• Title/Summary/Keyword: management decisions

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Trading Strategies in Bulk Shipping: the Application of Artificial Neural Networks

  • Yun, Hee-Sung;Lim, Sang-Seop;Lee, Ki-Hwan
    • Journal of Navigation and Port Research
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    • v.40 no.5
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    • pp.337-343
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    • 2016
  • The core decisions of bulk shipping businesses can be summarized as the timing and the choice of period for which carrying capacity is traded. In particular, frequent decisions to trade freight either with repeated spot transactions or with a one-off long-term deal critically impact business performance. Even though a variety of freight trading strategies can be employed to facilitate the decisions, chartering practitioners have not been active in utilizing these strategies, and academic research has rarely proposed applicable solutions. The specific properties of freight as a tradable commodity are not properly reflected in existing studies, and limitations have been reported in their application to the real world. This research focused on the establishment of applicable freight trading strategies by taking into account two properties of freight: time perishability and term-dependant pricing. In addition to traditional trading strategies, artificial neural networks were applied for the first time to the test of freight trading strategies. The performances of the trading strategies were measured and compared to produce a remarkable outperformance of the ANN. This research is expected to make a significant contribution to chartering practices by enhancing the quality of chartering decisions and eventually enabling the effective management of freight rate risk. In addition to methodological expansion, the result will propose a way to approach the controversial issue of freight market efficiency.

Nexus Between Inventory Volatility and Capital Investment: Evidence from Selected Asian Economies

  • SUBHANI, Bilal Haider;ASHFAQ, Khurram;KHAN, Muhammad Asif;MEYER, Natanya;FAROOQ, Umar
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.1
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    • pp.121-132
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    • 2022
  • The uncertainty regarding inventory may impart dynamic impacts on corporate-level financial decisions. Among others, a decision about capital investment is a crucial decision that requires overall financial stability. Following these theoretical notions, the current study aims to identify possible consequences of inventory volatility relating to corporate capital investment decisions. We employed ten years of data (2010-2019) of non-financial sector firms to achieve the objective. The Driscoll-Kraay model was used to quantify the regression. The statistical results imply that inventory volatility negatively influences capital investment decisions due to information asymmetry about the current financial position. Additionally, more volatility brings discrepancies in managers' investing decisions to fulfill the possible demand options of capital investment that require processing the inventory. However, based upon the statistical findings, it is suggested to corporate managers that they should consider the financial sensitivity of enterprises regarding inventory volatility. Thus, the current study introduces new thoughts regarding inventory volatility and its empirical role in determining capital investment.

Do Previous Promotion Awards Affect Current Decisions? Investigation of Intertemporal Correlations of Personnel Decisions

  • Kim, Jonghwan
    • Asia-Pacific Journal of Business
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    • v.11 no.4
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    • pp.1-19
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    • 2020
  • Purpose - This study analyzes the intertemporal patterns in personnel decisions made between a supervisor and a subordinate to understand potential supervisor bias in the decisions. A correlation between the current and the most recent personnel decisions made for a subordinate by a current supervisor captures certain relationship-embedded and time-invariant factors in effect. The characteristics speak to the nature of a supervisor bias arising from a relationship, or favoritism. Design/methodology/approach - This study manually collects the executive profile data from annual reports of key Samsung Group affiliates and compile a longitudinal sample of 3,675 executive-years. It mainly explores the logistic regression analysis. Findings - The study finds that a supervisor' previous promotion award to a subordinate does not improve but decreases the likelihood of promotions in ensuing years, suggesting the containment of favoritism; and that the time since the last promotion award to a subordinate by the current supervisor increases the likelihood of both promotions and dismissals of the subordinate. Research implications or Originality - The findings are generally consistent with the theory suggesting that incentive schemes that align interests between an individual and an organization will contain the form of a supervisor bias.

