• 제목/요약/키워드: usage model

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Influence of Business Analytics Usage on Operational Efficiency of Information Technology Infrastructure Management

  • Elangovan N;Ruchika Gupta;Sundaravel, E
    • Asia pacific journal of information systems
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    • 제32권1호
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    • pp.70-91
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    • 2022
  • Organizations today depend and thrive on timely, accurate and strategically relevant information. Business analytics (BA) holds the key to many of these issues. This paper validates a model on how the usage of BA leads to operational efficiency. We identified the factors of basic analytical usage from the Business Capacity Maturity Model (BCMM). The scope of the study is restricted to the Information Technology Infrastructure and Application management domain. A survey was conducted among the managers of the IT companies in Bengaluru, India. The results showed a significant influence of data-oriented culture and BA tools and infrastructure on BA usage. We found a significant influence of BA usage and pervasive use on operational efficiency. The speed to insight is still not practised in organizations. The awareness level of analytical skills in organizations is very low.

시간과 사용량의 속성을 지닌 데이터의 분석방안 (Analysis Approaches to Data of Both Age and Usage Attributes)

  • 조진남;백재욱
    • 품질경영학회지
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    • 제35권1호
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    • pp.136-141
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    • 2007
  • For many products failures depend on age and usage and, in this case, failures are random points in a two-dimensional plane with the two axes representing age and usage. Models play an important role in decision-making. In this research, an accelerate failure test (AFT) model is proposed to deal with the two-dimensional data. The parameters are proposed to be estimated through maximum likelihood estimators.

스마트워크 시스템 성공을 위한 사용자 만족의 영향요인에 대한 연구 : P그룹사를 중심으로 (A Study on the Effect Factor of End User's Satisfaction for Smart Work System's Success : Focused on P Corporation)

  • 정창현;황찬규;홍순근
    • Journal of Information Technology Applications and Management
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    • 제20권3_spc호
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    • pp.259-278
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    • 2013
  • At the center of the repeating evolution of IT industry, there is mobile computing in the ubiquitous environment, and the increasing usage of smart phones contribute more to its growth. P corporation co-developed with Google and implemented smart work system called SWP for the purpose of 'communication and collaboration with co-workers' beyond the general goal of increasing productivity and comfort of employees. The primary objective of this study is to objectively analyze the influence of the effect factor from end user's perspective and user satisfaction on SWP usage, intention for continuous usage and individual performance. To accomplish this research purpose, this study established research models and hypothesis by collective review about information system success models, and tested the research hypotheses using the structural equation modeling technique by data collected from 320 SWP system users of P corporation. Variations for system satisfaction evaluation standard are 1)SW system usage 2) intention for continuous usage 3) individual performance, effect variations are 1) social factors 2) technical factors 3) combination of social and technical factors. Therefore, this study is about influence factors on success of SWP system and how the factors impact the outcome. The test results of this research model is summarized as follows. Firstly, system user's satisfaction had positive impact on all three; SWP system usage, intention for continuous usage and individual performance. Secondly, social factor 'SWP control system' and technical factor 'information quality' and 'system quality' had positive impact on SWP system user satisfaction, while social factor 'shared value' and technical factor 'service quality' did not have significant effect on user satisfaction. Shared value however, had interactive effect with 'information quality' and 'service quality'. This study is expected to contribute to spread of academic research on smart work system by suggesting a model that can show important factors for corporation while explaining the successful implementation of SWP and its continuous usage.

과업-기술 적합성이 SNS 이용의도에 미치는 영향에 관한 연구: 사회적 기업을 중심으로 (The Influence of Task-Technology Fit on Usage Intention of SNS: Focused on Social Enterprise)

  • 장성희
    • 벤처창업연구
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    • 제11권6호
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    • pp.61-69
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    • 2016
  • 본 연구는 사회적 기업의 과업-기술 적합성(TTF)이 소셜네트워크서비스(SNS) 이용의도에 미치는 영향에 대해 검증하는 것이 목적이다. 사회적 기업, 소셜네트워크서비스, 과업-기술 적합성, 기술수용모형(TAM)에 관한 이론적 배경을 바탕으로 연구모형과 연구가설을 설정하였다. 본 연구에서는 인증 사회적 기업 86개를 대상으로 Smart PLS 2.0을 이용하여 구조방정식 모형을 분석하였다. 본 연구의 분석결과를 요약하면 다음과 같다. 첫째, 과업-기술 적합성이 지각된 유용성, 지각된 이용용이성, SNS 이용의도에 정(+)의 영향을 미치는 것으로 나타났다. 둘째, 지각된 유용성은 SNS 이용의도에 정(+)의 영향을 미치는 것으로 나타났지만, 지각된 이용용이성은 SNS 이용의도에 유의한 영향을 미치지 않는 것으로 나타났다. 본 연구의 결과는 과업-기술 적합성 측면에서 SNS가 사회적 기업의 업무에 적합한지에 대해 분석하여 다른 정보기술 분야의 이용의도에 적용할 수 있는 이론적 시사점과 사회적 기업에게 실무적인 시사점을 제공할 것이다.

