• Title/Summary/Keyword: Financial Knowledge

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Logistic Capability and Total Quality Management Practice on SME's Performance

  • MARJAN, Yakuttinah;HASANAH, Uswatun;MULIATIE, Yurilla Endah;USMAN, Indrianawati
    • Journal of Distribution Science
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    • v.20 no.7
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    • pp.97-105
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    • 2022
  • Purpose: This study aims to analyze and prove the effect of logistic capability and Total Quality Management practices on Micro, Small and Medium Enterprises (SME) performance directly or mediated by non-financial performance. Research design, data and methodology: This study tested the hypothesis using Hierarchical multiple regression analysis, the method of data collection in this study was using questionnaire, the sampling technique was purposive sampling technique, with SME that has been established for more than 5 years and manufacturing. The data analyzed were 180 respondents using SPSS 25. Results: The findings showed that logistic capability has direct and indirect effects on SME financial performance and has a positive effect on SME financial performance mediated by non-financial performance. While the total quality management practices have a positive effect on SME financial performance mediated by non-financial performance. Thus, companies can achieve maximum financial performance if they invest in developing employee knowledge and concerning on non-financial actions, such as employee satisfaction, innovation and proactively seeking market opportunities. Conclusions: In conclusion, one of the main factors that companies need to consider to improve financial performance is non-financial performance in mediating the effect of logistic capability and TQM practices on the financial performance of SMEs.

An Exploratory Study on the Classification of Nano-tech Companies from the Dynamic Capabilities Perspective (동태적 역량을 기반으로 한 나노기술 기업의 유형 분류 및 분석 모델 개발)

  • Lee, Jong-Woo;Kim, Byung-Keun
    • Journal of Technology Innovation
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    • v.21 no.2
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    • pp.285-317
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    • 2013
  • This paper delineates dynamic capabilities, which can be measured by internal capability and external knowledge, and also, in the shape of dynamic capabilities, bases on that corporate actions are expatiated by fitness and rent of evolutionary perspective. To achieve the goal of this study, classifying types of Nano-technology enterprise and suggesting analytical pattern based on dynamic capabilities, this thesis substantially analyzes how to categorize a type of enterprise and gauge a result through a survey of 359 domestic companies producing goods concerned with Nano-technology. This paper analyzes whether or not the internal capability and external knowledge affect the outcome of a certain enterprise. Moreover, in according to the results of practical analysis, it deducts 2 new variables by applying principal component analysis on four previous variables showing the internal capability and external knowledge. By classifying four types of enterprises with criterion of these two factors based on a relative extent and comparing each typical financial result, this paper suggests that the companies with relatively higher level of the internal capability and external knowledge surpass the lower ones at the financial outcome. Not only this, but also the technology-level analysis shows the same result, the higher capability and knowledge the higher performance. However, the analysis based on the difference of the four types of financial outcomes reveals that technological and evolutionary fitness can determine financial achievement.

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A study on a Financial Education Program for the Elderly (노인 재무교육프로그램의 개발과 실시)

  • Sohn, Joo-Young
    • Journal of Family Resource Management and Policy Review
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    • v.10 no.4
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    • pp.125-143
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    • 2006
  • The purpose of this study is to develop and test the effectiveness of a financial education program that make the elderly recognize financial problems and find available strategy to improve their financial situation. Based on the literature review and economic structure of the elderly, a financial education program was developed with three parts: 'My elderly lift'; 'Doubling my income'; and 'Safe investment strategy.' 42 elderly people in Senior academy participate in three-session program and 39 people completed pre and post-test and satisfaction survey. In order to examine the effectiveness of the program paired t-test was used. According to evaluation results, the program was found to have a positive effect on enhancing knowledge in elderly lift and financial management, but not on changing attitude. Most of participants show high level of satisfaction with the program.

