• 제목/요약/키워드: investment value

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정보시스템 투자의 성과격차 유발요인에 관한 실증연구 (An Empirical Study of Factors Affecting the Value Gap in IS Investment)

  • 박기호;조남재
    • 경영과학
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    • 제21권2호
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    • pp.145-165
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    • 2004
  • Frequently. lots of organizations have experienced the value discrepancy between the expected value and the realized value from IS (information systems) investments. Being positive or negative the difference is. however, the existence of discrepancy itself is an evidence of less-than-sound management and measurement of IS projects. Analyzing the factors that cause such discrepancy has become an issue of scrutiny both in academia and in practice. We model which factors. as predictors, will affect the value discrepancy, as dependent variables. in IS investment. This research will establish and examine the research model. the validity of category classification of value discrepancy factors and the perceptual level of IS value discrepancy by survey research. As a result of the survey research. the strategic alignment. the proper system design for staffs. the project planning capability. and interdepartmental task cooperation are perceived as the factors that significantly affect the value discrepancy. And known as IS success factors such as the managerial support, the change management, the standardized process. and the competitive investment are not significant factors. The research findings will provide and emphasize useful implications which factors should be deliberately investigated in IS investment both for practices considering IS deployment and for academia.

머신러닝 기반 가치투자를 통한 주식 종목 선정 연구: 내재가치를 중심으로 (Selecting Stock by Value Investing based on Machine Learning: Focusing on Intrinsic Value)

  • 김윤승;유동희
    • 한국정보시스템학회지:정보시스템연구
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    • 제32권1호
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    • pp.179-199
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    • 2023
  • Purpose This study builds a prediction model to find stocks that can reach intrinsic value among KOSPI and KOSDAQ-listed companies to improve the stability and profitability of the stock investment. And investment simulations are conducted to verify whether stock investment performance is improved by comparing the prediction model, random stock selection, and the market indexes. Design/methodology/approach Value investment theory and machine learning techniques are applied to build the model. Various experiments find conditions such as the algorithm with the best predictive performance, learning period, and intrinsic value-reaching period. This study selects stocks through the prediction model learned with inventive variables, does not limit the holding period after buying to reach the intrinsic value of the stocks, and targets all KOSPI and KOSDAQ companies. The stock and financial data are collected for 21 years (2001-2021). Findings As a result of the experiment, using the random forest technique, the prediction model's performance was the best with one year of learning period and within one year of the intrinsic value reaching period. As a result of the investment simulation, the cumulative return of the prediction model was up to 1.68 times higher than the random stock selection and 17 times higher than the KOSPI index. The usefulness of the prediction model was confirmed in that the number of intrinsic values reaching the predicted stock was up to 70% higher than the random selection.

태양광모듈 생산 증설투자에 대한 의사결정: 실물옵션모형에 의한 경영유연성 가치 분석 (On Determining the Size and the Timing of the Capacity Expansion in PV Module Manufacturing: Management Flexibility in Real Options Model)

  • 김경남;선우석호
    • 신재생에너지
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    • 제7권2호
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    • pp.18-27
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    • 2011
  • Management flexibility to adapt its future actions in response to altered future market conditions can expand the value of an investment opportunity by improving its upside potential without the change in the downside losses. Module manufacturers in solar industry continuously have to decide how much and when its production capacity should be expanded with regards to the demand in the global markets. Either over- or under-investment can cause sunk and/or opportunity costs to the module manufacturers. Option of exercising the additional investments only on favorable opportunities can increase total value of the investment. This paper analyzes the case which shows that the expansion of production capacity with more expandibility can have more value than the rigid plan of capacity expansion. The expansion option value is equivalent to KRW 38.286 billion, thus switching the negative NPV of the initial investment opportunity into the positive value. High volatility and the high growth in the cashflows as the major business features of the renewable energy provide condition where real options can play the crucial role in increasing the investment value as well as in determining the size and timing of capacity expansion in the course of capital budgeting process.

