• Title/Summary/Keyword: 수익성예측 모델

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Risk-based Profit Prediction Model for International Construction Projects (해외건설공사의 리스크 분석에 기초한 수익성 예측모델에 관한 연구)

  • Han, Seung-Heon;Kim, Du-Yon
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.26 no.4D
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    • pp.635-647
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    • 2006
  • Korean construction companies first advanced to the international markets in 1960's and so far have brought more than 4,900 projects which account for 193 billion dollars approximately. With the large increase of national employment and income being followed by the achievement, Korea's construction industry has made an enormous contribution to the improvement of domestic economy for the last 40 years. However, recently the increased risk in international markets as well as the sharpening competition with foreign companies promising in terms of advanced technologies and low labor cost have been driving Korean construction away from the market shares. According to ENR (Engineering News Record, 1994~2003), it is revealed that 15.1% of top 225 global contractors are suffering from loss in international construction markets. This phenomenon is largely due to the highly uncertain characteristics of international projects, which are inherently exposed to various and complicated risky situations. Furthermore, especially for Korean construction companies, it is often the case that the failure in an international construction project cannot be offset by even a sufficient number of successful domestic achievements. Therefore, not only the selective screening among the nominated projects which have strong possibility of collapse but the systematic strategies for controlling potential risk factors are also considered indispensable in international construction portfolio management. The purpose of this study is to first analyze the causal relationships of the profit-influencing variables and the project success, and develop the profitability forecasting model in international construction projects.

Performance Prediction Model for Public-Private Partnership Projects Considering Stakeholders' Profitability (참여자별 수익성을 고려한 민간투자사업 성과예측 모델)

  • Yeo, Dong Hoon;Yu, Giwon;Lee, Kang-Wook;Han, Seung-Heon
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.35 no.2
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    • pp.471-480
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    • 2015
  • The market of public-private partnership (PPP) projects has reduced from 9.4 trillion won in 2007 to 4.5 trillion won in 2012. However, the need of PPP projects is brought up by a massive down scale of government financial business. Previous studies regarding PPP projects mostly evaluate profitability from the financial perspective or analyze risk factors as a whole. Although PPP projects generally have complex structure involving diverse stakeholders, such as contractor, financial investor, and special purpose company (SPC) operators, existing studies have rarely considered the different viewpoints of PPP project stakeholders. Therefore, purpose of this study is to develop a structural equation model (SEM) considering the diverse stakeholders of PPP projects. To this end, the authors first reviewed the organizational structure of PPP projects. Next, the identification of the factors affecting project profitability are done via comprehensive literature reviews. After that, we conducted in-depth interviews and questionnaire surveys to reflect stakeholders' perspectives (contractors, financial investors, and SPC operators). As a result, a SEM model is developed to analyze direct and indirect effect on the PPP project performances. Finally, using the analysis results, relevant implications and directions for improvements are discussed. The prediction of the business performance of contractor, financial investor, and SPC operator is expect to be possible through the model developed and supports the strategy deduction that is appropriate for the participants.

시계열분석(時系列分析)에 의한 주식수익율(株式收益率) 변동성(變動性)의 예측(豫測)

  • Park, Dong-Gyu
    • The Korean Journal of Financial Management
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    • v.9 no.2
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    • pp.343-367
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    • 1992
  • 이 연구는 시계열분석(時系列分析)에 의해 주식수익율(株式收益率)의 변동성(變動性)을 예측하는 모델을 개발하고 그것에 의해 도출된 예측치(豫測値)의 실제변동성(實際變動性)에 대한 예측력(豫測力)을 미국의 주식시장자료를 사용하여 검증 비교하였다. 구체적으로 수익률변동성에 대한 (1) 역사적(歷史的) 변동성(變動性), (2) ARMAX 예측치(豫測値), (3) GARCH 예측치(豫測値) 등이 도출되고 그것들의 예측력이 통계적 비교와 회귀분석 등의 여러차원의 평가기준에 의해서 비교된다. 실증결과에 따르면 선택된 독립변수들에 근거한 ARMAX 예측치가 다른 예측치들 보다 모든 평가기준에서 우수한 예측력을 보였다. GARCH 예측치는 기대와는 달리 만족스러운 예측력을 보여주지 못했다. 본 연구에서 예측력이 실증된 ARMAX 예측치를 다양한 옵션가격결정모형의 변동성투입요소로 사용하는 것은 보다 정확한 옵션의 이론가격을 도출하는 데 크게 기여할 것이다. 또한, 이 논문의 실증결과는 각종의 자산가격결정이론, 수익률분포이론 등의 학문적 분야 뿐만 아니라 주식수익률 변동성의 동향이 일반투자자들의 투자전략에 결정적 영향을 미친다는 점에서 실무적인 관점에서도 시사하는 바가 크다고 할 것이다.

