• The Journal of Asian Finance, Economics and Business
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• 제9권5호
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• pp.111-118
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• 2022

The purpose of this research is to evaluate the quality of non-financial information disclosure by companies listed on the Vietnamese stock exchange. In 2019, 140 annual reports from 140 companies listed on the Vietnam Stock Exchange were included in the research sample. The remaining 134 reports were eligible study after removing those that lacked essential data. Using the statistical software SPSS version 25 and Excel office software, the study has selected the data processing method and the disproportionate disclosure index method to evaluate the quality of non-financial information disclosure of companies. The findings of the study demonstrate that companies listed on the Vietnam stock exchange are particularly interested in giving non-financial information to financial statement consumers as required by law, although the level of disclosure is still inadequate. The findings also illustrate the varying levels of non-financial information disclosure by category of information, as well as substantial disparities between them (general information about the company, environmental and social information, corporate governance information, etc.). The findings of the study show that the majority of Vietnam's publicly traded enterprises are less interested in reporting environmental information.

• 지능정보연구
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• 제29권3호
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• pp.361-381
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• 2023

기업 부도 예측에 관한 연구는 재무정보를 중심으로 연구되어 왔다. 기업의 재무정보는 분기별로 갱신되기 때문에 실시간으로 기업의 폐업 가능성을 예측하는 데 있어 적시성이 부족하게 되는 문제가 발생한다. 이를 개선하고자 하는 평가 기업에서는 대상 기업의 건전성을 판단하기 위한 재무정보 외의 정보를 활용한 기업의 건전성을 판단하는 방법이 필요하다. 이를 위해 정보 기술의 발달로 기업에 대한 비재무정보 수집이 용이해지면서 기업 부도 예측에 재무정보 외의 추가적인 변수와 여러 가지 방법론을 적용하는 연구가 진행되어 왔으며, 이 중에서도 어떤 변수들이 기업의 부도를 예측하는데 영향을 주는지를 밝히는 것이 중요한 연구 과제가 되었다. 본 연구에서는 전자결제서비스를 이용하는 사업자의 폐업을 예측할 때 비재무정보를 구성하는 전자결제 정보들이 얼마나 영향을 미치는지를 살펴보았으며, 재무정보와 비재무정보 결합에 따른 폐업 예측 정확도 차이를 살펴보았다. 구체적으로, 재무정보 모형과 비재무정보 모형, 그리고 이를 결합한 모형으로 구성된 세 가지 연구 모형을 설계하였으며 Multi Layer Perceptron(MLP) 알고리즘을 포함한 여섯 가지 알고리즘으로 폐업 예측 정확도를 확인하였다. 재무정보와 비재무정보를 결합한 모형이 가장 높은 예측 정확도를 보였으며, 그 다음으로는 비재무정보 모형, 재무정보 모형의 순서로 예측 정확도가 확인되었다. 알고리즘별 폐업 예측 정확도는 여섯 가지의 알고리즘 중 XGBoost가 가장 높은 예측 정확도를 보였다. 사업자의 폐업 예측에 활용된 전체 87개의 변수를 대상으로 상대적 중요도를 살펴본 결과 폐업 예측에 중요하게 영향을 미친 변수는 상위 20개 중 70% 이상이 비재무정보인 것으로 확인되었다. 이를 통해 비재무정보의 전자결제 정보가 사업자의 폐업을 예측하는 중요한 변수임을 확인하였으며, 비재무 정보가 재무정보의 대안적 정보로서 활용할 수 있는 가능성 역시 살펴볼 수 있었다. 본 연구를 기반으로 사업자의 폐업을 예측할 수 있는 정보로서 비재무정보의 수집과 활용에 대한 중요성을 인식하고 기업의 의사결정에 활용할 수 있는 방안에 대해서도 다루었다.

• 경영과학
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• 제20권2호
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• pp.165-177
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• 2003

This paper presents the prototype of corporate credit rating system using analytic hierarchy process (AHP). Prior studios have proposed various models of credit rating system, but most studies considered only financial information. Financial information, however, is only a small part of corporate information. In this study, the proposed credit rating system integrates both financial and non-financial information. Fifteen corporations are tested for the usefulness of the proposed system.

• 한국컴퓨터정보학회논문지
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• 제20권12호
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• pp.107-113
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• 2015

This study analyzed the effect of the factors of introducing information technology(organizational and environmental characteristics) on non-financial performance. As detailed variables of each characteristic, the technical support/task force, users' IT capability, and education/training were used for the organizational characteristics while the degree of competition, external pressure, and uncertainty of environment were used for the environmental characteristics. In the results of the analysis, such factors like technical support/task force, users' IT capability, and education/training of the organizational characteristics had significant influence on non-financial performance. Also, factors such as degree of competition, external pressure, and uncertainty of environment of the environmental characteristics had significant influence on non-financial performance.

