• 제목/요약/키워드: dummy variable

검색결과 143건 처리시간 0.026초

지역무역협정(RTA)과 국가 간 무역량 결정요인 분석 (The Relation between Trade Volume and Regional Trade Agreements)

  • 안소영;배연호
    • 무역상무연구
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    • 제72권
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    • pp.139-160
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    • 2016
  • Using the gravity model, this paper analyzes empirically how the world trade in goods is affected by regional trade agreements(RTAs) which have been spreading rapidly since the mid-1990s. This paper attempt to do the panel data analysis about 174 countries during the period of 1994-2008. These panel data include 157 RTAs. It is meaningful that this paper uses comprehensive data to analyze the net effect of regional trade agreements on the global trade volume. This provides a clue as to the answer to the stumbling block debate raised early in the regional trade agreement. Also, confirming how the participation of the WTO affected the trade volume among the member countries, the WTO-related dummy variables are additionally introduced to this gravity model. And as far as we know, the state system-related variables is first considered in this model. This variable reflects the social and cultural environments of countries as the proxy variable representing the sociocultural homogeneity. In all regressions, joining to the WTO and consistency of the state system have a positive effect on increasing the trade volumes between countries. According to the analysis of RTA trade effects, RTAs, on average, increase the volume of trade within the RTA region by 27%~37%, and decrease the volume of trade between the regional and the non-regional nation by 1.2%~3.4%.Therefore, the net effect of regional trade agreements on the promotion of global welfare is positive. For robustness check, we also introduce the interaction term of the dummy variable which reflects the RTA tightening and the continuous variable which reflects the distance effect. As a result, the RTAs alleviate the trade-decreasing effect which is caused by the distance between the countries.

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업무특성에 따른 블로그 사용의도와 업무만족에 관한 연구 (An Empirical Study on the Factors Influencing the Use of BLOG and Job Satisfaction)

  • 양희동;김혜정;강소라
    • 한국산학기술학회논문지
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    • 제10권12호
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    • pp.3824-3832
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    • 2009
  • 본 연구에서는 과연 근무시간에 '블로그' 사용하는 것이 업무의 성과에 도움을 주는 것일까? 라는 질문에 대한 해답을 구하고자 하였다. 이를 위해 다음을 분석하였다. 첫째, 블로그 사용의도 즉, 상호작용성, 정보추구성, 오락 추구성 등을 독립변수로, 업무만족도를 종속변수로 설정하고 연구모형을 수립하고 블로그 사용요인과 업무 만족도의 관계를 분석하였다. 둘째, 근무시간에 블로그를 사용하는 이유는 업무특성에 따라 다를 수 있다는 가정 아래 업무특성 요인을 정형/비정형업무, 개인업무/집단업무, 재석업무/이석업무로 구분지었으며, 각각의 종사자들의 응답을 그룹화지어 더미변수화 하여 독립변수(블로그 사용요인)와 종속변수(업무만족도)에 조절효과가 있는지 분석하였다. 분석결과, 블로그 사용요인과 업무만족도의 회귀분석 결과 블로그 사용요인 중 상호작용성과 정보추구성은 업무만족도에 영향을 줄 수 있지만, 오락추구성은 업무만족도에 그다지 영향을 미치지 않는 것으로 분석되었다. 둘째, 업무특성에 따라 블로그 사용 의도는 다를 수 있다는 가정 아래 업무특성 요인이 블로그 사용의도에 어떠한 영향을 주는지에 대한 결과는 응답자의 결과 값을 정형/비정형업무, 개인업무/집단업무, 재석업무/이석업무로 구분 지었으며, 회귀분석을 돌렸지만 이러한 업무특성요인에 따른 블로그 사용의도는 업무만족도에 별다른 영향을 주지 않는 것으로 드러났다. 이러한 결과를 바탕으로 학문적, 실무적 시사점을 제시하였다.

