• Title/Summary/Keyword: Empirical Correlation

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Analysis of Urban Agricultural Effects by Factors According to the Urban Citizens Income Level: Socially Sustainable Effect, Negative Effect, and Economically Sustainable Effect

  • Hong, In Kyoung;Chae, Young;Jang, Yoonah;Lee, Sang-Mi;Su, Jung Nam
    • Journal of People, Plants, and Environment
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    • v.21 no.6
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    • pp.461-471
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    • 2018
  • The role of urban agriculture should not be limited as a small-scale crop cultivation activity as it was, but it has to be considered as an entire process of a agriculture activity for the restoration of the city community. This study is based on the assumption that there has been a significant change in urban lifestyle and urban farming preference, considering the overall improvement in standard of living after implementation of five day work week system. It was conducted for urban citizens who were interested in actual urban agriculture for ages 19 and over who visited the Korea Urban Agriculture Exhibition in 2018. Only 115 valid samples were used for the empirical analysis. To analyze the demographic characteristics and effects of urban agriculture, frequency analysis and descriptive statistics were conducted. In order to analyze the reliability and validity of the measurement variables of the effect, the variables that deteriorate the validity were removed and 15 variables of the urban agricultural effect were selected. According to the result of factor analysis, three factors were extracted as follows: socially sustainable effect, negative effect and economically sustainable effect. In order to examine the effects of urban agriculture depending on income level, the one-way ANOVA, which is a statistical technique for verifying differences in the sample means, was performed. The psychological stability of people, the recovery of humanity through communion with nature, and the vitalization of agriculture linked with local agriculture had significant correlations with income level. The negative effect showed no significant correlation with income level. The improvement of the local environment was found to have an impact in relation with income level. We expect that there will be more studies on policies for the new types and models of urban agriculture in order to make it easier for urban citizens to approach it.

The Effects of Authentic Leadership on the Positive Psychological Capital and the Teamwork Competence -Focusing on Nurses of General Hospitals- (진성리더십이 조직구성원의 긍정심리자본과 팀워크역량에 미치는 영향 -종합병원 간호사를 중심으로-)

  • Yoon, Sun-Hwa;Kim, Hae-Ryong
    • Journal of Digital Convergence
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    • v.17 no.5
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    • pp.191-205
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    • 2019
  • This study investigated the relationship of authentic leadership(AL) with positive psychological capital(PPC) and teamwork competence(TC) and the mediation effect of PPC to facilitate theoretical and practical development of AL. For the empirical analysis, data were collected from the sample of 172 nurses working at general hospitals. Collected data were analyzed with factor analysis, correlation analysis, multiple regression analysis, mediated regression analysis using SPSS 21.0 to test the hypotheses. Results showed that the AL was positively related to the PPC as well as TC and the PPC was positively related to the TC. And further, the PPC is found as playing as a partial mediator on the relationship between the AL and the TC. These results provided the positive influence of authentic leadership on work team. Based on these results, practical implications were discussed for effectiveness of nurse organizations. Lastly, limitations were indicated and some possible directions for authentic leadership and its relationship to work team were suggested for future studies.

Kernel Regression Model based Gas Turbine Rotor Vibration Signal Abnormal State Analysis (커널회귀 모델기반 가스터빈 축진동 신호이상 분석)

  • Kim, Yeonwhan;Kim, Donghwan;Park, SunHwi
    • KEPCO Journal on Electric Power and Energy
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    • v.4 no.2
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    • pp.101-105
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    • 2018
  • In this paper, the kernel regression model is applied for the case study of gas turbine abnormal state analysis. In addition to vibration analysis at the remote site, the kernel regression model technique can is useful for analyzing abnormal state of rotor vibration signals of gas turbine in power plant. In monitoring based on data-driven techniques correlated measurements, the fault free training data of shaft vibration obtained during normal operations of gas turbine are used to develop a empirical model based on auto-associative kernel regression. This data-driven model can be used to predict virtual measurements, which are compared with real-time data, generating residuals. Any faults in the system may cause statistically abnormal changes in these residuals and could be detected. As the result, the kernel regression model provides information that can distinguish anomalies such as sensor failure in a shaft vibration signal.

The Effects of Productization, Organizational, Overseas Market Adaptation Competences on Export Performance: Focus on Korean Electromagnetic Wave Shielding Firms (기업의 제품화 역량, 조직역량, 해외시장 적응역량이 수출성과에 미치는 영향: 전자파 차폐 기업을 중심으로)

