• Title/Summary/Keyword: 기업재무성과

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A Development of Hotel Bankruptcy Prediction Model on Artificial Neural Network (인공신경망 기반 호텔 부도예측모형 개발)

  • Choi, Sung-Ju;Lee, Sang-Won
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.10
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    • pp.125-133
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    • 2014
  • This paper develops a bankruptcy prediction model on an Artificial Neural Network for hotel management. A bankruptcy prediction model has a specific feature to predict a bankruptcy of the whole hotel business after evaluate bankruptcy possibility on the basis of business performance data of each branch. here are many traditional statistical models for bankruptcy prediction such as Multivariate Discriminant Analysis or Logit Analysis. However, we chose Artificial Neural Network because the method has accuracy rates of prediction better than those of other methods. We first selected 100 good enterprises and 100 bankrupt enterprises as experimental data and set up a bankruptcy prediction model by use of a tool for Artificial Neural Network, NeuroShell. The model and its experiments, which demonstrated high efficiency, can certainly provide great help in decision making in the field of hotel management and in deciding on the bankruptcy or financial solidity of each branch of serviced residence hotel.

Financial Performance Analysis of Government-Supporting Consulting Business to Small and Medium Enterprises : Focused on Corporate Growth Supporting Center in KICOX (정부지원 중소기업 컨설팅 사업의 재무적 성과분석 : 기업성장지원센터 사업 기준)

  • Jung, Hai-Il;Choi, Jeong-Hye;Lee, Sang-Ryul
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.40 no.4
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    • pp.38-45
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    • 2017
  • As the competitiveness of SMEs (small and medium enterprises) is getting more and more improved and globalized, the government provides various consulting services to secure the competitiveness of small and medium firms and support stable growth. However, the assessment of the result from the government's support is generally focused on non-financial factors, such as customer satisfaction and analysis of improvement effect. This paper is in regards to the statistical analysis of how much the government's support in the form of providing consulting services contributes to financial outcomes in terms of profitability and growth. ROA (return on asset) and ROS (return on sales), which are investment profitability and sales profitability respectively, are chosen as an indicator of profitability. For analysis of growth, sales revenue and total asset growth are used. The samples are 44 corporations which are supported by government, and 150 corporations which are selected for comparison, with corporate growth support center program by the Ministry of Trade, Industry, and Energy chosen as the consulting model. After gathering the yearly balance sheets and income statements of the samples from CRETOP, Korea Enterprise Data, the analysis is conducted in the way of identifying the statistical significance of financial difference in the same period between corporates taking consulting services and corporates which have not, and the difference of financial outcomes from the corporates taking consulting services before and after consulting services. As a result, in terms of business growth, it is turned out to have positive difference both in growth ratio and profitability compared to the compared corporations at the significant level. Therefore, it is obvious that the consulting program which government provides to SMEs have direct influence practically to the corporates' management performance.

An analysis of the influence of business start-up related personal characteristics variables and psychological factors on the satisfaction of business start-up (창업관련 개인적 특성변수와 심리적 요인들이 창업만족도에 미치는 영향력 분석)

  • Kim, Young-Bu
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.2
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    • pp.180-189
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    • 2019
  • The purpose of this study is to analyze the factors that affect the entrepreneurial satisfaction of entrepreneurs, based on the characteristics of entrepreneurial firms. For this purpose, we tried to derive the psychological factors besides the personal characteristics of the entrepreneurs as the factors affecting the entrepreneurial satisfaction, which is the result of much research. Psychological factors were empirically analyzed by satisfaction with job and work environment through entrepreneurship, satisfaction with economic employment stability and income factors, and individual development potential, autonomy, and social reputation. The results of this study are as follows: First, the sample consists of entrepreneurs who have been engaged in entrepreneurship activity in Busan for 3 years. Through technical statistical analysis, correlation analysis and multiple regression analysis, The hypotheses about entrepreneurship satisfaction were verified and meaningful results and implications could be derived. Based on this, it can be extended to include research on firm capacity variables such as financial indicators and technological power that were not reflected in this study in the future.

