• Title/Summary/Keyword: ANOVA analysis

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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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A study on improving leadership of reserve officers' training corps (ROTC) (학군장교 (ROTC) 리더십 향상 방안 연구)

  • Kim, Jung-Su
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.6
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    • pp.1525-1536
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    • 2016
  • ROTC is the system that selects the best students in university and implements the military training of two years and uses them as beginning commander of the army by commissioning as officers. ROTC makes up a very large portion of the army and society in Korea in terms of the size and role. Therefore, it is very important to enhance intangible combat power of the Korean army by improving leadership of primary grade officer from ROTC. The purpose of this paper is to investigate whether or not ROTC candidate training program is providing the right training, so as to improve ROTC's leadership and present improvement plan. First, we divide ROTC candidate training program into three areas and take the 1st and 2nd survey. Then we compare and analyze the actual condition and recognition of investigation using statistical analysis methods such as chi-square test, ANOVA and Duncan's multiple range test. Also, we analyze the element affecting the army leader's three qualities formation which are basic elements of ROTC cadet's leadership using multiple regression analysis.

Exploratory study on the relationship between supply chain performance and ICT capabilities (공급사슬성과와 정보기술역량 간의 관계에 관한 탐색적 분석)

  • Oh, Soojung;Oh, Kwangsik
    • Journal of the Korean Data and Information Science Society
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    • v.25 no.4
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    • pp.755-767
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    • 2014
  • Recently, many firms have introduced information and communication technology (ICT) into supply chain. However, existing studies have not yet insisted definite conclusion with respect to ICT impact on supply chain. Thus, this study subdivides supply chain performance which previous researchers have studied comprehensively while suggesting perspective of the use of firm's ICT capabilities. We classify ICT capabilities into four types of group and then analyze the difference between groups regarding each factor of supply chain performance by ANOVA analysis and Tukey method. As a result of analysis, the group in which all ICT capabilities are high shows the highest level of integration and flexibility performance among supply chain performances. On the other hand, the group in which all ICT capabilities are low presents the lowest level of integration and flexibility performance. We also provide more precise and specific information with practitioners by analyzing the difference between groups with regard to detailed measurements on integration and flexibility variables.

Statistical Analysis of Marine Accidents by ANOVA (ANOVA에 의한 해양사고의 통계분석)

  • Park, Byung-Soo;Ahn, Young-Sup
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.13 no.3
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    • pp.191-198
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    • 2007
  • Marine accidents are increasing as time goes on, in spite of lots of efforts are given. Marine accidents can be classified 3 categories those are ship's condition, navigator's condition and weather condition. In this paper, statistical analysis were carried using marine accidents data from 1997 to 2006. In order to analyze accident rate by time zone, ship's speed and finding distant, SPSS variance analysis was carried out. Results are followed. There was significant difference between time zone 20${\sim}$04 hours and other time zones. The accident rate in daytime was bigger than that at night. In case of the speed at collision, the speed of 5${\sim}$10 knot has significant difference to other speed cases. In finding distant cases, the case of less than 1 mile has significant difference to other distant cases.

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Educational use of local festival - In case of 2010 Cheongdo persimmon festival - (지역축제의 교육적 활용 - 2010 청도반시축제를 중심으로 -)

  • Park, In-Hwan;Kim, Min-Soo;Cho, Kwang-Jin;Kim, Hea-Young
    • Current Research on Agriculture and Life Sciences
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    • v.30 no.2
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    • pp.90-96
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    • 2012
  • This study was investigated for the local festival's educational impact. And take advantage of local festivals and educational effectiveness of the educational factors that affects, local festivals, depending on the type, application factors and intention to revisit whether there are differences in educational projects have identified the effect. So take advantage of the educational needs of local festivals for the purpose is to recognize that. To this end, 2010 Cheongdo persimmon festival's visitors were surveyed. How to analyze the descriptive statistics and factor analysis, reliability analysis, multiple regression analysis, ANOVA was used. The results of multiple regression analysis, community education of local festivals, discretionary activities, and agricultural education in educational projects in local festivals factor effects showed positive effects. The results of ANOVA, type programs and performances of the factors exhibition programs, experiential programs were no significant differences between groups. Of intention to revisit, "will revisit" and "I do not know", "will not visit" and "I do not know" and "will not visit" was no significant difference between the groups. These results, focusing on the needs of local festivals take advantage of the educational implications for the proposed recognition.

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인터넷 중독과 주의력결핍 과잉행동장애와의 관계에 관한 연구

  • Kim, Gyeong-Deok;Lee, Seong-Ju;Jeong, Hyeon-Suk
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.976-979
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    • 2008
  • As internet occupies a great deal of portion in our life, a lot of mental diseases become the points at issue relating to internet addiction. The purpose of this study is to examine whether internet addiction is related with Attention Deficit Hyperactivity Disorder that is characterized with sustained inattention, hyperactivity and impulsivity and then find out which sub-factors of internet addiction are influencing effective on Attention Deficit Hyperactivity Disorder. As result of applying reliability analysis, frequency analysis, cross tabulation analysis, t-test, ANOVA, Pearson's correlation analysis and multiple regression analysis, it shows the following research results.

