• Title/Summary/Keyword: 고정효과분석

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The Impact of Offshoring on Korean Firms' Productivity (오프쇼어링이 한국 기업의 생산성에 주는 영향)

  • Park, Moon-Soo;Kim, Hwa-Nyeon;Lee, Kyung-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.10
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    • pp.4784-4790
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    • 2013
  • As with fast growing globalization, Korean firms have increased their offshoring activities and more empirical research are needed to analyze the effect of offshoring on Korean firms' productivity. This study used "Survey of Business Activities", a firm-level panel data set surveyed by the Statistics Korea between 2006 and 2008, and estimated pooled OLS and Panel fixed effect model to examine the impact of offshoring on a firm's labor productivity. Unlike the previous studies on offshoring, we included in the analyses the firms in the service industry in addition to those in the manufacturing industry, and presented the comparative results. The results from pooled OLS model show that 1% increase in the share of offshoring output will lead to 0.03% increase in labor productivity. However, the results from Panel model show that the effects of offshoring on productivity is positive but statistically insignificant. Analyzing the manufacturing and the service sector separately, the main results based on Panel model can be summarized as follows: Offshoring has significant positive effects on firms' productivity in the manufacturing industry. Contrastingly, the impact of offshoring on firms' productivity in the service industry is estimated to be negative but statistically insignificant. Other than the share of offshoring output, most factors except headquarter location have positive effects on firms' productivity in both manufacturing and service industry.

The Effect of 2012 Cosmetics Act Amendment on Product Innovation (2012년 화장품법 개정의 제품혁신 효과)

  • Dong Ook Choi
    • Industry Promotion Research
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    • v.9 no.1
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    • pp.81-87
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    • 2024
  • This research aims to empirically investigate the innovative effects of 2012 Cosmetics Act amendment on the cosmetics industry. By utilizing production data from the Korea Food and Drug Administration for the period 2008-2014 and estimating a panel fixed-effects model, the study demonstrates a significant positive correlation between the legislative revision and firm production. Additionally, it is observed that both the number of brands and new products per manufacturer significantly increased following the amendment. Further, this study shows a significant positive correlation between the amendment and the potential market size, with the potential market size positively correlated with innovation. The findings of this study highlight that government regulatory improvements can positively impact industrial innovation and promotion.

A Study on Gender Differences of Gender-Role Stereotype among Youth (청소년 성역할 고정관념에 관한 연구 - 성 차이를 중심으로 -)

  • Kim, So-joung
    • Korean Journal of Social Welfare Studies
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    • no.36
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    • pp.129-149
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    • 2008
  • This study examined gender differences of gender-role stereotype among Korean youth. Specifically, the contribution of youth's individual traits and parental background factors were tested. Data came from Korea Youth Panel Survey 2005. Analysis methods were t-test and regression analysis. The major findings of this study are as follows. First, the boys exhibited higher scorers on gender-role stereotype than the girls. Second, both boys and girls acquired higher masculine gender-role stereotype than feminine. Third, self-esteem, age, and mother's education influenced significantly boys' masculine and feminine gender-role stereotype. And self-esteem, age, mother's education, father's education and family structure influenced significantly girls' masculine and feminine gender-role stereotype, but mother's work status and income level did not. The limitations and implications of the findings from this study were discussed with respect to further studies.

An empirical study on the influence of product portfolio and interest rate on the lapse rate in the life insurance industry (생명보험산업에서 상품 판매비중과 금리가 해약률에 미치는 영향에 관한 연구)

  • Jung, Se-Chang;Ouh, Seung-Cheol;Kang, Jung-Chul
    • Journal of the Korean Data and Information Science Society
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    • v.22 no.1
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    • pp.73-80
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    • 2011
  • The purpose of this study is to analyse the influence of product portfolio and interest rate on the lapse ratio. This issue is very important because of the recent introduction of IFRS and CFP. The fixed-effect model and the random-effect model are estimated with using panel data and the Hausman test is employed in order to select a model. The results of this study is summarized as follows. Firstly, the random effect model is selected. According to the model, the lapse rate increases as the portfolio of savings plan, sickness, and death increases and the interest rate is high. Secondly, health insurance and variable insurance product show a negative relationship with the lapse rate.

