Application-based big data development framework for health sciences libraries

IF 2.2 4区 医学 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE
Xinxin Chen PhD, Di Zhang PhD, Bo Wang PhD, Khurshid Ahmad PhD
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引用次数: 0

Abstract

The study is a part of a student research project on performance-based evaluation of big data application in health sciences libraries. It presents a theoretical framework of the performance-based evaluation system for health institutes' libraries in the digital environment. The health sciences libraries' systematic approach was judged based on the five main components (data culture, organisational infrastructure, responsibilities, skills and technology competence) of big data analytics (BDA). A comprehensive literature review of the published studies was undertaken related to BDA, including the diffusion of innovation theory, and the theoretical background of the technology acceptance model to produce an application-based big data development framework for the health sciences libraries. The application-based evaluation model integrates BDA in health sciences libraries for improving library services and performance. The study proposed a need for skilled professionals with the knowledge and experience both professionally and technically. Finally, the study proposed a model that will help to measure the organisation's ability to analyse vast amounts of data to empirically validate the association concerning big data analysis and analytical practices in health libraries.

基于应用的健康科学图书馆大数据开发框架。
本研究是关于卫生科学图书馆大数据应用绩效评估的学生研究项目的一部分。研究提出了数字环境下卫生机构图书馆绩效评估系统的理论框架。根据大数据分析(BDA)的五个主要组成部分(数据文化、组织基础设施、责任、技能和技术能力)对卫生科学图书馆的系统方法进行了评判。对已发表的与 BDA 相关的研究进行了全面的文献综述,包括创新扩散理论和技术接受模型的理论背景,从而为健康科学图书馆制定了基于应用的大数据发展框架。基于应用的评估模型将 BDA 整合到健康科学图书馆中,以改善图书馆服务和绩效。研究提出需要具备专业和技术知识与经验的技能型专业人员。最后,研究提出了一个有助于衡量组织分析海量数据能力的模型,以实证验证有关卫生图书馆大数据分析和分析实践的关联。
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来源期刊
Health Information and Libraries Journal
Health Information and Libraries Journal INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
6.70
自引率
10.50%
发文量
52
期刊介绍: Health Information and Libraries Journal (HILJ) provides practitioners, researchers, and students in library and health professions an international and interdisciplinary forum. Its objectives are to encourage discussion and to disseminate developments at the frontiers of information management and libraries. A major focus is communicating practices that are evidence based both in managing information and in supporting health care. The Journal encompasses: - Identifying health information needs and uses - Managing programmes and services in the changing health environment - Information technology and applications in health - Educating and training health information professionals - Outreach to health user groups
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