• Title/Summary/Keyword: Corporate Data Analysis

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ICT 중소기업의 성장단계별 인적자원 채용 및 연구개발에 관한 연구 (A Study on the Human Resource Recruitment and R&D by the Growth Stage of ICT SMEs)

  • 정병호;주형근
    • 디지털산업정보학회논문지
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    • 제17권4호
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    • pp.177-195
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    • 2021
  • The purpose of this study is to examine the trouble of recruitment and research and development of ICT SMEs. Recently, many ICT SMEs have emerged for selling products and services using the technology of the 4th industrial revolution. However, SMEs have relatively deficient resources compared to large companies, the difficulty of maintenance or growth of human resources and intangible resources. This research methodology organized the four stages of the analysis process. The first analysis is the association rules for human resource recruitment. The second analysis is the difficulty of hiring jobs and experienced workers by each stage of company growth. The third analysis is a regression analysis of the trouble of R&D activity. The last analysis is an analysis of association rules on the difficulties of management activities by company growth. As the research result, the first analysis has shown a difference in favored human resources by the ICT industry. The second analysis also showed factor differences in job recruitment difficulties for each stage of corporate growth. In the third analysis, the operation of research institutes in ICT SMEs is influenced by industry type, corporate certification, corporate growth stage, self-technology development, joint technology development, technology transfer, and commercialization. As the last analysis, ICT SMEs showed factor differences in difficulties in management activities by stage of corporate growth. This study contributed empirically emphasizing the troubling phenomenon of human resources and R&D necessary for the growth of ICT SMEs. As a theoretical implication, this research contributed to the research-area expansion of management information using big-data technologies. In particular, this research practically suggests the differentiated direction of recruitment and R&D by ICT SMEs based on industry and each stage of company growth through the association rules of big data.

[Retracted]Relationship between Corporate Governance and Risk Disclosure: A Systematic Literature Review Using R-Tools

  • Ag Kaifah Riyard, KIFLEE;Nornajihah Nadia, HASBULLAH;Suddin, LADA;Faerozh, MADLI
    • The Journal of Asian Finance, Economics and Business
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    • 제10권2호
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    • pp.355-365
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    • 2023
  • This study examined the relationship between corporate governance and risk disclosure via a systematic literature review and bibliometric visualization analysis. The study aimed to present evidence of risk disclosure intellectual structure, volume, and development knowledge trends. Data was extracted from Scopus and analyzed with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines and RTools. In turn, 64 articles were extracted from the Scopus database. The results demonstrated that the number of corporate governance and risk disclosure publications increased significantly from 2015 to 2019 compared to before 2015. RTools revealed the most prominent journals, authors, and interests in the field. The co-occurrences map was constructed based on 208 keywords from 64 articles, where the keywords were required to appear once in the research. Interestingly, the keyword search yielded new concepts relatively unexplored in the risk disclosure field. The 13 clusters were generated, which contained 1987 total links and 1567 direct citations. Based on the scientific analysis discussion, corporate governance and risk disclosure is an interesting topic that has produced many publications. Applying research keywords arguably aided in producing and publishing papers in top journals. Despite the number of publications decreasing due to the COVID-19 pandemic, the pandemic also presented new opportunities for future research.

기업근로자가 인식한 조직문화 유형에 따른 양성평등의식의 차이 (Differences in Gender Equality Consciousness between Latent Profiles based on Organizational Culture Types Recognized by Corporate Workers)

