• 제목/요약/키워드: corporate performance

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인공지능기법을 이용한 기업부도 예측 (Forecasting Corporate Bankruptcy with Artificial Intelligence)

  • 오우석;김진화
    • 산업융합연구
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    • 제15권1호
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    • pp.17-32
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    • 2017
  • The purpose of this study is to evaluate financial models that can predict corporate bankruptcy with diverse studies on evaluation models. The study uses discriminant analysis, logistic model, decision tree, neural networks as analyses tools with 18 input variables as major financial factors. The study found meaningful variables such as current ratio, return on investment, ordinary income to total assets, total debt turn over rate, interest expenses to sales, net working capital to total assets and it also found that prediction performance of suggested method is a bit low compared to that in literature review. It is because the studies in the past uses the data set on the listed companies or companies audited from outside. And this study uses data on the companies whose credibility is not verified enough. Another finding is that models based on decision tree analysis and discriminant analysis showed the highest performance among many bankruptcy forecasting models.

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The Effects of Paid Family Leave on Corporate Social Responsibility

  • Sumi Jung;Jeongeun Emilia Lee
    • 아태비즈니스연구
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    • 제14권3호
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    • pp.17-24
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    • 2023
  • Purpose - The objective of this research is to investigate how lowering labor market frictions for female workers affects corporate social responsibility (CSR). Design/methodology/approach - We utilize the staggered adoption of state-level Paid Family Leave (PFL) acts in the U.S. These acts provide significant flexibility for female employees by mandating paid leave for a family or medical events. Our study is based on a sample of 30,027 publicly traded firms in the U.S. from 1991 to 2012. We employ a difference-in-differences research design, considering treated firms as those headquartered in states that enacted PFL laws. Findings - We find that there is a significant increase in the firms' CSR performance following the adoption of the PFL, suggesting that lowering the labor market frictions for female workers encourages firms to invest in CSR initiatives. Research implications or Originality - This study informs policy makers that PFL enables firms to reduce costly employee turnover and results in an increase in CSR performance.

기업 지식의 특성이 지식획득, 이전, 활용과 경영성과에 미치는 영향 (Effect of the Attributes of Corporate Knowledge on Knowledge acquisition, Transfer, Application and Management Performance)

  • 문재영;이원희
    • 한국콘텐츠학회논문지
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    • 제13권11호
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    • pp.845-855
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    • 2013
  • 오늘날과 같은 지식기반 산업에 있어서 지식은 기업의 경쟁력을 좌우하는 중요한 요인이라고 할 수 있다. 최근 국내 건설기업의 경우 기술력 제고와 정부의 부동산 규제정책에 따른 건설경기의 하락과 내수시장의 지속적인 불황으로 국내 외의 많은 불안정적인 요인들로 인해 어려움을 겪고 있다. 본 논문은 이러한 국내 건설업체들의 문제점을 해결하기 위해 기업조직이 보유한 조직지식의 속성이 조직 내 지식획득, 이전, 활용과 경영성과에 어떠한 영향을 주는지를 알아보고자 하는데 그 목적이 있다. 이를 위해 본 연구에서는 구조방정식 모형을 이용하여 국내 건설업체들이 조직지식 속성의 내부 요인들이 지식의 획득, 이전. 활용과 경영 성과에 어떠한 영향을 주는지를 실증분석 하였다. 본 연구의 결과 국내 건설업체들의 경우 기업지식의 속성이 지식획득, 이전, 활용에 유의한 영향을 미치며, 지식이전은 경영 성과에 유의한 영향을 미치는 것으로 확인하였다.

