• Title/Summary/Keyword: data scarcity

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Quantifying Uncertainty for the Water Balance Analysis (물수지 분석을 위한 불확실성 정량화)

  • Lee, Seung-Uk;Kim, Young-Oh;Lee, Dong-Ryul
    • Journal of Korea Water Resources Association
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    • v.38 no.4 s.153
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    • pp.281-292
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    • 2005
  • The water balance analysis for the long-term water resources plan is a simple calculation that compares water demands with possible water supplies. For a watershed being considered the reports on the performance of the water balance analysis, however, have shown inconsistent results and thus have not earned credibility due to the uncertainty of the data acquired and models used. In this research, uncertainties in the water scarcity estimate were assessed through probability representation based on the Monte Carlo simulation using Latin Hypercube Sampling (LHS). The natural flow, municipal demand, industrial demand, agricultural demand, and return flow rate were selected as representative input variables for the water balance analysis, and their distributions were set based on the linear regression and the entropy theory. The statistical properties of the output variable samples were analyzed in comparison with a deterministic estimate of the water scarcity of an existing study. Application of LHS to three sub-basins of the Geum river basin showed the deterministic estimate could be overestimated or underestimated. The sensitivity analysis as well as the uncertainty analysis found that the return flow rate of the agricultural water is the most uncertain but is rarely sensitive to the output of the water balance analysis.

Establishment of Alarm Criteria for Automatic Water Quality Monitoring System in Korea

  • Lim, Byung-Jin;Hong, Eun-Young;Kim, Hyun-Ook;Jeong, Eun-Sook;Heo, Woo-Myung;Kim, Yoon-Hee
    • Korean Journal of Ecology and Environment
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    • v.41 no.4
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    • pp.423-430
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    • 2008
  • As of September 2008,45 Automatic Water Quality Monitoring Systems (AWQMS) have been installed at different sites on the 4 rivers to detect early the presence of pollutants in water and to issue an alarm. We count the number of issuing alarms by AWQMS, however, we will find the alarm has hardly been issued. The reasons for the scarcity of alarm issue are extensively being examined. The National Institute of Environmental Research attributes wrong alarm criteria for each AWQMS station to one the reasons. In this study, a suggestion has been made to modify the current alarm criteria to correspond with characteristics of river water quality. The current system with only two criteria (low and high) should be replaced as four-criteria systems (low, medium, high, and severe) based on cases of other advanced countries and stream conditions of Korea. The highest value of data collected for 5 years was suggested as the alarm criteria for each parameter. Meanwhile the alarm criteria for VOCs, phenol and heavy metals were established as same as drinking water quality criteria.

Behavioral Intentions toward Purchasing foreign fashion Goods through Korean Internet Shopping Malls: A Comparative Analysis between the Purchasers and Non-purchasers (대행 인터넷 쇼핑몰에서의 해외 패션제품에 대한 구매의도: 구매 경험자와 무경험자의 차이 연구)

  • 박혜정
    • Journal of the Korean Society of Clothing and Textiles
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    • v.27 no.8
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    • pp.892-903
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    • 2003
  • Korean Internet shopping malls, which provide customers not only with convenient shopping experiences but also with purchasing, warehousing, shipping, and customs clearance services, have been playing a significant role in rapidly transforming Korean consumers into global consumers especially in purchasing fashion goods. Utilizing Ajzen and Fishbein(1980)'s Behavioral Intention Model, which postulates that behavioral intention is determined by attitude and subjective norm, this study identified behavioral intentions toward purchasing foreign fashion goods through Korean Internet shopping malls and the differences of behavioral intentions according to consumers’purchasing experiences on the Internet shopping malls. The data were gathered by surveying female university students living in the Seoul metropolitan area, Korea, and 222 questionnaires were used in the statistical analysis. Mean, standard deviation, factor analysis, t-test, cross tabulation, and $\chi$$^2$ analysis were used. The results indicated that purchasers had more favorable attitudes and subjective norms and higher behavioral intentions than non-purchasers. With respect to attitude, there were significant differences in behavioral beliefs and evaluation of outcomes for the variety and scarcity value factor. With respect to subjective norm, there were no significant differences in normative beliefs and motivation to comply toward friends, people who had purchasing experiences, fashion magazines. and celebrities between the two groups.