  • 김영아;이재은
    • 한국콘텐츠학회논문지
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    • 제21권7호
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    • pp.533-545
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    • 2021
  • 이 연구는 기업근로자가 인식한 조직문화 유형에 따른 양성평등의식의 차이를 규명하는 목적으로 수행되었다. 연구목적을 달성하기 위해 국내 기업 근로자 253명의 응답자료를 활용하여 기술통계, 상관관계 분석, 잠재프로파일 분석을 실시하였다. 분석결과 기업근로자가 인식한 조직문화 유형은 5가지로 구분되었다. 구체적으로 1번 집단은 합리문화가 높고 개발문화가 낮은(고합리-저개발 문화), 2번 집단은 합리문화가 상대적으로 높고 합의문화가 가장 낮은(고합리-저합의 문화), 3번 집단은 전체적으로 비슷한 가운데 합의문화가 높게 나타난(합의 문화), 4번 집단은 개발문화가 가장 높은(고개발 문화), 5번 집단은 위계문화가 가장 높은(고위계 문화)로 명명하였다. 조직문화 유형 인식에 따른 잠재집단별 양성평등의식의 차이를 분석한 결과 양성평등의식에 통계적으로 유의미한 차이가 나타났으며, 구체적으로 고합리-저합의 문화, 고합리-저개발 문화, 고위계문화, 고합의 문화, 고개발 문화 순으로 나타났다. 특히 합리문화에 대한 인식이 다른 문화에 대한 인식보다 더 높게 나타나는 프로파일에서 양성평등의식이 높았다. 이 연구는 조직문화 유형과 양성평등의식의 관계를 밝혔다는 점에서 의의가 있으며, 양성평등의식 향상을 위한 조직차원의 개입관련 시사점을 제안하였다.

국내 IT 기업 대상 9개 광역권 지역의 거래 네트워크 분석: 연결강도 분석 및 노드 중심성 복합지표 개발 (Analysis of Transaction Networks among Korean IT Corporations in Nine Metropolitan Regions: Assessing Connection Strengths and Developing a Node Centrality Composite Indicator)

  • 유건재;이현상;이충권
    • 스마트미디어저널
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    • 제13권2호
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    • pp.108-121
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    • 2024
  • IT 산업에서 기업들 간에 존재하는 네트워크의 복잡성과 변동성이 고도화되면서, 동시에 네트워크의 중요성도 증가하고 있다. 기존 연구에서는 기업 간의 거래 관계를 분석하여 전략 및 정책 수립에 활용하고자 네트워크 분석을 수행했다. 그러나 기존 연구의 경우 대부분 거시적 관점에서 전반적인 네트워크 구조를 분석했다는 점에서 개별 기업의 수준에서 활용하기 어렵다는 한계점을 가지고 있었다. 이에 본 연구는 연결강도 기반 업종 및 지역별 수준 네트워크 분석, 노드 중심성 복합지표 도출이라는 새로운 방식의 연구모형을 개발했다. 본 연구에서 개발한 방법론을 통해서 IT 기업들 간의 거래 데이터를 활용하여 9개 광역권의 네트워크를 분석했다. 연구의 결과는 인천, 부산, 대구 등 제조업 기반의 도시들이 IT 기업들과 긴밀한 협력 네트워크를 구축하고 있다는 사실을 알 수 있었다. 또한, 광주 및 대전의 IT 산업에서는 특정 기업들이 거래 네트워크를 주도하고 있다는 것도 확인하였다.

The Effect of Family Ownership and Corporate Governance on Firm Performance: A Case Study in Indonesia

  • MUNTAHANAH, Siti;KUSUMA, Hadri;HARJITO, D. Agus;ARIFIN, Zaenal
    • The Journal of Asian Finance, Economics and Business
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    • 제8권5호
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    • pp.697-706
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    • 2021
  • This quantitative study aims to examine the effect of family ownership on company performance empirically. Specifically, this study examines the moderating effect of corporate governance on the relationship between family ownership and company performance which has never been explored in the previous studies. This study's main target population was all listed companies in the Indonesian Capital Market Directory (ICMD) for 2008-2018. The study used criteria, namely data completeness, to measure research variables and obtained 2996 data or firm-year observations. The research contingency model to test the proposed hypothesis was the General Moment Method (GMM). The study presents the results of data descriptions shows the average, median, maximum, minimum, and standard deviation values for each variable. The descriptive data shows that family ownership is common in Indonesia: 64% of 244 companies in the sample. The inferential analysis results using a multiple regression model test show that family ownership significantly reduces company performance. However, corporate governance proxied by the board of directors, managerial risk profile, and independent commissioners significantly moderate the relationship between family ownership and company performance. Besides, the managerial risk profile and independent commissioners strengthened while the board of commissioners' presence weakened the effect of family ownership on performance.

