University of Eastern Finland

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Eastern Finland demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.167 that indicates a performance well-aligned with best practices. The institution's primary strengths lie in its exceptionally low rates of publication in discontinued journals, output in institutional journals, and redundant publications, signaling strong due diligence and a commitment to external validation. While areas such as the rate of multiple affiliations and hyper-authored output present a medium risk, the university manages these challenges more effectively than the national average. This solid foundation of research integrity directly supports the institution's outstanding performance in key thematic areas, as evidenced by its SCImago Institutions Rankings, where it ranks among the top five in Finland for Veterinary, Agricultural and Biological Sciences, Dentistry, and Medicine. This alignment of high integrity and research excellence is crucial to fulfilling the university's mission to "seek solutions to global challenges through multidisciplinary research" and maintain a "high standard of research and high-level education." The identified medium-risk areas do not currently threaten this mission but warrant strategic monitoring to ensure that collaborative growth does not compromise individual accountability. We recommend maintaining the current rigorous quality controls while developing specific guidelines for authorship and affiliation declaration to further solidify the university's position as a leader in both research output and scientific ethics.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The University of Eastern Finland presents a Z-score of 1.239, while the national average for Finland is 1.375. This reflects a pattern of differentiated management, where the institution successfully moderates a risk that is common at the national level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's score, although in the medium-risk band, is below the national average, suggesting that its collaborative practices are managed with more control than its peers. This indicates a positive balance, but the area warrants continued observation to ensure all affiliations are transparent and reflect substantive contributions.

Rate of Retracted Output

With an institutional Z-score of -0.353, significantly lower than the national average of -0.214, the university demonstrates a prudent and rigorous approach to quality control. This superior performance suggests that the institution's pre-publication review and supervision mechanisms are more robust than the national standard. Retractions can be complex, but a rate significantly lower than the norm is a strong positive indicator. It reflects a healthy integrity culture where potential errors are likely identified and corrected before publication, safeguarding the institution's reputation and the reliability of its scientific contributions.

Rate of Institutional Self-Citation

The university's Z-score for institutional self-citation is -0.228, which is in very close alignment with the Finnish national average of -0.210. This proximity indicates a state of statistical normality, where the institution's citation practices are as expected for its context and size. A certain level of self-citation is natural and reflects the continuity of established research lines. The university’s low and typical score confirms that its work is being validated by the broader scientific community, avoiding the "echo chambers" or endogamous impact inflation that can arise from disproportionately high rates of internal citation.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.424 is very low, though slightly higher than the national average of -0.446. This score represents minimal residual noise in an otherwise inert risk environment. While any presence in discontinued journals warrants attention, this extremely low value indicates that the vast majority of scientific production is channeled through reputable media that meet international standards. The university's performance shows excellent due diligence in selecting publication venues, effectively protecting its resources and reputation from the risks associated with predatory or low-quality publishing practices.

Rate of Hyper-Authored Output

The university records a Z-score of 0.346 in hyper-authored output, which is notably lower than the national average of 0.455. This suggests a pattern of differentiated management, where the institution shows more control over a risk that is prevalent across the country. In many fields, extensive author lists can indicate author list inflation, diluting individual accountability. By maintaining a rate below the national trend, the university demonstrates a more discerning approach to authorship, better distinguishing between necessary massive collaboration and practices that could obscure meaningful contributions, thereby upholding transparency in its research.

Gap between Impact of total output and the impact of output with leadership

With a Z-score of -0.008, the university shows a slightly greater gap than the national average of -0.120, signaling an incipient vulnerability that warrants review. A wide positive gap suggests that an institution's scientific prestige may be dependent on external partners rather than its own structural capacity. While the university's risk level is low, this score indicates that its overall impact is slightly more reliant on collaborations where it does not exercise intellectual leadership compared to the national standard. This invites strategic reflection on fostering internal research capacity to ensure long-term sustainability and autonomy in its scientific excellence.

Rate of Hyperprolific Authors

The university's Z-score of -0.383 is substantially lower than the Finnish average of -0.150, indicating a prudent profile in managing author productivity. This demonstrates that the institution's processes are more rigorous than the national standard in discouraging extreme publication volumes. While high productivity can be legitimate, hyperprolificacy can signal imbalances between quantity and quality or coercive authorship practices. The university's low score is a positive sign of a research environment that prioritizes the integrity of the scientific record and meaningful intellectual contributions over sheer publication counts.

Rate of Output in Institutional Journals

The University of Eastern Finland exhibits a Z-score of -0.268, which is even lower than the country's already low average of -0.213. This signifies a state of total operational silence regarding this risk, reflecting an exemplary commitment to external, independent peer review. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy. The university’s near-absence of this practice demonstrates its confidence in subjecting its research to global competitive validation, thereby maximizing its international visibility and reinforcing the credibility of its scientific output.

Rate of Redundant Output

With a Z-score of -0.821, the institution is in the very low risk category, contrasting with the national average of -0.442, which falls into the low risk category. This demonstrates low-profile consistency, where the university's complete absence of risk signals aligns with and surpasses the national standard. A high rate of redundant output, or 'salami slicing,' indicates the artificial inflation of productivity by fragmenting studies. The university's exceptionally low score is a strong testament to its focus on producing significant, coherent bodies of work, thereby upholding the principles of research integrity and contributing meaningful knowledge to the scientific community.