• Title/Summary/Keyword: 토빗모형

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Equity Analysis of Feeder Bus Routes in Seoul using DEA(Data Envelopment Analysis) Model (DEA(Data Envelopment Analysis) 모형을 이용한 서울시 지선버스노선의 형평성 분석)

  • Han, Jin-Seok;Kim, Hye-Ran;Go, Seung-Yeong
    • Journal of Korean Society of Transportation
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    • v.29 no.2
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    • pp.15-24
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    • 2011
  • This study discusses an equity analysis performed to supplement the existing bus service evaluation system. The equity of 179 feeder bus routes in the city of Seoul(Year 2009) is analyzed by employing the modified BCC model along with the desirable inputs such as a number of bus stops and a frequency of operations. In the analysis, each DMU (Decision Making Unit) is assumed to use the desirable inputs, and produces both the index of equity and the index of accessibility. We apply an input-oriented modified BCC model to analyze the equity of the DMUs. The computational result indicates that only 9% of the feeder bus routes are equitable among the total DMUs and the average equity estimate is 0.702. It is also suggested that on average approximately 60% increases of desirable inputs (i.e., a number of bus stops and a frequency of operations) are needed in order to improve equity of DMU in the city of Seoul. The result of the tobit regression analysis on the determinant factors affecting the equity of DMUs shows that all the independent variables (i.e., a number of bus stops and a frequency of operations) are statistically significant at 5% significance level, and the number of bus stops is found to be the most influential factor.

A Study on the Efficiency and Productivity Change of Korean Non-Life Insurance Company After Financial Crisis (금융위기 이후 국내 손해보험회사의 효율성 및 생산성 변화 연구)

  • Park, Chun-Gwang;Kim, Byeong-Chul
    • The Korean Journal of Financial Management
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    • v.23 no.2
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    • pp.57-83
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    • 2006
  • The purpose of this paper is to analyze the efficiency and productivity change and inefficiency cause of the korean non-life insurance companies of the before($1993{\sim}1996$) and after($1998{\sim}2004$) of IMF. we use DEA (Data Envelopment Analysis) model to measure company efficiency and MPI(Malmquist productivity indices) to measure company productivity change and Tobit regression to analyze inefficiency cause. we utilize ten non-life insurance companies in korea and the time-series data for eleven from 1993 to 2004 except 1997. The empirical results show the following findings. First, total cost efficiency shows that the after of IMF decrease of 3.7% over the before of IMF and MPI change indicates that the after of IMF increase 7.7% over the before IMF. Second, the results of Tobit regression to analysis the cause of inefficiency show that total cost efficiency is positively related invested assets, acquisition expenses ratio, collection expenses ratio and is negatively related solicitors ratio, personnel expenses ratio, land & buildings expenses ratio, loss ratio, net operating expenses ratio. Especially inefficiency of small-to-mid sized companies is main cause of total cost efficiency of non-life insurance companies in korea. Small-to-mid sized companies endeavored various aspects of business strategies.

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A DEA(Data Envelopment Analysis) Approach for Evaluating the Efficiency of Exclusive Bus Routes (자료포락분석을 이용한 서울시 간선버스노선 효율성 평가)

  • Han, Jin-Seok;Kim, Hye-Ran;Go, Seung-Yeong
    • Journal of Korean Society of Transportation
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    • v.27 no.6
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    • pp.45-53
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    • 2009
  • This study presumes the efficiency of each route by utilizing data of Seoul's exclusive bus routes for the 2008 and the DEA model. In the estimation, it is assumed that the number of passengers and profits of each route is calculated by considering the number of buses and stops, travel distance, intervals and management cost. This study computed the efficiency scores of each bus line in Seoul based on the data for the first half of 2008 and one of the DEA models, namely the BCC model. After analysis using the input-oriented BCC model, out of a total of 18 lines of interest, there were 2 CRS lines and 16 IRS lines. Also, the Tobit Regression Analysis that helps identify the impact of the elements used in the analysis on efficiency scores proved that the most influential element to exclusive buses is the length of intervals.

