图书馆杂志

图书馆杂志 ›› 2022, Vol. 41 ›› Issue (7): 128-138.

• 信息管理 • 上一篇    下一篇

科研人员数据重用意愿、行为及满意度影响因素研究:一项元分析

李晓1,2 曲建升2,3 靳军宝1 (1 中国科学院西北生态环境资源研究院 2 中国科学院大学经济与管理学院图书情报与档案管 理系 3 中国科学院成都文献情报中心)   

  • 出版日期:2022-07-15 发布日期:2022-07-19
  • 作者简介:李晓  女,中国科学院西北生态环境资源研究院,中国科学院大学经济与管理学院图书情报与档案管理系,博士研究生。研究方向:综合集成与知识发现。作者贡献:研究框架设计,数据采集、分析及论文撰写。E-mail:lixiao20c@mails.ucas.ac.cn 甘肃兰州 730030 曲建升  中国科学院成都文献情报中心,书记,研究员;中国科学院大学经济与管理学院图书情报与档案管理系,博士生导师。研究方向:综合集成与知识发现。作者贡献:论文修订。 四川成都 610041 靳军宝  中国科学院西北生态环境资源研究院,博士,副研究馆员。研究方向:产业竞争情报。作者贡献:数据核对。 甘肃兰州 730030

Factors Affecting Researchers’ Data Reuse Intention, Behavior and Satisfaction: A Meta-analysis

Li Xiao1,2 , Qu Jiansheng2,3 , Jin Junbao1 (1 Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences; 2 Department of Library Information and Archives Management, School of Economics and Management, University of Chinese Academy of Sciences; 3 Chengdu Library and Information Center, Chinese Academy of Sciences)   

  • Online:2022-07-15 Published:2022-07-19
  • About author:Li Xiao1,2, Qu Jiansheng2,3, Jin Junbao1 (1 Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences; 2 Department of Library Information and Archives Management, School of Economics and Management, University of Chinese Academy of Sciences; 3 Chengdu Library and Information Center, Chinese Academy of Sciences)

摘要: 当今,科学数据的共享和重用已成为学术界的热门话题。关于科学数据重用的实证研 究文献越来越多,本文采用元分析方法,通过规范且严格的样本筛选,共纳入 15 篇文献,涉及 6 333 个样本,利用 R 软件相应工具包进行异质性检验、发表偏倚分析、效应值分析及调节变量 分析,旨在系统性梳理科研人员数据重用意愿、行为及满意度影响因素,定量化总结其关系强度, 为进一步研究科学数据重用提供新视角。本研究发现大部分影响因素与研究人员的数据重用意愿、 行为和满意度呈正相关,其中感知有用性、感知数据质量等与数据重用意愿高度正相关,学科因 素对数据重用意愿的部分影响因素起到调节作用。

Abstract: Today, the sharing and reuse of scientific data has become a hot topic. More and more empirical studies on scientific data reuse are produced. This paper adopted meta-analysis method to analyze 15 studies involving 6 333 samples using R software. It tested the heterogeneity, analyzed the publication bias, calculated the e-ect size and identified moderators after strictly screening literatures. This paper aimed at systematically combing the factors affecting researchers’ data reuse intention, behavior and satisfaction, quantifying the relationship between the dependent variables and independent variables and providing a new perspective for further research on scientific data reuse. This study found that most of the influencing factors were positively correlated with researchers’ data reuse intention, behavior and satisfaction, among which, perceived usefulness and perceived data quality were highly positively correlated with data reuse intention, and disciplinary factors played a moderating role in some of the influencing factors of data reuse intention