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A Profitability Forecasting Model available in Planning Stage of Housing Redevelopment Project (주택재개발사업 기획단계에서 이용 가능한 수익성 예측 모델)

  • Ahn, Kyung-Hwan;Park, Jong-Soon;Lee, Jong-Sik;Kwon, Dae-Jung;Chun, Jae-Youl
    • Korean Journal of Construction Engineering and Management
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    • v.14 no.1
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    • pp.63-70
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    • 2013
  • A judgment on the redevelopment projects' predicted profitability is an essential decision-making element for the success of the redevelopment projects. It is necessary to review the literature on profitability of redevelopment project and draw risk factors that could affect profitability through the risk analysis based on surveys. It is also necessary to judge profitability prediction toward the business value of the redevelopment project in the planning phase according to the risk analysis results which can affect the profitability prediction. In order to prevent the growing difficulties in executing the projects, a profitability prediction model is proposed using the method of management and disposal based on a proportional calculation that can estimate the share of expenses in order to judge profitability in the planning phase. With the improvement of profitability prediction models, it is possible to appropriately judge profitability in the planning phase in order to allow the prevention of suspension, reduction of project term, reduction of cost, and making of rational decisions.

Development of Profitability-forecasting Model for Apartment Reconstruction Projects using the Probabilistic Risk Analysis (확률적 위험도 분석 모형을 이용한 아파트 재건축사업의 수익성예측모델 개발)

  • Woo, Kwang-Min;Lee, Hak-Ki
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2007.11a
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    • pp.54-59
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    • 2007
  • Recently, Apartment Reconstruction Projects are performing only with the basis of profitability without establishing either certain criteria or standard guideline. In addition, the profitability information contained in a disposal plan tends to be considered as a fixed value, and it is frequently changeable because reconstruction projects have such a long time to complete and many participants with respective interests. As mentioned above, the new approach needs to be developed which covers the limitation of the unvaried one. Consequently, this study focuses on the probability approach considering not only variances that affect the profit, but the relationship between profit and risk, and then is modeling. This study is anticipated to improve the reliability and accuracy of expected value as well as apply to the decision making criteria quantitively about potentially hidden risks in that projects.

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Application of Probabilistic Risk Analysis for Profitability-Evaluation of Apartment Reconstruction Projects (아파트 재건축사업의 수익성평가에 대한 확률적 위험도 분석 모형 적용방안)

  • Woo, Kwang-Min;Lee, Hak-Ki
    • Korean Journal of Construction Engineering and Management
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    • v.7 no.5
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    • pp.167-176
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    • 2006
  • It was found that Korean Standard of Estimate which has been used as the only basis of cost estimate of public construction projects had some side effects such as jerry-build construction and over-estimation because it failed to reflect the current price and the state-of-the-art construction methods in a changing construction environment. Therefore, the government decided to gradually introduce historical construction cost into cost estimate of public construction projects from 2004. This paper presents analytic criteria and a process model for deducing more current and reasonable historical construction cost for contract items from not only previous contract prices but also all of the other bid prices that were not contracted. The procedure of estimating actual unit cost proposed in this paper focuses on the removal of abnormal values including strategically too low or high prices and the time correction. In addition, basic research is conducted for the correction of actual unit cost through the analysis of fluctuation of bid price depending on bidding types and rates of successful bid. It is anticipated that the effective use of the proposed process model for estimating actual unit cost would make the cost estimation more current and reasonable.

A Profit Prediction Model in the International Construction Market - focusing on Small and Medium Sized Construction Companies (CBR을 활용한 해외건설 수익성 예측 모델 개발 - 중소·중견기업을 중심으로 -)

  • Hwang, Geon Wook;Jang, woosik;Park, Chan-Young;Han, Seung-Heon;Kim, Jong Sung
    • Korean Journal of Construction Engineering and Management
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    • v.16 no.4
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    • pp.50-59
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    • 2015
  • While the international construction industry for Korean companies have grown in market size exponentially in the recent years, the profit rate of small and medium sized construction companies (SMCCs) are incomparably lower than those of large construction companies. Furthermore, small and medium size companies, especially subcontractor, lacks the judgement of project involvement appropriateness, which leads to an unpredictable profit rate. Therefore, this research aims to create a profit rate prediction model for the international construction project focusing on SMCCs. First, the factors that influence the profit rate and the area of profit zone are defined by using a total of 8,637 projects since the year 1965. Seconds, an extensive literature review is conducted to derive 10 influencing factors. Multiple regression analysis and corresponding judgement technique are used to derive the weight of each factor. Third, cased based reasoning (CBR) methodology is applied to develop the model for profit rate analysis in the project participation review stage. Using 120 validation data set, the developed model showed 11% (14 data sets) of error rate for type 1 and type 2 error. In utilizing the result, project decision makers are able to make decision based on authentic results instead of intuitive based decisions. The model additionally give guidance to the Korean subcontractors when advancing into the international construction based on the model result that shows the profit distribution and checks in advance for the quality of the project to secure a sound profit in each project.

