• Title/Summary/Keyword: Industry Correlation Analysis

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Correlation Analysis between Fatigue and Performance Shaping Factor for Alternation Worker's (Focused on the Semiconductor industry) (교대근무자의 피로와 수행영향인자 간의 상관관계 분석 (반도체 산업을 중심으로))

  • Yoon, Yong-Gu;Park, Peom
    • Proceedings of the Safety Management and Science Conference
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    • 2008.11a
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    • pp.303-316
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    • 2008
  • For the past 25 years, Korean semiconductor has experienced enormous growth to be the highest production country in the world. Semiconductor industry is very time sensitive and driven by technology and process, and requires 24-hour full operation. The environment includes many different types of equipment, utilities, different gases and toxic chemicals as well as high voltage electricity. We have performed a survey with 3-shift engineers and workers in one line. The content of the questionnaire was about the correlation between fatigue and performance shaping factor (work type and work ability), and as a result we were able to deduce the correlation, p-value and the pattern of scatter plot. The shape of the model was made of 4 blocks for fatigue, 5 blocks for work type and 5 blocks for work ability, i. e. 14 blocks in total. As a conclusion to this findings, there was a correlation between fatigue and work type and work ability specifically in semiconductor industry, and we need some effort to reduce this.

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Correlation Analysis on Semiconductor Process Variables Using CCA(Canonical Correlation Analysis) : Focusing on the Relationship between the Voltage Variables and Fail Bit Counts through the Wafer Process (CCA를 통한 반도체 공정 변인들의 상관성 분석 : 웨이퍼검사공정의 전압과 불량결점수와의 관계를 중심으로)

  • Kim, Seung Min;Baek, Jun-Geol
    • Journal of Korean Institute of Industrial Engineers
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    • v.41 no.6
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    • pp.579-587
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    • 2015
  • Semiconductor manufacturing industry is a high density integration industry because it generates a vest number of data that takes about 300~400 processes that is supervised by numerous production parameters. It is asked of engineers to understand the correlation between different stages of the manufacturing process which is crucial in reducing production costs. With complex manufacturing processes, and defect processing time being the main cause. In the past, it was possible to grasp the corelation among manufacturing process stages through the engineer's domain knowledge. However, It is impossible to understand the corelation among manufacturing processes nowadays due to high density integration in current semiconductor manufacturing. in this paper we propose a canonical correlation analysis (CCA) using both wafer test voltage variables and fail bit counts variables. using the method we suggested, we can increase the semiconductor yield which is the result of the package test.

An Evaluation Method for Tornado Missile Strike Probability with Stochastic Correlation

  • Eguchi, Yuzuru;Murakami, Takahiro;Hirakuchi, Hiromaru;Sugimoto, Soichiro;Hattori, Yasuo
    • Nuclear Engineering and Technology
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    • v.49 no.2
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    • pp.395-403
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    • 2017
  • An efficient evaluation method for the probability of a tornado missile strike without using the Monte Carlo method is proposed in this paper. A major part of the proposed probability evaluation is based on numerical results computed using an in-house code, Tornado-borne missile analysis code, which enables us to evaluate the liftoff and flight behaviors of unconstrained objects on the ground driven by a tornado. Using the Tornado-borne missile analysis code, we can obtain a stochastic correlation between local wind speed and flight distance of each object, and this stochastic correlation is used to evaluate the conditional strike probability, $Q_V(r)$, of a missile located at position r, where the local wind speed is V. In contrast, the annual exceedance probability of local wind speed, which can be computed using a tornado hazard analysis code, is used to derive the probability density function, p(V). Then, we finally obtain the annual probability of tornado missile strike on a structure with the convolutional integration of product of $Q_V(r)$ and p(V) over V. The evaluation method is applied to a simple problem to qualitatively confirm the validity, and to quantitatively verify the results for two extreme cases in which an object is located just in the vicinity of or far away from the structure.

