• 제목/요약/키워드: Financial Engineering

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Influence of Financial Literacy and Educational Skills on Entrepreneurial Intent: Empirical Evidence from Young Entrepreneurs of Pakistan

  • BILAL, Muhammad Ahmed;KHAN, Hadi Hassan;IRFAN, Muhammad;Ul HAQ, S.M. Nabeel;ALI, Manzoor;KAKAR, Ali;AHMED, Wahab;RAUF, Abdul
    • The Journal of Asian Finance, Economics and Business
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    • 제8권1호
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    • pp.697-710
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    • 2021
  • This paper attempts to study the impact of Financial Literacy on Youth Entrepreneurial Intent in Pakistan. A closed-ended self-administered structured questionnaire covering financial literacy, computer knowledge, financial attitude, and financial knowledge with Entrepreneurial Intent was collected from young entrepreneurs. The research tried to investigate the education level with computer skill to inspect the effect of financial literateness on young generation Entrepreneurial Intent in the context of Pakistan. The research model was tested using PLS-SEM and authenticating a measurement model through the advanced methodology and their association with Entrepreneurial Intent. Results revealed that financial literacy and its two parts (financial attitude and financial knowledge) have a positive impact on Entrepreneurial Intent. The size of the joint impact of financial literacy and its components on Entrepreneurial Intent was assessed to be adequate. Entrepreneurial Intent is essential for creating new firms to maintain economic development. Furthermore, it is determined in this research that if youth has better financial knowledge and financial attitude, the probability of Entrepreneurial Intent increases. This suggests that if the youth in Pakistan desire to attain a higher limit of Entrepreneurial Intent, they must implement financial literacy models for enhancing and promoting their current Entrepreneurial Intent.

PREDICTING CORPORATE FINANCIAL CRISIS USING SOM-BASED NEUROFUZZY MODEL

  • Jieh-Haur Chen;Shang-I Lin;Jacob Chen;Pei-Fen Huang
    • 국제학술발표논문집
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    • The 4th International Conference on Construction Engineering and Project Management Organized by the University of New South Wales
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    • pp.382-388
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    • 2011
  • Being aware of the risk in advance necessitates intricate processes but is feasible. Although previous studies have demonstrated high accuracy, their performance still leaves room for improvement. A self-organizing feature map (SOM) based neurofuzzy model is developed in this study to provide another alternative for forecasting corporate financial distress. The model is designed to yield high prediction accuracy, as well as reference rules for evaluating corporate financial status. As a database, the study collects all financial reports from listed construction companies during the latest decade, resulting in over 1000 effective samples. The proportion of "failed" and "non-failed" companies is approximately 1:2. Each financial report is comprised of 25 ratios which are set as the input variable s. The proposed model integrates the concepts of pattern classification, fuzzy modeling and SOM-based optimization to predict corporate financial distress. The results exhibit a high accuracy rate at 85.1%. This model outperforms previous tools. A total of 97 rules are extracted from the proposed model which can be also used as reference for construction practitioners. Users may easily identify their corporate financial status by using these rules.

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국내 금융공학교육 현황과 향후 발전방향 (Financial Engineering Education in Korea)

  • 유시용;김삼용
    • 응용통계연구
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    • 제21권5호
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    • pp.765-774
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    • 2008
  • 국내 자본시장이 개방되면서 국제 자본시장으로의 편입이 가속화되고 있다. 이러한 가운데 '자본시장 및 금융 투자업에 관한 법률'(통합법)의 시행으로 국내 금융시장의 환경은 급속하게 변화될 것으로 예상된다. 국내 금융시장이 자본시장 개방확대와 함께 급속하게 변화하게 됨에 따라 금융공학 교육수요가 크게 증가할 것으로 예상된다. 현재 국내의 금융공학 교육과정은 아직 초기단계라고 할 수 있다. 금융공학은 수학, 통계학, 재무학, 공학 등 다양한 학문이 만나서 학제적인 연구가 이루어져야 하는 분야이기 때문에 학제적 연계가 부족하면 진정한 금융공학교육으로서 성립될 수 없는 특성을 가지고 있다. 또한 금융공학 교육은 산학협동으로 이루어져야 진정한 교육의 역할을 감당할 수 있다. 선진국의 경우 학제간 협동, 산학협동과 같은 다양한 경로를 통해서 다양한 측면의 금융공학교육을 실시하고 있는 반면, 한국의 금융공학 교육은 아직 초기 단계라고 할 수 있다. 국내 금융산업의 변화와 함께 금융공학수요가 증가하고 있는 현실에서, 학제간 협동과 산학협동을 통한 금융공학 교육의 공급이 이루어져야 할 것이다.

