• Title/Summary/Keyword: Sensitivity Factors

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Application of the QUAL2Kw model to a Polluted River for Automatic Calibration and Sensitivity Analysis of Genetic Algorithm Parameters (오염하천의 자동보정을 위한 QUAL2Kw 모형의 적용과 유전알고리즘의 매개변수에 관한 민감도분석)

  • Cho, Jae-Heon
    • Journal of Environmental Impact Assessment
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    • v.20 no.3
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    • pp.357-365
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    • 2011
  • The QUAL2K has the same basic characteristics as the QUAL2E model, which has been widely used in stream water quality modeling; in QUAL2K, however, various functions are supplemented. The QUAL2Kw model uses a genetic algorithm(GA) for automatic calibration of QUAL2K, and it can search for optimum water quality parameters efficiently using the calculation results of the model. The QUAL2Kw model was applied to the Gangneung Namdaecheon River on the east side of the Korean Peninsula. Because of the effluents from the urban area, the middle and lower parts of the river are more polluted than the upper parts. Moreover, the hydraulic characteristics differ between the lower and upper parts of rivers. Thus, the river reaches were divided into seven parts, auto-calibration for the multiple reaches was performed using the function of the user-defined automatic calibration of the rates worksheets. Because GA parameters affect the optimal solution of the model, the impact of the GA parameters used in QUAL2Kw on the fitness of the model was analyzed. Sensitivity analysis of various factors, such as population size, crossover probability, crossover mode, strategy for mutation and elitism, mutation rate, and reproduction plan, were performed. Using the results of this sensitivity analysis, the optimum GA parameters were selected to achieve the best fitness value.

Comparison of Price Sensitivity based on the Shopping Value, Purpose of Use and Social Situation (소비자의 쇼핑가치와 사용목적 및 사회적 상황에 따른 가격민감도 비교)

  • Nam, Eun-Ha;Lee, Jin-Hwa
    • Journal of the Korean Society of Clothing and Textiles
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    • v.33 no.9
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    • pp.1452-1462
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    • 2009
  • This research investigates the factors influencing price sensitivity in fashion products. This study incorporates three essential variables, which were likely to influence price sensitivity: the subjective shopping value of consumers, objective purpose of use, and social situation according to the shopping companions of consumers. A sample of young adult consumers (who had purchase experience of fashion products during the last six-months) was surveyed using a self-administered questionnaire. A 3-way ANOVA was used to evaluate the data. The results show that the utilitarian shopping value of consumers was more sensitive in price than the hedonic shopping value and a self-using purchase was more sensitive in price than a gift-giving purchase. In addition, a correlation effect was significant between the purpose of use and social situation. In addition, the correlation effect among all of the three variables was also significant.

Identification of Impact Factors in Ship-to-Ship Mooring Through Sensitivity Analysis

  • Lee, Sang-Won;Lee, Hyeong-Tak;Kim, Dae-Gun;Cho, Ik-Soon
    • Journal of Navigation and Port Research
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    • v.43 no.5
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    • pp.310-319
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    • 2019
  • With the recent increase in the volume of liquid cargo transportation, there is a need for STS( Ship To Ship) globally. In the case of the STS mooring, the safety assessment should be conducted according to other criteria because mooring is different from the general mooring at the quay, but there is no separate standard in Korea. Thus in this study, STS mooring simulation and sensitivity analysis using OPTIMOOR program, the numerical analysis program, was conducted to identify the characteristics of the STS mooring. The target sea modeled the Yeosu port anchorage in Korea and the target ship was selected as the case of VLCC (Very Large Crude Oil Carrier)-VLCC. Through the numerical simulation and sensitivity analysis, the characteristics of STS mooring were identified. Also based on these results, we focused on establishing the standard for STS mooring safety assessment. Numerical simulation results show that the STS mooring safety can be changed according to a ship's cargo loading condition, pre-tension of mooring line, sea depth, encounter angle with the weather, and the weather condition. Additionally, the risk matrix is prepared to establish the safe external force range in the corresponding sea area. This result can be used to understand the mooring characteristics of STS and contribute to the revision of mooring safety assessment criteria.

Factors Influencing on Bank Capital and Profitability: Evidence of Government Banks in Indonesia

  • ANGGRAENI, Anggraeni;BASUKI, Basuki;SETIAWAN, Rahmat
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.2
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    • pp.185-191
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    • 2022
  • The purpose of this research is to see if liquidity, non-performing assets, sensitivity, and efficiency have an impact on the profitability and capital of Indonesian state-owned banks. A random sample of public banks was used in this study. The data was collected from the first quarter of 2014 to the fourth quarter of 2019. Purposive sampling was used as the sampling technique. According to the findings of this study, liquidity (LDR) had a significant positive effect on capital but had no significant effect on profitability. Productive asset quality as proxied by the ACA and NPL ratios did not affect profitability or capital. As for the sensitivity ratio, which was proxied by the ratio of NOP and IRR, there were differences in behavior. Sensitivity had no significant impact on profitability or capital, while NOP had a significant positive impact on capital but not on profitability. In terms of efficiency, both OER and FBIR had a significant effect on profitability and capital, although in different directions. OER has a significant negative impact on both profitability and capital. Fee-based income (FBIR) had a significant positive impact on capital, but it had the opposite effect on profitability.

