• Title/Summary/Keyword: Kurtosis and skewness

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A Study on the Measurement of the Influence of Libraries on the Quality of Life (도서관이 삶의 질에 미치는 영향의 측정에 관한 연구)

  • Noh, Younghee
    • Journal of Korean Library and Information Science Society
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    • v.50 no.4
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    • pp.101-135
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    • 2019
  • The purpose of this study is to examine what influence the satisfaction of the services rendered by libraries has over the satisfaction of life, which is consisted of income employment, education, cultural leisure, family community, citizenry participation, safety environment, and subjective satisfaction. To this end, a questionnaire survey was conducted with the users of public libraries, and the extent of the measurement tools' regular distribution (skewness and kurtosis), validity and reliability were validated. First, it turned out that the satisfaction of library service has a significant influence over the satisfaction of life for income and employment. Second, the satisfaction of library service turned out to have a significant influence on the educational part of the satisfaction of life partially. Third, the overall satisfaction of library turned out to have influence over the satisfaction of culture, leisure, and health among the satisfaction of life. Fourth, it turned out that the greater the satisfaction of the library's program services and comprehensive parts, the higher the family and community satisfaction will be. Fifth, the citizenry participation increased as the library's program services and comprehensive parts increased. Sixth, as the satisfaction of library services increased, the satisfaction of safety and environment also increased. Finally, the subjective satisfaction increased as the library's space and place services and the library's overall satisfaction increased. Such research results suggest that various support for libraries could improve the quality of life and satisfaction of the people.

Changes in sedimentary structure and elemental composition in the Nakdong Estuary, Korea (낙동강 하구역 퇴적구조 및 원소조성 변화에 관한 연구)

  • Kim, Yunji;Kang, Jeongwon;Park, Seonyoung
    • Journal of Wetlands Research
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    • v.23 no.3
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    • pp.213-223
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    • 2021
  • To understand the sedimentary environment of Scirpus planiculmis habitat (Myeongji and Eulsuk tidal flats) in the Nakdong Estuary, this study analyzed the statistical parameters (sorting, skewness, and kurtosis) of grain size data and the major (Al, Fe, Mn, Mg, Ca, Na, K, Ti, and P), minor (Li, Sc, V, Cr, Co, Ni, Cu, Zn, Sr, Zr, Cs, Pb, Th, and U), and rare earth elements (REEs) in sediment cores. For Myeongji, the sediment structure of the upper part of the cores was poorly sorted, more finely skewed, and more leptokurtic due to construction of the West gate. By contrast, the Eulsuk cores all differed due to the contrasting floodgate operation patterns of the West and East gates. The linear discriminate function (LDF) results corresponded to the statistical parameters for grain size. At the Eulsuk tidal flat (sites ES05 and ES11), elemental distributions were representative of Al-, Fe- and Ca-associated profiles, in which the elements are largely controlled by the accumulation of their host minerals (such as Na- and K-aluminosilicate and ferromagnesium silicate) and heavy detrital minerals at the sites. Detrital minerals including the aluminosilicates are major factors in the elemental compositions at ES05, diluting the REE contents. However, clay minerals and Fe-oxyhydroxides, as well as REE-enriched heavy minerals, appeared to be controlling factors of the elemental composition at ES11. Therefore, the mineral fractionation process is important in determining the elemental composition during sedimentation, which reflects the depositional condition of riverine-saline water mixing at both sites.