A Solution for Sourcing Decisions under Supply Capacity Risk (공급능력 리스크를 고려한 최적 구매계획 해법)

  • Jang, Won-Jun;Park, Yang-Byung
    • Journal of Korean Institute of Industrial Engineers
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    • v.42 no.1
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    • pp.38-49
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    • 2016
  • This paper proposes a mathematical model-based solution for sourcing decisions with an objective of minimizing the manufacturer's total cost in the two-echelon supply chain with supply capacity risk. The risk impact is represented by uniform, beta, and triangular distributions. For the mathematical model, the probability vector of normal, risk, and recovery statuses are developed by using the status transition probability matrix and the equations for estimating the supply capacity under risk and recovery statuses are derived for each of the three probability distributions. Those formulas derived are validated using the sampling method. The results of the simulation study on the test problem show that the sourcing decisions using the proposed solution reduce the total cost by 1.6~3.7%, compared with the ones without a consideration of supply capacity risk. The total cost reduction increases approximately in a linear fashion as the probability of risk occurrence or reduction rate of supply capacity due to risk events is increased.

A Deterministic Model for Optimal Pricing Decisions with Price-Driven Substitution (가격차에 의해 발생하는 수요대체효과를 고려한 정태적 최적가격결정 모형 수립)

  • Kim, Sang-Won
    • Journal of the Korean Operations Research and Management Science Society
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    • v.33 no.1
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    • pp.1-17
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    • 2008
  • Market segmentation is a key strategic factor in increasing the expected profits, especially in the practice of revenue management. A manufacturing firm should manage both manufacturing quantities and pricing decisions over its segmented markets to maximize the expected profits, setting different price for each different segment. Also, market segments should be kept separate in order to prevent demand leakages between different market segments. In fact, even though the markets for different products are firmly segmented, it is not easy to keep separate segmentation because many products might be substitutable by customer buying behavior. That is, customers respond to price changes by purchasing other market's products instead of purchasing the originally requested products, which causes demand substitution effect ; This kind of substitution is referred to as price-driven substitution. Therefore, decisions on optimal prices should take into account the differences in customers' valuation of the different products. We consider a deterministic model for deciding optimal prices in the presence of price-driven substitution, and we compare both symmetrical-and asymmetrical-type demand substitutions between two segmented markets. The objective of this study is to develop analytical and numerical models to examine the impact of price-driven substitution on the optimal price levels and the total expected profits.

Treasury Stock Sales and Management Rights Protection: Conflicts of Interest between an Owner-manager and Small Shareholders

  • CHO, SUNG ICK
    • KDI Journal of Economic Policy
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    • v.39 no.3
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    • pp.63-98
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    • 2017
  • This paper investigates the sales process of treasury stocks, while most previous research studies treasury stock repurchases. The sales of treasury stocks are an important measure to protect management rights only in Korea, as Korea's laws and systems allow treasury stock sales according to the board's resolution and not by the decisions made at the general shareholders' meetings. The board's resolution, which considers the owner-manager's interest on management rights, can cause damages to small shareholders. Considering (i) the economic characteristics of treasury stocks, (ii) other countries' institutions and experiences, (iii) a theoretical assessment of the possibility of small shareholder losses, and (iv) lessons from Korea's actual instances, Korea's present system should be corrected at least in the mid and long term. Even in the short-term, rules pertaining to sales enacted by the board's resolution inducing small shareholder losses should be overhauled. The autonomous discipline by various stakeholders could be an ideal measure by which to monitor ownermanager's decisions. In addition, temporary intervention measures, such as government examinations, could be implemented to protect small shareholders.