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A Study on the Influencing Factors of Female Consumer Competency by Marital Status (결혼여부에 따른 여성소비자역량의 영향요인)

  • Lee, Min-Hee;Hong, Eun-Sil
    • Journal of Families and Better Life
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    • v.32 no.1
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    • pp.43-61
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    • 2014
  • The purpose of this study is to examine the consumer competency of women in their 20-40s after consumer competency is classified into consumer knowledge, consumer attitude and consumer skill. Since these components can show differences based on the areas of consumption life, the areas of consumer competency are classified into financial management areas, trading areas and consumer citizenship areas. The differences in consumer competency based on marital status and the differences in variables affecting consumer competency by marital status are identified. The types of consumers are classified and characterized based on consumer competency and marital status. This sentence can immediately follow the previous one rather than start a new paragraph. The same goes for the other sentences below. First, the female consumer competency levels of the married group were generally higher than those of the single group. Second, consumer knowledge and consumer competency in financial management areas showed significant interaction effects between the marital status and employment status of demographic variables. Third, there were differences in factors affecting significant differences in consumer knowledge, consumer attitude, consumer skill and over all consumer competencies between the unmarried and married groups.

The Effect of Intellectual Capital and Financial Services Knowledge on Financial Inclusion

  • ILAHIYAH, Mar'a Elthaf;SOEWARNO, Noorlailie;JAYA, I Made Laut Mertha
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.1
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    • pp.247-255
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    • 2021
  • The study aims to determine the influence of intellectual capital and education on public financial services in increasing financial inclusion. This study applied a survey technique by selecting respondents according to the purposive sampling method. The number of respondents in this study was 500 people and came from various regions in Indonesia. Data analysis was performed using Structural Equation Modeling (SEM) techniques. The results indicate that intellectual capital has a positive effect on financial inclusion. Conversely, education about public financial services has no influence in increasing financial inclusion. The results of this study indicate that the success of financial inclusion programs in Indonesia is caused more by the role of public intellectual capital. Studies show that the public does not have the courage to be involved in banking institutions because the image of this institution tends to be inflexible in its operations. The results of this study are expected to make a real contribution, especially for the government and banks, that in order to achieve the success of the financial inclusion program in Indonesia; the related parties should educate the public directly to citizens who have not been reached by banking services continuously and with a more down to earth approach.

Bankruptcy Prediction with Explainable Artificial Intelligence for Early-Stage Business Models

  • Tuguldur Enkhtuya;Dae-Ki Kang
    • International Journal of Internet, Broadcasting and Communication
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    • v.15 no.3
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    • pp.58-65
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    • 2023
  • Bankruptcy is a significant risk for start-up companies, but with the help of cutting-edge artificial intelligence technology, we can now predict bankruptcy with detailed explanations. In this paper, we implemented the Category Boosting algorithm following data cleaning and editing using OpenRefine. We further explained our model using the Shapash library, incorporating domain knowledge. By leveraging the 5C's credit domain knowledge, financial analysts in banks or investors can utilize the detailed results provided by our model to enhance their decision-making processes, even without extensive knowledge about AI. This empowers investors to identify potential bankruptcy risks in their business models, enabling them to make necessary improvements or reconsider their ventures before proceeding. As a result, our model serves as a "glass-box" model, allowing end-users to understand which specific financial indicators contribute to the prediction of bankruptcy. This transparency enhances trust and provides valuable insights for decision-makers in mitigating bankruptcy risks.

Multi Strategy Management System Financial Investment Case Study: Focused on E Securities Company Prop Trading (Multi Strategy 운용 체계 금융 투자 사례연구: E증권사 Prop Trading을 중심으로)

  • Lee, Joo Han;Park, Tae Hyun;Oh, Kyung Joo
    • Knowledge Management Research
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    • v.22 no.1
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    • pp.21-37
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    • 2021
  • The purpose of this study is to explore financial investment knowledge related to multi-strategy, which is not generally shared. Through case studies, we will share it with the domestic hedge fund market. Since the era of full-fledged private equity hedge funds in Korea opens, many funds are created; however, reality is that there is a lack of diversity in strategies. Initially, it started with a simple stock long/short strategy, and various strategies such as mezzanine and alternative investments are in use but funds using multi-strategy are limited. This study aims to present an empirical application plan for hedge fund management strategies using a case study. It will specifically focus on process of achieving Absolute Return using the Multi Strategy technique actively used in securities firms' Prop Trading. With the results of this study, we intend to contribute to those fund managers and desired researchers who are utilizing multiple strategies in the hedge fund management to pursue Absolute Return and to help them strengthening their financial knowledge and competitiveness.