온라인 뉴스를 이용한 기업평판 구성요인 탐색 및 지수 개발 연구 : 감성분석과 AHP적용 (Exploration of Constituent Factors for Corporate Reputation and Development of Index Using Online News : Sentiment Analysis and AHP Application)

  • 이병현;최일영;이정재;김재경;강현모
    • 한국IT서비스학회지
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    • 제19권6호
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    • pp.145-159
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    • 2020
  • Because of the recent development of information and communication technology, companies are exposed to various media such as blogs, social media, and YouTube. In particular, exposed news affects the company's reputation. So, while positive news can improve corporate value, negative news can lead to financial losses for the company. In this study, we redefine corporate reputation as social responsibility, vision and leadership, financial performance, products and services through existing literature, and conducted an AHP survey with a total of four components to calculate the weight of each factor. As a result of the calculation, the proportion of financial performance was the highest at 0.41, and products and services, vision and leadership, and social responsibility were the lowest. In addition, in order to measure the reputation of a company, it is classified as a component that defines online news using the LDA technique. In addition, through sentiment analysis, an index for each corporate reputation factor was derived, and the reputation index was calculated by combining it with the AHP analysis result, and Spearman ranking correlation analysis was performed to secure the validity of the research results. Therefore, the significance of this study is that the definition and importance of the constituent factors can contribute to the future planning and development direction of the company, and also contribute to the derivation of the corporate reputation index. This study is significant in that a new analysis methodology that applied AHP analysis results to sentiment analysis was suggested.

Empirical Study of Dynamic Corporate Governance: New Evidence from Chinese-listed SMEs

  • Shao, Lin;Yu, Xiaohong
    • 산경연구논집
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    • 제6권4호
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    • pp.27-37
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    • 2015
  • Purpose - This study first explores the possible dynamic relationship between ownership structure and firm performance using a panel of 4,900 Chinese-listed small- and medium-sized enterprises (SMEs) from 1999 to 2012. Research design, data, and methodology - We address this issue through a dynamic panel model using a method of moments (GMM) technique and dynamic simultaneous equations to alleviate the potential endogenous problem: unobserved heterogeneity, simultaneity, and dynamic endogeneity. Results - Under the framework of dynamic endogeneity, firm performance has a significantly positive influence on ownership, but not vice versa. Ownership and performance can be explained by their owned lagged values, respectively. Moreover, intertemporal endogeneity exists among ownership, investment, and performance through the application of system dynamic equations, which implies that the relationship among ownership structure, investment, and firm performance is dynamic by nature. Conclusions - This study also significantly contributes to a better understanding of dynamic corporate governance by providing further empirical evidence from the largest capital market in the Asian region.

전사적 CRM 전략의 진단 및 평가 방법론 개발 (A Diagnosis and Assessment Methodology for Enterprise CRM Strategy)

  • 김형수;정한근
    • 한국경영과학회지
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    • 제37권3호
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    • pp.23-37
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    • 2012
  • As Customer Relationship Management (CRM) strategy is becoming a core competence more recently, many companies want a reliable CRM assessment system which enables measuring and diagnosing corporate customer strategies for building an optimized CRM strategy. However, there has been short of researches on developing the CRM diagnosis methodology that is directly applicable to real practices. Drawing upon the theoretical framework of CRM scorecard, we developed and suggested a corporate CRM diagnosis methodology that can systematically understand and assess the corporate CRM capability and performance, guiding their future directions. Companies can search the important but weak areas among various CRM strategy subjects through the proposed diagnostic procedures. This framework has a hierarchical structure that has four evaluative domains each of which has several evaluative subjects consisting of many evaluative themes: the score of upper factor is the weighted average of its subordinate factor scores. And the score of each evaluative theme is the weighted average of quantitative and qualitative evaluative indexes. Quantitative indexes are calculated by analyzing customer and sales data and qualitative ones are derived from survey data. Each evaluative index has more than one measure and its score can be derived from its own formula consisting of the measures. To prove the concept, we applied this framework to a real company and concluded that it might be appropriate to understand the corporate CRM strategy situation, find the pain points, and resolve them for better CRM implementation.