A Study on Industry Characteristics of Technology Trade in Korea : evidence from OECD Countries (우리나라 기술무역의 산업별 특성에 관한 연구 : OECD 국가를 대상으로)

  • Baek, Eun-Young;Moon, Hee-Cheol
    • International Commerce and Information Review
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    • v.12 no.4
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    • pp.151-170
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    • 2010
  • The present study made an empirical analysis for investigating the competitiveness of technology trades in Korea. In particular, the study deduced the correlation between technology export and technology import using the variables of Gross Domestic Expenditure on R&D and Per capita industry value added Productivity and employed fixed effect model in panel linear regression model. It is found that the R&D expenditure of OECD countries made a significant effect on the technology import and the value-added labor productivity made a significant result on both technology export and import. Therefore, it showed that the technology trade in Korea made a sensitive response to labor productivity in OECD countries. By panel analysis, machine, construction, ICT, and service industry affect most on technology export in Korea for recent 5 years. For technology import, electric-electron, chemical, service, and construction industry have significant effects. This study contributed to understanding of industrial characteristics affecting technology trades in Korea and empirical analysis to show correlation between the factors affecting technology trade.

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Analysis of Workers' Attitudes toward Textile Industry (섬유산업 종사자친 섬유산업에 대한 태도 분석)

  • 유화숙;박광희
    • Journal of the Korean Society of Clothing and Textiles
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    • v.28 no.7
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    • pp.916-926
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    • 2004
  • The purpose of this study was to examine the workers' attitudes toward textile industry. Also the attitude was investigated how to be correlated to job stress symptoms and job performance. The data were obtained from questionnaire completed by 529 workers employed in textile or clothing companies. The SPSS package was used for data analysis which included t-test, ANOVA, mean, correlation, and factor analysis. The results showed that workers' attitudes toward textile industry were neither positive nor negative. The attitudes revealed to be divided into two components-cognition, affect/behavioral intention. Cognitive attitude was observed to be more positive than affective/behavioral intention attitude. The attitude differed according to personal characteristics such as sex, educational status, position, period of one's service, types of industry and job specifications. The attitude were correlated with job stress symptoms and job performance. The more positive the workers' attitudes were, the lesser job stress symptoms and the higher job performance were. As the two components of the attitudes are in the same way, the attitude toward textile industry exhibited to have higher correlation with job stress symptoms and job performance.

The Effect of Local Universities on the Local Economy : Based on Industry Linkage Analysis

  • Sung Hyun Park;Ki Beom Kim
    • International Journal of Internet, Broadcasting and Communication
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    • v.16 no.1
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    • pp.233-240
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    • 2024
  • We analyzed the effect of local college students' economic activities on the local economy. The analysis method was an industry-related analysis based on data obtained from a survey. As a result of the analysis, local university students were found to be sensitive to price when consuming due to insufficient living infrastructure around local universities. In addition, as a result of analyzing the impact of local college students' consumption expenditures on the local economy, especially local income, using a regional industry correlation table, the total income generated was KRW 130.6 billion (direct and indirect income effects KRW 90.9 billion, induced income effects KRW 39.6 billion), and the number of people induced to be employed was KRW 130.6 billion. It was estimated that there were 2,145 people per year. We examined the effect of local college students' economic activities on the local economy through quantitative analysis. This is a contribution point of the study as evidence supporting the maintenance and necessity of local universities, and suggests that the government and local governments should take active interest and efforts in fostering local universities.

Analysis on Correlation between CO2 Emissions and Production, Acreage of Crops using Environmental Input-Output Analysis (환경산업연관분석을 이용한 농작물의 이산화탄소 배출량 변화와 생산량, 재배면적의 상관성 분석)

  • Min, Seul-Gi;Son, Young-Hwan;Noh, Soo-Kack;Park, Jae-Sung;Bong, Tae-Ho
    • Journal of The Korean Society of Agricultural Engineers
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    • v.56 no.1
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    • pp.61-70
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    • 2014
  • South Korea is under pressure to reduce $CO_2$ emissions because of expanding request for reducing $CO_2$ emissions. In many industry sectors, $CO_2$ emissions were analyzed to reduce $CO_2$ emissions. But little effort in researching agricultural sector has been undertaken because it is recognized as environmentally friendly industry. The object of this research is to estimate $CO_2$ emissions of crops and analysis on correlation between $CO_2$ emissions and production, acreage of crops. In this study, environmental input-output analysis was used to estimate $CO_2$ emissions of agricultural sector and spearman correlation coefficient was used to analysis on correlation between $CO_2$ emissions and statics like production and acreage. As a result, rice, barley, pulses and horticultural specialities had correlation with acreage and correlation coefficients of these crops were 0.800~0.933. Regression equations about $CO_2$ emissions and acreage of rice, barley, pulses and horticultural specialities was made and $R^2$ of these equations were 0.615~0.929. Using equations, $CO_2$ emissions of rice, barley, pulses and horticultural specialities can be estimated with acreage.