  • Park, Won-Cheol;Oh, Ka-Young
    • Asia-Pacific Journal of Business
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    • v.11 no.3
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    • pp.307-344
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    • 2020
  • Purpose - The purpose of this study is to examine effects of productization and organizational competences on export performance of electromagnetic shielding companies and to analyze moderating effects of overseas market adaptation competences. For this, hypotheses were established by reviewing previous studies and an empirical analysis was conducted for testing. Design/methodology/approach - For this study, a survey was conducted for workers at electromagnetic shielding companies and 250 valid responses out of 300 questionnaires were aquired. A frequency analysis of related variables was conducted. Through an exploratory factor analysis, validity and reliability tests of measuring tools were conducted and a descriptive statistics was analyzed for collected data result and hypotheses testing. Findings - A correlation analysis was conducted to examine relationships among variables. Construct, convergent and discriminant validities were analyzed after a confirmatory factor analysis and a multi-group confirmatory factor analysis. Finally, with a verified model, the hypotheses and the moderating effects were tested. The results are as follows: First, the productization competence has a positive effect on export performance; Second, the organizational competence has a positive effect on export performance. Especially, the organizational competence has more effect on export performance than the productization competence. Although a development of new technology and product is important in terms of performance, along with these competences, a way of acquiring new skills and knowledge, and internalization and adaptation in organizations have more effect on export performance. Third, overseas market adaptation competence moderates effects of organizational and productization competences. Research implications or Originality - It is necessary to seek out opportunities for workers to participate in actively, such as conferences and seminars, to strengthen organizational competence. It is strongly believed that a constant development of high quality product will contribute to export performance. Lastly, in a policy level, supports on SMEs by governments are to be strengthened by providing with finance and human resource.

Impact of Competency of Consulting Company on Business Performance: Focus on Franchise Companies

  • CHO, Young-Re;KIM, Moon-Myoung;SEO, Min-Gyo
    • The Korean Journal of Franchise Management
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    • v.11 no.2
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    • pp.7-15
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    • 2020
  • Purpose - The purpose of this study was to structurally verify how the competency of consulting company affects the business performance of consulting client firms through consulting achievement and consulting utilization. It aims to provide information for successful consulting and suggest strategic measures to improve consulting performance. Research design, data, and methodology - This study examines the structural relationship between competency of consulting company, consulting performance, and performance of consulting client firms. In this model, competency of consulting company consists of three sub-dimensions such as reputation, ability to perform business, and expertise. For these purposes, research model and hypotheses were developed. This survey was conduct ed for employees of companies that have experienced consulting in the past year. A total of 195 were used for this study. The data were analyzed using frequency analysis, confirmatory factor analysis, correlation analysis, and SEM with SPSS 18.0 and Amos 18.0 statistical program. Result - The results of this study are as follows. First, reputation, ability to perform business and expertise, which are sub-dimensions of consulting competence, was found to have positive effect on consulting achievements and also found to have a positive effect on utilization. Second, consulting performance was found to have positive effects on business performance of consulting client firms. It means that the management's willingness to utilize consulting results and the achievements of consulting performance have a positive effect on the company's management performance. Conclusions - Consulting firms need to perform customer-oriented consulting by accurately recognizing what management consulting is required by the client firms. The academic significance of this study was that the research was conducted through structural empirical analysis, not only from the relationship of competency of consulting company to consulting performance, but also to the relationship of business performance of client firms. In addition, the practical implication of this study is that clients can actively utilize the results of consulting to lead business performance.

The Effects of Household Financial Difficulties Caused by COVID-19 on Suicidal Tendencies of Adolescents: Application of Propensity Score Matching Analysis (COVID-19로 인한 가정경제 악화가 청소년의 자살경향성에 미치는 효과 분석: 성향점수매칭 분석의 적용)

  • Lee, Mi-Sun;Han, Seunghui;Kang, Jooyeon;Kim, Joonbeom
    • The Journal of Korean Society for School & Community Health Education
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    • v.22 no.2
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    • pp.1-14
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    • 2021
  • Objectives: The study aimed to analyze the effects of household financial difficulties caused by COVID-19 (2019 coronavirus disease) on suicidal tendencies of adolescents. Methods: We selected 54,948 middle and high school students who were surveyed based on the Korean Youth Risk Behavior Web-based Survey 2020. To analyze the data, we used the STATA 16.0 program to conduct propensity score matching (PSM). Results: After controlling for selection effects by using PSM, the household financial difficulties caused by COVID-19 maintained a significant predictive effect on increasing suicidal ideation, suicide attempts, and decreasing tendency in hospital-treated after suicide attempts. However, depressive symptoms and suicide plan did not show a significant correlation with household financial difficulties associated with COVID-19. Conclusions: It was found that the rate of suicidal ideation and suicide attempts among adolescents who experienced a household financial difficulties due to COVID-19. Therefore, It can provide empirical evidence for estimating the impact of COVID-19 on adolescent suicide rates.

