Recognition and prevention of quality defects in basic biomedical research

Our study collected information about the most frequent quality defects in biomedical research. analyzed their prevalence an highlighted opportunities for prevention. Self-check your research and do not let journal reviewer catch weaknesses in your study. The below slides provide the error specifications and their associated frequencies. APA citation to the reporting article is also provided. 

Citation:

Biomedical Research Innovation Lab

BMRI recommended data sources for analysis of research performance

With the rapidly expanding scientific enterprise scientific enterprise and the great interest in growing research, an unprecedented need for effectiveness studies is emerging. Informed decision-making needs wide ranging data analyses from a variety of sources. The BMRI laboratory team compiled a list of sources with description and access links. 

Name Content Coverage (millions) Access Options Provider Url
Scopus abstract, citation, academic journal rankings, author profiles, h-index calculator database 90.6 Limited free preview, full access by institutional subscription only Elsevier https://www.scopus.com/
Web of Science researcher profile 100 institutional subscription only Clarivate (formerly Thomson Reuters https://www.webofscience.com/wos/author/search
PubMed abstracts, bibliographic details 35 Free NIH PubMed (nih.gov)
Science Direct article, journal, book, authors 19.5 Free Elsevier https://www.sciencedirect.com/
DOAJ open access academic database 8 Free DOAJ https://doaj.org/
JSTOR research papers 12 Free ITHAKA https://www.jstor.org/
Semantic Scholar academic papers, authors, publications, h-index, citations, influence, coauthors 200 Free   https://www.semanticscholar.org/
OpenCitations publications, bibliographic metrics, citations 1300 Free   https://opencitations.net/
ORCID Researchers profile, affiliations, contributions https://info.orcid.org/orcid-statistics/ Free multiple publishers https://orcid.org/
ROR open persistent identifiers for research organizations 102 thousand organizations Free California Digital Library, Crossref, and DataCite https://ror.org/
Unpaywall scholarly articles 47 Free OurResearch https://unpaywall.org/
PubMed Central scholarly literature 9.2 Free National Library of Medicine https://www.ncbi.nlm.nih.gov/pmc/
The ISSN International Center database of ISSN bibliographic records 2.3 Free/Subscription network of 93 National Centers throughout the world https://road.issn.org/
OpenAlex describes scholarly entities and how those entities are connected to each other. Types of entities include works, authors, sources, institutions, concepts, publishers, and funders.   Free   https://docs.openalex.org/
The Lens scholarly works, patents, biological sequences disclosed in patent literature , A management tool to track, monitor, and analyze a collection of works or a collection of patents dynamically or statically. Citation analysis, user profiles, measuring influence hundreds of millions Free for non commercial use Cambia https://www.lens.org/
World Wide Science global science gateway—accelerating scientific discovery and progress through a multilateral partnership to enable federated searching of national and international scientific databases and portals. 100 databases in 70 countries, in 10 languages Free US Dept of Energy https://worldwidescience.org/wws/desktop/en/search.html
The Academic Family Tree academic genealogy of current and historical researchers across all fields of academia  843,800 people and 813,500 connections Free nonprofit, user content-driven web database https://academictree.org/
Crossref Crossref is the world’s largest database of Digital Object Identifiers (DOIs) 150 Free/Subscription nonprofit. https://www.crossref.org/