| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
6.679 | 0.401 |
|
Retracted Output
|
-0.578 | 0.228 |
|
Institutional Self-Citation
|
-0.173 | 2.800 |
|
Discontinued Journals Output
|
-0.497 | 1.015 |
|
Hyperauthored Output
|
-0.631 | -0.488 |
|
Leadership Impact Gap
|
0.102 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
2.125 | 2.965 |
Sirius University of Science and Technology presents a strong scientific integrity profile, marked by exceptional performance in key areas of research practice and a clear capacity to operate independently of national risk trends. The institution demonstrates robust internal governance, particularly in its very low rates of retracted output, publication in discontinued journals, and reliance on institutional journals, effectively creating a firewall against systemic vulnerabilities present in the Russian Federation. According to SCImago Institutions Rankings data, this foundation of integrity supports notable thematic strengths, with the university ranking among the nation's elite in Pharmacology, Toxicology and Pharmaceutics (11th), Medicine (18th), Biochemistry, Genetics and Molecular Biology (25th), and Chemistry (32nd). However, two indicators require strategic attention: a significant risk in the Rate of Multiple Affiliations and a medium risk in Redundant Output. These practices, if unmonitored, could undermine the institution's mission to be a "platform for creative freedom, search and experimentation," as they may signal a focus on metric optimization over genuine innovation. To fully align its operational excellence with its ambitious vision, we recommend a focused review of authorship and affiliation policies to ensure they transparently reflect the innovative and collaborative spirit central to the university's identity.
The institution's Z-score for this indicator is 6.679, a value that places it at a significant risk level and substantially exceeds the country's medium-risk average of 0.401. This finding suggests that the university is not merely reflecting a national trend but is actively amplifying it. This disproportionately high rate serves as a critical alert, as it can signal strategic attempts to inflate institutional credit or “affiliation shopping” rather than reflecting legitimate collaborations. Given this high exposure, it is imperative to review affiliation policies to ensure they are transparent and accurately represent the nature of scientific partnerships, thereby safeguarding the institution's reputation.
With a Z-score of -0.578, the institution demonstrates a very low rate of retracted publications, positioning it as a positive outlier within the national context, which shows a medium risk level (Z-score: 0.228). This performance indicates that the university is effectively isolated from environmental risk dynamics in this area. Such a low rate suggests that the institution's quality control mechanisms and supervisory processes prior to publication are robust and function effectively, reflecting a strong culture of integrity and methodological rigor that prevents the systemic failures observed elsewhere.
The institution maintains a low Z-score of -0.173, effectively acting as a firewall against the significant risk of institutional self-citation prevalent at the national level (Z-score: 2.800). This demonstrates a clear commitment to external validation and integration within the global scientific community. By avoiding disproportionately high rates of self-citation, the university mitigates the risk of creating scientific 'echo chambers' and ensures its academic influence is built upon widespread recognition from external peers rather than being artificially inflated by internal dynamics.
The institution's Z-score of -0.497 signifies a very low rate of publication in discontinued journals, demonstrating a clear preventive isolation from the medium-risk trend seen across the country (Z-score: 1.015). This excellent result indicates that the university's researchers exercise strong due diligence in selecting dissemination channels. This practice protects the institution's scientific output from being associated with media that do not meet international ethical or quality standards, thereby avoiding severe reputational risks and the potential waste of resources on 'predatory' or low-quality venues.
With a Z-score of -0.631, the institution exhibits a prudent profile in managing hyper-authored output, performing with more rigor than the national standard (Z-score: -0.488), where the risk is also low. This indicates a well-managed approach to authorship in collaborative projects. The data suggests that the institution successfully distinguishes between necessary massive collaboration and practices like 'honorary' authorship, thereby ensuring that author lists remain transparent and that individual accountability is not diluted.
The institution presents a Z-score of 0.102 in this indicator, which, while in the medium-risk category, reflects a more controlled situation compared to the national average of 0.389. This demonstrates a differentiated management of collaboration impact. The data suggests that while the university benefits from external partnerships, it is moderating the risk of its scientific prestige becoming overly dependent and exogenous. This more balanced approach points toward the development of structural internal capacity and intellectual leadership, which is fundamental for long-term scientific sustainability and autonomy.
The institution shows a Z-score of -1.413, indicating a very low risk that is consistent with the low-risk national environment (Z-score: -0.570). The absence of risk signals in this area is a positive sign of a healthy research culture. It suggests that the university's environment does not encourage the extreme individual publication volumes that can challenge the limits of meaningful intellectual contribution, thereby avoiding potential imbalances between quantity and quality and upholding the integrity of its scientific record.
With a Z-score of -0.268, the institution shows a very low dependence on its own journals, successfully isolating itself from the medium-risk national trend (Z-score: 0.979). This is a strong indicator of a commitment to objective, external peer review. By avoiding potential conflicts of interest and academic endogamy, the university ensures its scientific production is validated through standard competitive channels, which enhances its global visibility and reinforces the credibility of its research findings.
The institution's Z-score of 2.125 places it at a medium risk level for redundant output, but it demonstrates relative containment of this issue compared to the significant risk level seen nationally (Z-score: 2.965). Although alert signals are present, the university appears to operate with more order than the national average. This indicator warns of the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, known as 'salami slicing.' While the risk is being moderated, it warrants attention to ensure that the institutional focus remains on generating significant new knowledge rather than prioritizing publication volume.
