What is the Methodology and Selection Criteria of Top 2% Scientists List

Posted on Sep 8th, 2024 by Admin
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Stanford's Top 2% Scientists List

Stanford's Top 2% Scientists List is an esteemed ranking that identifies the most cited scholars in their fields. This ranking, derived from Scopus database data, highlights researchers whose work has had a significant impact across various scientific disciplines.

Methodology

The ranking is based on a composite indicator (c-score) calculated from six citation metrics:
  • Total citations (NC)
  • H-index (H)
  • Hm-index (H-index adjusted for the number of authors)
  • Citations to single-author papers (NCS)
  • Citations to single or first-author papers (NCSF)
  • Citations to single, first, or last-author papers (NCSFL)
  • The c-score combines these metrics to provide a comprehensive measure of a scientist's impact, accounting for both the quantity and the quality of their contributions.

Selection Criteria

Top 100,000 Scientists: Scholars are ranked based on their c-score, including and excluding self-citations. 2% Percentile: Scientists in the top 2% of their sub-field are also included. Field and Sub-field Classification Researchers are categorized into 22 scientific fields and 174 sub-fields based on the standard Science-Metrix classification.

Data and Updates

  • Career-long Impact: Metrics cover the entire career of a scientist up to the end of current year-1.
  • Recent Year Impact: Metrics focus on citations received during current year-1.
  • Latest Version: This latest version is based on the Scopus snapshot as of October 1, current year.
  • Transparency and Accessibility: This is a publicly accessible database that includes standardized information on citations, h-index, co-authorship adjusted hm-index, and the c-score. Metrics are available with and without self-citations, and field-specific percentiles are included for all scientists with at least five papers.
For more detailed information, visit data.mendeley.com.
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