Data Sources Behind the Research.com Best Female Scientists in Switzerland Ranking (4th Edition)
The 4th edition of the Research.com Best Female Scientists in Switzerland ranking was developed using comprehensive and authoritative bibliometric databases. The primary data sources for this ranking are OpenAlex and CrossRef, supplemented by multiple other reliable data repositories. These platforms are renowned for their extensive records of scientific publications and citation data, ensuring the accuracy and robustness of the ranking metrics. The bibliometric data used to devise the core citation-based metrics were collected on 2024-11-27. A scientist’s placement within the ranking is determined chiefly by their H-index, providing a quantifiable measure of both productivity and citation impact.
Scope and Criteria of the Ranking
To ensure broad representation of the scientific landscape, the ranking evaluated 279,971 scientist profiles sourced from various bibliometric data providers, covering all major scientific disciplines. The eligibility criteria concerning the H-index were specifically tailored for each research domain, typically requiring a minimum H-index of 30 or 40, depending on the discipline's citation patterns. In addition to quantitative bibliometric indicators, researchers’ awards and achievements in their respective fields were also considered as part of the evaluation process. Ultimately, the ranking features only the top 1,000 female scientists in Switzerland, emphasizing those with the highest H-index figures.
Verification and Data Quality Practices
Understanding the limitations inherent in raw bibliometric data, the Research.com team has put in place rigorous manual vetting processes. Each scientist profile featured in the ranking underwent a manual verification stage, with cross-correlation against publications indexed in a host of trustworthy and authoritative sources. While the number of papers published in prestigious journals and conference proceedings does not influence the ranking position itself, it is recognized as an important secondary indicator of scientific contribution within a field. The ranking's establishment is based solely on the H-index for each researcher, as sourced from the industry’s most reliable databases, OpenAlex and CrossRef. For detailed insights into the steps and considerations of the ranking process, readers are encouraged to visit our methodology page.
Research.com’s Motivation and Commitment
At Research.com, we recognize that science remains a field where gender disparity persists, with women being underrepresented across many disciplines. We firmly believe that female researchers deserve equal opportunities to gain recognition and advancement for their contributions. By pinpointing and celebrating the most influential female scientists, our goal is to motivate current and prospective women scholars, and to provide inspiration to academic leaders and decision-makers worldwide. Ultimately, it is our aspiration that this initiative will help foster a more inclusive academic environment and broaden opportunities for women in science, supporting the journey towards gender parity in research.