Data-Mining in Business Performance Database Using Explanation-Based Genetic Algorithms (설명기반 유전자알고리즘을 활용한 경영성과 데이터베이스이 데이터마이닝)

  • 조성훈;정민용
    • Korean Management Science Review
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    • v.18 no.1
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    • pp.135-145
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    • 2001
  • In recent environment of dynamic management, there is growing recognition that information and knowledge management systems are essential for efficient/effective decision making by CEO. To cope with this situation, we suggest the Data-Miming scheme as a key component of integrated information and knowledge management system. The proposed system measures business performance by considering both VA(Value-Added), which represents stakeholder’s point of view and EVA (Economic Value-Added), which represents shareholder’s point of view. To mine the new information & Knowledge discovery, we applied the improved genetic algorithms that consider predictability, understandability (lucidity) and reasonability factors simultaneously, we use a linear combination model for GAs learning structure. Although this model’s predictability will be more decreased than non-linear model, this model can increase the knowledge’s understandability that is meaning of induced values. Moreover, we introduce a random variable scheme based on normal distribution for initial chromosomes in GAs, so we can expect to increase the knowledge’s reasonability that is degree of expert’s acceptability. the random variable scheme based on normal distribution uses statistical correlation/determination coefficient that is calculated with training data. To demonstrate the performance of the system, we conducted a case study using financial data of Korean automobile industry over 16 years from 1981 to 1996, which is taken from database of KISFAS (Korea Investors Services Financial Analysis System).

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The Evaluation Model for Knowledge Assets on Medical Devices Industry (의료기기산업의 지식자산 평가모형)

  • Kim, Mahn-Sool;Lee, Jong-Moo
    • Journal of the Korea Safety Management & Science
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    • v.13 no.2
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    • pp.251-258
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    • 2011
  • The existing evaluation systems based on financial performance summarize the information about past results and focus on short-term performance, and so they have the limits to explain the future value of firms and to make a long-term strategic performance. By this reason, as a way to increase the future value, the development of the integrated performance evaluation system with which we may manages financial performance and knowledge assets together has been required recently. This study puts together various researches for the evaluation of knowledge assets, and analyzes the existing studies for the domestic medical devices industry and the tendency of introduction for business practice. Under this analysis, this study develops the knowledge asset evaluation indexes for medical devices industry by using the Balanced Score Card (BSC) of Kaplan & Norton(1992), and then presents the evaluation model by applying the Analytic Hierarchy Process (AHP) of Saaty(1980) to get the weight for each index. With the final evaluation model, we can calculate the evaluation score combined with both the quantitative indexes and the qualitative indexes at once.

The Effects of Finance and Knowledge on Entrepreneurship Development: An Empirical Study from Bangladesh

  • MEHTA, Ahmed Muneeb;QAMRUZZAMAN, Md.;SERFRAZ, Ayesha
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.2
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    • pp.409-418
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    • 2022
  • Over the past decades, Bangladesh has fought poverty via labor-intensive industry and inclusive financing. The techniques assist underprivileged women in achieving self-sufficiency and encourage them to pursue independent endeavors. However, the majority of female entrepreneurs focused on four key company types: parlor, boutique, clothes, and fashion, all of which have limited access to financing. It was feared that their shortage of finance was hindering the growth of their company. The study's goal is to assess the effects of financial availability and knowledge on women's entrepreneurship development in Bangladesh via the lens of transformational leadership practices. A sample of 580 SMEs was considered for data collection with a structured questionnaire: a five-point Likert scale for getting responses from SMEs. The model coefficients with structural equation modeling revealed that financial accessibility plays a positive and statistically significant role in women's entrepreneurship development. Moreover, knowledge level established positive interlinkage with women's entrepreneurship development. Transformational leadership, which plays a mediating role in leadership practices, has been linked to the development of women's entrepreneurship indirectly and positively. As a result, support for knowledge creation and external financing must evolve and be made available to ensure women's sustainable development through entrepreneurial activities.