• 제목/요약/키워드: Firm-Specific Variables

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Macroeconomic and Firm-specific Factors Influencing Non-Performing Loans in Bangladesh: A Panel Data Regression Approach

  • AMIN, Md. Iftekharul;AHSAN, Aumit;Al MUKTADIR, Mahmud;AZAD, Muntasir;REZANUR, Razib Hasan Bin
    • The Journal of Asian Finance, Economics and Business
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    • 제8권12호
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    • pp.95-105
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    • 2021
  • A prerequisite of a sound financial system is effective channeling of financial resources to efficient users; hence maximizing economic and societal welfare. To that end, the prevalence of bad loans in banks in emerging economies is a major policy concern. In an attempt to add to the growing body of literature explaining the interrelationship between macroeconomic and firm-specific factors, and non-performing loans (NPL), this paper examines data from 24 scheduled commercial banks in Bangladesh from 2008 to 2019. Macroeconomic factors as well as firm-specific factors related to profitability, capital strength, and efficiency are considered. Panel data regression analysis is performed to estimate pooled OLS, fixed effects, and random effects models. Following the necessary testing, it was found that the fixed effects model with robust standard error is appropriate. Results show that return on assets and inflation have a negative influence on NPL, but GDP growth has a favorable impact. The paper concludes by asserting that the evidence supports similar findings from studies both in Bangladesh and elsewhere and it is noted that a combination of these macroeconomic and firm-specific factors explains only a small portion of the total variation in NPL.

A Dynamic Approach to Understanding Business Performance

  • Kusuma Indawati HALIM
    • 유통과학연구
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    • 제22권6호
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    • pp.1-10
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    • 2024
  • Purpose: This study's objective is to examine the impact of firm-specific and macroeconomic factors on the business performance of non-cyclical and cyclical sectors in Indonesian listed firms. The evaluation of business performance holds paramount importance for the achievement and long-term viability of a company. Research Design Data and Methodology: The data for 61 non-cyclicals sector companies and 57 cyclicals sector companies was gathered over a 4-year period from 2018-2021. The model integrates firm size, leverage, and sales growth as firm-specific factors, with real GDP growth and inflation rate as macroeconomic variables. ROA and ROE are indicators of a firm's business performance. The regression models are estimated using the distribution of a dynamic approach with Arellano-Bond Panel Generalized Method of Moments (GMM) estimation. Results: The results of the pooled sample indicate that the historical ROA and ROE have a positive relationship with the business performance of all sectors, including both non-cyclical and cyclical industries. The ROE of non-cyclical enterprises is primarily influenced by firm-specific characteristics and macroeconomic influences. Conclusion: To ensure the successful implementation of the distribution of a dynamic approach towards enhancing corporate business performance, organizations need to take into account a combination of firm-specific factors and macroeconomic factors.

세법변경에 따른 유효세율 변동성의 결정요인에 관한 실증연구 (An Empirical Study on Determinants of the Variability in Effective Tax Rates in Response to Corporate Tax Law Changes)

  • 이인재;노현섭;김태수
    • 경영과정보연구
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    • 제11권
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    • pp.91-109
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    • 2002
  • This study provides evidence on the determinants of variability in corporate ETRs(effective x rates). Specially, this study examined the association between ETRs, firm size, and variables proxying for firms' capital structure and asset mixes, while controlling for firms' profitability. Overall, results suggest that ETRs are associated with many firm-specific characteristics such as size, capital structure, asset mix, and profitability, and that some of these associations continued after Corporate Tax Law changes. In addition, although the results indicate that the association between ETRs and firm-specific characteristics have undergone a shift since tax law change, these firm-specific characteristics have continued to be associated with ETRs.

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증권사의 정보기술투자가 기업성과에 미치는 영향에 관한 연구 (Investment in Information Technology and Performance of Securities Companies in Korea)

  • 신용재
    • 경영과정보연구
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    • 제25권
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    • pp.43-68
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    • 2008
  • From intuitional viewpoint many researchers have been considering that information technology investment serves to increase the productivity and the profitability of firm. But the empirical studies that have examined the relationship between information technology investment and firm performance have reported mixed findings. In spite of that, recently there has been growing recognition of the importance of assessing information technology investment in determining future performance of firms. This study examines the relationship between investment in information technology and performance of securities companies in Korea. I use Tobin's Q, a financial market-based measure of firm performance and investigates the pure effect of information technology investment on firm performance after controlling for a variety of firm specific variables which may affect on firm performance. This study finds that information technology investment have a significantly positive association with Tobin's Q. This result implicates that information technology investment contributes to a firm's future performance potential.