다수의 투자대안들에 대한 수익률 기준의 경제성 평가방법 (Economic Evaluation Method Based on Rate of Return for Multiple Investment Alternatives)

  • 김진욱
    • 산업경영시스템학회지
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    • 제42권1호
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    • pp.137-142
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    • 2019
  • There are two methods for evaluating two or more mutually exclusive projects. One is a total investment approach and the other is an incremental investment approach. The former can rank projects by the criterion of the net present value, but the latter can't do it. An incremental investment approach is only possible when all pairwise alternatives are compared. Thus an incremental investment approach is superior in ranking them over an incremental investment approach. To do so, a principle of comparison must be established. Comparisons of profitability are reasonable when operating the same amount of investment over the same period of time. One principle is that all projects are invested in the largest of the projects. Another principle is that all projects are invested during the longest project life of the projects. In this paper, even if the principle is followed, it will be shown that the external rate of return fails to rank them. However, the productive rate of return criterion would prove to be able to rank them like the net present value standard, provided that the principle of comparison is kept. In addition, rate of returns can be assessed so that all mutually exclusive projects can be compared at once, such as on the criterion of the net present value. That is, it can be also compared with many other returns, such as the profit rates on financial investments or real investments.

수요관리 투자사업에 대한 대안적 비용효과 분석 기법 도입 및 실제 적용 (A Study on Adoption of Alternative Cost-effectiveness Analysis Method for the DSM Investment Program and Actual Application)

  • 최봉하;박수억;이정태;이찬섭
    • 대한설비공학회:학술대회논문집
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    • 대한설비공학회 2008년도 하계학술발표대회 논문집
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    • pp.243-248
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    • 2008
  • The purpose of this study is to introduce alternative cost-effectiveness analysis method of DSM investment programs. This alternative method is Value Test method which consider the effects of DSM investment program on customer value. And this method was applied for actual DSM investment program in natural gas domain. By utilize this method to evaluate cost-effectiveness of DSM investment programs, it is expected to make right decision to enforce and complement those programs.

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기술개발 투자안의 최적 포트폴리오 구성에 관한 연구

  • 이현정;이정동;김태유
    • 한국기술혁신학회:학술대회논문집
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    • 한국기술혁신학회 2000년도 추계 학술대회(The 2000 Autumn Conference of korea Technology Inovation Society)(한국기술혁신학회)
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    • pp.259-277
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    • 2000
  • In this paper, we suggest theoretical grounds on the problem of R&D portfolio with different option premiums utilizing the Real Options Model, which has received intensified attention as the method of assessment of R&D project with high risk. Even though there have been many studies focused on the evaluation of option value of single project from technology valuation's perspective. there are few study on the portfolio of multiple technology investment by option value using. This paper bears practical importance by showing simple examples with the option value of investment alternatives and the valuation of related risk, the construction of optimum portfolio in technology investment alternatives.

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부동산 투자가치와 사업타당성 분석기법 연구 -개발사업 사업타당성 분석 사례연구를 중심으로- (A study of real estate investment value and analytic technique -mainly by case study of real estate development projects-)

  • 이택수;이주형
    • 한국산학기술학회논문지
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    • 제13권12호
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    • pp.6128-6134
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    • 2012
  • 부동산투자 패러다임의 변화 속에서 정교하고 투명하게 투자가치와 성과를 분석할 수 있는 기법의 도입이 절실히 필요하게 됐다. 본 연구에서는 합리적이고 타당한 투자의사결정을 하기 위하여 신뢰도 높은 투자가치분석의 핵심이 되는 재무적 타당성 분석방안을 찾고자 한다. 이를 위해 부동산 개발사업 사례와 자산관리사업 사례를 선정했다. 각 사례를 통해 손익이나 투자가치를 어떻게 분석했으며 변수에 따라 수익률과 현재가치가 어떻게 변화하는지 과정을 추적했다. 분석 결과, 기존에 발달해 온 여러 기법들을 실제 개발프로젝트에 직접 적용하기 위해서는 우선 해당 프로젝트에서 의사결정을 위해 가장 중요시되는 부분이 무엇인지 파악한 다음 여러 투자분석 기법들 가운데 가장 적절한 기법들을 복수로 선정한 뒤 각 투자분석기법의 단점을 보완할 수 있도록 대체적 및 보완적 기법들을 동원해 실제 투자가치분석에서 활용한다면 투자가치분석의 효율성과 신뢰성을 높일 것이라는 점을 발견했다.