Development of the Lumber Demand Prediction Model

  • Kim, Dong-Jun
    • 한국산림과학회지
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    • 제95권5호
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    • pp.601-604
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    • 2006
  • This study compared the accuracy of partial multivariate and vector autoregressive models for lumber demand prediction in Korea. The partial multivariate model has three explanatory variables; own price, construction permit area and dummy. The dummy variable reflected the boom of lumber demand in 1988, and the abrupt decrease in 1998. The VAR model consists of two endogenous variables, lumber demand and construction permit area with one lag. On the other hand, the prediction accuracy was estimated by Root Mean Squared Error. The results showed that the estimation by partial multivariate and vector autoregressive model showed similar explanatory power, and the prediction accuracy was similar in the case of using partial multivariate and vector autoregressive model.

도시근린공원의 적정조도모형 (Model on the Suitable Illuminance at Urban Neighborhood Park)

  • 최연철;김진선
    • 한국조경학회지
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    • 제29권3호
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    • pp.29-37
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    • 2001
  • The purpose of this study is to determine the suitable illuminance model of an urban neighborhood park. To this end, 1 dependent variable and 11 independent variables were set, and multiple regression analysis was applied to find correlation between variables and the model. The results of this study are as follows; 1) Among 11 independent variables abstracted to study suitable illuminance model of an urban neighborhood park, as a result of analysis on correlation between suitable illuminance of a dependent variable and activity space by using dummy variables, activity type and illuminance by spaces the suitable illuminance required for an urban neighborhood park was much influenced by activity type, and the fact that the activity was not limited to a specific space. 2) As a result of multiple regression analysis, independent variables influencing the suitable illuminance model of an urban neighborhood park were activity space, illuminance by spaces, seated activity, standing activity, and sporting activity. And, for relative contribution of independent variables to suitable illuminance, activity with sporting showed an importance 22 times higher than seated activity. When the central square(Sp_1) of activity spaces was set to reference category using dummy variables, it showed a contribution 52 times higher than sorting space(Sp_7) and the central square as the most important variable. 3) It was analyzed that suitable illuminance of an urban neighborhood part was most influenced by sporting activity but the relative contribution of a sporting space where activity with sporting occurs was least in view of the function of the space. Very high illuminance is required to accept high activity, and if illuminance at a certain space becomes too high, it may influence the illuminance of other spaces, and may consequently have a negative effect on the suitable illuminance of an urban neighborhood park. The results of this study were mainly for teenagers and young adults in their twenties, so further concrete studies which consider gender and a wider age range are needed in the future. Based on subsequent study, suitable illuminance by spaces shall be suggested.

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지체장애자의 자기간호수행정도 및 사회활동에 관한 분석적 연구 (Analytic studies on self-care activities and social activities of physically disabled person)

  • 김영임
    • 대한간호학회지
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    • 제16권2호
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    • pp.63-69
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    • 1986
  • The main purpose of this study was to find out variables relevant to self-care activities of physically disabled person. The subjects of this analysis were 1277 person which is between 15~64 years, the data came from the 1985 National Interview Survey on Disabled Person in Korea. For this analysis, Breakdown, Oneway and Discriminant Analysis were used. The finding of the analysis can be summarized as follows: First, the mean of self care activities was 2.57 (SD: 0.69, range: 1-3). The relevance for the self-care activities by several variables is as follows. 1. The relevance for the self-care activities by socioeconomic status is significant at age, education level, occupation of household members variables. Especially, in the case of high age, low education level, the self-care activities are shown low score. 2. The relevance by impairment characteristics is shown high significance at all input variables. When disabled person have double impairment. paralysis, late occurance age, and is due to diseases the self-care activities score is lowered. 3. The relevance by health care services variables. is not shown significant at all input variables. Second, the relevance for social activities by sev-eral variables was conducted by discriminant analysis. The relative importance of social activities discriminant function is 0.344 of eigenvalue. The-canonical correlation between the social activities discriminant function and 9 dummy variables is 0.51, total variance of dummy variables for social activities is shown 26 persent. The self-care activities variable represents the highest contribution of its associated variable to the function (canonical coefficient: -.56). The occurance age, the occupation of household members, the education level variables are shown comparatively high contribution to the function. To sum up, this analysis suggests that the self-care activities variable is the highest contributed to the social activities. In relation to self-care concept, this finding will be useful in rehabilitation nursing care.