정치적인 배경이 기업 실적에 영향을 주는가? 중국의 상장된 부동산 회사들을 중심으로 (Do Political Connections Affect Corporate Performance? Evidence from Listed Real Estate Companies in China)

  • 정지양;왕어원;왕윤동
    • 한국콘텐츠학회논문지
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    • 제20권11호
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    • pp.131-144
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    • 2020
  • 많은 나라에 정치적 연결이 널리 퍼져 있으며 현재 경제연구에서 화두가 되고 있다. 중국에서는 기업들이 여러 가지 방법으로 정치적 연결을 활발히 형성하고 있다. 본 논문은 연구모델과 이론분석을 바탕으로 2010~2014년 중국 A주 상장부동산의 재무자료와 기업지배구조 자료를 활용해 정치연계 및 기업성과의 연구 모델을 제시하고 구성한다. 논문은 주로 CEO의 정치 연관성을 분석한다. 이 연구는 분석 결과에 대해 일변량 회귀 분석과 다변량 분석을 사용하여 강건성 테스트를 수행한다. 실증적 연구 분석은 세 부분으로 구성되어 있다. 첫째, 중국 상장 부동산 기업의 경우 CEO 정치 연계는 기업 실적과 상당히 부정적인 상관관계를 가지고 있다. 이는 CEO가 정치적 연줄이 있는 부동산 기업이 다른 기업보다 낮은 성과를 얻는다는 것을 의미한다. 둘째, CEO의 개인적 특성에서 연령, 성별, 교육수준은 기업의 성과와 긍정적인 관계를 가지며, 추가적인 이후 상황은 기업의 성과와 부정적으로 관련되어 있다는 것을 의미한다. 마지막으로 기업 특성은 기업의 성과와 부정적인 관계를 가지며, 최고 관리자 수는 기업의 성과와 긍정적으로 관련되어 있다. 이 연구는 중국 부동산 산업의 정치적 연관성에 대한 연구를 수행했으며, 기업의 발전에 유익한 참고 자료를 제공할 수 있다.

패션기업의 최고경영자 특성과 마케팅 활동이 경영성과에 미치는 효과 (An Effect of CEO Characteristics and Marketing Activities on Management Performance of Fashion Corporate)

  • 류은정;안미강
    • 아태비즈니스연구
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    • 제11권4호
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    • pp.103-119
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    • 2020
  • Purpose - This study aimed to clarify the effects of CEO characteristics and marketing activities on management performance of fashion corporate by using financial statement. Design/methodology/approach - This study collected a sample of total 170 companies that can obtain the corresponding data among fashion manufacturing companies listed on KOSPI. The data of the financial statements reported from 2011 to 2018 were analyzed. Correlation analysis and multiple regression analysis were conducted. Findings - First, the more the number of CEO and the younger the CEO, the more employee welfare and training expenditures of internal marketing. The age of the CEO had a negative effect on all external marketing activities. The CEO number had a negative effect on sales promotion and advertising expenditures, but a positive effect on entertainment expenditure of external marketing. Second, as a effect of marketing activities on management performance, the welfare and training expenditures of internal marketing and entertainment expenditure of external marketing had a positive effect but sales promotion expenditure of external marketing had a negative effect on management performance. Research implications or Originality - Marketing activities that consider the differentiated factors of fashion corporate are necessary. Also, the objective accounting information can provide practical information for fashion industry.

기업의 가족친화제도가 근로자의 자녀출산에 미치는 영향 (The Effects of Family-Friendly Corporate Policies on Employees' Childbirths)

  • 유계숙
    • 가정과삶의질연구
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    • 제28권2호
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    • pp.89-96
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    • 2010
  • This study examines how frequently employers offer family-friendly corporate programs and how frequently employees use the programs. This study also seeks to discover whether the implementation and utilization of family-friendly corporate programs results in an increase in employees' childbirths. Data were collected from 377 married full-time employees working in private sector companies located in Seoul and GyeongGi-Do. Frequency analyses of the employees' responses showed moderate rates of implementation of family-friendly corporate programs and much lower rates of employees' utilization. The hierarchical regression analysis revealed that the implementation of family-friendly corporate programs significantly predicted employees' childbirths. However, this was ineffective, having no significant influence on employees' childbirths, when their utilization of the programs was entered into the model. Higher rates of utilization of family-friendly corporate programs predicted more childbirths after employment. This study suggests that the implementation of family-friendly corporate programs per se is not a complete solution to get employees to have more babies. Rather, what matters is the usability of those programs. Finally, the implications of the study results are discussed.