The influence of hospital nurses' moral sensitivity and ethical values on their biomedical ethics awareness (병원 간호사의 도덕적 민감성 및 윤리적 가치관이 생명의료윤리 의식에 미치는 영향)

  • Lee, Yoonji;Lee, Jong-Eun
    • The Journal of Korean Academic Society of Nursing Education
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    • v.29 no.1
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    • pp.51-59
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    • 2023
  • Purpose: This descriptive cross-sectional study aimed to examine the influence of nurses' moral sensitivity and ethical values on their biomedical ethics awareness. Methods: The study participants included 140 registered nurses working at three hospitals in Jeollabuk-do Province over six months. The data were collected from June 22 to July 3, 2020, and were analyzed using descriptive statistics, an independent t-test, one-way ANOVA, Pearson correlation coefficients, and stepwise multiple regression analysis with the IBM SPSS/WIN 20.0 program. Results: As a result of an analysis using stepwise multiple regression, nurses' biomedical ethics awareness was found to be significantly influenced by ethical values (β=.36, p<.001), moral sensitivity (β=.21, p=.007), and education in biomedical ethics (β=.16, p=.042) (adjusted R2=.21, p<.001). Conclusion: These findings suggest that moral sensitivity and ethical values are key factors in hospital nurses' development of biomedical ethics. Furthermore, the devising and implementing of a practical education program based on practical cases in medical situations to enhance nurses' biomedical ethics awareness is needed.

A Quantitative Study on Important Factors of the PSA of Safety-Critical Digital Systems

  • Kang, Hyun-Gook;Taeyong Sung
    • Nuclear Engineering and Technology
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    • v.33 no.6
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    • pp.596-604
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    • 2001
  • This paper quantitatively presents the effects of important factors of the probabilistic safety assessment (PSA) of safety-critical digital systems. The result which is quantified using fault tree analysis methodology shows that these factors remarkably affect the system safety. In this paper we list the factors which should be represented by the model for PSA. Based on the PSA experience, we select three important factors which are expected to dominate the system unavailability. They are the avoidance of common cause failure, the coverage of fault tolerant mechanisms and software failure probability. We Quantitatively demonstrate the effect of these three factors. The broader usage of digital equipment in nuclear power plants gives rise to the safety problems. Even though conventional PSA methods are immature for applying to microprocessor-based digital systems, practical needs force us to apply it because the result of PSA plays an important role in proving the safety of a designed system. We expect the analysis result to provide valuable feedback to the designers of digital safety- critical systems.

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Empathy and cultural impact of the pre-service early childhood teachers on multicultural education and multicultural sensitivity and understanding attitude (예비유아교사의 문화적 공감능력이 다문화 감수성과 다문화 교육 이해 및 태도에 미치는 영향)

  • Park, Ji-Young;Cho, Kyung Ja
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.10
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    • pp.439-448
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    • 2016
  • This study analyzed the influence of cultural empathy and analysis on the cultural sensitivity and understanding of multicultural education and the relationship between the attitudes and cultural empathy and understanding of multicultural education and the multicultural sensibility and attitudes of pre-service early childhood teachers. We conducted a survey on cultural sensitivity, multicultural education and understanding attitude among Early Childhood Education College and enrolled 165 infants with pre teachers in pre-service early childhood teachers who are able to sympathize with cultural areas of the Y. The data were subjected to Pearson correlation analysis with multiple regression analysis performed using the SPSS 21.0 program. From the data analysis, first, cultural empathy and multicultural sensitivity showed a significant positive correlation with understanding and attitudes of multicultural education pre-service early childhood teachers. Second, cultural empathy of the pre-service early childhood teachers was a significant variable for predicting the susceptibility multicultural, multicultural education and understanding attitude. Since cultural empathy can change according to various factors, future investigation of these factors is needed to increase the cultural sensitivity of pre-service early childhood teachers by conducting follow-up studies that apply these findings to educational programs. Cultural empathy shouldn't be limited to multicultural education or simply a means to access the field of experiencing the arts, but should be expanded to include research in teaching and learning on how cultural empathy can be applied to the overall educational curriculum.