A Correlation Analysis between the Change of Managerial Environment and the Business Performance of Domestic Construction Firms (국내 건설환경 변화와 기업경영성과의 상관관계 분석)

  • Lee, Dong-Hoon;Kim, Sun-Kuk;Shin, Dong-Hwa
    • Journal of the Korea Institute of Building Construction
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    • v.9 no.1
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    • pp.111-121
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    • 2009
  • Because of its unique characteristics, the construction industry tends to be affected by economic environment more than any other industries. The domestic construction industry was forced to change its management pattern and system when it went through the foreign currency crisis, and since then, the construction industry has been growing in terms of quality over last 10 years, breaking from the quantitative performance-oriented growth in the past. The study was intended to integrate the financial data of the companies during the period before and after the foreign currency crisis so as to analyze the effect of environmental changes on management performance of the companies. It was aimed at evaluating the changes to the stability, profitability and the growth potential, and collecting the data on variation of the market scale, price of resources such as material and labor and the financial environment, thereby analyzing the correlation with the management performance. The study, to deal with the difficulties which are anticipated, like the foreign currency crisis experienced in the past, was also intended to identify the correlation between the economic conditions and the performance of the construction companies, using the experimental data in the past.

Trends and Effect of foreign Direct Investment in Fashion Industry (패션산업에서 해외직접투자 -무역과의 관계를 중심으로-)

  • 손미영;이은영;김하나
    • Journal of the Korean Society of Clothing and Textiles
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    • v.28 no.910
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    • pp.1341-1350
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    • 2004
  • With the advent of the globalization trend of the industry, the enterprises in the fashion industry around the world have witnessed a surge in exports and foreign direct investment (FDI). Many fashion enterprises in each country, along with the multi-national enterprises, have engaged in global outsourcing of the production process in order to increase their global competitiveness, and have attempted to expand their commercial presence in the world market by entering into other foreign markets. Such market entry attempts have lead to the increase of FDI and trade by the fashion enterprises. This study attempts to examine the interactive relation between FDI and export/import of fashion products in different fashion industries both worldwide and in Korea. First, we will look into the relation between export/imports and FDI of each regional fashion industry, then expand the study to the relation between those two factors found in the fashion industry of Korea in general, and finally, to the relation between the two factors in the fashion industry of countries that are the major export nations of fashion goods into Korea. The data which this study is based on were collected from the International Trade Statistics Yearbook Vol. II (UN, 1991-2002, New York: UN), UNCTAD Handbook of Statistics (UN, 1996-2001, Vienna: UN), UNCTAD database, the archives of the Korea Federation of Textile Industry and the archives of the Export-Import Bank of Korea. The methods of analysis used in this study were correlation, regression, and descriptive statistics of the data. The result of this study showed that each fashion industry of different regions was subject to a diversity of effects. For one, the fashion industry in Korea showed a significant correlation between outbound investment and both export and import. On the other hand, the apparel industry in Korea showed a significant correlation between outbound investment and imports, but no such correlation between outbound investment and exports.

An Empirical Study on the Correlation of IT Investment and Management Performance in the Financial Industry (금융산업에서 IT투자와 경영성과의 상관관계에 관한 실증적 연구)

  • Park, Sang-Kook;Kim, Jong-Bae
    • Journal of Information Technology Services
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    • v.11 no.3
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    • pp.89-101
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    • 2012
  • The study investigated if IT investment in Korean financial markets for the past 18 years has grown following the s-curve pattern based on Nolan's growth model in order to find the correlation between IT investment and management performance in the financial industry. According to the research finding it can be said that the overall financial markets maintain s-curve pattern, and IT investment is related to management performance, particularly increase in total assets and net profit. However, each sector has defining features of growth patterns. The banking industry has grown similarly to the s-curve, and the insurance industry also shows the s-curve but it looks more like linear pattern. In terms of securities industry, its growth patterns can hardly be considered s-curve due to the irregular changes. his research outcome illustrates the analysis of IT growth patterns in the financial industry and thus, it is expected to be a useful reference when deciding the appropriate time for IT investment in the financial industry.