• 대한안전경영과학회지
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• 제14권3호
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• pp.193-205
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• 2012

Since manufacturing and supplying corporations today come to view their practice of SCM as important, it becomes essential to analyze and control the structural relationship between the information sharing among corporations and the performances resulting from their practice of SCM. It is thus the purpose of this paper to examine the factors that may prompt corporations to implement SCM by means of analyses into the relationship between information sharing and practice of SCM which corporations should lay stress on as well as the relationship between financial and non-financial performances of corporations. The findings of the study can be summed up as follows: First, as for the relationship between information sharing among and practice of SCM by corporations, information sharing among corporations turned out to affect such factors of implementing their SCM as trust, commitment mutual dependence. Consequently, corporations are requested to endeavor to implement SCM itself faithfully if they really aim to achieve their performances by practice of SCM and, at the same time, to make efforts to obtain understanding and support for information sharing among themselves. Second, from the analysis of the relationship between SCM and financial as well as non-financial performances of corporations, it was found that trust, a factor of SCM practice, had influence upon non-financial performances of corporations, but not upon their financial performances, while commitment and mutual dependence affected both financial and non-financial achievements of corporations. Therefore, it was made clear from the analysis that the decision and systematic control of SCM activities which best suit to a corporation play an important role in improving its financial and non-financial performances, because they greatly depend on the implementing extent of SCM factors such as trust, commitment and mutual dependence among corporations.

• 한국컴퓨터정보학회논문지
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• 제14권4호
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• pp.141-152
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• 2009

본 연구에서는 전사적 자원관리 시스템에서 제공되는 기능 중에서 기업회계 및 재무 부문의 전략적인 정보 제공의사결정을 지원하는 회계정보 시스템의 도입에 관련한 영향 요인과 경영 성과에 관하여 연구하였으며, 실증 분석 결과는 다음과 같다. 첫째, 조직구조 특성 요인 중 조직의 분권화 정도와 정보기술 특성요인 중 정보기술 기반구조는 재무 적/비 재무적 성과에 영향을 미치지 않았다. 둘째, 회계정보 특성은 부분적으로 재무적 성과에 영향을 미치지 않았으며, 셋째, 조직의 규모는 부분적으로 재무적 성과에 조절적인 역할을 하지 않는 것으로 나타났다. 넷째, 본 연구에서 사용한 일부 연구 변수들은 재무적 성과에는 중요한 영향요인으로 분석되지 않았으나, 비 재무적 성과에는 대부분 영향을 미치고 있어 향후 회계정보 시스템의 도입 시 전략적으로 고려해 볼 수 있는 도입 요인임을 알 수 있었다.

• 대한안전경영과학회지
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• 제10권2호
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• pp.71-83
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• 2008

Most researches on the corporate credit rating are generally classified into the area of bankruptcy prediction and bond rating. The studies on bankruptcy prediction have focused on improving the performance in binary classification problem, since the criterion variable is categorical, bankrupt or non-bankrupt. The other studies on bond rating have predicted the credit ratings, which was already evaluated by bond rating experts. The financial institute, however, should perform effective loan evaluation and risk management by employing the corporate credit rating model, which is able to determine the credit of corporations. Therefore, in this study we present a medium sized corporate credit rating system by using Artificial Neural Network(ANN) and Analytical Hierarchy Process(AHP). Also, we developed AHP model for credit rating using non-financial information. For the purpose of completed credit rating model, we integrated the ANN and AHP model using both financial information and non-financial information. Finally, the credit ratings of each firm are assigned by the proposed method.

• 경영과정보연구
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• 제6권
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• pp.163-186
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• 2001

A venture business plays important roles in the economy of a developing nation. It makes highly value-added product, increases employment and improves the industry structure. The objective of this study is to derive the financial and non-financial characteristics from venture businesses, which determine a highly successful business group or a less successful business group. The firm characteristics are composed of 21 financial(liquidity, leverage, cash flow, activity, productivity, and etc) and 34 non-financial characteristics(manager, technology, marketability and credibility variables), which have been considered as the key characteristics for venture business by the existing literature. All financial ratios and non-financial characters play a role of making discriminations between a highly successful and a less successful group. Because there are not generally accepted definitions, classifying a highly successful and a less successful venture business is a very difficult problem. Operational definitions have many problems but we have no choice in current stage.

• 디지털산업정보학회논문지
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• 제8권4호
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• pp.245-261
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• 2012

This study thus set out to empirically analyze connections between the success factors of marketing and management performance in the silver industry. For that purpose, the investigator analyzed relations between independent variables, which include such success factors of marketing as market segmentation, product mix, customer relational management, brand asset, price strategy, and marketing information system, and dependent ones, which include financial and non-financial management performance. Those results partially support the hypothesis that the six success factors of marketing set in the study have effects on financial and non-financial management performance in the silver industry. Customer relational management had the biggest influence, being followed by brand asset and price strategy in the order. Those results indicate that companies need to consider customer relational management, brand asset, and price strategy before other success factors of marketing to achieve financial and non-financial management performance in the silver industry.

• 한국정보시스템학회지:정보시스템연구
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• 제33권1호
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• pp.115-131
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• 2024

Purpose This study aims to analyse the impact of the development of fintech and the emergence of internet primary banks due to the increasing use of smartphones on the performance of traditional local banks from both financial and non-financial perspectives. Return on equity (ROE) and return on assets (ROA) are used to assess the performance differences between the two types of banks and how these differences are affected by their financial characteristics. Design/methodology/approach Using return on equity (ROE) and return on assets (ROA) as indicators, we identified the differences in operating performance between the two types of banks. In addition, this study analysed the impact of financial characteristics on profitability through regression analysis with various control variables. We further studied the impact of non-financial characteristics (customer reviews, social media reactions, etc.) on operating performance. Findings The net interest margin ratio of local banks had a positive impact, while the marketable securities ratio of Internet primary banks had a negative impact. The non-financial analysis shows that the number of customer reviews and social media reactions have a significant impact on the performance of Internet primary banks, suggesting that customer satisfaction and positive market perception are important factors in the performance of Internet primary banks.