• 제목/요약/키워드: Descriptive analysis

검색결과 6,282건 처리시간 0.028초

Evaluation of Water Quality Using Multivariate Statistic Analysis with Optimal Scaling

  • Kim, Sang-Soo;Jin, Hyun-Guk;Park, Jong-Soo;Cho, Jang-Sik
    • Journal of the Korean Data and Information Science Society
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    • 제16권2호
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    • pp.349-357
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    • 2005
  • Principal component analysis(PCA) was carried out to evaluate the water quality with the monitering data collected from 1997 to 2003 along the coastal area of Ulsan, Korea. To enhance evaluation and to complement descriptive power of traditional PCA, optimal scaling was applied to transform the original data into optimally scaled data. Cluster analysis was also applied to classify the monitering stations according to their characteristics of water quality.

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원의 방정식의 서술형 평가에서 오류유형 분석 (An analysis of the mathematical errors on the items of the descriptive assessment in the equation of a circle)

  • 한경민;고상숙
    • 한국수학교육학회지시리즈A:수학교육
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    • 제53권4호
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    • pp.509-524
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    • 2014
  • This study was to investigate the types of errors and the frequency of errors to understand students' solving process on the descriptive items with the students of an excellent high school which located in a non-leveling local school district of Gyunggi Province. All 11 items were developed in the equation of a circle and 120 students who attended this high school participated in solving them. The result showed a tendency as follows: Logically invalid inference(Type A, 38.83%) of errors, Omission error of the problem solving process(Type B, 25%), Technical error(Type C, 15.67%), Wrong conclusion(Type D, 11.94%), Use of wrong theorem(Type E, 5.97%), and Use of wrong picture(Type F, 2.61%). The logically invalid inference the students showed with a largest tendency was made because of the lack of reflection. This meant that this error could be corrected in a little treatment of carefulness.

대학생의 폭음 행동 모형 (Construction of the Structural Equation Model on Binge Drinking among Korean Undergraduate Students)

  • 서지영
    • 성인간호학회지
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    • 제26권1호
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    • pp.78-88
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    • 2014
  • Purpose: The purpose of this study was to construct a structural equation model (SEM) that would describe the binge drinking among Korean undergraduate students. Methods: Model construction was based on the theory of planned behavior and prototype/willingness model, using the variables; intention, attitude, descriptive norm, and prototype perception of binge drinking, alcohol use disorders identification test (AUDIT), and binge drinking behavior. The analysis of data was done with both SPSS 20.0 for descriptive statistics and AMOS 20.0 for SEM. Results: The binge drinking intention was found to have a significantly direct effect in influencing binge drinking behavior. In addition, attitude, descriptive norm, and prototype perception of binge drinking were found to have a significantly direct effect in influencing binge drinking intention. The final modified model yielded $x^2$=374.2 (p<.001), df=174, $x^2/df$=2.15, GFI=.87, AGFI=.82, NFI=.89, PNFI=.73 RMSEA=.07, and CFI=.94. Conclusion: This study constructed a model that addressed the factors related to binge drinking and described the relationship of these factors in influencing binge drinking among Korean undergraduate students. Findings from this study can contribute to designing appropriate prevention strategies to reduce problem related binge drinking in undergraduate students.

The Impact of Information Technology on Organizational Performance: The Mediating Effect of Organizational Learning

  • KHAN, Umair;ZHANG, Yongan;SALIK, Madiha
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.987-998
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    • 2020
  • This study aims to examine OL as a potential mediating variable in the relationship between IT and organizational performance. Organizational learning (OL) has been proposed as the mechanism to accomplish this task. Existing empirical research demonstrates that OL may indeed act as a mediator for the effect of IT on organizational outcomes. Also, existing literature discusses the use of technology in the organization, and the case for OL as the key knowledge process, and the intersection between technology and OL as a knowledge-based means for improving organizational performance. Many studies use a descriptive measure of OL despite the theory suggesting that a normative measure may be more appropriate. This study aims to address these concerns in a setting by using structural equation modelling (SEM) to compare the effectiveness of descriptive and normative measures of OL as mediating variables in knowledge-intensive organizations. Survey results support OL as a mediator between IT and organizational performance in addition to normative measures of OL outperforming descriptive measures. Implications for research and practice are discussed. To test the model, we will apply (SEM) structural equation modeling in the analysis of a moment structures (AMOS) on the empirical evidence collected from 218 Pakistani CEOs and top managers.