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쇼핑가치에 따른 무인패션점포 이용의도 -기술수용모형의 적용- (The Effects of Shopping Value on the Usage Intention of Unmanned Fashion Stores -Application of Technology Acceptance Model-)

  • 서상우
    • 패션비즈니스
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    • 제23권2호
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    • pp.140-155
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    • 2019
  • The objective of this study was to verify the usage intention of unmanned fashion stores through the technology acceptance model and to verify the extended technology acceptance model including the shopping value as consumers' characteristic. An online survey, consisting of 626 consumers as participants, was conducted from March 13 to 19. Results of the study were as follows: This study used exploratory and confirmatory factor analysis. Furthermore, a covariance structure analysis using the maximum likelihood was conducted for hypothesis testing. According to the results, perceived ease of use affects perceived usefulness, which thereby affects the usage intention of unmanned fashion stores through attitude. Moreover, the analysis of the extended technology acceptance model including the shopping value as the intrinsic motivation of the consumers showed that the hedonic shopping value had a significant effect on the perceived ease of use and perceived usefulness, and perceived usefulness influenced the usage intention of unmanned fashion stores through attitude.

자발성을 고려한 u-Healthcare 서비스의 이용의도에 관한 연구 (A Study of Usage Intention on the u-Healthcare Service with Voluntariness)

  • 이창원;장성희
    • 한국경영과학회지
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    • 제37권4호
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    • pp.225-238
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    • 2012
  • The purpose of this study is to examine the factors influencing usage intention of u-Healthcare with voluntariness in long-term care hospitals. This model tests various theoretical research hypotheses relating to u-Healthcare, UTAUT theory and voluntariness. The proposed model is analyzed to target long-term care hospitals. Questionnaires have been collected during two months of 2010 and total 142 has been considered to be valid. Smart PLS (partial least square) 2.0 and SPSS 15.0 have been utilized for deriving the study results. The results of hypothesis testing are as follows. First, performance expectance, effort expectancy and social influence positively influence usage intention. Second, facilitation not influence usage intention. Still due to lack of technical infrastructure to promote conditions of use u-Healthcare in long-care hospitals for u-Healthcare system also considered to be not significantly affected. Finally, performance expectance to usage intention for low voluntariness group is significantly larger than those for high voluntariness group. In addition, social influence to usage intention for high voluntarines group is significantly larger than those for low voluntariness group.

Effects of Information Quality of Online Travel Agencies on Trust and Continuous Usage Intention: An Application of the SOR Model

  • LEE, Seul Ki;MIN, So Ra
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.971-982
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    • 2021
  • The purpose of this study was to investigate the relationship between information quality, Online Travel Agency (OTA) trust, and continuous usage intention provided by OTA through the application of the SOR(Stimulus-Organism-Response) model. To achieve the purpose of the study, 234 responses were used for analysis, and the hypotheses were tested through the SPSS v.21 program and AMOS v.21 programs. The research results can be classified into the following three categories. First, it was determined that accuracy, timeliness, and usefulness among the factors for information quality had a significant positive effect on OTA trust and continuous usage intention. Second, it was determined that OTA trust was found to have a significant positive effect on continuous usage intention. Third, it was determined that OTA trust had an indirect effect on the relationship between accuracy, timeliness, usefulness, and continuous usage intention among the factors for information quality. This study looked at the lower dimension of information quality, which was insufficient in the field of OTA. This study can be used as basic data to, in practice, build a user-centered informational provision environment by identifying the factors that promote the continuous usage intention of consumers, which is linked to the revenue of online travel agencies.

Hybrid Internet Business Model using Evolutionary Support Vector Regression and Web Response Survey

  • Jun, Sung-Hae
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2006년도 추계학술대회 학술발표 논문집 제16권 제2호
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    • pp.408-411
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    • 2006
  • Currently, the nano economy threatens the mass economy. This is based on the internet business models. In the nano business models based on internet, the diversely personalized services are needed. Many researches of the personalization on the web have been studied. The web usage mining using click stream data is a tool for personalization model. In this paper, we propose an internet business model using evolutionary support vector machine and web response survey as a web usage mining. After analyzing click stream data for web usage mining, a personalized service model is constructed in our work. Also, using an approach of web response survey, we improve the performance of the customers' satisfaction. From the experimental results, we verify the performance of proposed model using two data sets from KDD Cup 2000 and our web server.