The Mediating Effect of Ego Resilience in the Relationship between Children's Academic Stress and School Adjustment (아동의 학업 스트레스와 학교 적응간의 관계에서 자아탄력성의 매개효과)

  • Jeong Yeong Mi
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.2
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    • pp.99-104
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    • 2023
  • The purpose of this study was to examine the effect of children's academic stress on school adaptation and to verify whether ego-resilience plays a mediating role in the relationship between academic stress and school adaptation. Based on the data from the 12th year of the Korean Children's Panel (2019), the general characteristics of the main subjects and the mean, standard deviation, skewness and kurtosis of the main variables were confirmed through basic statistical analysis, and correlation analysis was conducted between variables. In addition, to examine whether ego-resilience mediated the effect of academic stress on school adaptation, a three-step regression analysis was conducted following the procedure of Baron and Kenny. The results of this study were as follows. First, it was found that children's academic stress, school adaptation, and ego resilience were all significantly correlated. The higher the academic stress, the lower the ego-resilience and school adaptability. Second, it was confirmed that ego-resilience has a partial mediating effect in the relationship between children's academic stress and school adjustment. Ego resilience in the academic stress situation means that it acts as an important mediating factor to flexibly adapt to school life by objectively grasping and coping with the stress situation. Therefore, we need to recognize the need for flexible and resilient individual characteristics so that children can reduce academic stress and adapt well to school life, and seek active interest and intervention plans.

Effect of Hair and Beauty Professionals' Self-Management on Job Performance and Intention to Continue Their Duties: Mediated Verification of Self-Efficacy (헤어미용전문가의 자기관리가 직무성과 및 미용지속의도에 미치는 영향: 자기효능감의 매개검증)

  • Jeong-Hwa Cho
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.5
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    • pp.1149-1162
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    • 2023
  • The purpose of this study is to study the mediating verification of self-efficacy in the effect of self-management of hair beauty experts on job performance and beauty continuity intention. The subjects of the study were surveyed and used for analysis of 256 beauty experts working as hair beauty experts in Seoul and Gyeonggi Province. The SPSS 28.0 and AMOS 28.0 statistical package programs were used for the analysis method, and descriptive statistics of mean, standard deviation, kurtosis, skewness, confirmatory factor analysis and reliability analysis, correlation, and mediating effect analysis were analyzed using bootstrapping techniques. The results of the study showed that the self-management of hair beauty experts had a significant positive (+) effect on self-efficacy, job performance, and intention to continue beauty. The self-efficacy of hair beauty experts had a significant (+) effect on job performance and beauty continuity intention. It was confirmed that there was a mediating effect of self-efficacy in the relationship between self-management and job performance of hair beauty experts. The statistical significance level is p<.It was analyzed by setting it at the level of 05.

Price Discovery in the Korean Treasury Bond Futures Market (한국국채선물시장에서의 가격발견기능에 관한 연구)

  • Seo, Sang-Gu
    • Management & Information Systems Review
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    • v.30 no.2
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    • pp.257-275
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    • 2011
  • The price relationship between the futures market and the underlying spot market has attracted the attention of academics, practitioners, and regulators due to their roles during periods of turbulence in financial markets. The purpose of this paper is to investigate the dynamic of price relationship(or lead-lag relationship) between Korean Treasury Bond futures market and spot market. To examine the nature of the price relationship, descriptive statistics, serial correlation, and cross-correlation are used as a preliminary statistics in the Korean Treasury Bond spot and futures market. Next, following Stoll-Whaley(1990) and Chan(1992), the multiple regression method is used to examine the lead-lag patterns between the two markets. The empirical results are summarized as follows. The mean returns of spot markets and future markets are positive(+) and negative(-) respectively and the standard deviation of both stock and futures returns increase through the sub-periods. For the most periods, there is negative skewness in the both markets. The zero excess kurtosis due to the heavy tails of the distribution are relatively large. The autocorrelations in the spot returns for the sample periods are positive in time lag 1, but the autocorrelations in the future returns shows no significant evidence. The results of the daily cross-correlations between the KTB spot and futures returns indicate that a lead-lag relationship don't exist for price changes of futures and spot markets as a preliminary analysis. Finally, empirical results of regression analysis for both market indicate that there is no evidence that the KTB futures lead the KTB spot market, or the KTB spot market lead the KTB futures market. These results are robust for all sub-periods.