생명보험회사 수익률 결정요인에 관한 연구

  • Sin, Dong-Ju
    • The Korean Journal of Financial Studies
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    • v.5 no.1
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    • pp.213-236
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    • 1999
  • 최근 우리 나라는 금융환경의 변화가 진전됨에 따라 보험산업에도 변화가 일어나기 시작했다. 이에 따라 보험산업은 지급능력 및 수익성에 관심을 갖게 되었다. 이에 본 연구에서는 국내 생명보험회사의 투자수익율이 재무제표에 나타난 요인에 의해 어떻게 결정되는가를 살펴봄으로써 수익률 결정요인을 찾는데 있다. 본 연구에서 사용한 자료는 생명보험회사 33개사 중에서 외국사를 제외한 29개사를 선택하여 수집하였다. 분석 기간은 1989년부터 1996년까지이며, 생명보험회사는 기존사, 지방사, 내국사, 합작사로 구분하였다. 분석결과, 시차별 분석에서는 결정계수가 기간이 짧을수록 높게 나타났고 예측된 부호는 잉여금, 사업비율이 반대로 나타났다. 그룹별 분석에서는 기존사, 내국사, 지방사, 합작사의 모델이 각각 유의수준 5%에서 유의하였고 결정계수는 높게 나타났다. 예측부호는 자산증가율과 사업비율, 수입보험료 증가율(기존사 제외), 부채/자본비율(기존사 제외)이 일치하지 않았다. 경영평가제도에 의한 분석에서는 결정계수가 높은 편이며, 유의수준 5%에서 유의하였다. 자본증가율은 예측된 부호와 일치하나 영향력이 거의 없는 것으로 나타났다. 유동성 비율은 신설사(내국사, 지방사, 합작사)가 예측부호와 반대의 경우로 나타났다. 또한 총자산은 투자수익율과 규모에 의해 결정되지 않은 것으로 나타났다. 모집인은 투자수익율에 유의적이나 직접적인 투자요인이 아닌 것으로 분석되었다. 기존연구와 비교해 볼 때, 한국 생명보험회사의 잉여금과 효력상실 해약율은 기존연구 모형과 예측부호가 일치하나 나머지 변수는 그룹간 다소 상이하게 나타났다. 결론적으로 본 연구의 분석 결과, 예측부호는 다소 차이가 있는 것으로 나타났고, 유의적인 변수는 없는 것으로 분석된다.

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Exploring Virtual Community Development Process Typology (비즈니스 모델과 커뮤니티 형성과정 변화에 관한 탐색적 연구)

  • Kim, Sung-Ook;Han, Hyun-Soo
    • 한국IT서비스학회:학술대회논문집
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    • 2003.11a
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    • pp.275-283
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    • 2003
  • 온라인 채널의 발달로 전자상거래를 통한 거래와 수익 증가에 관한 많은 연구들이 진행되어왔으나 수익 원천으로써의 커뮤니티(Community)에 관한 연구는 제한적이다. Hagel(1997)은 커뮤니티를 미래 사업 모델의 중심축이 될 것으로 예측하고 커뮤니티의 수확체증효과와 수익증가역학고리, 커뮤니티 자산들을 통해 포탈 비즈니스 모델에 적합한 일방향적이고 순차적인 커뮤니티 형성 프로세스를 중심으로 제시하였다. 본 논문에서는 전자상거래의 형태에 따라 커뮤니티 형성 프로세스의 변화 형태는 차별화 된다는 사례들에 근거하여 e-비즈니스 모델에 따른 차별화 된 커뮤니티 성공요인, 커뮤니티 주요자산들의 중요도 차이, 전환비용발생 요인을 파악하였으며, 이를 바탕으로 커뮤니티 형성 프로세스의 구조적 변화 행태를 제시하였다. 본 연구는 온라인 비즈니스 도입 기업에게 비즈니스 모델과 연계하여 네트워크 외부 효과를 극대화하는 차별화 된 커뮤니티 활용 포커스와 수익성 향상을 위한 커뮤니티 형성 프로세스를 설계하는 프레임�p을 제시하였다는데 그 특징이 있다.

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The Life Expectancy Making Model for Construction Equipment (건설장비 수명결정 모델)

  • Lee, Yongsu;Kim, Cheol Min
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.32 no.5D
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    • pp.453-461
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    • 2012
  • Life analysis is conducted for economic analysis of equipment or facilities. The purpose of life analysis is to predict future indicators for scrapping construction equipment, and establish and utilize a wide variety of business strategies according to data predictions. First, this study shows the methods to figure out average life, life expectancy and life prediction of construction equipment and the analysis of life making methods, using survival curves. Second, the study proposes and examines the life expectancy making model depending on revenues and expenses. The result of the study reveals that the economic life of the same equipment varies with expenses, revenues and the initial cost. The life expectancy making model for construction equipment reflects respective management status for equipment and will help efficient management for companies.