• Title/Summary/Keyword: Learning company

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Learning Orientation Factors Affecting Company Innovation and Innovation Capability: Textile versus Non-textile Manufacturers

  • Yoh, Eun-Ah
    • International Journal of Human Ecology
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    • v.10 no.1
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    • pp.1-11
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    • 2009
  • The effect of learning orientation on company innovation and innovation capability are explored based on survey data collected from 154 small and medium-sized manufacturing firms. The theoretical links between learning orientation and company innovation as well as innovation capability are investigated in four research models that compare textile and non-textile manufacturing firms. Learning orientation has a significant effect on company innovation and innovation capability in the model test. However, some of the three segmented factors (commitment to learning, shared vision, and open-mindedness) of learning orientation had no significant effect on company innovation and innovation capability. Company innovation and innovation capability of textile manufacturing firms are predicted by the commitment to learning and shared vision, whereas those of non-textile firms were determined by shared vision and open-mindedness. Differences show that firms may need to put weight on some distinctive aspects of learning orientation according to the business categories in order to enhance company innovation.

Parameterization of the Company's Business Model for Machine Learning-Based Marketing Stress Testing

  • Menkova, Krystyna;Zozulov, Oleksandr
    • International Journal of Computer Science & Network Security
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    • v.22 no.2
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    • pp.318-326
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    • 2022
  • Marketing stress testing is a new method of identifying the company's strengths and weaknesses in a turbulent environment. Technically, this is a complex procedure, so it involves artificial intelligence and machine learning. The main problem is currently the development of methodological approaches to the development of the company's digital model, which will provide a framework for machine learning. The aim of the study was to identify and develop an author's approach to the parameterization of the company's business processes for machine learning-based marketing stress testing. This aim provided the company's activities to be considered as a set of elements (business processes, products) and factors that affect them (marketing environment). The article proposes an author's approach to the parameterization of the company's business processes for machine learning-based marketing stress testing. The proposed approach includes four main elements that are subject to parameterization: elements of the company's internal environment, factors of the marketing environment, the company' core competency and factors impacting the company. Matrices for evaluating the results of the work of expert groups to determine the degree of influence of the marketing environment factors were developed. It is proposed to distinguish between mega-level, macro-level, meso-level and micro-level factors depending on the degree of impact on the company. The methodological limitation of the study is that it involves the modelling method as the only one possible at this stage of the study. The implementation limitation is that the proposed approach can only be used if the company plans to use machine learning for marketing stress testing.

Impacts of Corporate Network Building and Strategic Learning for Environmental Management on Business Performance

  • Kim, Youngshim;Jung, Hyung-Shik
    • Journal of Multimedia Information System
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    • v.8 no.4
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    • pp.267-276
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    • 2021
  • This study discovered the effects of strategic learning and network building on a company's environmental management performance. According to the results, the environmental awareness of the company and competition threats within the industry did not significantly affect the establishment of environmental strategy, whereas the consumer's sensitivity to the environment and the environmental regulation of the government did. The environmental awareness of the company and the consumer's sensitivity to the environment were found to greatly impact a company's network building. which is closely related with the utilization of multimedia system and technology. In addition, it was found that the establishment of corporate environmental strategy had a significant effect on network building and strategic learning, but network building did not significantly affect strategic learning, indicating a difference. Finally, corporate strategic learning affected environmental management performance, suggesting an importance in accumulating strategic learning capabilities to increase environmental management performance.

The Study on the Successful Operation for the Company's e-Learning (기업 이러닝의 성공적 실천 방안에 관한 연구 : K사를 중심으로)

  • Yoon, Young-Han;Park, Hak-Bum;Kwon, Sun-Dong
    • Journal of Information Technology Applications and Management
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    • v.14 no.1
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    • pp.145-160
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    • 2007
  • The knowledge based economy requires more and more people to learn new knowledge and skills in a timely and effective manner. These needs and new technology such as computer and Internet are fueling a transition in e-learning. We did the case study of K company, which is leading the business to business e-learning in Korea. We investigated prior studies about e-learning and deduced the major variables composed of learner, tutor, infrastructure, contents, and practice. And then we suggested the successful way of doing the operation for the company's e-learning. We hope that this research will help the companies that have introduced or consider the adoption of e-learning.

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Design of the Learning Organization through the Neuro-cybernetics: A Theoretical Suggestion (신경사이버네틱스를 통한 학습조직의 설계: 이론적 제시)

  • Lee, Hong
    • Knowledge Management Research
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    • v.1 no.1
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    • pp.65-80
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    • 2000
  • The main purpose of this study is to answer a question that how a company can be a learning organization producing useful knowledge by applying neuro-cybernetics approach. This approach borrows its working principles from the human body systems. The current study urges that the principles can be applied to build a learning organization. System 1 to 5, the core parts of neuro-cybernetics, are explained. And it is explored that how these systems can be designed for a company to be a learning organization. Limitations of the current study are discussed at the end of the paper.

