Abstract：
BACKGROUND:Datum from electronic sources has accumulated and resulted in the establishment of big data and data science. Big data consists of data sets that are larger than traditional data processing applications can manage. Data science is the research method used to analyze big data. Researchers are applying research methods to harness large and complex data sets to increase our understanding of population health by creating predictive models of patients using a variety of key variables or characteristics. Evidence-based practice relies on the appraisal of research to ensure rigor prior to implementation in clinical settings. Consistent with other research methods, papers based on data science should be subject to appraisal for determination of best evidence. The purpose of this paper is to present a tool that can be used to appraise research papers based on large data sets and data science research methods. METHODS:The following approach was used to develop the Data Science Appraisal Tool (DSAT). Despite an exhaustive search, we were unable to locate an appraisal tool for papers based on data science research methods. We then synthesized the extant literature to form the tool. The tool is based on the common characteristics of big data: (a) verification that the data set is representative of big data; (b) preparation of the data for analysis; (c) methodology used for data analysis; (d) results; and (e) theoretically based. LINKING EVIDENCE TO ACTION:Appraisal tools currently exist for traditional and well-known research methods. The DSAT provides a method to appraise papers based in data science for best evidence.
journal_name
Worldviews Evid Based Nursjournal_title
Worldviews on evidence-based nursingauthors
Carrington JM,Love Rdoi
10.1111/wvn.12460subject
Has Abstractpub_date
2020-08-01 00:00:00pages
269-274issue
4eissn
1545-102Xissn
1741-6787journal_volume
17pub_type
杂志文章abstract：BACKGROUND:The gap between what is stated in legislation about written individualized nursing care plans (ICP) and how they are used in practice is still too wide. AIM:To explore attitudes and experiences among nurses and managers in order to capture which factors and conditions impact on the successful implementation...
journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,评审
doi：10.1111/j.1741-6787.2010.00195.x
更新日期：2011-06-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 临床试验,杂志文章,多中心研究
doi：10.1111/j.1741-6787.2008.00123.x
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,随机对照试验
doi：10.1111/wvn.12342
更新日期：2019-02-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12046
更新日期：2014-08-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/j.1741-6787.2009.00163.x
更新日期：2009-01-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,多中心研究
doi：10.1111/j.1524-475X.2004.04045.x
更新日期：2004-01-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/j.1741-6787.2012.00250.x
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,评审
doi：10.1111/j.1741-6787.2010.00206.x
更新日期：2011-06-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,评审
doi：10.1111/j.1741-6787.2006.00068.x
更新日期：2006-01-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12148
更新日期：2016-02-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12109
更新日期：2016-02-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12127
更新日期：2016-04-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,评审
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更新日期：2013-05-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/j.1741-6787.2006.00051.x
更新日期：2006-01-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12061
更新日期：2014-12-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12135
更新日期：2016-02-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12128
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/j.1741-6787.2012.00256.x
更新日期：2012-12-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/j.1741-6787.2012.00264.x
更新日期：2013-08-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,评审
doi：10.1111/j.1741-6787.2008.00140.x
更新日期：2008-01-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12289
更新日期：2018-06-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
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更新日期：2018-10-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12053
更新日期：2014-10-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12213
更新日期：2017-04-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
doi：10.1111/wvn.12224
更新日期：2017-06-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章
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更新日期：2016-08-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,meta分析,评审
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更新日期：2018-04-01 00:00:00
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journal_title：Worldviews on evidence-based nursing
pub_type： 杂志文章,评审
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