ANOVA, t-test and multiple regression were employed to analyze the collected data. The results of the study show that MIS students who have interdisciplinary knowledge including IT field and business field, have much higher level of confidence about venture creation. The results of this study suggest that MIS education be required to build an effective entrepreneurship education for business major students.

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An assessment of statistical errors in articles in the Korean journal of veterinary research (수의학회지 논문에 적용된 통계기법의 타당성 평가)

  • Pak, Son-il
    • Korean Journal of Veterinary Research
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    • v.39 no.6
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    • pp.1187-1196
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    • 1999
  • The purpose of this study is to assess the suitability of the statistical techniques employed in papers published in the Korean Journal of Veterinary Research from March 1997 to March 1999 and it is hoped that the critical assessment may be of help to other researchers preparing their works for publication. Of the 246 original papers 94 were included in the analysis. Of 62 papers with the measure of central location and dispersion of data 34 (54.8%) used them correctly : 9 (39.1%) of 23 for t-test ; 1 (33.3%) of 3 for correlation analysis ; 7 (43.8%) of 16 for analysis of variance (ANOVA) ; 5 (62.5%) of 8 for chi-square test ; 44 (71%) of 62 for description of p-value. A number of papers employed ANOVA did not perform subsequent analysis of multiple comparison. Compared to the results of others, relatively higher proportion of papers in the present study was evaluated as appropriate analysis. The reason is that papers described insufficiently on the study design were not included, and evaluation items were restricted to the cases violated seriously inherent assumptions for each statistical technique. Statistical misuse or abuse appeared in the study is due to lack of knowledge on statistics and short of its importance for improvement the quality of paper. Because an inappropriate analysis can lead the readers to misunderstand on findings, observed statistical analyses must be valid, and correctly undertaken. It is suggested that more intensive statistical refereeing are needed, and the communication should be allowed for the controversial points.

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Identifying differentially expressed genes using the Polya urn scheme

  • Saraiva, Erlandson Ferreira;Suzuki, Adriano Kamimura;Milan, Luis Aparecido
    • Communications for Statistical Applications and Methods
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    • v.24 no.6
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    • pp.627-640
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    • 2017
  • A common interest in gene expression data analysis is to identify genes that present significant changes in expression levels among biological experimental conditions. In this paper, we develop a Bayesian approach to make a gene-by-gene comparison in the case with a control and more than one treatment experimental condition. The proposed approach is within a Bayesian framework with a Dirichlet process prior. The comparison procedure is based on a model selection procedure developed using the discreteness of the Dirichlet process and its representation via Polya urn scheme. The posterior probabilities for models considered are calculated using a Gibbs sampling algorithm. A numerical simulation study is conducted to understand and compare the performance of the proposed method in relation to usual methods based on analysis of variance (ANOVA) followed by a Tukey test. The comparison among methods is made in terms of a true positive rate and false discovery rate. We find that proposed method outperforms the other methods based on ANOVA followed by a Tukey test. We also apply the methodologies to a publicly available data set on Plasmodium falciparum protein.

Effects of Academic Stress, Academic Self-Efficacy and Major Satisfaction in Nursing Student on Grit (간호대학생의 학업스트레스, 학업적 자기효능감, 전공만족도가 그릿(Grit)에 미치는 영향)

  • Jung, Mi-Ra;Jeong, Eun
    • The Journal of the Korea Contents Association
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    • v.18 no.6
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    • pp.414-423
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    • 2018
  • The purpose of this study was to examine influences on grit in the nursing student. The data were collected from 146 nursing students in the H university located Y city. The data were analyzed by descriptive statistics, T-test, ANOVA, Scheffe, Pearson's correlation coefficient, and multiple regression with SPSS 20.0 program. Grit was found to be in a significant positive correlation with academic stress, academic self-efficacy and major satisfaction. The result of the multiple regression indicates the major satisfaction, academic self-efficacy, academic stress and grade point average predict 22.5% of grit. Therefore, it is necessary to develop an intervention program to strengthen the grit of nursing students.

A Study on Real Body Size and Ideal Body Shape of 18 to 25 Year-Old Men (20대 남성의 실제체형과 신체이상형(理想型)에 관한 연구)

  • Jeong, Jae-Eun;Lee, Sun-Won
    • Journal of the Ergonomics Society of Korea
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    • v.17 no.2
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    • pp.49-63
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    • 1998
  • The purpose of this study is to study real body size and ideal body shape by considering the degree of satisfaction of body part and understanding body size by the degree of leanness/obesity. The subjects in this study were 420 males from 18 to 25 years old. Body measurements and surveys were taken and analyzed by mean, standard variation, correlation analysis, regression analysis, crosstabulation analysis, cluster analysis, one-way ANOVA, and Duncan's Test. The results of analyses indicate that the subjects tended to be satisfied with thick chest and upper limbs, wide shoulder width, and preferred to be tall and have big hands and feet. By cluster analysis of 19 variables, the subjects were divided into 4 groups, each consisting 41, 138, 134, and 47 males. Because the 19 variables were body measurements transformed to eliminate the body size factor, this classification was considered to express how lean or how obese a human body appears. The results of one way ANOVA and Duncan's Test indicate that, according to the degree of leanness/obesity from Group I (lean tendency) to Group IV(obese tendency), characteristics of the body shape changed as follows; height became lower, limbs became shorter, trunk and limbs became thicker and weight became heavier. Also it showed that Group IV were most satisfied with chest girth, upper limb girth and shoulder width and Group I with height, hip girth and waist girth.

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The Effects of S-solution and A-solution on Oral Health in Preschool Children (S-solution과 A-solution을 이용한 구강함수가 미취학 아동의 구강건강에 미치는 효과)

  • Son, Hee Jung;Hong, Hae Sook
    • Journal of Korean Biological Nursing Science
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    • v.17 no.2
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    • pp.150-158
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    • 2015
  • Purpose: This study aimed to evaluate the effects of gargling with S-solution and gargling with A-solution on salivary pH, coated tongue, and dental plaque index in preschool children. Methods: Non-equivalent control group pretest-posttest design was used to select the participants. 99 preschool children were divided into three groups. Dependent variables were recorded at baseline, 30 minutes, and 7 days after the first treatment was given. The data were analyzed using $X^2$-test, ANOVA, and repeated measures of ANOVA. Results: There were no significant differences in dependent variables in pre-test. However, the salivary pH in the S-solution group had significantly increased after 30 minutes (p<.05) and then again 7 days (p<.01) after the first treatment. Also, the S-solution and A-solution groups had greater decrease in dental plaque index after 30 minutes and again 7 days after the first treatment (p<.001) than the control group. With respect to coated tongue, there were no significant differences among the three groups. Conclusion: The results of this study indicate that essential oil gargling after brushing is helpful in improving oral health due to auxiliary oral hygiene effects with natural products. Specifically, gargling with S-solution is more effective than A-solution on oral health in preschool children by neutralizing salivary pH and reducing dental plaque index.