A Study on Korean and Japanese Consumers' Attitudes and Consumer Knowledge about Luxury Brands (한국과 일본 소비자의 명품 브랜드에 대한 태도 및 소비자 지식에 관한 연구)

  • Park, Jin-A
    • Journal of the Korean Society of Clothing and Textiles
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    • v.34 no.8
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    • pp.1303-1318
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    • 2010
  • This study is to understand the characteristics of Korean and Japanese consumers by analyzing the relation among consumer attitudes, concepts, and knowledge about luxury brands. In addition, the present study is to help to establish more effective marketing strategies for luxury companies by providing new data based on consumer knowledge. The author conducted a survey on a total of 816 male/female Korean and Japanese subjects ranging in age from 20 to 50s. The results of this study are as follows: First, Korean consumers have more positive attitudes toward luxury brands than Japanese consumers. Second, regarding the concepts about luxury brands, Korean consumers have concepts of luxury such as "involvement" "symbol of status" "scarcity" and "hedonism"and Japanese consumers have concepts such as "involvement" "ostentation" "high value"and "ornamentation" Third, Korean consumers are more confident in their knowledge and experiences about luxury brand consumption than Japanese consumers. The subjective knowledge has positive impacts on consumer attitudes toward luxury brands and becomes one of the reasons for the friendlier attitudes of Korean consumers toward luxury brands, compared to Japanese consumers. Fourth, the level of objective knowledge of Korean and Japanese consumers is high; but there is no statistically significant difference in the two countries.

The 24 Hourly Load Forecasting of the Election Day Using the Load Variation Rate (부하변동율을 이용한 선거일의 24시간 수요예측)

  • Song, Kyung-Bin
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.6
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    • pp.1041-1045
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    • 2010
  • Short-term electric load forecasting of power systems is essential for the power system stability and the efficient power system operation. An accurate load forecasting scheme improves the power system security and saves some economic losses in power system operations. Due to scarcity of the historical same type of holiday load data, most big electric load forecasting errors occur on load forecasting for the holidays. The fuzzy linear regression model has showed good accuracy for the load forecasting of the holidays. However, it is not good enough to forecast the load of the election day. The concept of the load variation rate for the load forecasting of the election day is introduced. The proposed algorithm shows its good accuracy in that the average percentage error for the short-term 24 hourly loads forecasting of the election days is 2.27%. The accuracy of the proposed 24 hourly loads forecasting of the election days is compared with the fuzzy linear regression method. The proposed method gives much better forecasting accuracy with overall average error of 2.27%, which improved about average error of 2% as compared to the fuzzy linear regression method.

A Study on English Education in Private Kindergartens in Korea (한국 사립 유치원 영어교육의 실태)

  • Yang, Ok Seung;Kim, Jin Young;Kim, Hyun Hee;Kim, Young Sil
    • Korean Journal of Child Studies
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    • v.22 no.4
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    • pp.299-313
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    • 2001
  • This study examines the current state of English education in private kindergartens in Korea. Among 1700 kindergarten teachers surveyed for this research, 680 replied that their institutions provided English lessons for children. Analyses of the data collected from these 680 teachers showed : 1) They started to teach English not because of educational considerations but because of pressure from children's parents or kindergarten principals; 2) Most of the English teachers were part-time instructors specially recruited for English lessons. Generally, English lessons were given two or three times a week, with one session lasting for about 20 minutes. A variety of teaching methods and materials were used for the lessons given to children aged three to five. Focus of the lessons was given to listening and speaking words and sentences; 3) Most of the teachers considered the scarcity of qualified English instructors as the most serious problem for providing English education in kindergartens, and they did not want to teach English themselves. They evaluated positively the performance and role of Korean part-time English instructors. The evaluations were generally poor as to native speakers serving as kindergarten English teachers.

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Revitalization Strategy of Information Security Industry Using Cognitive Map Analysis (인지지도분석을 통한 정보보호 산업 활성화전략)

  • Lee, Jung Mann;Cho, Ilgu;Rim, Myung Hwan
    • Journal of Information Technology Applications and Management
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    • v.23 no.2
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    • pp.177-194
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    • 2016
  • This study analyzed President Park's speeches and the government's industry policy in the field of information security using cognitive map. The relationship analysis between policy tool variables and policy goal variables was employed to derive revitalization strategy of information security. This paper found that entrepreneurship revitalization has very strong causality with expansion of domestic market and global market. But, on the other hand, HR development has very weak causality with job creation and future growth driver because the labor market in the information security industry is poor and its transfer rate to other industry is very high. This study showed that this cognitive map could be characterized by a scarcity of feedback loops and a strong emphasis on the positive loops in the structure of virtuous circle. In this paper, we also constructed a comprehensive cognitive map on the policy vision of information security, showing that there are a risk of cyber threat, an opportunity of new fusion security market, information security reinforcing circle, global economic circle, and domestic market circle.