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Relationship between Dynamic Digital Capabilities, Digital Transformation, Digital Technology Acceptance, and Firm Performance

  • Min-Chul KIM;Jin-Kwon KIM;Tony-Donghui AHN
    • 융합경영연구
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    • 제12권4호
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    • pp.51-64
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    • 2024
  • Recent studies have introduced that digital transformation positively impacts firm performance. However, research on the relationship between organizational capabilities or attitudes as antecedents or situational variables for successfully driving digital transformation remains limited. Therefore, this study aims to systematically analyze how dynamic digital capabilities and the mutual relationships between organizational members' digital acceptance influence firm performance throughout the process of driving and achieving digital transformation. Research design, data, and methodology: This study developed the concepts and measurement items for each variable based on prior research. A survey was conducted with 258 companies participating in mini clusters within industrial complexes across the county. The data was analyzed using a structural equation model with the AMOS software package. Results: Based on existing literature, hypotheses were formulated regarding the causal relationships among variables, and analysis was conducted. The results indicate that digital transformation and employees' technological acceptance play a mediating role in the relationship between dynamic digital capabilities and firm performance. Specifically, the organization's dynamic digital capabilities enhance both digital transformation and technological acceptance. Moreover, digital transformation leads to higher firm performance when technological acceptance is high. Conclusions: This study has shown the importance of enhancing dynamic digital capabilities as a prerequisite for driving digital transformation and highlighted the significance of organizational members' perceptions and attitudes toward information technology. Particularly, through detailed causal analysis among the specific items of each variable, insights were gained for both academic and practical applications.

The Determinants of Future Bank Stock Returns in Eight Asian Countries

  • An, Jiyoun;Na, Sung-O
    • East Asian Economic Review
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    • 제18권3호
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    • pp.253-276
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    • 2014
  • We examine which traditional asset pricing variables together with bank-specific accounting variables explain the cross-sectional variation of future bank stock returns, using a firm-level data of eight Asian countries. Our empirical evidence shows that exchange rate risk, firm size, the book-to-market ratio, and the net income ratio are important in explaining future bank stock returns during normal times. However, during the Global Financial Crisis period, different variables such as local market beta, illiquidity risk, equity ratio, and off-balance sheets ratio were statistically significant. Thus, researchers and policy practitioners should monitor these variables during normal times as well as during times of crisis.

Factors Influencing Corporate Debt Maturity: An Empirical Study of Listed Companies in Vietnam

  • NGO, Van Toan;LE, Thi Lanh
    • The Journal of Asian Finance, Economics and Business
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    • 제8권5호
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    • pp.551-559
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    • 2021
  • The maturity structure of corporate debt is one of the significant financing choices that a firm must make simultaneously while deciding how to finance its operational and investment decisions. Even though the capital structure is one of the scrutinized topics of interest in the corporate finance literature, scarce studies have investigated corporate debt maturity, even less so in the context of emerging markets. The choice of a suitable debt maturity structure is exceptionally relevant for firms. It can enable them to avoid mismatch by aligning assets in line with liabilities, addressing agency-related problems, sidestep the ill effects of cost of capital, and signaling the firms' earning quality and value. The study investigates the firm-specific and macroeconomic determinants significant for the debt maturity structure of Vietnamese corporate firms. A sample of 722 non-financial firms listed on the Ho Chi Minh and Hanoi Stock Exchange in Vietnam from 2007 to 2018 was taken to test the hypothesis. The study's methods fixed effects panel data analysis provides empirical evidence that firm size, firms' quality, liquidity, leverage, asset maturity, tax impact, and macro variables are significantly related to the debt maturity structure.

공매도거래와 주가하락 가능성에 관한 연구: 한국 주식시장의 경우 (Short Selling and Predictability of Negative Sock Returns: Evidence from the Korean Stock Market)