메뉴 라벨의 제시 유형과 소비자 지식 수준에 따른 커뮤니케이션 효과 (Communication Effects of the Presenting Types of Menu Labelsand Consumers' Knowledge Level)

  • 나태균;최인섭
    • 한국조리학회지
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    • 제14권1호
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    • pp.107-122
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    • 2008
  • The purpose of this study is to analyze the effects of the presenting type of menu labels(regular/descriptive) and knowledge level(high/low) on the advertisement(Ad) comprehension, attitude toward the Ad, attitude toward the brand, purchase intentions. For that reasons, 157 university students who are majoring in food-service management or culinary arts were conveniently selected as sample for $2{\times}2$ factorial design. A final sample of 153 responses were deemed usable and then two-way ANOVA was used for statistical analysis. The findings are as follows. First, there were significant differences between the presenting types of menu labels and communication effects including the Ad comprehension, attitude toward the Ad, attitude toward the brand, purchase intentions. It can be known that descriptive menu labels showed higher communication effects than regular menu labels. Second, there were significant differences between the knowledge levels and communication effects including the Ad comprehension, attitude toward the Ad, and purchase intention but not in attitude toward the brand. It can be known that consumers with relatively high knowledge levels showed higher the Ad comprehension, attitude toward the Ad, purchase intention than consumers with low knowledge levels. The results of this study can be used as data for more effective menu marketing and basic of further empirical study for effectiveness of menu labels.

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벼 재배 포장 생육변이의 공간통계학적 해석 (Geo-statistical Analysis of Growth Variability in Rice Paddy Field)

  • 이충근;성제훈;정인규;김상철;박우풍;이용범;박원규
    • Journal of Biosystems Engineering
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    • 제29권2호
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    • pp.109-120
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    • 2004
  • To obtain basic information for precision agriculture, spatial variability of rice growth condition was evaluated in 100m ${\times}$100m paddy field. The rice growth condition of four hundred locations in the field were investigated to analyze the spatial variability of their properties ; SPAD, plant length and tiller number. Geostatistical analysis was carried out to examine within-field spatial variability using semivariograms and kriged maps as well as descriptive statistics. Descriptive statistics showed that the coefficient of variation for SPAD, plant length, and tiller number exceeded 5.70 %, suggesting a relatively high variability. Geostatistical analysis indicated a high spatial dependence for all the properties except for the second tiller number. The range of spatial dependence was about 20 m for SPAD, plant length, and tiller number. Based on the results of spatial dependence, kriged maps were prepared for the properties to analyse their spatial distribution in the field. The results reflected the history of field management. In conclusion, the need for site-specific field management and possibility of precision agriculture were demonstrated even in an almost flat paddy field.

한국 산업간호 연구동향: 20년간 한국산업간호학회지 게재논문 분석 (Trends of Occupational Health Nursing Research in Korea)

  • 김영임;이복임
    • 한국직업건강간호학회지
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    • 제20권2호
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    • pp.195-203
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    • 2011
  • Purpose: The purpose of this study was to identify the trends of occupational health nursing research by analyzing the Korean Journal of Occupational Health Nursing for the last 20 years. Methods: A total of 268 published papers during the 20 year period were analyzed with structured analysis forms. Results: Most of the articles were descriptive, but the number of experimental studies increased. Fifty-five percents of the subjects were healthy workers. Most common selection of subjects appeared to be based on convenience. Sixty-eight percent of research instruments were questionnaires and the reliability and the validity of instruments were described in approximately half of the studies. Parametric statistics were the main methods of data analysis, but some advanced statistics were often used rather than simple descriptive statistics. Mainly "health" has been studied (47.9%) among four meta-paradigms of nursing science. Conclusion: It is necessary to develop more rigorous and various research methodology such as longitudinal design, experimental study, or randomized controlled trial. Also, special attention must be paid to studying the environment of workers.