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Relationship between Peer Interaction, Self-regulation and Leadership of Young Children: Analysis on Mediating Effect of Self-Regulation (유아의 또래 상호작용, 자기조절과 리더십간의 관계 연구: 자기조절의 매개효과 분석)

  • Park, Mi Suk;Ahn, Hyo Jin
    • Korean Journal of Childcare and Education
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    • v.11 no.4
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    • pp.1-17
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    • 2015
  • The purpose of this study is to investigate the relationship between peer interaction, self-regulation and leadership of young children, and examine the mediating effect of self-regulation ability in the effect of peer interaction on the leadership of young children. The subjects of the study were 211 children aged 4 to 5 who attended in child education institutes in the Seoul-Incheon area. A survey was conducted on teachers who worked in kindergartens and day care centers with questionnaires, and the collected data were analyzed. For data analysis, SPSS WIN 21 program was used to calculate mean, standard deviation, skewness, and kurtosis, and correlation analysis was conducted. Also, the structural equation model was validated using Amos 21, and the following results were obtained. First, the positive peer interaction, self-regulation and leadership of children were positively associated. Second, the peer interaction did not have a significant effect on the leadership of young children, and the self-regulation of young children had a positive effect on the leadership of young children. It was found that peer interaction had a positive effect on the self-regulation of young children, and in the relationship of effects on the leadership of young children, the self-regulation was found to play a role of significant mediating effect. Such results are remarkable elements in leadership education for young children, implying the importance of peer interaction and self-regulation of young children.

Effects of PETTLEP Model-based Image Training on Nursing Student' Confidence and Competency in Core Basic Nursing Skills,Participation in Self-Practice (PETTLEP 모델 기반 심상훈련 적용이 간호대학생의 핵심기본간호술 수행자신감 및 수행능력, 자율실습 참여도에 미치는 효과)

  • Gu, Hee-Seon
    • Journal of the Korean Applied Science and Technology
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    • v.38 no.4
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    • pp.1056-1069
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    • 2021
  • This study is a similar experimental study before and after the inequality control group to investigate the effect of PETTLEP model-based image training on fundamental nursing practice education on the confidence and competence ability of core basic nursing skills, and participation in autonomous practice. Data were collected by randomly assigning 74 students who understood the purpose of the study and voluntarily agreed to participate in the study among second-year students of the Department of Nursing at U University located in K Province, randomly assigned to an experimental group and a control group. For the collected data, frequency and percentage were used for general characteristics of subjects using SPSS Statistics 23.0 program, skewness and kurtosis were used for normality test, and the dependent variable test for measuring the effect of experimental treatment was analyzed by paired t-test. As a result of the study, PETTLEP model-based image training showed confidence in core basic nursing skills(t=4.18, p<.001) and competence (knowledge(t=2.241, p=.032), nursing skills(t=8.402, p<.001)), there were statistically significant differences in self-practice participation(t=6.822, p<.001). Based on the results of this study, the PETTLEP model-based image training provided Based on the results of this study, it was confirmed that PETTLEP model-based image training can be a teaching and learning method applicable to basic nursing education. In addition, PETTLEP model-based image training is expected to be utilized as a learning method to improve the competence of core basic nursing skills, which are recognized as difficult due to their high level of difficulty.

Characteristics of Particle Composition and Organic Matter Distribution for Tidal Flat Sediments in the Saemankeum Area (새만금 갯벌의 입도조성과 유기물질 분포특성)

  • YOU Sun-Jae;KIM Jong-Gu;CHO Eun-Il
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.36 no.1
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    • pp.49-54
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    • 2003
  • This study was conducted to evaluate characteristics of particle composition and organic matter distribution for tidal flat sediments in the Saemankeum area. The tidal flat sediments consist of predominantly sand and a little of silt, whereas the content of clay was very low. The analyzed values of particles of tidal flat sediments were in the range of $4.60\~10.90\;{\phi}$ for mean size and $-0.1\~1.75\;{\phi}$ for sorting and $-1.0\~0.92\;{\phi}$ for skewness and $0.27\~6.75\;{\phi}$ for kurtosis. The tidal flat sediments are interpreted as representing significant effect of the environmental change due to the construction of Saemankeum embankment. The ORP was in the range of -133$\~$200 (mean 73) mV. But 24 stations of the total stations showed reduction condition, The concentration of CODs was in the range of 17.54$\~$6,176.3 mg/kg. The ratio of C/S was 0.02$\~$0.45 (mean 0.24). And the Saemankeum tidal flat sediment was a little effected by input organic pollutants from upper site area. Conclusively, conservation of the Saemankeum tidal flat sediment was requested because it is for the growing fishery and low organic matter.