Influence of Professional Self-concept, Moral Sensitivity on Elderly Care Performance of Geriatric Hospital Nurses (요양병원 간호사의 전문직 자아개념과 도덕적 민감성이 노인간호실천에 미치는 영향)

  • Do, Young-Joo;Kang, Young-Sil
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.5
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    • pp.128-136
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    • 2019
  • This study was conducted to investigate the relationship among professional self-concept, moral sensitivity and elderly care performance nurses in geriatric hospitals, as well as to clarify factors that affect nurses' elderly care performance. Participants consisted of 153 nurses working in geriatric hospital in G Province were evaluated. Date were collected from September 15 to October 15, 2018 and analyzed using the SPSS/WIN 23.0 program. The mean of professional self-concept was $2.87{\pm}0.35$ out of 4, that of moral sensitivity was $4.70{\pm}0.47$ out of 7 and that of elderly care performance $3.51{\pm}0.41$ out of 4. Elderly care performance was siginificantly positively correlated with professional self-concept (r=.48, p<.001) and moral sensitivity (r=.31, p<.001). Factors influencing elderly care performance were professional self-concept (${\beta}=.32$, p=.001), moral sensitivity (${\beta}=.18$, p=.021), educational experience of geriatric nursing (${\beta}=.17$, p=.029), which explained 31.6% of elderly care performance. The results of this study suggest that supporting systems should be arranged to provide various learning opportunities as a way to increase the professional self-concept of nurses with short career as well as intervention strategies may be necessary to make education of geriatric nursing obligatory.

Consumer Responses toward Fashion Collaboration Brands -Effects of Collaboration Type and Brand Sensitivity- (패션 콜레보레이션 브랜드에 대한 소비자 반응 -콜레보레이션 유형과 브랜드 민감성 효과-)

  • Kim, Eun Young;Ko, Soon Hwa
    • Journal of the Korean Society of Clothing and Textiles
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    • v.36 no.10
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    • pp.1058-1073
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    • 2012
  • This study examines the effects of collaboration type and brand sensitivity on consumer responses toward fashion collaboration brands. For this study, six brands of fashion collaboration were selected by collaboration types: collaboration with same industry (Uniqlo-Jill Sander, H&M-Sonia Rykiel, and Levis-Jean Paul Gaultier) and collaboration with different industries (LG-Prada, Samsung-Armani, and LG-Levis). A selfadministered questionnaire was developed based on the literature that mainly included brand sensitivity, consumer response (brand association, brand values, and purchase intention), and marketing strategic elements in the context of fashion collaboration. For collecting the data, respondents were asked to choose and assess a previously purchased brand. A total of 299 usable data responses were obtained from Korean consumers aged from 15 to 40 years old. The consumer response toward the fashion collaboration brand consisted of four factors: Emotional value, perceived quality, symbolic value, and brand association. The results showed that the collaboration type had the main effect on emotional value, symbolic value, and purchase intention. Brand sensitivity had the main effect on brand association, emotional value, symbolic value, and purchase intention. There was also an interaction effect on emotional value. With respect to strategic marketing elements, product differentiation, premium pricing, and value pricing had partially positive effect on consumer responses; however, promotion had a negative effect on consumer responses (e.g., perceived quality, and emotional value). In addition, collaboration type or brand sensitivity moderated the effect of strategic marketing elements on consumer responses. This study discussed a managerial implication to develop a strategic brand alliance to manage brand equity in the fashion marketplace.

Landscape Information Visualization of Landscape Potential Index in Hilly Openspace Conservation of Urban Fringe Area (도시주변 녹지경관의 보전.관리에 있어 경관잠재력 지표의 경관정보화와 가시화 연구)

  • Cho, Tong-Buhm
    • Journal of Korean Society of Rural Planning
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    • v.7 no.1 s.13
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    • pp.37-48
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    • 2001
  • The purpose of this study is to suggest the landscape potential index for visualizing landscape information in the conservation of hilly landscape in urban fringe. For the visual and quantitative approach to topological landscape assessment, numerical entity data of DEM(digital elevation model) were processed with CAD-based utilities that we developed and were mainly focused on analysis of visibility and visual sensitivity. Some results, with reference in assessing greenbelt area of Eodeung Mt. in Gwangju, proved to be considerable in the landscape assessment of suburban hilly landscapes. 1) Since the viewpoints and viewpoint fields were critical to landscape structure, randomized 194 points(spatially 500m interval) were applied to assessing the generalized visual sensitivity, we called. Because there were similar patterns of distribution comparing to those by 56 points and 18 Points given appropriately, it could be more efficient by a few viewpoints which located widely. 2) Regressional function was derived to represent the relationships between probabilities of visibility frequency and the topological factors(topological dominance, landform complexity and relational aspect) of target field. 3) Visibility scores of each viewpoint were be calculated by summing the visual sensitivity indices within a scene. The scores to the upper part including ridge line have been more representative to overall distributions of visual sensitivities. Also, with sum of deviations of sensitivity indices from each single point's specific index to the weighting values of view points could be estimated rotationally. 4) The deviational distributions of visual sensitivity classes in the topological unit of target field were proved to represent the visual vulnerability of the landform. 5) Landscape potential indices combined with the visual sensitivity and the DGN(degree of green naturality) were proposed as visualized landscape information distributed by topological unit.

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