A Study on the Effect of External Networking of SMEs on Production Facility Management, New Product Development Strategy and Financial Performance; Focused on the Partnerships SMEs in the Chungcheong Province of S&T Government Funded Research Institutes (중소기업의 외부 네트워킹이 생산설비 관리, 신제품개발 전략 및 재무성과에 미치는 영향; 과학기술분야 출연(연) 충청권 파트너쉽 기업을 중심으로)

  • Ha Young-Im
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.19 no.2
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    • pp.103-120
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    • 2023
  • This study is to confirm whether SMEs can manage production facilities well and receive help in establishing new product development strategies if they actively engage in external networks. And under this influence, it is to check whether sales growth and financial performance improve. After reviewing the literature and theory, an empirical analysis using the questionnaire method was conducted to verify the research model. To verify statistical significance, programs 'SPSS 20.0' and 'Smart PLS 2.0' were used. The results of the study are summarized as follows. First, the higher the level of technical cooperation external networking of SMEs, the higher the level of management of their production facilities and new product development strategy was confirmed. Second, it was confirmed that the higher the level of production facility management and new product development strategy of SMEs, the higher their financial performance. Third, among the external networking levels of SMEs, the factor that has the greatest influence on management level of production facilities was identified as degree of participation in human network activities to secure technology. And the factor that had the greatest influence on level of new product development strategy was identified as participation in joint research and commissioned research.

Influence of the Business Portfolio Diversification on Construction Companies' Financial Stability (건설업체 사업 포트폴리오 다각화에 따른 건설업체 안정성 분석)

  • Jang, Sewoong
    • Korean Journal of Construction Engineering and Management
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    • v.15 no.6
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    • pp.105-112
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    • 2014
  • The objective of this study is to examine the relationship between the degree of business diversification of a construction company and two of the indicators that represent financial stability, namely, a current ratio and a debt ratio, in order to draw policy implications. The current ratio and the debt ratio were used as variables that represent financial stability of a construction company. Berry-Herfindahl Index was used to measure the degree of business portfolio diversification of a construction company. For the analysis, quarterly time series data were retrieved from the financial information disclosure system of Korea's Financial Supervisory Service for the period between the first quarter of 2001 and the third quarter of 2013. The analysis results showed that a higher current ratio and a debt ratio led to a greater extent of business diversification. A higher level of business diversification led to a higher current ratio and a lower debt ratio. It was also shown that the impact of business diversification on the current ratio and the debt ratio outweighed the impact of changes in the current ratio and the debt ratio on business diversification. Meanwhile, an increase in the level of business diversification showed a quite positive effect as it raised the current ratio and lowered the debt ratio of a construction company. These findings suggest that diversification of business portfolio is essential for construction companies to strengthen their financial stability.

An Exploratory Study on Inhibiting Factors and Enabling Factors of the Integration of Business Planning and Information Systems Planning (사업계획(Business Planning)과 정보시스템계획(Information Systems Planning) 통합의 저해요인 및 성공요인에 관한 탐색적 연구: 한국의 보험산업을 중심으로)

  • Kym, Hyo-Gun;Kim, Soo-Hyun;Kim, Min-Sun
    • Information Systems Review
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    • v.6 no.1
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    • pp.103-121
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    • 2004
  • It is necessary to assess and reap the benefits of integrating BP(Business Planning) and ISP(Information Systems Planning) in creating competitive advantage and ensuring superior financial performance. Securing and maintaining of integration between BP and ISP is frequently cited as a critical concern of IS managers. In general, however, BP and ISP are not integrated, and organization's strategy isn't supported effectively. Therefore, this paper identifies the current stage of BP-ISP integration of Korean insurance industry based on the survey and then reveals inhibiting factors and enabling factors for BP-ISP integration through the interview with IS managers of type 3 and type 4 companies. The results of this paper suggest factors to accomplish BP-ISP integration successfully for companies which are considering BP-ISP integration.