Characteristics of Grain Size and Organic Matters in the Tidal Flat Sediments of the Suncheon Bay (순천만 갯벌의 입도조성 및 유기물 분포특성)

  • Jang, Sung-Guk;Cheong, Cheong-Jo
    • Journal of the Korean Society for Marine Environment & Energy
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    • v.13 no.3
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    • pp.198-205
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    • 2010
  • The purpose of this study is to investigate the characteristics of the grain size distribution and organic matters to understand the current status of the tidal flat sediment for efficient management of Suncheon Bay. We investigated the characteristics of the surface sediments in the mouth area of the Suncheon Bay at fifteen stations in April and July, 2009. Specific conclusions were as follows. The sediments in the most part of tidal flat was shown as muddy facies(clay and silt contents was more than 90%), whereas in the tidal river affected by water flow from the Dongstream was shown as sandy facies. The analyzed values of the tidal flat sediment were in the range of $1.9{\sim}3.8{\phi}$(mean $2.5{\phi}$) for sorting, and -1.5~3.2(mean -0.3) for skewness, and 1.5~14.1(mean 3.9) for kurtosis. So we knew that the tidal flat sediments in the Suncheon Bay was mainly composed by fine-grained sediment. Erosion was happened in the tidal river, whereas sedimentation was occurred in the tidal flat. The most of organic matters was derived from the Dongstream. Total organic matters shown as ignition loss was 5.75%, COD and $H_2S$ values were lower than the eutrophication level(COD; 20.0 mg/g dry, $H_2S$; 0.2 mg S/g dry). From our research the tidal flat of the Suncheon Bay is relatively fine, but a part of the flat was exceed the environmental standard. So we have to establish effective countermeasures to reduce the organic matters and nutrients derived from stream for environmental preservation of the Suncheon bay and conduct scientifically sustainable monitering for streams flowing into Suncheon Bay and tidal flat.

Interaction of native language interference and universal language interference on L2 intonation acquisition: Focusing on the pitch range variation (L2 억양에서 나타나는 모국어 간섭과 언어 보편적 간섭현상의 상호작용: 피치대역을 중심으로)

  • Yune, Youngsook
    • Phonetics and Speech Sciences
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    • v.13 no.4
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    • pp.35-46
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    • 2021
  • In this study, we examined the interactive aspects between pitch reduction phenomena considered a universal language phenomenon and native language interference in the production of L2 intonation performed by Chinese learners of Korean. To investigate their interaction, we conducted an acoustic analysis using acoustic measures such as pitch span, pitch level, pitch dynamic quotient, skewness, and kurtosis. In addition, the correlation between text comprehension and pitch was examined. The analyzed material consisted of four Korean discourses containing five and seven sentences of varying difficulty. Seven Korean native speakers and thirty Chinese learners who differed in their Korean proficiency participated in the production test. The results, for differences by language, showed that Chinese had a more expanded pitch span, and a higher pitch level than Korean. The analysis between groups showed that at the beginner and intermediate levels, pitch reduction was prominent, i.e., their Korean was characterized by a compressed pitch span, low pitch level, and less sentence internal pitch variation. Contrariwise, the pitch use of advanced speakers was most similar to Korean native speakers. There was no significant correlation between text difficulty and pitch use. Through this study, we observed that pitch reduction was more pronounced than native language interference in the phonetic layer.