A longitudinal data analysis for child academic achievement with Korea welfare panel study data (경시적 자료를 이용한 아동 학업성취도 분석)

  • Lee, Naeun;Huh, Jib
    • Journal of the Korean Data and Information Science Society
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    • v.28 no.1
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    • pp.1-10
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    • 2017
  • Longitudinal data of Korean child academic achievement have been used to find the significant exploratory variables under the assumption of independent repeated measured data. Using the exploratory variables in previous research works, we analyze the linear mixed model incorporating the fixed and random effects for child academic achievement to detect the significant exploratory variables. Korea welfare panel study data observed three times between 2006 and 2012 by additional survey for children. The child academic achievement is evaluated by the sum of academic achievements of Korean, English and Mathematics. We also investigate the multicollinearity and the missing mechanism and select some popular correlation matrices to analyze the linear mixed model.

An Analysis of the Effects of Unions on Wages for Female Workers (우리나라 노동조합이 여성근로자의 임금에 미치는 영향)

  • Shin, Woori;Song, Heonjae
    • Journal of Labour Economics
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    • v.39 no.3
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    • pp.99-124
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    • 2016
  • This study analyzed the effects of labor unions on the wages of Korean female workers using 'Korean Labor and Income Panel Study.' In the estimation we considered the self-selection bias due to the women's labor force participation decision and a plausible non-response bias from not answering the question about the company size in terms of number of employees. By fixed effect estimation we found that labor unions in Korea do not increase the wages of both the female union workers and non-union workers who work at a company in which a union is organized comparing to female workers who work at company without a union. This results indicates that female workers who work in the company with labor union tend to have unobserved characteristics that are positively correlated with both wages and the probability to enter the company with labor union. We also came to the conclusion that there is no free-rider effects of non-union workers.

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An Empirical Analysis on the Effects of FDI to the Economic Growth - Based on the Service Industry in China (FDI유입의 경제성장효과 실증분석 -중국 서비스산업을 중심으로-)

  • Lee, Sung-Joon;Ning, Cui-Ying
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.8
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    • pp.5282-5286
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    • 2015
  • This study is to analyze the effects of the FDI inflows service industry on China's economic growth using panel data from China's service industry for the period 1990-2012. The results of this study show that the FDI inflows into service industry in China is behind a key driving force to develop its economic growth, and that other factors like investment in the fixed assets and investment in human capital and labor make contribution to promoting its economic development. The results suggest that in order to enhance its growth, the government should expend a great deal of effort trying to make a good environment for investment to increase the FDI inflows into China's service industry.

A Role of Automation in the Triggering of Employment, Productivity, and Profitability among Korean Companies from 2005 to 2015 (자동화가 고용, 생산성, 수익성에 미치는 영향 : 2005년부터 2015년 사이의 한국기업을 중심으로)

  • Son, Jungmin
    • Journal of Convergence for Information Technology
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    • v.12 no.4
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    • pp.286-302
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    • 2022
  • This study examined the dynamic role that automation has had upon employment, productivity, and profitability. For the analysis, 342 companies of the Workplace Panel Survey of the Korea Labor Institute conducted from 2005 to 2015 was used. For analytical models, the fixed effect model, which is capable of controlling the endogeneity problems of variables, was used. According to the analysis results, the increased ratio of automation in Korean companies (1) resulted in the increase of turnover in the short and long terms, a temporary decrease in employment, and (2) a decrease of productivity in the short and medium terms, and thereby (3) failing to change profitability in a positive manner.

An Experimental Study on the Properties of Chloride Binding of Mg/Al-NO3 and Ca/Al-NO3 Layered Double Hydroxides in Solution (수용액내에서 Mg/Al-NO3 및 Ca/Al-NO3 층상이중수산화물(LDHs)의 염소이온 고정화 특성에 관한 실험적 연구)