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감사인지정제도가 KOSDAQ IPO 시장의 효율성에 미치는 효과 (The Effect of the Auditor Designation System on the Efficiency of the KOSDAQ IPO Market)

  • 이진훤;김경순
    • 아태비즈니스연구
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    • 제14권3호
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    • pp.167-186
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    • 2023
  • Purpose - The purpose of this study is to empirically investigate whether the auditor accreditation system for IPO firms improves the efficiency of the KOSDAQ IPO market. To verify the effectiveness of the auditor designation system, we time series compare four measures of IPO firms (earnings management, long-term stock performance, change in operating performance, and possibility of delisting). Design/methodology/approach - We test the hypothesis through event research method and regression analysis. Specifically, the dependent variables of the regression model are discretionary accruals in the year of IPO, 36-month holding period excess return after IPO, change in operating performance for 3 years after IPO, and dummy variable for delisting. And the explanatory variable is a dummy variable that separates the period before and after the implementation of the auditor designation system. Findings - We find that earnings management and delisting risks decreased more in the period after the implementation of the auditor accreditation system than in the previous period. In addition, we find that long-term stock performance and operating performance after IPO increase further after the implementation of the auditor accreditation system. Research implications or Originality - Overall, the results of this study suggest that the implementation of the auditor accreditation system for IPO firms contributes to improving market efficiency in the KOSDAQ market, where information asymmetry is high. Our study differs from previous studies in that it demonstrates the effectiveness of the auditor designation system using various measures.

농촌관광수요의 결정요인 (Determinants of Rural Tourism Demand)

  • 손은호;구정대
    • 농촌지도와개발
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    • 제30권1호
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    • pp.43-52
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    • 2023
  • This study aims to examine the effects of GDP as a proxy variable of income, consumer price index as a proxy variable of price, and foot-and-mouth disease and avian influenza as derby variables on rural tourism demand. The independent variables in this research were gross domestic product(GDP), consumer price index(CPI), and dummy variable(DM) such as food & mouth disease & highly pathogenic avian influenza. Results showed that GDP affected tourism demand positively whereas DM influenced negatively. The study suggested that it was important for policy-mconsider GDP and DM when making decision on strategic tourism management. In conclusion, first, gross domestic product was found to have a statistically significant effect on rural tourism demand. Second, avian influenza was found to have a statistically negative effect on rural tourism demand. The results of this study can be used to establish a reasonable rural tourism policy in the future economic dimension.

Determinants of Corporate R&D Investment: An Empirical Study Comparing Korea's IT Industry with Its Non-IT Industry

  • Lee, Myeong-Ho;Hwang, In-Jeong
    • ETRI Journal
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    • 제25권4호
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    • pp.258-265
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    • 2003
  • In our study, we extracted the market, finance, and government factors determining R&D investment of individual firms in the IT industry in Korea. We collected the financial data of 515 individual firms belonging to IT and non-IT industries between 1980 and 1999 from the Korea Investors Service's database and investigated the empirical relationship between the factors using an ordinary regression model, a fixed effects model, and a random effects model. The main findings of our study are as follows: i) The Herfindahl Index variable representing the degree of market concentration is statistically insignificant in explaining R&D expenditures in the IT manufacturing industry. ii) Assets, which is used as a proxy variable for firm size, have a positive and statistically significant coefficient. These two results suggest that the Schumpeterian Hypothesis may be only partially applied to the IT manufacturing industry in Korea. iii) The dividend variable has a negative value and is statistically significant, indicating that a tendency of high dividends can restrict the internal cash flow for R&D investment. iv) The sales variable representing growth potential shows a positive coefficient. v) The subsidy as a proxy variable for governmental R&D promotion policies is positively correlated with R&D expenditure. This suggests that government policy has played a significant role in promoting R&D activities of IT firms in Korea since 1980. vi) Using a dummy variable, we verified that firms reduced their R&D investments to secure sufficient liquidity under the restructuring pressure during Korea's 1998 and 1999 economic crisis.