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Validity of the Conceptual Structure of Clothing Shopping Orientation -Focused on the Specific Structure by the Gender- (의복 쇼핑 성향의 개념적 구조 모형에 대한 타당성 확인 연구 -성별에 따른 세부 구조 차이를 중심으로-)

  • Kim Saehee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.29 no.3_4 s.141
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    • pp.535-546
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    • 2005
  • The purposes of this study are to verify the validity of the conceptual structure of clothing shopping orientation(CSO) developed in the previous research, and to explore the difference of CSO structure between male and female consumer groups. For those purposes, data of 499 male and female consumers were collected. Confirmatory factor analysis, ANOVA, and simultaneous factor analysis were used for data analysis. The results are as follows. First, as a result of confirmatory factor analysis, the validity of conceptual structure of CSO was verified. Second, as a result of ANOVA, male and female showed significantly different CSO at the lower-dimensions level, and as a result of simultaneous factor analysis, male and female showed significantly different relationships between dimensions within the structure. This means that the CSOs of both male and female can be explained by the same CSO structure model, but the specific relationships between CSO dimensions are different by the gender of consumers. Finally, directions for fashion marketing mix concerning the CSO structures of male and female were suggested.

Vibration Analysis in Reinforced Concrete Slab Using Tables of Orthogonal Arrays (직교배열표을 활용한 슬래브 구조체의 진동 해석)

  • Seo, Sang-Ho;Jeon, Jin-Yong
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2005.05a
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    • pp.372-378
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    • 2005
  • Finite element analysis of concrete slab system in apartment building was executed using the tables of orthogonal arrays, and optimal design process was proposed. At first, experimental results show that sound peak components to influence the overall level and the rating of floor impact sound insulation were coincident with natural frequencies of the reinforced concrete slab. Finite element model of concrete slab was compared with experimental results, and well corresponded with an error of less than 10%. The tables of orthogonal arrays were used for finite element analysis with 8 factors. 3 related to material properties and 5 related to slab shape parameters and its results were analyzed by statistical method, ANOVA. The most effective factor among them was slab thickness, and main effect factor from slab shape parameters was different from each natural frequency. The interaction was found in the higher mode over $3^{rd}$ natural frequency. From main effect plot and interaction plot, the optimal design factor to increase the natural frequency was determined.

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Impact of Information Support Quality and Service Quality Factors on Service Satisfaction of Department Store -Case Study of Kyungnam Area Department Store- (백화점의 정보품질과 서비스품질이 서비스만족도에 미치는 영향 -경남지역 백화점을 중심으로-)

  • Kim, Dong-Il;Choi, Seung-Il
    • The Journal of the Korea Contents Association
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    • v.7 no.7
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    • pp.133-143
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    • 2007
  • The object of this study is to empirically analyze the effects of information support quality and service quality on service satisfaction of department store. To investigate the purpose of this study, literature review and survey were conducted. for statistical analysis, factor analysis, analysis of variance(ANOVA), and regression in order by the contingency grouping method were used. In conclusion of this study are as follows First, The regression analysis had effects on information support quality and service satisfaction. Second, The Analysis of variance(ANOVA) and regression had effects on information support quality and service satisfaction as service quality factors. Result, The information support accuracy and service quality had additional effect about customer relation.

Analysis of quality for fixed prostheses fabricated by dental CAD-CAM system (치과용 캐드캠 시스템으로 제작된 고정성 보철물의 품질 분석)

  • Kim, Won-Soo;Han, Man-So;Jung, Jae-Kwan;Kim, Ki-Baek
    • Journal of Technologic Dentistry
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    • v.36 no.3
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    • pp.159-164
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    • 2014
  • Purpose: The purpose of this study was analysis of quality of fixed prostheses fabricated by dental CAD/CAM system. Methods: The ten same cases of stone models were manufactured by dental scannable model, and stone models were scanned using the dental scanner for changing digital model. Ten digital models were completed. The design of zirconia core for zirconia based all-ceramic crown was conducted by the dental CAD program. The samples were fabricated using the pre-sintered zirconia block by dental milling machine. Marginal gaps were analyzed using by silicone replica technique at the eight parts for quality analysis of samples. One-way ANOVA was used for statistical analysis(${\alpha}=0.05$). Results: The mean for marginal gaps were $93.2{\sim}99.1{\mu}m$ at the eight parts. One-was ANOVA didn't show significant differences(p=0.089). Conclusion: The fixed dental prostheses fabricated by dental CAD/CAM were within clinically acceptable range.