Effects of Job Satisfaction on the Characteristics of Organization and Information Systems - Moderating Effects of Vision Sharing - (조직특성과 정보시스템특성이 직무만족에 미치는 영향 -비전공유의 조절효과 분석-)

  • Park, Kwang-O;Lee, Eun-Roung;Jung, Dae-Hyun
    • Management & Information Systems Review
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    • v.37 no.3
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    • pp.115-130
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    • 2018
  • The purpose of this study is to clarify the relationship between organizational characteristics and information systems characteristics or job satisfaction, attempts to examine the regulatory effects brought about by the adjustment of social capital theory. So far, The results of this study are based on the analysis of individual models from the perspectives of each functional organization such as HR, organization, finance, operation, and MIS. Therefore, this paper attempted a comprehensive analysis of factors affecting job satisfaction and firm performance by presenting an integrated research model of organizational perspectives in addition to the approach of MIS perspective. The characteristics of information system were promptness, CEO support, and compensation. And the organizational characteristics were multiple regression analysis using innovation, trust, and preferential factors. The analysis data is based on sixth data from the HCCP of Korea Productivity Center. According to the analysis results, all the variables had a significant influence on satisfaction, especially CEO support and trust. The analysis of the moderating effect between innovation and job satisfaction was moderated by vision sharing. Only the logistic regression analysis of the satisfaction with the average salary of the members among the demographic variables was statistically significant. Therefore, this study can be concluded that the overall satisfaction level will be improved by recognizing appropriate compensation as sufficient compensation.

The Effects of Technological Progress on Growth, Employment and Distribution (성장 ${\cdot}$ 고용 ${\cdot}$ 분배에 대한 기술진보의 파급효과)

  • Im, Yang-Taek
    • Proceedings of the Technology Innovation Conference
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    • 2005.02a
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    • pp.220-267
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    • 2005
  • 본 연구의 분석목표는 순요소증가형 CES 생산함수를 실증적으로 추정함으로써 한국 제조업부문의 기술변화의 유형을 규명하고 성장 ${\cdot}$ 고용 ${\cdot}$ 분배에 대한 기술진보의 파급효과를 분석하는 것이다. 이 분석결과를 토대로 하여, 본 연구는 성장 ${\cdot}$ 고용 ${\cdot}$ 분배를 동시적으로 추구할 수 있는 정책방향을 기술경제 패러다임의 시각에서 제시하였다. 본 연구의 실증적 분석결과는 다음과 같이 요약할 수 있다 : 한국 제조업부문의 기술변화의 유형은 Hicks형 비(非)중립적인 자본사용적(B(t)>0) 즉 노동절약적 기술진보인 것으로 추정되었다. 이 결과, 잠재적 고용수준은 감소될 수밖에 없었다. 또한, Hicks형 중립적 기술진보를 나타내는 총요소생산성 증가율(${\gamma}$)은 감소하였던 반면에, 비(非)중립적 기술진보를 나타내는 요소간 대체탄력도(${\sigma}$)와 자본집약도(${\delta}$)는 증가하였다. 이에 따라 노동(L)이 자본(K)으로 광범위하게 대체되었을 뿐만 아니라, 자본투입(K)이 노동투입(L)보다 상대적으로 더 빠르게 증가 (K/K > L/L 즉 k/k > 0)되었다. 이 결과, 소득분배구조가 악화 (S/S< 0)된 것으로 추정되었다. 그러므로, 오늘날 경제성장의 한계 봉착, 대량실업의 폭발, 계층간 갈등의 심화를 초래한 요인은, 성장 ${\cdot}$ 고용 ${\cdot}$ 분배를 동시적으로 추구하는 산업 ${\cdot}$ 기술경제정책을 일관성있게, 또한 과감히 추진하지 않았던 결과, 노동사용적 중소기업의 몰락, 노동의 생산효율성 증진을 위한 인적자본 투자의 미흡, 자본의 생산효율성 증진을 위한 자본절약적 기술진보의 저조, 총요소 생산성 증가의 부진, 만성적인 인플레이션에 의한 실질 임금수준의 하락 및 실물 자산가치의 상승 등이라고 말할 수 있다. 따라서 성장 ${\cdot}$ 고용 ${\cdot}$ 분배의 조화는 바로 노동효율 증가형 기순혁신이며, 이를 위한 인적자본에의 투자라고 말할 수 있다. 본 연구가 기술경제 패러다임(techno-economic paradigm)의 시각에서 제시하는 한국경제의 성장 ${\cdot}$ 고용 ${\cdot}$ 분배를 위한 정책방향은 다음과 같은 동태적발전과정으로 요약할 수 있다 : 기초과학연구능력 확충 ${\rightarrow}$ 소화 ${\cdot}$ 흡수 ${\cdot}$ 개량 ${\rightarrow}$ 토착화 능력의 배양 ${\rightarrow}$ 자체기술개발, 선진기술 도입, 산업간 및 산업내 기술확산, 국제기술협력 ${\rightarrow}$ 기술혁신의 촉진 ${\rightarrow}$ 총요소생산성과 기업경쟁력(자원 및 역량, 프로세스 경쟁력, 품질경쟁력, 시장경쟁력, 고객성과, 시장성과, 재무성과)의 제고 ${\rightarrow}$ 가격경쟁력(임금, 금리, 물류비용, 환율 등)과 비(非)가격경쟁력(디자인, 에프터서비스, 품질, 운송 등)의 제고 ${\rightarrow}$ 국가경쟁력의 제고 ${\rightarrow}$ 국제수지 흑자 ${\rightarrow}$ 성장 ${\rightarrow}$ 물가 및 고용 안정 ${\rightarrow}$ 분배 ${\rightarrow}$ 최대다수의 최대행복이다.