정보생산성에 영향을 미치는 기업경영 요인에 관한 연구 (A Study on the Managerial Factors to the Enterprise's Information Productivity)

  • 구일섭;김태성
    • 대한안전경영과학회지
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    • 제7권1호
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    • pp.127-135
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    • 2005
  • In general one can find an enormous number of studies about the productivity of land, labor and capital, very little has been done so far to communicate about the productivity of corporate information creating and information-consuming resources in ways that are useful to business executives. In view of the enormous share of corporate spending on information resources it would be useful in planning, budgeting, as well as in performance evaluation to measure how information resources are used in creating EVA(economic value-added). The effectiveness in deploying information resources has potentially a greater effect on corporate financial performance than any other economic influence. That in because corporate executives have greater discretion in directing what their information management staffs will do than in setting the terms for materials purchases, employee compensation, taxes or interest rates. The expenses for information are mostly in the form of overhead costs. Because expenses for information are mostly overhead costs and not for costs of goods, the prudent decision-maker should have a wide array of discretionary options available for allocating this resource. This study is intended for analysis the factors that having effects on the enterprise information productivity and is to description the factor using a foreign enterprise case study.

New polymeric host material for efficient organic electro phosphorescent devices

  • Jung, Choong-Hwa;Park, Moo-Jin;Eom, Jae-Hoon;Shim, Hong-Ku;Lee, Seong-Taek;Yang, Nam-Choul;Liand, Duan;Suh, Min-Chul;Chin, Byung-Doo;Hwang, Do-Hoon
    • 한국정보디스플레이학회:학술대회논문집
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    • 한국정보디스플레이학회 2009년도 9th International Meeting on Information Display
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    • pp.843-845
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    • 2009
  • A polymeric host for triplet emitters composed of N-alkylcarbazole and tetramethylbenzene units was successfully synthesized. Efficient energy transfer was observed between this polymeric host and green phosphorescent dyes. The device fabricated using 5 wt% green 1 in the polymeric host as the emitting layer showed the best performance. Thin films of this host-guest system, exhibiting clear stripe patterns could be prepared through the LITI process. The patterned films were then used to fabricate electrophosphorescent devices, which show performance characteristics similar to those of spin-coated devices. The new host material is a good candidate to be used in polymer-based full-color electrophosphorescent light-emitting displays.

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금융업 ESG와 기업의 지속 가능한 발전: 관심도 조절 역할 (Financial ESG and Corporate Sustainable Development: the Moderating Effect of Attention)

  • 이동매
    • 디지털정책학회지
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    • 제2권1호
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    • pp.9-19
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    • 2023
  • ESG는 기업 환경, 사회적 책임 및 기업 거버넌스에 더 많은 관심을 기울이는 재무 데이터이다.이 연구는 실증 분석을 통해 ESG와 기업의 지속 가능한 발전 사이의 관계를 탐구한다.이 연구는 2015-2020년 중국 A주 상장 기업의 데이터에 대한 실증 연구를 수행하기 위해 고정 효과 회귀 방법을 사용한다.연구 결과에 따르면 ESG가 잘 수행되면 기업의 지속 가능한 발전을 촉진할 수 있다.동시에 관심이 높을수록 ESG 성능이 우수할수록 기업의 지속 가능한 발전 능력을 촉진할 수 있다.이 연구는 ESG에 대한 관련 연구를 풍부하게 하고 기업의 지속 가능한 발전을 촉진하는 데 일정한 참고 가치가 있다.

Psychological capital to foster employee creativity in nanotechnology companies: the mediating role of JS and CSR

  • Yuchun Li;Meilin Li;Xiangtong Kong;Arefeh Baniasadi;Ahmed Hasan Shaker;H. Elhosiny Ali
    • Advances in nano research
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    • 제15권3호
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    • pp.277-283
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    • 2023
  • This research aims to explore factors influencing creativity among the employees of nanotechnology companies. Further, this survey aimed to investigate the role of psychological capital (PS), job satisfaction (JS) and corporate social responsibility (CSR) as sources to foster creativity. Participants included 375 employees of nanotechnology companies in China. Sequential mediation analysis revealed that creativity was significantly influenced by psychological capital, job satisfaction and corporate social responsibility. Furthermore, not only psychological capital, job satisfaction and corporate social responsibility were directly and indirectly related to creativity but also explained 67.35% variance of it. It seems that having more psychological resources, more well-being and good feelings concerning performance in the workspace and the efforts of companies to improve employee welfare are among the most important factors in increasing employee creativity. Our findings can help companies, especially nontechnology companies, in focusing on factors fostering the creativity of employees, because creativity enhances and promotes the performance and success of companies.