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다양한 문제형태에 대한 AHP의 GDSS사용특성: IS이론을 중심으로 (AHP Usage Pattern As a GDSS Toward the Various Task Types: IS Theory Testing)

  • 손달호
    • 경영과학
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    • 제13권3호
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    • pp.115-128
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    • 1996
  • System usage, the utilization of information technology(IT) by individuals, groups or organizations, is a core variable in IS research. Indeed, there is widespread agreement among researchers that system usage is the primary variable through which IT affects white collar performance because it is a requisite, albeit insufficient, for deriving the benefits of IT. Furthermore, system usage has a notable practical value for managers interested in evaluating the impact of IT. Despite the number of studies of targeted at explaining system usage, there are more areas which required for the verification of system usage. The purpose of this paper is to address, using the Technological Acceptance Model (TAM), the usage pattern of AHP toward the various task in group decision (GD). The result showed that, for the all of the task types, perceived usage (PU) has more effect than perceived ease-of-use(PEU) on the AHP usage. However, more researches are required to generalize the result of this study.

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정보시스템 사용과 성과에 있어서 자발성의 조절효과에 관한 연구 (A Study on the Moderating Effect of Perceived Voluntariness in the Organizational Information System Usage and Performance)

  • 이승창;이호근;정창욱;정남호;서응교
    • Asia pacific journal of information systems
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    • 제19권2호
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    • pp.195-221
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    • 2009
  • According to an industry report, a large number of organizations have invested in Organizational Information System(OIS) in the past few years. Several research results indicate that successful investments in OIS lead to productivity enhancement, while failed ones result in undesirable consequences such as financial losses and dissatisfaction among employees. In spite of huge investments, however, many organizations have failed in achieving the hoped-for returns from OIS. Thus, understanding user acceptance, adoption, and usage of new IS(Information Systems) is an important issue for IS practitioners. Indeed, study of the user acceptance of new information system has been one of the most important research topics in the contemporary IS literature. Several theoretical models are tested to examine 'user acceptance' and 'usage behavior' in IS context. While many research models incorporate 'ease of use' or 'usefulness' as important factors in explaining user acceptance, Technology Acceptance Model(TAM) has been one of the most widely applied models in user acceptance and usage behavior. Even in recent IS studies that employ theories of innovation diffusion in the area of IS implementation, a major focus has been on the user's perception of information technologies. In this research, we study 'voluntariness' as an important factor in IS acceptance by users. Voluntariness is defined as "the degree to which the use of the innovation is perceived as being voluntary, or of free will" When examining the diffusion of accepting OIS, a thoughtful consideration should be given to 'perceived voluntariness.' Current article has following research questions: 1) What models are appropriate to explain the success of OIS? and 2) How does the 'voluntariness' affect the success of OIS? In order to answer these questions, a research model is proposed to describe the detailed nature of association among three independent variables (IT usage level, task interdependency, and organizational support), a mediating variable (IS usage), a dependent variable (perceived performance), and a moderating variable(perceived voluntariness). The central claim of this article is that organizations hardly realize expected returns from OIS investments unless perceived voluntariness is effectively managed after operating OIS. As an example of OIS in this study we have selected the Intranet of Republic of Korea Air Force (ROKAF). ROKAF has implemented the Intranet in an attempt to improve communication and coordination within the organization. To test our research model and hypotheses, survey questionnaires were first sent out to 400 Intranet users. With the assistance of ROKAF, Intranet users were initially identified among its members, and subjects were randomly drawn from the pool. 377 survey responses were finally returned. The unit of measurement and analysis in this research is a personal level. Path analysis based on structural equation modeling was used to test research hypotheses. Construct validity represents accordance between the theoretical base concept of constructs and its measurement items. Tests for the reliability and discriminant validity are accepted, thus verifying our survey instrument. In this research, we have proposed a conceptual framework to highlight the importance of perceived voluntariness after organization deploys OIS. The results of our analysis present several key finding. First, all three independent variables (IT usage level, task interdependency, and organizational support) have significant effects on IS usage, which will eventually improve performance. Thus, IS usage plays a mediating role between antecedent variables (IT usage level. task interdependency, and organizational support) and performance improvement. Second, the effect of the task dependency was the highest for IS usage among the three antecedent variables. This is highly plausible since one of the Intranet's major capabilities is to facilitate communication among members within an organization. Accordingly, we conclude that the higher the task dependency, the higher Intranet usage. The effect of user's IT usage level was the second, while the effect of the organizational support was the third. Finally, the perceived voluntariness plays a pivotal role in enhancing perceived performance in personal level after launching the Intranet. Relationships among investigated variables were significantly different between groups with a high level and a low level of voluntariness. The impact of the Intranet usage on the performance was greater in the higher level voluntariness group than in the lower one. For the lower level voluntariness group, the user's IT usage had the highest effect on the Intranet usage among the three antecedent variables. In short, our study suggests that the higher the perceived voluntariness is the more IS usage will be. Perceived voluntariness was found to have a moderating effect on the relationships among user IT usage level, task interdependency, IS usage, and perceived performance, supporting all the hypotheses on the moderating effect. Most of all, user IT usage level has the strongest influence on IS usage, indicating that users with superior IT usage are more likely to enjoy a high level of perceived performance.