Data Sources Used in the 3rd Edition of the Research.com Best Universities in Finland Ranking
The 3rd edition of the Research.com Best Universities in Finland Ranking is founded upon rigorous bibliometric data analysis, primarily sourcing data from the OpenAlex and CrossRef databases, supplemented by multiple other reputable data sources. The bibliometric data underpinning the citation-based metrics were collected as of 2024-11-27.
A university's position in the ranking is determined by the aggregate of D-indexes (Discipline H-index) for all ranking scholars affiliated with the institution. The D-index reflects exclusively the publications and citation impact within a scholar’s specific discipline. However, the ranking comprises scientists spanning all major research areas, ensuring a broad and inclusive assessment of institutional research excellence.
Scope of Evaluated Research
The ranking is derived from the examination of 279,971 scientist profiles identified across extensive bibliometric sources. These profiles cover all major branches of scientific research, capturing the diversity of academic disciplines present within Finland’s research community.
To ensure robust quality standards, each scientist included in the analysis met a minimum D-index threshold of 20. In addition to citation metrics, a scientist’s professional achievements and awards in their specific discipline were also considered as qualitative indicators of research excellence.
Verification Procedures and Bibliometric Assessment
The team responsible for the Research.com ranking recognizes that quantitative bibliometric data alone cannot comprehensively reflect a scholar’s scientific impact or output. Accordingly, every scientist profile included in the ranking underwent meticulous manual verification and cross-correlation with publications listed in a wide array of trusted and authoritative sources.
While the number of papers published in prominent journals and major conference proceedings is not a direct ranking factor, it is acknowledged as an important secondary indicator of a researcher’s substantive contributions to their field.
The ultimate position of each researcher in the ranking is established using their H-index, with data sourced from OpenAlex and CrossRef — the foremost and widely accepted bibliometric databases within the academic and research community. Readers seeking further details about the methodology and verification practices are encouraged to review the complete procedural description available on our methodology page.
Research.com’s Mission and Agenda
At Research.com, our mission is to motivate scientists, industry leaders, and policymakers worldwide to stay informed about the evolving landscape of expertise across disciplines. By providing transparent, data-driven university and researcher rankings, we aim to facilitate discovery of leading experts in specific fields, whether by country, institution, or area of study. Our agenda is to empower the global research community with reliable insights and to champion academic achievement and collaboration on an international scale.