IPA기법을 활용한 기업의 사회공헌활동 비교 평가: 서비스업 및 제조업을 중심으로 (Comparative Assessment of Corporate Philanthropy by the IPA Method: Service and Manufacturing Industries)

  • 고정용;박현숙
    • 유통과학연구
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    • 제13권4호
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    • pp.89-98
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    • 2015
  • Purpose - In today's globalized and modern business environment, corporate social responsibility (CSR) activities are considered to be essential for the sustainable development of enterprises. In addition, the corporate philanthropy that is related to CSR practices, as well as their being capable of reducing the anti-corporate sentiment of people have facilitated a qualitative forward leap into the quantitative growth phase. This study aims to undertake a comparative evaluation of corporate philanthropy through the Importance-Performance Analysis (IPA) method focusing on service and manufacturing industries, and to eventually determine a differentiated approach that is needed for corporate philanthropy. Research design, data, and methodology - The survey responses were collected through online research on specialized companies from consumers nationwide who were aged from 20 to 60 and who are aware of corporate philanthropy. A total of 408 sheets of questionnaire survey were used. Frequency analysis was undertaken in this study. The interviewees had demographic characteristics of gender: 206 males (50.5%) and 202 females (49.5%). They also had demographic characteristics of age: 82 people were over 20 (20.1%), 96 over 30 (23.5%), 105 over 40 (25.7%), and 125 over 50 (30.7%) years of age. The distribution of interviewees' residences is as follows: 154 persons (37.7%) in the Special City, 102 persons (25.0%) in the Metropolitan City, and 152 persons (37.3%) in the Provincial Region. The interviewees have been working for the following companies: 34 persons (8.3%) in LG Display, 80 (19.6%) in KT&G, 49 (12.0%) in Amore Pacific, 42 (10.3%) in KIA Motors, 47 (11.5%) in SBS, 52 (12.8%) in Shinhan Bank, 86 (21.1%) in Asiana Airlines, and 18 (4.4%) in Hyundai Department Store. We applied the paired t-test for the IPA analysis. PASW Statistics 18 was used for statistical analysis. Results - The results of IPA analysis indicated that the importance and performance degrees in both manufacturing and service industries were significantly different. Major empirical results showed that, in consumer, social, economic, philanthropic, and environmental dimensions, in the sub-factors of philanthropy activities in both manufacturing and service industries, the importance degree was found to be higher than performance degree. Further, the average difference between importance degree and performance degree by the sub-factors of philanthropy activities. On the other hand, the average difference of environmental dimension was found to be highest in both service and manufacturing industries. Thus, while consumers consider the philanthropy activities of the environmental dimension as most important, actual companies treat performance of philanthropy activities of the environmental dimension insufficiently or negligibly to some degree. Conclusions - The differentiated approach method that is required for corporate philanthropy may be proposed to uplift corporate accomplishments by analyzing the IPA of the attributes of the sub-factors of corporate philanthropy. This is, to an extent, insufficient in the existing studies related to the use of the IPA technique, and it shows the items that are to be conducted intensively.

기업의 사회적 책임경영 구현을 위한 중점 추진요소 (Prioritizing Core Subjects in ISO 26000 for Achieving Corporate Social Responsibility)

  • 김윤태;류문찬
    • 품질경영학회지
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    • 제40권3호
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    • pp.415-425
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    • 2012
  • Purpose: ISO 26000 is a newly emerging international standard for corporate social responsibility. This paper aims to derive core subjects of primary concern when introducing and practicing corporate social responsibility. Methods: Perceived performance and importance levels on core subjects in ISO 26000 are investigated, and a survey is conducted from members of organizations having published CSR reports. Frequency analysis, analysis of variance, cross tabulation and IP analysis are used to analyze surveyed data. Results: Items to be improved with high emphasis among 7 core subjects in ISO 26000 are organizational governance for public and private service sectors, fair operating practices for industrial goods manufacturing sectors, and organizational governance and environment for consumer goods manufacturing sectors. Human rights and labor practice are perceived as having high performances in comparison with importance. Conclusion: Organizations should find ways to build social responsibility into their governance systems and procedures with high priority.