A Survey of the Application of Blockchain in Multiple Fields of Financial Services

  • Wang, Yiran;Kim, Dae-Kyoo;Jeong, Dongwon
    • Journal of Information Processing Systems
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    • 제16권4호
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    • pp.935-958
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    • 2020
  • The core value of finance is credit. It can be said that without credit, there can be no finance. The distributed structure of the blockchain and the low-cost trust-building mechanism based on mathematical algorithms provide a new solution and path for solving and optimizing related problems in the financial field. The blockchain technology is applied in the development of the financial industry through consensus mechanisms, smart contracts, and distributed networks. In this research, a comprehensive survey of the blockchain technology is proposed in the development of financial services including equity crowdfunding and credit investigations in inclusive finance, cross-border remittance, Internet financial payment, P2P lending, supply chains finance, and the application of blockchain in the field of anti-money laundering. This paper discusses the role of blockchain in solutions to different issues in the financial field. It also discusses the architectures in different financial service application scenarios from the perspective of the financial trust mechanism and the perspective of the technology and rule change of blockchain participation in financial innovation. Finally, the problems and challenges of blockchain in financial services are discussed, and corresponding solutions are proposed.

KS-SQI를 이용한 고객만족도와 기업재무성과간의 관계에 연구 (A Study on Relationship between Customer Satisfaction Measure and Financial Performance)

  • 송상민;조재립
    • 한국품질경영학회:학술대회논문집
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    • 한국품질경영학회 2009년도 추계학술대회
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    • pp.109-114
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    • 2009
  • Recently, there has been growing interest in the financial and economic effectiveness of service quality and customer satisfaction. It means that the final goal of customer satisfaction is the maximization with firms' financial performance, enterprise could survive through the creation of continuous financial performance. Companies are working in various ways to identify the direct relationship of service quality and customer satisfaction with financial and economic effectiveness in order to justify and validate customer satisfaction management. In this study, the influence of customer satisfaction on the financial performance is examined. Also, we have analyzed customer satisfaction by comparing financial outcome of each industry Customer satisfaction index, the key non-financial performance measure has significant association with firms' financial performance index. Moreover, high customer satisfaction has a competitive advantage, so it can be the key success factor of firm's financial performance improvement.

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Critical financial variation of ratios between healthy and workout construction firms

  • Im, Haekyung;Choi, Jaehyun
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.354-356
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    • 2015
  • As domestic recession has had an adverse impact on many Korean companies in Korea, financial soundness has become a critical issues. It is essential to identify financial risk factors to prevent workout as well as to improve the financial condition of domestic construction companies. Therefore, this study derived important management indicators and the financial ratios that belong to each indicator through a comparative analysis between healthy companies and workout companies with financial statement. As a consequence, key financial ratios are derived into 3 of 25 ratios; Equity Ratio in stability indicator, Total Asset Turnover Ratio in activity indicator, and Labor Equipment Ratio in productivity indicator. So, Korean construction firms are required close monitoring these critical financial ratios indicating variation between construction companies which have opposing statuses in finance in order to keep sound financial condition and increase productivity.