A Study on Relationship between Well-Being Lifestyles and Herbal Cosmetics Benefits Sought of Female Consumers (여성소비자의 웰빙 라이프스타일과 한방화장품 추구혜택과의 관계 연구)

  • Choi, Soo-Kyoung
    • Journal of the Korea Fashion and Costume Design Association
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    • v.14 no.2
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    • pp.49-62
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    • 2012
  • The purpose of this study was to investigate the relationship between well-being lifestyles and herbal cosmetics benefits sought of female consumers. The data were collected from 301 women living in Seoul, Gyeonggi, Gwangju, Busan, and Gyeongnam province in June, 2011. Statistical methods including frequency, F-test, t-test, Duncan test, factor analysis, Cronbach's ${\alpha}$, correlation coefficient, and multiple regression were used for this study. The results of this study were as follows.: The well-being lifestyles were composed of five factors, 'health pursuit activity', 'eco-friendly product interest', 'eco-friendly dietary', 'eco-friendly clothing', and 'eco-friendly housing'. The herbal cosmetics benefits sought were composed of seven factors, 'special function pursuit', 'skin 'fitness pursuit', 'brand pursuit', 'nutritional reinforcement pursuit', 'economy pursuit', 'fragrance pursuit', and 'scarcity pursuit'. The well-being lifestyles and herbal cosmetics benefits sought according to female consumers's demographic characteristics showed a difference. Female consumers's well-being lifestyles showed that correlation with the herbal cosmetics benefits sought. Female consumers's well-being lifestyles had a influence on their herbal cosmetics benefits sought. The study results are highly expected to be used as valuable sources in marketing strategies for herbal cosmetic industries.

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Perceived Value Dimensions of Up-cycling Fashion Goods and the Relationship with Attitude and Purchase Intention -The Moderating Effect of Fashion Innovativeness- (업사이클링 패션제품의 지각된 가치 차원과 태도 및 구매의도의 관계 -유행혁신성의 조절효과-)

  • Park, Hyun Hee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.39 no.2
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    • pp.257-270
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    • 2015
  • This study investigates the effect of perceived value on attitude and purchase intention of upcycling fashion goods. The study also examines the effect of perceived value on attitudes according to fashion innovativeness. The qualitative data analysis results from NVivo 10.0 showed that consumers paid attention to the creative design value, environmental value, scarcity value of upcycling fashion goods. Next, 201 effective questionnaires were analyzed using SPSS 22.0 and AMOS 20.0. The results are as follows. First, there were 5 factor solutions for the perceived value of up-cycling fashion goods: environmental value, creative design value, functional value, emotional value, and self-expression value. Second, environmental value, functional value, and self-expression value positively affected attitude; however, creative design value and emotional value did not affect attitude. Third, attitude positively influenced purchase intention of upcycling fashion goods. Fourth, there was a significant difference in the magnitude of the effect of self-expression value on attitude according to fashion innovativeness. The results of this study provide useful information for marketers or managers interested in upcycling fashion goods.

Effects of Financial Rewards, Parents and Peers, and Benefits and Costs on Choosing Accounting Career: A Global Perspective

  • KONG, Yusheng;NIMA NGAPEY, Jonathan Dior;QALATI, Sikandar Ali
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.11
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    • pp.157-167
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    • 2020
  • One of the concerns that have received substantial interest in the accounting field, in particular, in accounting education, is the increasing scarcity and demand for professional accountants around the globe. This study aims to investigate the effects of financial rewards (FR), parents' and peers' influence (PPIF), and benefits and cost (BCE) on students' intention to pursue a career in accounting. A quantitative, convenient random sampling approach was used, and an online survey was conducted to collect data from students studying in China. A total of 311 valid responses were used for model testing based on the theory of reasoned action and the theory of planned behavior. The findings of the study include the positive effects of FR, PPIF, and BCE on accounting career choice (ACC). This study illustrates that FR is the most dominant factor (β=0.479) for influencing ACC. Furthermore, the used factor explained 70% variation in ACC. The results of the study have implications both for accounting firms and universities whether offering or not offering accounting as a major. This study provides a global perspective, which keeps this study unique from other studies. And in this study, the Partial Least Square Structural Equation Modeling (PLS-SEM) has been used which is randomly used in accounting research.