| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.603 | 0.401 |
|
Retracted Output
|
0.051 | 0.228 |
|
Institutional Self-Citation
|
1.672 | 2.800 |
|
Discontinued Journals Output
|
-0.232 | 1.015 |
|
Hyperauthored Output
|
-0.614 | -0.488 |
|
Leadership Impact Gap
|
1.319 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
0.093 | 2.965 |
Irkutsk State Medical University presents a scientific integrity profile characterized by robust internal governance and a notable resilience against several systemic risks prevalent within the Russian Federation. With an overall integrity score of -0.236, the institution demonstrates significant strengths, particularly in its very low rates of Multiple Affiliations, Hyperprolific Authors, and Output in Institutional Journals, indicating strong controls over authorship and publication channel selection. However, areas requiring strategic attention include a medium risk in Retracted Output, Institutional Self-Citation, Redundant Output, and a particularly high exposure to dependency on external collaborations for research impact. According to SCImago Institutions Rankings data, the university's key thematic areas are Medicine and Biochemistry, Genetics and Molecular Biology. The identified risks, especially the gap in research leadership and potential for endogamous impact, could challenge a core mission of achieving scientific excellence and social responsibility by creating a perception of inflated or dependent prestige. To build upon its solid foundation, it is recommended that the University focuses on enhancing pre-publication quality assurance and fostering research projects where its own scholars exercise clear intellectual leadership, thereby ensuring its impact is both sustainable and organically generated.
The institution exhibits a Z-score of -1.603, a stark contrast to the national average of 0.401. This demonstrates a clear preventive isolation from risk dynamics observed elsewhere in the country. While multiple affiliations can be a legitimate outcome of collaboration, the university’s very low rate indicates that it is not engaging in practices like “affiliation shopping” or strategic attempts to inflate institutional credit, which appear to be more common at the national level. This conservative approach reinforces the transparency and clarity of its institutional contributions to the scientific record.
With a Z-score of 0.051, the institution operates at a medium risk level that is, however, considerably lower than the national average of 0.228. This suggests a differentiated management approach, where the university moderates a risk that is more pronounced within its national context. Retractions are complex events, and a rate significantly higher than average can alert to systemic failures in quality control. In this case, the university’s ability to maintain a lower rate than its peers, despite being in a medium-risk category, points to more effective, though not yet perfect, pre-publication review and supervision mechanisms that help safeguard its scientific integrity.
The university's Z-score of 1.672 (medium risk) indicates relative containment when compared to the country's significant-risk score of 2.800. Although the institution shows signs of elevated self-citation, it appears to operate with more control than the national average. A certain level of self-citation is natural, but the university's medium score still serves as a warning against the potential for creating scientific 'echo chambers'. This value suggests a need to encourage broader engagement with the global scientific community to ensure its academic influence is validated by external scrutiny rather than being potentially oversized by internal dynamics.
The institution’s Z-score of -0.232 reflects a low-risk profile, standing in favorable contrast to the national medium-risk average of 1.015. This disparity highlights a notable institutional resilience, where internal control mechanisms appear to successfully mitigate systemic risks present in the country. A high proportion of publications in discontinued journals can signal a failure in due diligence. The university's low score indicates that its researchers are effectively selecting reputable dissemination channels, thereby avoiding the reputational and resource risks associated with 'predatory' or low-quality publishing practices that pose a greater challenge nationally.
With a Z-score of -0.614, which is lower than the national average of -0.488, the institution demonstrates a prudent profile in managing authorship. Both scores are in the low-risk category, but the university’s even lower value suggests its processes are managed with more rigor than the national standard. This indicates a healthy approach to authorship attribution that aligns with disciplinary norms and avoids the inflation of author lists. Such diligence ensures that individual accountability and transparency are maintained, steering clear of practices like 'honorary' authorships.
The university's Z-score of 1.319 is significantly higher than the national average of 0.389, placing both in the medium-risk category but signaling high exposure for the institution. This wide positive gap suggests that the university's overall scientific prestige is disproportionately dependent on external partners, creating a sustainability risk. While collaboration is vital, this indicator warns that the institution's excellence metrics may result more from strategic positioning in partnerships where it does not exercise intellectual leadership, rather than from its own structural research capacity. This invites a strategic reflection on how to foster more homegrown, high-impact research.
The institution's Z-score of -1.413 is well within the very low-risk category, aligning with the low-risk national context (Z-score of -0.570). This demonstrates low-profile consistency, where the complete absence of risk signals matches the expected national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university’s score confirms a healthy balance between quantity and quality, indicating that its research environment does not foster dynamics such as coercive authorship or other pressures that prioritize raw metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution shows a very low-risk profile, effectively isolating itself from the medium-risk trend seen at the national level (Z-score of 0.979). This preventive isolation is a sign of strong scientific governance. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy. The university’s minimal reliance on such channels ensures its scientific production is validated through independent external peer review, thereby maximizing its global visibility and avoiding the use of internal journals as 'fast tracks' to inflate publication counts.
The institution's medium-risk Z-score of 0.093 shows relative containment of a practice that is a critical issue nationally, where the country's Z-score is 2.965. Although the university is not entirely free of this risk, it operates with far more order than the national average. Massive bibliographic overlap between publications often indicates 'salami slicing'—artificially inflating productivity by fragmenting studies. The university’s ability to keep this indicator at a moderate level, in a context of widespread national vulnerability, suggests its policies or academic culture effectively discourage the most severe forms of this practice, prioritizing more significant contributions over sheer volume.