  • 유시용
    • 한국산학기술학회논문지
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    • 제17권6호
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    • pp.560-565
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    • 2016
  • 본 연구에서는 공매도관련 거래활동이 주가하락요인으로 작용하는지를 파악하기 위해서 국내 주식시장의 자료를 활용하여 실증분석하였다. 표본 분석기간은 2005년 1월부터 2016년 3월까지이며, 이 기간 동안의 공매도거래비율을 기준으로 상위 10%, 상위 25%, 상위 50% 주식을 대상으로 각각 포트폴리오로 구성하여, 이 포트폴리오를 대상으로 분석하였다. 매도거래활동이 많이 이루어진 포트폴리오의 가치-가중 수익률과 해당 포트폴리오의 공매도거래활동과의 관계를 살펴본 것이다. 종속변수는 포트폴리오의 가치-가중 수익률에서 시장수익률을 뺀 고유수익률이다. 시장수익률은 KOSPI 지수 수익률과 KOSDAQ 지수 수익률의 시가총액 가중수익률로 사용한다. 종속변수는 포트폴리오의 공매도거래비중, 대차거래비중, 대차잔량비율 등을 사용한다. 종속변수들의 안정성을 위해서 각 변수를 차분하였다. 본 연구의 결과, 공매거래비중(${\Delta}SVR$), 대차거래비중(${\Delta}LVR$), 대차잔량비율(${\Delta}LIR$) 등과 같은 공매도관련 활동변수들은 주가고유수익률에 부(-)의 영향을 미치고 있음을 보였다. 따라서 공매도관련 활동은 주가하락을 초래한다고 할 수 있다. 공매도활동을 모두 설명변수로 추정한 결과의 공통점은 대차거래비중이나 대차잔량비율이 주가하락에 영향을 미치지만, 공매거래비중은 통계적으로 유의한 영향이 없다는 것이다. 이는 대차거래활동이 공매도활동보다 주가하락에 더 큰 영향을 미치고 있다는 것을 의미한다.

CEO Overseas Experience and Firm Internationalization: Before and After the Global Financial Crisis

  • Kim, Jiyoon;Park, Jong-Hun;Kim, Changsu
    • Journal of Korea Trade
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    • 제24권7호
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    • pp.54-72
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    • 2020
  • Purpose - This study explores the contextual factors that affect the relationship between CEO overseas experience and firm internationalization. This study incorporates a wide range of contextual factors, including mega, macro, and micro variables. In particular, this study goes a step further from prior studies by incorporating a higher-order variable i.e., the global financial crisis that can constrain the managerial discretion of a CEO. Design/methodology - To structure the balanced data set before and after the 2008 global financial crisis, we used the data for the years from 2002 to 2014 from a sample of Korean manufacturing firms. Ultimately, 1101 firm-year unbalanced panel observations from 101 firms were used for the analysis. Findings - Our main findings can be summarized as follows. CEO overseas experience is positively related to firm internationalization. However, this relationship varies depending on the CEOs level of managerial discretion. As for the constraining moderation, the global financial crisis weakened the positive relationship between CEO overseas experience and firm internationalization. As for the enabling moderation, the CEOs tenure strengthened the relationship. Originality/value - This study adopted the knowledge, skills, and abilities (KSA) framework to explain the relationship between CEO overseas experience and firm internationalization. Moreover, we argue that the CEO-internationalization relationship depends on the specific context of the managerial discretion, focusing on the 2008 global financial crisis. Empirically, this study adopted the 2SLS procedure to correct endogeneity. Instead of taking the actual value of prior internationalization as a control, we estimated prior internationalization using the instrument variables at an industry level. This procedure made our estimation more robust.

기업의 적용에 있어 R&D 공간의 변화: 조직적 역량, 학습 그리고 근접성 (The Shifting Process of R&D Spaces in Firm's Adaptation: Competences, Learning and Proximity)

  • 이종호
    • 한국지역지리학회지
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    • 제8권4호
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    • pp.529-541
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    • 2002
  • 본 논문은 시장과 기술의 급속한 변화에 직면한 한국 대기업의 R&D 공간의 변화 과정과 메커니즘을 학습과 적응의 맥락에서 고찰한 것이다. 사례연구는 한국의 대표적인 전자업체인 LG전자를 대상으로 한 심층적 인터뷰 결과와 문헌조사를 토대로 하였다. 본 연구에서는 대기업 조직의 R&D 공간의 변화는 조직의 공간 형태, 지식과 학습의 공간적 및 조직적 원천, 관계적 근접성에 기초한 학습의 역할 등과도 밀접한 관계를 가지고 있음을 밝힌다. 사례기업의 최근 국내 R&D 공간의 변화는 구상과 실행의 공간적 통합보다는 핵심 연구개발 기능들의 서울중심 집적 강화 경향이 점진적으로 나타나고 있다. 그러나, 본 논문에서는 이러한 R&D 공간의 변화가 학습과 핵심의 선형적 모델로의 회귀를 의미한다고 보기보다는, 조직적 근접성과 상호작용적 학습 양식을 통해 공간적으로 분산된 조직 역량 및 학습 능력을 유지 강화하고자 하는 기업의 전략적 노력과 조직적 프로세스를 반영하고 있다는 점을 강조한다.

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