환자안전인식 취약군에 대한 의사결정나무모형 (Analysis of Subgroups with Lower Level of Patient Safety Perceptions Using Decision-Tree Analysis)

  • 신선화
    • 대한간호학회지
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    • 제50권5호
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    • pp.686-698
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    • 2020
  • Purpose: This study was aimed to investigate experiences, perceptions, and educational needs related to patient safety and the factors affecting these perceptions. Methods: Study design was a descriptive survey conducted in November 2019. A sample of 1,187 Koreans aged 20-80 years participated in the online survey. Based on previous research, the questionnaire used patient safety-related and educational requirement items, and the Patient Safety Perception Scale. Descriptive statistics and a decision tree analysis were performed using SPSS 25.0. Results: The average patient safety perception was 71.71 (± 9.21). Approximately 95.9% of the participants reported a need for patient safety education, and 88.0% answered that they would participate in such education. The most influential factors in the group with low patient safety perceptions were the recognition of patient safety activities, age, preference of accredited hospitals, experience of patient safety problems, and willingness to participate in patient safety education. Conclusion: It was confirmed that the vulnerable group for patient safety perception is not aware of patient safety activities and did not prefer an accredited hospital. To prevent patient safety accidents and establish a culture of patient safety, appropriate educational strategies must be provided to the general public.

보건실 이용 학령후기 아동이 지각한 애착안정성, 사회적 지지가 신체화 증상에 미치는 영향 (Influence of Perceived Attachment Security and Social Support on Somatic Symptoms in Late School-Aged Children Using a School Health Clinic)

  • 박유진;임여진
    • Child Health Nursing Research
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    • 제22권4호
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    • pp.370-378
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    • 2016
  • Purpose: The purpose of this study was to examine current status of somatic symptoms of late school-aged children using the school health clinic and to investigate the influence of perceived attachment security and social support on their somatic symptoms. Methods: For this descriptive study, self-report questionnaires were completed by fifth and sixth graders attending 'A' elementary school in Gyeonggi-do. Data from 216 students were included. Data analysis included descriptive statistics, t-test, ANOVA, Pearson correlation coefficient, and multiple regression analysis. Results: Most frequent somatic symptoms were headache, fainting, backache, numbness in a body part, and muscle ache in that order. More frequent somatic symptoms were reported by girls, students who recognized their family SES as low, students who used school health clinic often and students who were dissatisfied with school life. Somatic symptom showed negative correlations with attachment stability and perceived social support from family and teachers. In the regression analysis, the variables; low attachment stability, female gender, and low satisfaction with school affected more frequent somatic symptoms. Conclusion: Careful monitoring of late school-aged children expressing frequent somatic symptoms is required. Intervention programs to improve attachment security and satisfaction with school should be developed for school children, especially girls, presenting with somatic symptoms.

서비스직 여성근로자의 일과 삶의 균형에 영향을 미치는 요인 (Factors Influencing Work-life Balance in Female Service Workers)

  • 조미경;이현경
    • 한국직업건강간호학회지
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    • 제26권4호
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    • pp.261-272
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    • 2017
  • Purpose: The study aimed to identify factors influencing work-life balance in female service workers. Methods: A cross-sectional descriptive study was conducted with an online survey of 234 service workers using volunteer panels. Data were collected using a self-administered questionnaire from July 16 to 24, 2017. Major variables included work-life balance, resilience, emotional intelligence, job stress, and fatigue. Using the SPSS 24.0 program, descriptive statistics, t-test, ANOVA, correlation analysis, and multiple regression analysis were conducted. Results: The mean score of the work-life balance level of female service workers was $2.9{\pm}0.85$ on a total score of 6. A multiple regression analysis revealed that smoking, resilience, job stress and fatigue were statistically significant factors in the model (p<.001), with an explanatory power of 50.3%. Emotional intelligence was not significantly associated with work-life balance. Conclusion: The level of work-life balance was considerably low in female service workers. This study suggests that nursing interventions to enhance work-life balance are required at both the individual and organizational levels.