Intergenerational Transfers: The Influence of Children's Support for Parent on Parents' Bequest Decisions (세대간 이전: 자녀의 부모부양이 부모의 상속결정에 미치는 영향)

  • Kim, Soon-Mi
    • Journal of Family Resource Management and Policy Review
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    • v.21 no.1
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    • pp.19-44
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    • 2017
  • The intergenerational transfer between parents and children is a major concern due to low birth rates and aging society of Korea. This study investigated the influences of children's support for parent regarding parents' decision to bequest, including the influences of parental characteristics, household-related factors, and characteristics of children. The data are the 5th wave of KReIS, a sample of 1,834 married household heads(HHs), which were classified into 142 baby boomers (1955-1963), 534 post-liberation HHs (1945-1954), and 1,158 Japanese-era HHs (-1945). The results were as follows: First, 49.3% of baby boomer HHs, 59.2% of post-liberation HHs, and 59.1% of Japanese-era HHs, were willing to make bequest decision. Second, in the baby boomer HHs, although the children's contact with their parents represented an emotional resource transfer, a child's economic resource transfer to his/her parents did not affect the parents' bequest decisions. However, in the post- liberation HHs, children's contact with parents, and economic resource transfers were significant variables. In addition, in the Japanese-era HHs, only children's contact with their parents was a significant variable. Third, in the baby boomer HHs, the variables that influenced parents' bequest decisions were household financial assets and having a daughter rather than having son and daughter. However, the variables that heavily influenced bequest decisions of the post-liberation HHs were the presence of a spouse, home ownership, household expenditures, and satisfaction of relationships with children. In the Japanese-era HHs, the variables that significantly affected parents' bequest decisions were home ownership, household expenditures, and household financial assets.

Factors Affecting Corporate Investment Decision: Evidence from Vietnamese Economic Groups

  • PHAN, Duong Thuy;NGUYEN, Ha Thi
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.11
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    • pp.177-184
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    • 2020
  • This paper analyzes factors affecting corporate investment decisions in economic groups listed on the Vietnam stock market. The panel data of the research sample includes 39 economic groups listed on the Vietnam stock market from 2009 to 2019. The Generalized Least Square (GLS) is employed to address econometric issues and to improve the accuracy of the regression coefficients. In this research, the investment rate is a dependent variable. Cash-flow (CF), Investment opportunities (ROA), Fixed capital intensity (FCI), Leverage (LEV), Sales growth (GR), Size (SZ), Business risk (RISK) are independent variables in the study. The model results show that cash flow and sales growth have the same impact on investment decisions of economic groups in Vietnam. In addition, investment opportunities have a negative impact on the capital investment decisions of economic groups. The remaining factors include fixed capital intensity, leverage, firm size, and business risks that have a weak and insignificant impact on capital investment decisions of economic groups in Vietnam. The findings of this article are useful for business administrators, and helping business managers make the right financial decisions. Besides, the research results are also meaningful to money management agencies. The authors recommend that the State Bank of Vietnam should maintain a sustainable monetary policy.

The Implementation of Smart Factories: Empirical Evidence from Korean Small and Medium-Sized Enterprises (스마트팩토리 도입 영향요인에 관한 실증연구: 우리나라 중소제조기업을 중심으로)

  • Chung, Jiyoon
    • Asia-Pacific Journal of Business
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    • v.13 no.2
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    • pp.79-94
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    • 2022
  • Purpose - The purpose of this study is to examine firm-level attributes related to Korean manufacturing small and medium-sized enterprises' (SMEs') decisions to implement smart factories. Design/methodology/approach - This study uses the provided by the Ministry of SMEs and Startups of Korea and the Korea Federation of SMEs. Manufacturing SMEs' decisions to implement smart factories in 2018-2019 were analyzed using multinomial logit and ordered logit models. Findings - The findings of this study suggest that firms' decisions to implement smart factories were positively related to firm size, R&D intensity, international market scope, and transactional relationships with customers. However, smart factory implementation decisions were not related to firm age and CEO gender. Research implications or Originality - This study illuminates firm-level attributes that may drive organizational innovation in the era of Industry 4.0 and thus contributes to the innovation adoption literature. This study also contributes to growing research on smart factories by analyzing the actual, progressive decisions to implement smart factories, as opposed to perceived intentions to implement them.