A Comparison of the Different Question Formats in the Contingent Valuation Method for the Evaluation of Recreational Benefit (휴양자원가치(休養資源價値) 평가(評價)를 위한 CVM 질문형(質問型) 비교(比較))

  • Kim, Joon-Soon
    • Journal of Korean Society of Forest Science
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    • v.88 no.3
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    • pp.400-407
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    • 1999
  • The purpose of thin paper is to test difference of the two question formats, open-ended and dichotomous choice formats, in the contingent valuation method using the estimated recreational benefits. The data were collected from the visitors at the Songnisan National Park. The recreational benefit based on the equivalent variation. The two question formats, but the same content, were asked of the same individuals. In this analysis, it was used travel cost and monthly income as the exogenous variables, which assumed a linear functional form for the WTP equation. The model assumed a bivariate normal distribution on the basis of the probit and tobit model concerning the censored zero WTP. The result showed no differences in the recreational benefits from the different question formats under a same respondent. The mean benefit was estimated 25.556 Won per 5 years per visitors.

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Evaluation of Efficiency in the Seoul's Arterial Bus Routes Considering Undesirable Outputs (유해산출물을 고려한 서울시 간선버스노선의 효율성 평가)

  • Han, Jin-Seok;Kim, Hye-Ran;Go, Seung-Yeong
    • Journal of Korean Society of Transportation
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    • v.28 no.5
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    • pp.43-54
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    • 2010
  • In order to improve the existing evaluation system of bus services and gain more reasonable analysis outputs, the authors evaluate the efficiency of 113 arterial bus routes in Seoul in 2009 using a modified BCC model considering not only desirable outputs but also undesirable outputs. Each Decision Making Unit (DMU) is assumed to use inputs such as possession costs, operating costs, the ratios of median bus stops overlapped route lengths to produce estimates of desirable outputs (the number of passengers and service satisfaction score) and undesirable outputs (CO2 emissions). According to the analysis, the modified BCC model considering both desirable outputs and undesirable outputs shows more appropriate results. DMUs would be more efficient on average to reduce nearly 10% of the 3 inputs (possession costs, operating costs, and overlapped route lengths) and increase by about 160% the ratios of median bus stops. Also, a Tobit regression analysis is conducted to identify the most effective variables for maximum efficiency and discover that the variable of possession costs and the ratios of median bus stops are statistically significant.

The factors affecting Visitors' Spending on Local Festivals by applying the Tobit Model -Based on Rice Festivals in Two Regions- (Tobit 모형을 이용한 지역축제 방문객의 지출 영향요인 -두 지역 쌀 축제를 중심으로-)

  • Baik, Un-Il
    • The Journal of the Korea Contents Association
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    • v.12 no.9
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    • pp.479-488
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    • 2012
  • The purpose of this study was to determine the impact in visitors' spending on two separate local festivals, and to present the improved market strategies to attract visitors to revisit the local festivals. This study was also intended to suggest the ways to increase the competitiveness and revitalize the local festivals by improving the existing attractions and creating new attractions based on the visitors' evaluation. On the purpose of the study, we studied the visitors of two local ricefests, Icheon Rice Cultural Festival and Rice Festival in Jincheon Chungbuk, and estimated the determinants influencing the visitors' spending to the festivals by applying Tobit model. Finally, to estimate the behavioral differences in visitors of the two festivals, we compared the estimated determinants for the visitors of each festival by using Log-likelihood Ratio, and analyzed the differences in the factors influencing the visitors' spending. Summarizing the propensity of visitor's spending to local festivals, visitors of two rice festivals buy or tended to buy things on impulse. Therefore, festival industry needs to take measures to efficiently accommodate their expenditures from the stage of designing festivals.

Expenditures Patterns by Korean Wave Event Audiences and Economic Impact of Direct Spending on a Inchoen City (인천한류관광콘서트 방문객의 소비지출 패턴 및 경제적 파급효과)

  • Yoo, Chang-Keun
    • The Journal of the Korea Contents Association
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    • v.12 no.8
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    • pp.399-410
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    • 2012
  • This study is to investigate the expenditure patterns that was generated by visitors who attended The Korean Music Wave Festival and analyze economic impact derived from that event. The target is the foreign visitors who attended '2011 Incheon Korean Music Wave'. Total of 407 questionnaires were collected. The collected data were analyzed to produce spending patterns using Tobit models. Also, tourism multipliers were employed to identify the economic impact. This results show that expenditure determinants such as demographic variables and satisfaction as independent variables are significant in estimating visitors' expenditures. Also, In addition economic impact derived from direct spending was substantially over committed cost. Accordingly, this result can contribute to providing basic information for marketing strategy that generates the economic effect on the destination. Moreover, the result can be utilized when establishing the strategy that can maximize the economic impact based on the spending patterns.

