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XD Metrics on Demand Value Analytics: Visualizing the Impact of Internal Information Technology Investments on External Funding, Publications, and Collaboration Networks

机译:XD需求价值分析度量标准:可视化内部信息技术投资对外部资金,出版物和协作网络的影响

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Many universities invest substantial resources in the design, deployment, and maintenance of campus-based cyberinfrastructure. To justify the expense, it is important that university administrators and others understand and communicate the value of these internal investments in terms of scholarly impact as measured by external funding, publications, and research collaborations. This paper introduces two visualizations and their usage in the Value Analytics (VA) module for Open XD Metrics on Demand (XDMoD). The VA module was developed by Indiana University’s (IU) Research Technologies division in conjunction with IU’s Cyberinfrastructure for Network Science Center (CNS) and the University at Buffalo’s Center for Computational Research (CCR). It interrelates quantitative measures of information technology (IT) usage, external funding, and publications in support of IT strategic decision making. This paper details the data, analysis workflows, and visual mappings used in the two VA visualizations that aim to communicate the value of different IT usage in terms of NSF and NIH funding, resulting publications, and associated research collaborations. To illustrate the feasibility of measuring IT values on research, we measured its financial and academic impact from the period between 2012 and 2017. The financial return on investment (ROI) is measured in terms of the funding, totaling $ 21,016,055 for NIH and NSF projects, and the academic ROI constitutes 1,531 NIH and NSF awards and 968 publications associated with 83 NSF and NIH awards. In addition, the results show that Medical Specialties, Brain Research, and Infectious Diseases are the top three scientific disciplines ranked by their publication records during the given time period.
机译:许多大学在校园网络基础设施的设计,部署和维护方面投入了大量资源。为了证明这笔费用的合理性,重要的是,大学管理者和其他人应根据外部影响力,出版物和研究合作对学术影响力的理解和交流这些内部投资的价值。本文介绍了两种可视化及其在Open XD Metrics on Demand(XDMoD)的Value Analytics(VA)模块中的用法。 VA模块是由印第安纳大学(IU)研究技术部门与IU的网络科学中心网络基础设施(CNS)和布法罗大学计算研究中心(CCR)的大学共同开发的。它将信息技术(IT)使用,外部资金和出版物的定量度量相互关联,以支持IT战略决策。本文详细介绍了两个VA可视化中使用的数据,分析工作流和可视化映射,旨在通过NSF和NIH资金,成果出版物以及相关的研究合作来交流不同IT使用的价值。为了说明在研究中测量IT值的可行性,我们测量了其在2012年至2017年之间的财务和学术影响。财务投资回报率(ROI)是根据资金来衡量的,NIH和NSF项目总计为21,016,055美元,学术投资回报率包括1,531个NIH和NSF奖项以及968个出版物,与83个NSF和NIH奖项相关。此外,结果表明,在特定时间段内,医学专业,脑研究和传染病是其出版记录排名最高的三门科学学科。

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