Siberian State Medical University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Siberian State Medical University presents a profile of pronounced strengths and specific, critical vulnerabilities. With an overall integrity score of 0.398, the institution demonstrates exemplary governance in key areas, effectively isolating itself from national risk trends concerning hyperprolific authorship, publication in discontinued journals, and reliance on institutional journals. These successes reflect a robust internal control framework. However, this is contrasted by a global red flag in the Rate of Redundant Output, which is exceptionally high even for a national context already compromised in this area. This practice, along with a high exposure to risks from multiple affiliations and a dependency on external partners for research impact, poses a direct challenge to the university's mission. According to SCImago Institutions Rankings data, the university's strongest thematic areas are in Pharmacology, Toxicology and Pharmaceutics (28th in the Russian Federation), Medicine (31st), and Psychology (34th). To fully align with its mission of ensuring "top quality" and advancing medical science, the institution must leverage its proven governance strengths to urgently address the practice of data fragmentation, thereby ensuring that its high publication volume translates into genuine, high-impact scientific contributions and solidifies its intellectual leadership.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of 1.011 for multiple affiliations is notably higher than the national average of 0.401. This indicates that the university is more exposed to the risks associated with this practice than its national peers, operating within a shared context of medium risk. While multiple affiliations are often a legitimate result of collaboration, this higher rate suggests a greater institutional tendency toward dynamics that could signal strategic attempts to inflate institutional credit or “affiliation shopping.” This pattern warrants a review to ensure that all affiliations are transparent and reflect substantive scientific partnerships rather than purely strategic positioning.

Rate of Retracted Output

With a Z-score of -0.174, the university demonstrates institutional resilience by maintaining a low rate of retracted publications, contrasting sharply with the medium-risk national average of 0.228. This suggests that the institution's control mechanisms are effectively mitigating the systemic risks prevalent in the country. Retractions are complex events, but this low value indicates that quality control and supervision mechanisms prior to publication are likely robust and functioning well. It points to a culture of integrity where potential errors are caught internally, preventing the systemic failures that can lead to a higher retraction rate.

Rate of Institutional Self-Citation

The university's Z-score of 2.195 places it at a medium risk level, but it demonstrates relative containment when compared to the country's significant risk level (Z-score: 2.800). Although signals of potential scientific isolation exist, the institution operates with more control than the national average. A certain level of self-citation is natural, reflecting ongoing research lines. Nonetheless, this value suggests that while the institution is managing the risk of creating 'echo chambers' better than its peers, it should remain vigilant to ensure its academic influence is validated by the global community and not disproportionately inflated by internal dynamics.

Rate of Output in Discontinued Journals

The institution shows strong institutional resilience with a Z-score of -0.202, indicating a low risk of publishing in discontinued journals, especially when compared to the national medium-risk average of 1.015. This performance suggests that the university's researchers exercise effective due diligence in selecting dissemination channels, acting as a filter against the country's broader trend. By avoiding journals that fail to meet international ethical or quality standards, the institution successfully protects itself from severe reputational risks and demonstrates a commitment to channeling its scientific output through credible and sustainable media.

Rate of Hyper-Authored Output

The university exhibits a prudent profile with a Z-score of -0.555, which is even lower than the already low-risk national average of -0.488. This indicates that the institution manages its authorship processes with more rigor than the national standard. In fields outside of 'Big Science,' extensive author lists can dilute accountability. This low score suggests the university effectively promotes transparency and discourages practices like 'honorary' or political authorship, ensuring that author lists accurately reflect meaningful contributions.

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

The institution's Z-score of 1.372 reveals a high exposure to dependency risk, as this gap is significantly wider than the national average of 0.389. This result signals a potential sustainability issue, where the university's overall scientific prestige appears heavily reliant on collaborations where it does not exercise intellectual leadership. A wide positive gap suggests that its high-impact publications are driven by external partners, not its own structural capacity. This invites a strategic reflection on how to foster and showcase internal research excellence to ensure that its reputation is built on a solid foundation of home-grown leadership.

Rate of Hyperprolific Authors

With a Z-score of -1.413, the institution demonstrates low-profile consistency, as the complete absence of risk signals in this area aligns with the low-risk national standard (Z-score: -0.570). Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution. This very low score is a positive indicator, suggesting a healthy institutional balance between quantity and quality and an environment that discourages practices such as coercive authorship or assigning credit without real participation, thereby upholding the integrity of the scientific record.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 signifies a state of preventive isolation from a national trend of medium risk (Z-score: 0.979). By showing a very low reliance on its own journals, the institution does not replicate the risk dynamics observed in its environment. This practice demonstrates a strong commitment to independent, external peer review and avoids potential conflicts of interest where the institution would act as both judge and party. This approach enhances the global visibility and competitive validation of its research, steering clear of academic endogamy and the use of internal channels as 'fast tracks' for publication.

Rate of Redundant Output

The institution's Z-score of 8.140 represents a global red flag, as it leads the risk metrics in a country already facing a critical challenge in this area (national Z-score: 2.965). This exceptionally high value is a severe alert for the practice of 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity. This massive and recurring bibliographic overlap between publications not only overburdens the review system but, more critically, distorts the available scientific evidence. This practice prioritizes volume over the generation of significant new knowledge and requires urgent intervention to safeguard the institution's scientific integrity.