• Title/Summary/Keyword: perceived productivity

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A Study on The Effect of Perceived Value and Innovation Resistance Factors on Adoption Intention of Artificial Intelligence Platform: Focused on Drug Discovery Fields (인공지능(AI) 플랫폼의 지각된 가치 및 혁신저항 요인이 수용의도에 미치는 영향: 신약 연구 분야를 중심으로)

  • Kim, Yeongdae;Kim, Ji-Young;Jeong, Wonkyung;Shin, Yongtae
    • KIPS Transactions on Computer and Communication Systems
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    • v.10 no.12
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    • pp.329-342
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    • 2021
  • The pharmaceutical industry is experiencing a productivity crisis with a low probability of success despite a long period of time and enormous cost. As a strategy to solve the productivity crisis, the use cases of Artificial Intelligence(AI) and Bigdata are increasing worldwide and tangible results are coming out. However, domestic pharmaceutical companies are taking a wait-and-see attitude to adopt AI platform for drug research. This study proposed a research model that combines the Value-based Adoption Model and the Innovation Resistance Model to empirically study the effect of value perception and resistance factors on adopting AI Platform. As a result of empirical verification, usefulness, knowledge richness, complexity, and algorithmic opacity were found to have a significant effect on perceived values. And, usefulness, knowledge richness, algorithmic opacity, trialability, technology support infrastructure were found to have a significant effect on the innovation resistance.

The Effect of the Privatization and Competitiveness on Perceived Mobile Telecommunication Service Quality (민영화, 경쟁도입 및 경쟁심화가 지각된 이동통신 서비스품질에 미치는 영향에 관한 탐색적 연구)

  • Park, Ki-Nam
    • Asia pacific journal of information systems
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    • v.13 no.2
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    • pp.47-66
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    • 2003
  • Economists have advocated that the privatization and market competitiveness improve the firm's productivity and eventually its service quality. However, the previous researches did not provide the empirical results enough to prove that the privatization and competitiveness do improve the service quality. In this paper, we conducted an empirical research to find whether the privatization and competition induces the quality of service. The mobile telecommunication industry was chosen since it went through bringing the privatization and increasing the competition along with a high attention. We found that the privatization and competition itself does not guarantee the quality of mobile telecommunication service. It is the intensity of competition that improves the mobile telecommunication service quality. The service quality depends mainly on the competitor's competence, i.e. the intensity of competition rather than the competition itself. In sum, when we want to improve the service quality as well as the productivity, we had better increase the intensity of competition by allowing many new strong entries.

A Case Study on the Application of PSDM for Development of Product Information Systems (생산정보시스템 개발 방법론(PSDM)의 적용 사례연구)

  • Joo, Seok-Jeong;Hong, Soon-Goo;Park, Soon-Hyoung
    • Journal of Information Technology Services
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    • v.10 no.2
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    • pp.61-74
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    • 2011
  • SMEs(Small and Medium-sized Enterprises) have implemented the various IT-based Production Information Systems(PIS) to cope with the highly competitive environment as well as to improve their competitiveness and productivity. For the efficient development of PIS In SMEs, standardizing the system development process is required. Methodology for the development of PIS is especially important for the systematic and efficient implementation to communicate among the SI companies, SMEs, and a supervision agency. TIPA(Korea Technology and Information Promotion Agency for SMEs) has developed PSDM(Production System Development Methodology), and supplies it to the SI companies. The research goal of this paper is to explore the productivity improvement by adopting the PSDM with the cases of SI companies applied PSDM. The results show that such benefits as risk management, productivity improvement, easy system implementation and maintenance are perceived by PSDM Users. This research could be the first case study reveal the effectiveness of PSDM. For further research, the survey could be carried out with more samples.

Perceived Subjective Features of Software Components: Consumer Behavior in a Software Component Market

  • Lee, Jang-Hyuk;Hong, Se-Joon;Sawng, Yeong-Wha;Kim, Ju-Seong
    • ETRI Journal
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    • v.31 no.3
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    • pp.304-314
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    • 2009
  • Component-based software reuse has been generally regarded as a promising approach to improving software productivity and quality within software development. However, progress in component-based software reuse has been slower than expected. Much of the software reuse literature points to the lack of software components that can maximize users' benefits as the most important source of the slow progress. Considering that the underlying processes behind component-based software reuse are strikingly similar to commercial software marketing, this paper attempts to identify the aspects of software components that consumers value and to establish relationships between the identified aspects and consumer behavior in the software component market. More specifically, this paper focuses on the perceived subjective features of software components. This study was conducted in a web-based artificial market environment called "SofTrade."

