Ten Principles for Machine-Actionable Data Management Plans
Data management plans can have thematic, machine-actionable richness with added value for all stakeholders: researchers, funders, repository managers, research administrators, data librarians, and others.
Practices and Patterns in Research Information Management: Findings from a Global Survey
OCLC Research and euroCRIS, the international organization for research information, partnered to develop a survey and synthesize the results to examine how research institutions worldwide are applying research information management (RIM) practices.
New Wellcome Data Re-use Prizes to Help Unlock the Value of Research
Data re-use can generate new insights that in turn lead to vital health benefits. To stimulate and celebrate the innovative re-use of data, the Wellcome Trust today launched the Wellcome Data Re-use Prizes.
The article is a call to go back to basics, to re-examine the drivers of our projects. My main aim here is to provide a few helpful tips to increase the chances of success and long-term adoption of data-science projects.
The SCNAT is organizing this one day event in Bern, with the aim to give the research community the chance to raise their concern and also the SNF and the European Commission to present their view and to inform about recent trends. The workshop should provide recommendations on how to implement the open data requirements.
Data Sharing in PLOS ONE: An Analysis of Data Availability Statements
Only about 20% of statements indicate that data are deposited in a repository, which the PLOS policy states is the preferred method. More commonly, authors state that their data are in the paper itself or in the supplemental information, though it is unclear whether these data meet the level of sharing required in the PLOS policy.
Peer reviewers have the right to view the data and code that underlie a work if it would help in the evaluation, even if these have not been provided with the submission. Yet few referees exercise this right.
Who benefits from sharing data? The scientists of future do, as data sharing today enables new science tomorrow. Far from being mere rehashes of old datasets, evidence shows that studies based on analyses of previously published data can achieve just as much impact as original projects.
As of May 2018, CORE has aggregated over 131 million article metadata records, 93 million abstracts, 11 million hosted and validated full texts and over 78 million direct links to research papers hosted on other websites.
New Cancer Treatments Lie Hidden Under Mountains of Paperwork
The National Cancer Institute has invested millions of dollars into determining the genetic sequences of patients’ tumors, and researchers have found thousands of genes that seem to drive tumor growth. But until patients’ medical records are linked to the genetic data, life-or-death questions cannot be answered.
Manipulating the Alpha Level Cannot Cure Significance Testing
When evaluating the strength of the evidence, we should consider auxiliary assumptions, the strength of the experimental design, and implications for applications. To boil all this down to a binary decision based on a p-value threshold is not acceptable.