Next Article in Journal
Technical Guidelines to Extract and Analyze VGI from Different Platforms
Previous Article in Journal
A New Integrated High-Latitude Thermal Laboratory for the Characterization of Land Surface Processes in Alaska’s Arctic and Boreal Regions
Due to scheduled maintenance work on our core network, there may be short service disruptions on this website between 16:00 and 16:30 CEST on September 25th.
Data Descriptor

688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results

Department of Methodology and Statistics, Tilburg University, Warandelaan 2, 5037 AB Tilburg, The Netherlands
Academic Editor: Jamal Jokar Arsanjani
Received: 22 August 2016 / Revised: 12 September 2016 / Accepted: 13 September 2016 / Published: 23 September 2016
In this data deposit, I describe a dataset that is the result of content mining 167,318 published articles for statistical test results reported according to the standards prescribed by the American Psychological Association (APA). Articles published by the APA, Springer, Sage, and Taylor & Francis were included (mining from Wiley and Elsevier was actively blocked). As a result of this content mining, 688,112 results from 50,845 articles were extracted. In order to provide a comprehensive set of data, the statistical results are supplemented with metadata from the article they originate from. The dataset is provided in a comma separated file (CSV) in long-format. For each of the 688,112 results, 20 variables are included, of which seven are article metadata and 13 pertain to the individual statistical results (e.g., reported and recalculated p-value). A five-pronged approach was taken to generate the dataset: (i) collect journal lists; (ii) spider journal pages for articles; (iii) download articles; (iv) add article metadata; and (v) mine articles for statistical results. All materials, scripts, etc. are available at https://github.com/chartgerink/2016statcheck_data and preserved at http://0-dx.doi.org.brum.beds.ac.uk/10.5281/zenodo.59818. View Full-Text
Keywords: statistics; p-values; psychology; content mining; mining; errors statistics; p-values; psychology; content mining; mining; errors
Show Figures

Figure 1

MDPI and ACS Style

Hartgerink, C.H.J. 688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results. Data 2016, 1, 14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014

AMA Style

Hartgerink CHJ. 688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results. Data. 2016; 1(3):14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014

Chicago/Turabian Style

Hartgerink, Chris H.J. 2016. "688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results" Data 1, no. 3: 14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014

Find Other Styles
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.

Article Access Map by Country/Region

1
Back to TopTop
{"cc_re__cc_re__cc_by_3_0": ["ng?44d4908d8f16087f\">\n<meta name=\"dc.title\" content=\"688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results\">\n<meta name=\"dc.creator\" content=\"Chris H. J. Hartgerink\">\n<meta name=\"dc.type\" content=\"Data Descriptor\">\n<meta name=\"dc.source\" content=\"Data 2016, Vol. 1, Page 14\">\n<meta name=\"dc.date\" content=\"2016-09-23\">\n<meta name=\"dc.identifier\" content=\"10.3390/data1030014\">\n<meta name=\"dc.publisher\" content=\"Multidisciplinary Digital Publishing Institute\">\n<meta name=\"dc.rights\" content=\"http://creativecommons.org/licenses/by/3.0/\">\n<meta name=\"dc.format\" content=\"application/pdf\">\n<meta name=\"dc.language\" content=\"en\">\n<meta name=\"dc.description\" content=\"In this data deposit, I describe a dataset that is the result of content mining 167,318 published articles for statistical test results reported according to the standards prescribed by the American Psychological Association (APA). Articles published by the APA, Springer, Sage, and Taylor &amp;amp; Francis were included (mining from Wiley and Elsevier was actively blocke"], "cc_re__cc_re__cc_by_4_0": ["y: inline; line-height: 200%\"><a href=\"/data/data-01-00014/article_deploy/html/images/data-01-00014-g001.png\" title=\"\n                    <strong>Figure 1</strong><br/>\n                                            &lt;p&gt;Flowchart of the data collection process, specified per step in the collection process.&lt;/p&gt;\n                                                            \"></a></div>\n<div class=\"info-box info-box__copyright top-margin\">\nThis is an open access article distributed under the <a href=\"https://creativecommons.org/licenses/by/4.0/\" target=\"_blank\" rel=\"noopener noreferrer\">Creative Commons Attribution License</a> which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited\n</div>\n</div>\n</div>\n<div class=\"content__container content__container__combined-for-large content__container__combined-for-large__no-padding\">\n<a href=\"/2306-5729/1/3/14/scifeed_display\" data-reveal-id=\"scifeed-modal\" data-reveal-ajax=\"true\">\n<img width=\"100%\" src=\"https://0-www-mdpi-com.brum.beds.ac.uk/bundles/mdpimain/img/scifeed_l"], "copyright__copyright__copyright": ["ts. Data. 2016; 1(3):14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014\n\nChicago/Turabian Style\n\nHartgerink, Chris H.J. 2016. \"688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results\" Data 1, no. 3: 14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014\n\nFind Other Styles\nNote that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.\n\nArticle Access Map by Country/Region\n\n1\nBack to TopTop", "ts. Data. 2016; 1(3):14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014\n\nChicago/Turabian Style\n\nHartgerink, Chris H.J. 2016. \"688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results\" Data 1, no. 3: 14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014\n\nFind Other Styles\nNote that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.\n\nArticle Access Map by Country/Region\n\n1\nBack to TopTop", "ts. Data. 2016; 1(3):14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014\n\nChicago/Turabian Style\n\nHartgerink, Chris H.J. 2016. \"688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results\" Data 1, no. 3: 14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014\n\nFind Other Styles\nNote that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.\n\nArticle Access Map by Country/Region\n\n1\nBack to TopTop", "ts. Data. 2016; 1(3):14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014\n\nChicago/Turabian Style\n\nHartgerink, Chris H.J. 2016. \"688,112 Statistical Results: Content Mining Psychology Articles for Statistical Test Results\" Data 1, no. 3: 14. https://0-doi-org.brum.beds.ac.uk/10.3390/data1030014\n\nFind Other Styles\nNote that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.\n\nArticle Access Map by Country/Region\n\n1\nBack to TopTop"]}