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The Effect of System Characteristic of E-learning Systems and Self-Efficacy on Learning Performance (정보기술 e-서비스품질의 이용자 지각과 이용의도에 관한 연구)

  • Kim, Yong-Beom;Lee, Mee-Jeong
    • Proceedings of the Safety Management and Science Conference
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    • 2009.04a
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    • pp.281-294
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    • 2009
  • Recently the information system introduction and the application which use the computer are increasing. The efficient operation of information system helps corporations to improve productivity, customer service and corporate competitive power. SaaS(Software as a Service), which is the developed type of outsourcing in the area of information technology, is to use standardized and packaged application by hosting from the outside of enterprise. SaaS is not developed yet as much as people's interest about that in the initial stage, but its related technology and service capacity are accumulated after repeated trial and error, and it's ready to activate the industry. In the area of information system, studies on the measurement of service quality were followed. But there is little study on service quality measurement in the field of SaaS(Software as a Service). The purpose of this study was to divides the SaaS with e-SERVQUAL and it consider the relationship with the perceived recognition and the usage intention. According to this, variables of traditional research were rejected because SaaS is not developed yet in Korea. But information had a strong effect on perceived recognition. Therefore, business related with in SaaS must have provided a correct information about various applications.

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A Study on the Effect of evaluation characteristics of Information Technology e-Service Quality on usage perception and intention (정보기술 e-서비스품질의 평가특성이 이용자 지각과 이용의도에 관한 연구)

  • Kim, Yong-Beom
    • Journal of the Korea Safety Management & Science
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    • v.11 no.3
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    • pp.95-103
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    • 2009
  • Recently the information system introduction and the application which use the computer are increasing. The efficient operation of information system helps corporations to improve productivity, customer service and corporate competitive power. SaaS(Software as a Service), which is the developed type of outsourcing in the area of information technology, is to use standardized and packaged application by hosting from the outside of enterprise. SaaS is not developed yet as much as people's interest about that in the initial stage, but its related technology and service capacity are accumulated after repeated trial and error, and it's ready to activate the industry. In the area of information system, studies on the measurement of service quality were followed. But there is little study on service quality measurement in the field of SaaS(Software as a Service). The purpose of this study was to divides the SaaS with e-SERVQUAL and it consider the relationship with the perceived recognition and the usage intention. According to this, variables of traditional research were rejected because SaaS is not developed yet in Korea. But information had a strong effect on perceived recognition. Therefore, business related with in SaaS must have provided a correct information about various applications.

Impacts of Innovative Performance Through Adoption of Technology Convergence Intelligent Robot Among Medium-Sized Manufacturing Firms (중소기업에서 기술융복합 지능형 로봇 도입을 통한 혁신성과에 미치는 영향)

  • Choi, Moon-Jong;Lee, Dong-Ha;Kim, Sang-Hyun;Park, Hyun-Sun;Ahn, Hyun-Sook
    • Journal of Digital Convergence
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    • v.13 no.8
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    • pp.301-313
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    • 2015
  • Robot technology has become a crucial part of today's business operation. In fact, more manufacturing firms have been utilizing robot technology in order to increase operational efficiency and productivity. Thus, this study develops the research model investigating firms; behavior for process innovation with intelligent robot. Three categories - Technical, Entrepreneur, and Environmental characteristic - are proposed in the research model as determinants of process innovation. These three characteristics include six variables(Perceived Direct Usefulness, Perceived Indirect Usefulness, Innovation, Risk Senstivity, Perceived Industry Pressure, and Perceived Government Pressure) as influencing factors on process innovation. The data from 77 employee at manufacturing firms were analyzed to test proposed hypotheses. The results reveal that all variables with exception of Perceived Government Pressure have a significant influence on process innovation. Based on the study results, theoretical and practical implications for process innovation with intelligent robot technology are discussed.

A Study on the Effects of BSC System Acceptance Factors on the Intention for Continuous Use (BSC 시스템 수용요인이 지속적 사용의도에 미치는 영향에 관한 연구)