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전자금융사기의 사회공학적 진화: FGI를 통한 실제 피해자 분석 (Social Engineering Evaluation of Electronic Financial Fraud: Analysis of Actual Victims through FGI)

  • 박종필;류재관
    • 디지털융복합연구
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    • 제16권7호
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    • pp.9-17
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    • 2018
  • 최근 전자금융사기에 대한 관심이 증가되고 있다. 특히, 전자금융사기는 사회공학적 양상으로 진화하고 있다. 이러한 높은 관심에도 불구하고 전자금융사기를 방지하기 위한 적절한 가이드라인은 거의 없는 실정이다. 더군다나, 실제피해자들을 대상으로 관련 연구가 거의 이루어지지 않고 있다. 본 연구의 목적은 실제 피해자들을 대상으로 왜 전자금융사기가 발생하는지에 대한 근원적 접근을 시도하고자 한다. 보다 실제적인 현실세계를 반영하기 위해, 본 연구에서는 피해자들을 대상으로 초점면접기법(FGI)을 활용해 분석하였다. 분석결과, 전자금융사기를 당하는 데에는 일정한 피해패턴이 있음을 발견할 수 있었다. 또한 왜 전자금융사기가 발생하는지에 대한 근본적인 물음에 대한 해답은 행동경제학에 바탕으로 둔 인간의 낙관적 편향이라는 심리적 인지오류로 인해 피해가 발생함을 확인할 수 있었다. 이 연구의 수행을 통해 위기관리 관점으로 향후 전자금융사기를 방지하기 위한 의미 있는 가이드라인과 방향성을 제공하며, 궁극적으로는 정부 및 산업계의 효과적 정책을 개발하기 위한 중요한 기초자료로서 활용되기를 기대한다.

금융 물류 BPR에 대한 연구 - 농협물류를 중심으로 - (A Study on the BPR of Financial Logistics - Focusing on the NongHyup Logistics -)

  • 윤의식;신유균;이종성;유춘회;강경식
    • 대한안전경영과학회지
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    • 제10권1호
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    • pp.117-128
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    • 2008
  • The purpose of this paper is to cultivate field of new distribution and it will set three detail aims and such aims will be propelled. First, investigates a present condition of domestic financial distribution, second, presents standard model of financial distribution, and third, confirms suitability of standard model on financial distribution for instance analysis. incidental purpose is to offer improvement method about corresponding instance through deduction of problem and estimate of analysis instance. The purpose of this paper is also to induce more strategic financial industry through research of related system such as LIS, CVO and TMS or through research of prior innovation contents by application to NONGHYUP for realization of financial distribution model.

금융업에서의 서비스품질에 관한 연구 (A Study on Service Quality in Financial Industry)

  • 정영배;김연수
    • 산업경영시스템학회지
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    • 제32권4호
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    • pp.235-240
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    • 2009
  • This study examines the competitive strategy of service quality in financial industry. Service quality has been suggested as the approach for service organizations to be service and customer oriented. Recently, the issue of internal service quality has been one of topics widely discussed in financial industry. The purpose of the current study is to examine the internal service quality which is believed to increase such organizational performances as customer satisfaction, retention and revenue. Internal service quality index is used to measure service quality in service industry. In this paper, the methodology for measuring the degree of service quality which has been adopted in service quality research area was used. This paper proposes internal service quality index in financial industry. In this paper, we show the application method of internal service quality index.

The Impact of Mergers on the Financial Performance of Jordanian Public Shareholding Companies

  • AYOUSH, Maha;RABAYAH, Hesham;JIBREEL, Thaer
    • The Journal of Asian Finance, Economics and Business
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    • 제7권10호
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    • pp.751-759
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    • 2020
  • This study examines the impact of mergers on the financial performance of the Jordanian public shareholding companies. The study employs data collected for a sample of 10 Jordanian non-financial public firms that were engaged in legal horizontal merger deals between 2000 and 2013. The data was collected from the published annual financial reports of the merging companies and comparative companies for three years before the merger and three years after the merger. Event study methodology was applied to examine the data. Four measures of financial performance (FP) were used, which are return on assets (ROA), return on equity (ROE), earnings per share (EPS), and net profit margin (NPM). Two methods were used in the analysis - the change model and the intercept model using financial performance raw data and industry-adjusted data. The findings in general showed no significant impact of mergers on the financial performance of merging firms using the change model. However, by using the intercept model, significant impact of mergers on the financial performance was found on the sample of the study. The significant impact was found for mergers on the raw ROE of the merging firms, and on the ROA and NPM of the industry-adjusted firms.