Experimental Research of Characteristic of Pool Boiling Heat Transfer of Saturated Liquid Nitrogen with Helical Coil Type Heat Exchanger (나선형 튜브 열교환 방식의 포화 상태 액체질소의 비등열전달 특성에 대한 실험적 연구)

  • Seo, Mansu;Lee, Jisung;Kim, Junghan;Kang, Sunil
    • Journal of the Korean Society of Propulsion Engineers
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    • v.24 no.3
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    • pp.59-70
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    • 2020
  • Obtaining external forced convection heat transfer from bubble boiling and validating it with experimental results using cryogenic liquids are suggested to derive total heat transfer coefficient with pool boiling condition in the case of coil type heat exchanger with a bundle of tubes and to overcome the limitation of using the empirical correlation. Experiment is conducted with pool boiling heat transfer of saturate liquid nitrogen with helical coil type heat exchanger using liquid oxygen as hot stream fluid. Experimentally measured heat transfer coefficient is well-agreed with the estimated curve considering nucleate boiling and forced convection induced by bubble rise.

Evaluation of Usefulness for Diagnosis of Lung Cancer on Integrated PET-MRI Using Decision Matrix (판정행렬을 기반한 일체형 PET-MRI의 폐암 진단 유용성 평가)

  • Kim, Jung-Soo;Yang, Hyun-Jin;Kim, Yoo-Mi;Kwon, Hyeong-Jin;Park, Chanrok
    • Journal of radiological science and technology
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    • v.44 no.6
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    • pp.635-643
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    • 2021
  • The results of empirical researches on the diagnosis of lung cancer are insufficient, so it is limited to objectively judge the clinical possibility and utilization according to the accuracy of diagnosis. Thus, this study retrospectively analyzed the lung cancer diagnostic performance of PET-MRI (Positron Emission Tomography-Magnetic Resonance Imaging) by using the decision matrix. This study selected and experimented total 165 patients who received both hematological CEA (Carcinoembryonic Antigen) test and hybrid PET-MRI (18F-FDG, 5.18 MBq/kg / Body TIM coil. VIVE-Dixon). After setting up the result of CEA (positive:>4 ㎍/ℓ. negative:<2.5㎍/ℓ) as golden data, the lung cancer was found in the image of PET-MRI, and then the SUVmax (positive:>4, negative:<1.5) was measured, and then evaluated the correlation and significance of results of relative diagnostic performance of PET-MRI compared to CEA through the statistical verification (t-test, P>0.05). Through this, the PET-MRI was analyzed as 96.29% of sensitivity, 95.23% of specificity, 3.70% of false negative rate, 4.76% of false positive rate, and 95.75% of accuracy. The false negative rate was 1.06% lower than the false positive rate. The PET-MRI that significant accuracy of diagnosis through high sensitivity and specificity, and low false negative rate and false positive rate of lung cancer, could acquire the fusion image of specialized soft tissue by combining the radio-pharmaceuticals with various sequences, so its clinical value and usefulness are regarded as latently sufficient.

The Effect of SME CEO Types and Technology Innovation Capabilities on Business Performance and Mediating Effect of Innovation Performance (중소제조기업의 CEO유형과 기술혁신역량이 경영성과에 미치는 영향과 기술혁신성과의 매개효과에 관한 연구)

  • Lee, Rok;Jeon, Susung
    • The Journal of the Korea Contents Association
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    • v.22 no.3
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    • pp.331-342
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    • 2022
  • The business environment of today's small and medium-sized manufacturing enterprises (SMEs) has a tendency to shorten the product life cycle due to the rapid technological change. Therefore, in this study, an empirical study was conducted to understand the influence of CEO type and technological innovation capability on management performance through technological innovation performance as a medium. The subject of the study was a survey focusing on executive level and above of small and medium-sized manufacturing companies in the southeast region, and the research results are as follows. Overall, it was verified that the structural causal relationship between the technological innovation performance and the management performance of the CEO type and technological innovation capability of small and medium-sized manufacturing enterprises is a relationship that has a significant influence with mutual correlation. These results indicate that higher performance can be achieved when technological innovation performance is combined with the effect of technological innovation capability on management performance according to CEO type. In this way, SMEs are trying to present the need for various innovative activities to discover excellent technologies and acquire competence, and to suggest a development direction that requires efforts to improve the technological competitiveness of enterprises.

A study on the relationship between performance factors and individual performance evaluation results (성과요인과 개인성과 평가결과의 관계에 대한 연구)

  • Kim, Jae-Boong
    • Journal of Industrial Convergence
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    • v.20 no.1
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    • pp.35-42
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    • 2022
  • This study divided employee performance factors into individual, organizational, and institutional factors, and empirically analyzed their relationship with performance evaluation results. Based on the final 417 samples, the results using the SPSS and AMOS are summarized as follows. Among the performance factors, job satisfaction and a fair performance system showed a significant positive (+) relationship with the individual performance evaluation results, and it was difficult to find a clear correlation with stable interpersonal relationships. Job satisfaction (β= 0.432, t= 7.375***) had the greatest impact, followed by a fair performance system (β= 0.127, t= 2.406*). This can be said to be the case where the cause of performance is satisfaction with the job and the recognition that the organization's performance system is fair. However, it was found that stable interpersonal relationships, that is, interpersonal relationships that have smooth relationships with other people and are accompanied by psychological stability, are not a performance factor. Based on the empirical analysis results, a discussion on performance factors, implications of this study, and future research directions are presented.