Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
3
datasets available to search
ShareScore release 0.9.0
Dataset results
3 results for “Preregistration”
Social Science Preregistration Metadata Crosswalk
<p>This spreadsheet tries to create a crosswalk for the main four social science study preregistration platfroms:</p> <ul> <li>OSF (Based on the fields for the preregistration challenge)</li> <li>EGAP</li> <li>The AEA's Social Science Registry</li> <li>RIDIE</li> </ul> <p>as well as the DataCite 4.0 Metadata Kernel</p>
Overview of preregistrations in the management and marketing fields
<p>This dataset provides an overview of preregistrations that have been included in peer-reviewed articles (in leading journals) in the management, marketing, and information systems disciplines.</p> <p>NB:</p> <p>'Experiment Count' = Number of experiments in each case (incl. supplementary studies)</p> <p>'Preregistration Count' = Number of preregistrations in each case</p> <p>'Publicly Available' = Number of preregistrations that were retrievable at the point of publication of this analysis</p> <p>'Preregistration Ratio' = Preregistration Count / Experiment Count (indicates how many studies were preregistered)</p> <p>'Institutional Affiliation by Region' = Indicates whether an institution/region appears in the corresponding article (note that several appearances of one institution in a single article is not treated differently)</p>
A Metric for Optimism: John Ioannidis on Reproducibility, Preregistration, and Data Sharing
<p><strong>Episode Summary:</strong></p> <p>In this episode we are discussing data sharing and Open Science. Our interview guest will be Stanford University Professor of Medicine: John Ioannidis who has now come to the Berlin Institute of Health as an Einstein BIH Visiting Fellow at the BIH QUEST Center to establish the Meta-Research Innovation Center Berlin (METRIC-Berlin), the European “sister” of the Meta-Research Innovation Center at Stanford (METRICS). We will cover his research and opinions on data sharing, reproducibility, and how to improve research.</p> <p><strong>Links: </strong></p> <p><a href="https://profiles.stanford.edu/john-ioannidis">John Ioannidis</a></p> <p><a href="https://www.bihealth.org/en/research/quest-center/mission-approaches/">BIH Quest Centre</a></p> <p><a href="https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0020124">Why Most Published Research Findings Are False</a></p> <p><strong>Quotes:</strong></p> <p>'I think that scientists, by themselves, are recognizing that it is important to share [data] and in many fields, like in Genetics, they realize that unless they share they cannot really go very far'</p> <p>'Clearly over the years we have seen more scientific sharing of data'</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.