간접수용의 보상에 관한 ICSID 중재사례 연구 (A Study on the ICSID Arbitration Cases for Compensation of Indirect Expropriation)

  • 오원석;황지현
    • 무역상무연구
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    • 제66권
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    • pp.149-170
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    • 2015
  • State's compensation obligation accompanied in case of indirect expropriation of foreign investor's investment asset has been established definite principle under international investment law. But the concrete and unified application criterion regarding valuation methods for measuring compensation have not been established yet. The World Bank investment guideline is adopting the Hull's Formula, which is understood as the full compensation standard with prompt adequate effective compensation and Fair Market Value method. It is a general principle that compensation should be equal to the fair market value of investment asset just before indirect expropriation date. However, there is a problem of the valuation method of fair market value of investment asset. In general, discounted cash flow, liquidation value, replacement value, book value, etc. can be the applicable standards. Arbitral tribunals determine compensation by adopting proper valuation method on a case-by-case basis according to the discretion based on the arbitration parties' experts' review on the presented opinion and by considering fact relevance of the issued dispute. This compensation includes also interest, recently it tends to award according to compound interest rather than simple interest. Beginning of the period to generate interest is the next day of the indirect expropriation occurrence date. And it should be considered that interest until the payment of compensation is also included. In addition, it should be considered that mental damages is available only when there's a basis to prove this or special case. Therefore, this study suggests to review of precedents related to indirect expropriation and concretely specify compensation valuation standard and method of indirect expropriation on investment agreements through enough consultation beforehand.

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Corporate Investment Behavior and Level of Participation in the Global Value Chain: A Dynamic Panel Data Approach

  • KUANTAN, Dhaha Praviandi;SIREGAR, Hermanto;RATNAWATI, Anny;JUHRO, Solikin M.
    • The Journal of Asian Finance, Economics and Business
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    • 제8권12호
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    • pp.117-127
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    • 2021
  • This study was conducted to comprehensively identify factors that potentially influence corporate investment behavior, including micro, macro, and sectoral variables. Furthermore, investment behavior was studied across nations based on their participation in the global value chain (GVC), which was evaluated based on commodities, limited manufacturing, advanced manufacturing, and innovative activities. The study uses the dynamic panel data analysis and Generalized Method of Moment (GMM) estimation for a sample of 800 corporations, with data spanning over 2000-2019. The study result shows that in all types of countries, the coefficient lag indicator of capital expenditure statistically has a significant effect on capital expenditure. Sales growth, exchange rate, and GDP have a significant positive effect on corporate investment growth, while DER has a negative effect. In commodity countries, corporate investment is influenced by sales growth, exchange rate, and FCI. The variables that influence corporate investment in manufacturing countries are the FCI, exchange rate, sales growth, GDP, and DER. In innovative countries, variables that significantly affect capital expenditure are DER, GDP, and Tobin Q. In each type of country, the interaction terms between exchange rate and commodity price are positive and statistically significant.

Herding Behavior Model in Investment Decision on Emerging Markets: Experimental in Indonesia

  • RAHAYU, Sri;ROHMAN, Abdul;HARTO, Puji
    • The Journal of Asian Finance, Economics and Business
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    • 제8권1호
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    • pp.53-59
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    • 2021
  • This research aims to examine the model of investor herding behavior in making investment decisions in the Indonesian capital market, which is influenced by social and information impacting on the value of the Book Value Per Share (BVPS). The latest stock market conditions show that most investors make the same error pattern in making investment decisions that result in losses. The experiment involves two independent variables, namely, information about BVPS and social influence. This study used a 2×2 factorial design laboratory experimental method. Data collection was carried out through treatment of a sample of 100 individual investors listed on the Indonesia Stock Exchange. Univariate Two-Way Analysis of Variance (ANOVA) statistical tool was used to test the independent variable on the dependent variable. Research results showed that the social influence originating from expert investors is more influential than the Book Value Per Share (BVPS) information on the behavior of herding investors in making investment decisions. These findings suggest that investors know their psychological factors, thereby increasing self-control and investment analysis skills. Further research can use psychological bias and other indicators of accounting relevant information such as Earning Per Share (EPS) to test herding behavior in investment decision making in the capital market.