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Impact of Entrepreneurial Morality on Financial Performance and Social Performance through Entrepreneurship and Social Responsibility (기업가의 도덕성이 기업가정신 및 사회적 책임을 통한 재무적 성과와 사회적 성과에 미치는 영향)

  • Kim, Yeon Jong;Park, Sang Hyeok;Oh, Seung Hee
    • The Journal of Information Systems
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    • v.29 no.1
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    • pp.137-158
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    • 2020
  • Purpose This study aims to analyze how entrepreneurs' morality affects entrepreneurship and social responsibility. The purpose of this study is to analyze the differences of entrepreneurship and social responsibility on corporate financial performance and social performance by measuring entrepreneurial morality index. Design/methodology/approach The research model is based on the existing literature related to morality, entrepreneurship, social responsibility, and corporate performance. In order to verify the research model, empirical analysis was conducted. The collected data were analyzed by Smart-pls 2.0 based on the structural equation model based measurement model verification and the structural model verification two - step approach. Using the bootstrapping method of PLS, 500 samples were constructed and hypothesis verification was performed. Findings The results of this study are as follows. In the case of general manufacturing companies, business people are more focused on improving corporate performance than morality, and have a somewhat consistent effect with entrepreneurial spirit that does not have a space of morality. When entrepreneurship is strengthened, financial performance and social performance. Business entrepreneurs in social enterprises are more aware of social responsibility than entrepreneurship, so they achieve both financial performance and social performance at the same time. As a result of this study, it was found that there is a difference in perception depending on the morality of the business people, entrepreneurship, social bookkeeping, and management performance according to the type of company.

Policy Change and Innovation of Textile Industry in Daegu·Kyungbuk Region (대구·경북지역 섬유산업의 정책변화와 혁신과제)

  • Shin, Jin-Kyo;Kim, Yo-Han
    • Management & Information Systems Review
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    • v.31 no.3
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    • pp.223-248
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    • 2012
  • This study analyses support policy and structural change of textile industry in Daegu Kyungbuk region, and suggests major issues for textile industry's innovation. In Daegu Kyungbuk, it was 1999 that a policy, so called Milano Project, in order to promote a textile industry was devised. In 2004, the Regional Industrial Promotion Plan was devised. The plan was born from a view point of establishing a regional innovation system and of promoting the innovative clusters under a knowledge based economy. After then, the Regional Industry Promotion Project or Regional Strategic Industry Promotion Project became a core of regional textile industrial policy. Research results indicated that the first stage Milano project (1999-2003) showed both positive and negative effects. There were no long-term development plan, clear vision and strategy. But, core industrial infrastructure for differentiated product development, such as New product Development Support Center and Dyeing Design Practical Application Center, was constructed. The second stage Daegu Textile Industry Promotion Plan (2004-2008) displayed a significant technological performance and new product sales with the assistance of Kyungbuk province. Also, textile industry revealed positive fruits such as financial structure, productivity, and profitability as a result of strong restructuring. In industrial structure, there was a important change from clothe textile material to industry textile material. Most of textile companies did not showed high capability in CEO's technology innovation intention, entrepreneurship, R&D and human resource competency in compare with other industry. We suggested that Daegu Kyungbuk has to select and concentrate on the high-tech textile material and living textile for sustainable development and competitiveness. We also proposed a confidence and cooperation based innovation network and company oriented innovation cluster.

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