  • Lee, Seung-Yeop;Yang, Hyun-Min;Lee, Han-Seung
    • Journal of the Korea Institute of Building Construction
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    • v.16 no.3
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    • pp.219-227
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    • 2016
  • Chloride ions ingress continuously in reinforced concrete through pores of it by $Cl^-$. Finally, it causes a localized corrosion of the rebar and then it generates cracks on concrete structures. Recently, new materials removing harmful anions have been developed. Layered double hydroxides(LDHs) has an excellent ability to remove harmful anions because various anions can be adsorbed in the interlayer space between divalent and trivalent cations. Thus, LDHs has been applied in various fields. Especially, LDHs is expected to be effective adsorbent binding chloride ions. In this study, $Ca/Al-NO_3$ and $Mg/Al-NO_3$ LDHs were prepared by using a co-precipitation method. $Ca/Al-NO_3$ and $Mg/Al-NO_3$ LDHs were compared and analyzed by using XRD, SEM analysis. Many nano size hexagonal crystals were observed by SEM. Experiments for binding chloride ions of LDHs were conducted by using potentiometric method. The experimental data were measured every 15 minutes. It was observed that the chloride ion content is reduced by increasing of LDHs mass fraction and the reaction rate of $Mg/Al-NO_3$ is faster than $Ca/Al-NO_3$. In future studies, binding chloride capacity in cement materials will be evaluated based on results of this study.

Suggestion of Procurement Strategy with Commodity Classification by Peter Kraljic Matrix (피터 크랄직 매트릭스 기법에 의한 자재 분류를 활용한 구매 전략 제안)

  • Choi, Hyun Koo;Lee, Jae-Heon
    • Plant Journal
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    • v.11 no.3
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    • pp.53-63
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    • 2015
  • 구매자는 일반 제조업에서 자재를 피터 크랄직 매트릭스 기법에 의해 경쟁품목, 일반품목, 전략품목, 위험품목으로 분류한 후 각 품목 특성에 맞추어 구매 전략을 수립한다. 피터 클라직 매트릭스란 구매 리스크와 비즈니스 영향도 즉 특정 품목의 구매 금액 비중에 따라 자재를 분류하는 기법이다. 본 논문은 플랜트 엔지니어링산업에서 플랜트 기자재를 대상으로 피터 클라직 매트릭스 기법에 의해 기자재를 분류한 후 각 품목 특성에 맞는 구매 전략을 제안하고 사례 기업인 A사가 사우디아라비아에서 수행하는 발전 플랜트 기자재에 제안한 구매 전략을 적용하여 그 효과를 검증한 것이다. 플랜트 엔지니어링산업은 수주산업인데 총 수주금액 중 구매가 차지하는 비중은 약 50~60%이다. 따라서 프로젝트를 수행할 때 원가를 절감하여 이익을 극대화하기 위해 구매는 매우 중요한 역할을 한다. 플랜트 기자재는 크게 회전기계류, 고정장치류, 전기자재류, 제어자재류, 배관자재류로 구분된다. 각 공종별 플랜트 기자재에 대해 구매 지출 분석을 한 후 피터 클라직 매트릭스 기법에 의해 플랜트 기자재를 분류한 결과 경쟁품목에는 열교환기, 저장탱크 등이 포함되었고 일반품목에는 전선관, 조명기자재, 밸브 등이 포함되었다. 또한 전략품목에는 가스터빈, 가스터빈 흡입공기 냉각장치 등이 포함되었고, 위험품목에는 가스터빈 고정 볼트 등이 포함되었다. 경쟁품목 중 다관형 열교환기는 공급자와 공동으로 원가 모델을 구축하는 전략을 수립했고 저장탱크의 경우에는 공급자에게 원자재를 사급하는 전략을 수립하였다. 그 전략을 A사가 수행하는 프로젝트에 적용한 결과 각각 20%와 6%의 원가 절감 효과를 얻었다. 일반품목 중 전선관은 구매 대행사를 활용하는 전략을 수립했고 조명기자재는 기술 사양 검토 과정을 생략한 구매 프로세스 간소화 전략을 수립하였다. 그 결과 약 10%의 원가 절감과 평균 5일의 발주기간을 단축할 수 있었다. 전략품목 중 가스터빈 흡입공기 냉각장치는 공급자와 포괄적 양해각서를 체결하여 공동으로 사업주에 대응하는 전략을 수립했고 그 결과 프로젝트 수행 안정성 확보와 공급자 조기 참여를 통한 발주 스케줄 단축을 이룰 수 있었다. 위험품목 중 가스터빈 고정볼트는 재고 확보 전략을 수립하여 자재의 부족이나 파손으로 인해 프로젝트 공기에 영향을 주지 않도록 리스크를 감소시키는 효과를 얻었다.

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