  • Kwon, Oh-Jun;Seo, Hyun-Sik;Oh, Jay-In
    • Asia pacific journal of information systems
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    • v.19 no.3
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    • pp.151-179
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    • 2009
  • The purpose of this study is to make an empirical analysis on the factors affecting the intention for the continuous use of the BSC system, which has been recently spread in the public sector. Because the object of acceptance is the performance management system based on BSC (Balanced Scorecard) implemented in the form of information systems, this study proposes a research model by applying TAM (Technology Acceptance Model). Independent variables are factors affecting the acceptance of BSC system such as training, communication, IS support, CEO support and personal innovativeness, and we examine their effects on the dependent variable, namely, intention on continuous use via mediating variables: perceived usefulness and perceived ease of use. A questionnaire survey was conducted with public institutions(firms) that had introduced and were operating the BSC system; 264 valid questionnaires are adopted. Collected data are analyzed using SPSS 16.0 and AMOS 7.0. Results of reliability test show that all analyzed data are reliable. In validity test, one item regarding communication was excluded; 9 latent variables and 34 observed variables are used in the final analysis. Based on the results of the hypothesis test through path analysis using a structural equation model, 10 out of 16 hypotheses are accepted. Factors affecting perceived usefulness are training and IS(Information System) support. The analysis results indicate that perceived ease of use is mainly affected by IS support, CEO support, and personal innovativeness among the factors related to the acceptance of the BSC system. This suggests that, contrary to the expectation that the BSC system may be used without difficulty, the management's active support is required in order to attain expected improvement in productivity and work efficiency. This was also pointed out in case studies on the construction of the BSC system in public sectors. On the other hand, perceived ease of use is found to affect perceived usefulness. This supports the results of previous researches on TAM. Perceived ease of use and perceived usefulness are found to affect the attitude towards the use of the system. The intention on continuous use is affected more by perceived usefulness than by the attitude towards the use of system. This result supports the results of previous researches on TAM, showing that the BSC system is utilized substantially in worksites. This study is considered meaningful in that it was actually performed on users at public institutions(firms) that had introduced the BSC system and that it empirically tested hypotheses on the acceptance of the BSC system by applying TAM to the research model.

The Job Stress and Presenteeism of Occupational Health Nurses in Workplace in Korea (산업간호사의 직무스트레스와 프리젠티즘)

  • Kwon, Min;Kim, Soon-Lae
    • Korean Journal of Occupational Health Nursing
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    • v.19 no.2
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    • pp.159-169
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    • 2010
  • Purpose: This is a descriptive study to provide basic material that enables to prevent industrial hospital nurses from occupational stress, health problems and work impairment by understanding their work environment, stress, Presenteeism and correlation among them. Method: The subjects for this study consists of 272 industrial hospital nurses who have attended the training conducted by KAOHN from October to December 2009 and recognized the purpose of this study and agreed to participate. The questionnaire included Korean Version of Occupational Stress questionnaire developed by S.J. Chang and Stanford Presenteeism Scale questionnaire translated by Y.M. Lee. The data were analyzed using descriptive statistics, t-test, ANOVA, Scheff$\acute{e}$ test and Pearson's correlation coefficient with SPSS/WIN 17.0. Result: The industrial hospital nurses get much more stress than the average in three fields of occupational stress: interpersonal conflict, job insecurity and occupational climate. The study shows in particular, the age group of twenties with one to three year work experience having higher than any other groups in occupational stress, work impairment and perceived productivity of Presenteeism. Conclusion: It is necessary to develop management for these groups of nurses. In addition, institutional support and policy should be rendered to secure job conditions so that occupational stress can be relieved from these nurses and to prevent work impairment in advance as occupational stress has substantial correlation with health problems, work impairment and perceived productivity of Presenteeism.

A Study on Application of Web 3.0 Technologies in Small and Medium Enterprises of India

  • Potluri, Rajasekhara Mouly;Vajjhala, Narasimha Rao
    • The Journal of Asian Finance, Economics and Business
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    • v.5 no.2
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    • pp.73-79
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    • 2018
  • The purpose of this study is to explore how small and medium enterprises in India has identified the opportunities and challenges in adopting the Web 3.0 technologies to improve their productivity and efficiency. After an in-depth literature review, researchers framed a semi-structured questionnaire with open-ended questions for collecting responses from managers working in 40 Indian SME's representing five key economic sectors. The collected data was analyzed, and themes were encoded using the NVivo 11 computer-assisted qualitative data analysis software. Content analysis was used to analyze the data collected with the semi-structured interviews. This study identified five key themes and 12 subthemes illustrating the key advantages and challenges as perceived by the managerial leadership of SMEs. The five key themes identified in this study include integration of data and services, the creation of new functionalities, privacy and security, financial and technological challenges, and organizational challenges. The results of this study will benefit the organizational leadership of SMEs in planning and developing their short-term and long-term information systems strategies and will enable SME leaders to make optimal use of their information technology assets, improving the productivity and competitiveness of the firms. Web 3.0 technologies are considered as emerging technologies, so the advantages and challenges of using these technologies for SMEs have not been explored in the context of emerging economies, such as India.