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Multiple Regression Analysis to Estimate the Unit Price of Hanwoo (Bos taurus coreanae) Beef

  • Eum, Seung-Hoon;Park, Hu-Rak;Seo, Jakyeom;Cho, Seong-Keun;Hur, Sun-Jin;Kim, Byeong-Woo
    • 한국축산식품학회지
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    • 제37권5호
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    • pp.663-669
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    • 2017
  • This study were estimated the contribution of carcass traits to unit price, to analyze the marbling score as a categorical variable rather than a numerical variable, and to develop an optimal model that also includes the holiday effect and the raising period. The data for this study were acquired from the Quality Evaluation of the Korea Institute for Animal Products, and consisted of the trading records of 1,613,699 heads at 12 wholesale markets from 2010 to 2014. The unit price of a cow was estimated from the following parameters: -52.50 Won/mm, $8.93Won/cm^2$, 7.20 Won/kg, and -1.04 Won/day for backfat thickness, eye muscle area, carcass weight, and raising period, respectively. Parameters for the dummy variables of marbling scores varied from 0 to 8328.74 Won/kg, which means that each marbling score grade had a different price value. The unit price of a steer was estimated from the following parameters: - 92.12 Won/mm, $20.22Won/cm^2$, 1.30 Won/kg, and -1.72 Won/day for backfat thickness, eye muscle area, carcass weights, and raising period, respectively. Parameters for dummy variables of marbling scores varied from 0 to 7338.80 Won/kg, which means that the grades of each marbling score had different price values. The unit price of sales during traditional holidays was significantly higher (827.71 Won/kg for cows, and 645.15 Won/kg for steers) than during non-holidays.We conclude that the use of categorical values for marbling scores would be needed to evaluate the price of Hanwoo beef using multiple regression analysis based on carcass traits and environmental factors.

노지감귤의 출하구조 분석 (An Analysis on Shipment Structure of Field Tangerine in Jeju)

  • 고성보
    • 한국산학기술학회논문지
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    • 제19권7호
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    • pp.214-221
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    • 2018
  • 본 연구의 목적은 노지감귤의 출하구조를 순별, 월별로 구분하여 분석한다. 이를 위해 노지감귤의 가격신축성함수를 추정, 분석함으로써 어떻게 출하조절을 하는 것이 노지감귤농가의 소득을 안정시키고, 증대시킬 수 있는지를 모색하고, 이에 따른 정책적 함축성을 도출하는 것이다. 노지감귤 출하물량 1% 증가에 따른 순별 가격신축성은 시기에 따라 상이하게 나타나고 있는데, 10월 하순에서 1월 초순까지의 하락폭이 큰 것으로 나타나 이 시기의 출하조절의 필요성이 크다. 품질이 떨어지는 해를 나타내는 더미변수인 DUM_Q의 부호는 (-)이고, 통계적으로 유의미한 결과를 보여주고 있다. 설날 연후 7일 이상이 2월에 들어있는 해를 나타내는 더미변수인 DUM02의 10월 초순부터 1월 하순까지의 부호가 (-)를 보이고 있다. 이는 설날이 1월에 있는 경우보다 2월에 있는 경우가 물량증대에 따른 하락폭이 크다는 것을 나타낸다. 노지감귤의 출하물량 1% 증대에 따른 월별 가격신축성은 상이하게 나타나고 있는데, 10월에서 12월까지의 하락폭이 큰 것으로 나타나 이 시기의 출하조절의 필요성이 요구된다. 품질이 떨어지는 해를 나타내는 더미변수인 DUM_Q의 부호는 (-)이고, 통계적으로 유의미한 결과를 보여주고 있다. 설날 연후 7일 이상이 2월에 들어있는 해를 나타내는 더미변수인 DUM02의 10월부터 1월까지의 부호가 (-)를 보이고 있다. 이는 설날이 1월에 있는 경우보다 2월에 있는 경우가 물량증대에 따른 하락폭이 크다는 것을 나타낸다. 그리고 순별 및 월별 가격신축성함수의 더미변수인 DOM_Q와 DUM02의 부호가 음(-)을 보인다는 것은, 품질이 좋은 해보다 품질이 나쁜 경우에, 그리고 설날이 1월에 있는 경우보다 2월에 있는 경우에 출하조절의 필요성이 더 중요함을 의미한다.