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The Mediating Effects of Subordinates' Self-Directed Learning Ability on the Relationship between IT Company Manager's Authentic Leadership and Subordinates' Work Engagement (IT 기업 관리자의 진성 리더십이 구성원의 직무 열의에 미치는 영향: 구성원 자기주도학습 능력의 매개효과)

  • Lee, Hyung Woo;Kim, Man Soo;Kim, Jung Won
    • Journal of Digital Convergence
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    • v.19 no.8
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    • pp.185-193
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    • 2021
  • In order to increase corporate competitiveness in the fourth industrial revolution environment, it is most important to secure and nurture talented people with digital capabilities. In particular, because the knowledge and skills required in the IT sector are newly created or added, enhancing expertise through upskilling and reskilling of IT company members is essential. Thus, this study proposed theoretical discussions and practical implications for strengthening the competitiveness of IT company in terms of human resource development by analyzing the mediating effects of subordinates' self-directed learning ability in the relationship between managers' authentic leadership and subordinates' work engagement. The results of this study were as follows: First, authentic leadership of IT company manager had positive effect on subordinates' work engagement. Second, self-directed learning ability of subordinates' had partial mediating effect on the relationship between IT company manager's authentic leadership and subordinates' work engagement.

Employee Performance Distributions: Analysis of Motivation, Organizational Learning, Compensation and Organizational Commitment

  • Astri Ayu PURWATI;William WILLIAM;Muhammad Luthfi HAMZAH;Rosyidi HAMZAH
    • Journal of Distribution Science
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    • v.21 no.4
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    • pp.57-67
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    • 2023
  • Purpose: This study aims to measuring the employee performance distributions of company in using relationship analysis between motivation, organization learning, compensation, and Organizational commitment. Research design and methodology: The study was conducted on 102 employees as a sample. Data were analyzed using Path Analysis in Structural Equation Modeling (SEM) with PLS. Results: the research result has shown that motivation and compensation have a positive significant effect on organizational commitment. While organizational learning has negative and insignificant effect on organizational commitment. Furthermore, motivation, organizational learning and motivation have no significant effect on employee performance distribution and organizational commitment has a positive significant effect on employee performance distribution. Results for mediating effect has obtained where organizational commitment mediates the effect of motivation and compensation on employee performance distribution, but cannot mediate the effect of organizational learning on employee performance distribution. Conclusion: Organizational commitment in this study can make employees feel comfortable and attached to the company so that employees can perform well to achieve company goals. Motivation and compensation are driving factors in improving employee performance distribution and will achieved if employees have good organizational commitment. In this study, organizational learning is not an important factor in improving employee performance distribution.

The Effects of Market Orientation and Learning Orientation on Business Performance in the Textile Firms: Focusing on Moderating Effect of Company Innovativeness (섬유업체의 시장지향성과 학습지향성이 사업성과에 미치는 영향: 기업 혁신성에 따른 조절효과를 중심으로)

  • Yoh, Eun-Ah;Park, Kwang-Hee;Kim, Mun-Young
    • Fashion & Textile Research Journal
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    • v.10 no.1
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    • pp.40-49
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    • 2008
  • The purposes of this study were to investigate the effects of market orientation and learning orientation of textile firms on business performance and to confirm the moderating effect of company innovativeness on these relationships. Data collected from 167 textile firms through survey were analyzed by descriptive statistics, t-tests, and multiple causal modeling using AMOS 6.0. In results, the higher innovativeness, the stronger effect of market orientation on business performance. Also, the lower innovativeness, the stronger effect of learning orientation on business performance. Study results may suggest the needs of different focus of organization culture according to company characteristics in order to improve business performance.

A Study on the influence of Productivity improvement of middle and small sized company's learning organization on productivity (중소기업 학습조직 활성화가 생산성에 미치는 영향에 관한 연구)

  • Jo, Yu-Jin;Kang, Kyung-Sik
    • Journal of the Korea Safety Management & Science
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    • v.19 no.4
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    • pp.283-290
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    • 2017
  • In knowledge information society entering global unlimited competition era, our middle and small sized companies are the base of national and enterprise competitiveness and core base of national economy as an origin of jobs. The competitiveness of middle and small sized companies is so important to decide the level of the competitiveness of the whole industries, but the gap from big sized company is much low in comparison with advanced countries from angles of important factors of enterprise growth, productivity and technological competitiveness, so, it's urgent to improve the competitiveness through productivity enhancement. The purpose of this research is to do a positive study on effects of learning organization management outcomes of middle and small sized company on enterprise productivity among various types of outcome brought for strengthening of enterprise competitiveness. It confirmed learning organization has functions and usefulness as a management tool bringing positive effects on enterprise productivity through the Productivity improvement.

Development of Evaluation Model for Learning Company Participating Work-Study Parallel Program using AHP (AHP를 활용한 일학습병행 학습기업 평가모형 개발)

  • Dong-Wook Kim;Hwan Young Choi
    • Journal of Practical Engineering Education
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    • v.15 no.3
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    • pp.671-679
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    • 2023
  • This study aims to establish an evaluation model by quantifying the evaluation index as a follow-up study to the development of evaluation index for work-study parallel learning companies. An evaluation model was established by verifying the 2nd level components based on the quantitative factors of the learning company, the qualitative factors, the competency factors of the person in charge, and the competency factors of the learning workers, which are the highest-level components derived from previous study. For the evaluation of a learning company, an AHP survey was conducted with experts in charge of the company consulting to derive important factors that determine the quality of on-site education and training, and the evaluation model of the learning company was completed and grouped by calculating the weight between evaluation items proceeded. Work-study parallel program was promoted as a key policy to resolve the mismatch between industrial sites and school education and realize a competency-centered society, and as of December 2022, 16,664 companies participated in the training. Learning companies play a very important role as education and training supply organizations that conduct field training. It is expected that the support and consulting plan for each level of learning companies according to the evaluation model presented in this study will be used as basic data to improve the quality of work-study parallel program.