자사주매입동기에 관한 연구

  • Lee, Ik-Gyu;Ju, Sang-Ryong
    • The Korean Journal of Financial Studies
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    • v.11 no.1
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    • pp.243-273
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    • 2005
  • 본 연구는 국내기업의 자사주매입결정에 영향을 미치는 매입동기와 매입동기들의 상호관련성, 시간에 따른 매입동기의 변화를 분석하였다. 분석에 이용된 자료는 1994년 1월에서 2002년 12월까지 자사주매입을 실시한 기업의 실제 매입규모이며, t검정과 토빗모형의 추정을 통해 다음과 같은 사실들을 발견할 수 있었다. 첫째, 정보비대칭의 지표인 기업규모변수는 대부분의 기간에서 자사주매입결정에 양(+)의 영향을 미치는 것으로 나타났다. 이것은 정보비대칭수준이 낮을 것으로 예상되는 대기업이 자사주매입에 적극적이라는 것을 의미한다. 또한, 잠재적 저평가의 지표인 시장가치대장부가치변수는 연도별로 양(+)과 음(-)의 계수가 혼재되어 있어 일관성 있는 결과를 도출할 수 없었다. 이러한 결과는 자사주매입이 저평가를 시장에 신호하기 위한 것이라는 저평가가설을 기각하는 것으로 볼 수 있다. 둘째, 기업의 지불수준을 측정하는 지표인 여유현금흐름변수들은 대부분의 기간에서 자사주매입결정에 양(+)의 영향을 미쳤으며, 추정된 회귀계수들의 비교를 가능하게 하는 부분효과평균도 상대적으로 높게 나타났다. 이러한 결과는 기업의 여유현금흐름증가가 자사주매입결정에 강한 영향력을 미치는 요인이라는 것을 의미한다. 셋째, 기업의 레버리지수준을 측정하는 변수도 대부분의 기간에서 자사주매입결정에 음(-)의 영향을 미치는 것으로 나타났다. 이것은 자사주매입이 기업의 자본구조를 변경하기 위한 동기에서 결정된다는 것으로 해석될 수 있다.

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An Analysis on Students' Behavior for Consumption of Chicken Meat at the Cafeterias of University (대학교 급식 식당의 닭고기 메뉴 소비 실태 분석)

  • Han, Jae-Han;Kim, Soung-Hun
    • Korean Journal of Poultry Science
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    • v.39 no.2
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    • pp.151-155
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    • 2012
  • The cafeteria of university is one of the largest consumption point for the chicken meat of university students. However, few papers conducted research to analyze the consumption behavior of university students. The object of this paper is to conduct survey analysis about the students' behavior for consumption of chicken meat at the cafeterias of university and to measure WTP (Willingness-to-pay) for food cooked with domestic chicken meat. The results present that most of students show higher preference of domestic chicken meat and that they can pay 4,426 Korean won for food cooked with domestic chicken meat.

Diversion Rate Estimation Model for Unexperienced Transportation Mode by Considering Maximum Willingness-to-pay: A Case Study of Personal Rapid Transit (최대 지불의사액을 고려한 미경험 교통수단의 전환율 추정모형: Personal Rapid Transit 사례를 중심으로)

  • Yu, Jeong Whon;Choi, Jung Yoon
    • Journal of Korean Society of Transportation
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    • v.31 no.3
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    • pp.33-44
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    • 2013
  • Personal Rapid Transit(PRT) has emerged as a promising transportation mode for transit-oriented sustainable communities. In this study, an alternative design of questionnaire survey is proposed in order to capture traveler's perception of an unexperienced transportation mode. This study aims at predicting the mode choice diversion behavior of potential PRT users who do not have experience of using it previously, considering their willingness-to-pay. The proposed model was applied to predict an aggregate forecast of PRT patronage for the city of Songdo where PRT is considered to be constructed. For validation of the proposed model, the price elasticity of PRT demand was analyzed, compared with existing models. The analysis results suggest that the proposed design of questionnaire survey is able to capture respondents' attitude and perception to unexperienced transportation mode in an effective manner. Also, they show that the proposed diversion rate model is more realistic than existing models in explaining the effects of users' willingness-to-pay for predicting PRT patronage.