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Norms of data sharing in biological sciences: The roles of metadata, data repository, and journal and funding requirements

机译:生物科学中数据共享的规范:元数据,数据存储库以及期刊和资金需求的作用

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摘要

Institutional environments, comprising regulative pressures by funding agencies and journal publishers, and institutional resources, including the availabilities of data repositories and standards for metadata, function as important determinants in scientists' data-sharing norms, attitudes and behaviours. This research investigates how these functions influence biological scientists' data-sharing norms and how the data-sharing norms influence their data-sharing behaviours mediated by attitudes towards data sharing. The research model was developed based on the integration of institutional theory and theory of planned behaviour. The proposed research model was validated based on a total of 608 responses from a national survey conducted in the USA. The Partial Least Squares (PLS) was employed to analyse the survey data. Results show how institutional pressures by funding agencies and journals and the availabilities of data repository and metadata standards all have significant influences on data-sharing norms, which have significant influences on data-sharing behaviours, as mediated by attitudes towards data sharing.
机译:机构环境,包括资助机构和期刊出版商的监管压力,以及机构资源,包括数据存储库的可用性和元数据标准,是科学家数据共享规范,态度和行为的重要决定因素。这项研究调查了这些功能如何影响生物科学家的数据共享规范,以及数据共享规范如何影响其对数据共享态度介导的数据共享行为。该研究模型是在制度理论和计划行为理论相结合的基础上开发的。基于在美国进行的一次全国调查的608份答复,对提出的研究模型进行了验证。使用偏最小二乘(PLS)来分析调查数据。结果表明,资助机构和期刊的机构压力以及数据存储库和元数据标准的可用性都如何对数据共享规范产生重大影响,而数据共享规范则对数据共享行为产生了重大影响,这是由对数据共享的态度所介导的。

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