| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.597 | 0.401 |
|
Retracted Output
|
0.079 | 0.228 |
|
Institutional Self-Citation
|
1.945 | 2.800 |
|
Discontinued Journals Output
|
-0.438 | 1.015 |
|
Hyperauthored Output
|
-0.302 | -0.488 |
|
Leadership Impact Gap
|
2.174 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
1.477 | 2.965 |
EA Wagner Perm State Medical University presents a robust scientific integrity profile, with an overall score of -0.127 that indicates performance slightly above the global average. The institution demonstrates significant strengths in areas of operational governance, showing very low risk in the Rate of Multiple Affiliations, Output in Discontinued Journals, Hyperprolific Authors, and Output in Institutional Journals. These results suggest a strong internal culture of compliance and a commitment to high-quality dissemination channels. However, areas requiring strategic attention include a medium-risk exposure to Institutional Self-Citation, Redundant Output, and a notable Gap between the impact of its total output and that of its internally-led research. According to SCImago Institutions Rankings data, the university's core strength lies in Medicine, where it holds a competitive position within the Russian Federation. While a specific mission statement was not available for analysis, these identified risks—particularly those suggesting insular validation and dependency on external leadership for impact—could challenge any institutional ambition for global scientific excellence and social responsibility. To build upon its solid foundation, the university is encouraged to focus on strengthening its internal research leadership and promoting practices that ensure its impact is both externally validated and structurally sustainable.
The institution exhibits a Z-score of -1.597, a figure that stands in stark contrast to the national average of 0.401. This demonstrates a clear case of preventive isolation, where the university does not replicate the risk dynamics observed in its national environment. While multiple affiliations can be a legitimate outcome of academic collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university’s very low score indicates that its affiliation practices are well-governed and transparent, effectively avoiding any perception of "affiliation shopping" and reinforcing a culture of clear and accountable academic contribution.
With a Z-score of 0.079 compared to the national average of 0.228, the institution demonstrates differentiated management of this risk. Although both the university and the country operate within a medium-risk band, the institution’s lower score suggests its control mechanisms are more effective than its national peers. Retractions are complex events, and a rate significantly above average can alert to systemic failures in pre-publication quality control. In this context, the university's score points to a potential vulnerability but also indicates a comparatively better handling of research integrity, suggesting that its supervision and review processes are moderating a risk that is more pronounced at the national level.
The institution's Z-score of 1.945 is a medium-risk signal, yet it shows relative containment when compared to the country's significant-risk average of 2.800. This indicates that while the university is not immune to practices that can lead to scientific isolation, it operates with more control than the national trend. A high rate of institutional self-citation can create 'echo chambers' where work is validated internally without sufficient external scrutiny, leading to endogamous impact inflation. The university's score serves as a warning to actively promote broader engagement with the global scientific community to ensure its academic influence is a reflection of external recognition, not just internal dynamics.
The university's Z-score of -0.438 is exceptionally low, especially when contrasted with the national medium-risk average of 1.015. This profile suggests a successful preventive isolation from a problematic national trend. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels, often exposing an institution to reputational damage from 'predatory' practices. The university’s excellent score in this area indicates a strong commitment to information literacy and quality assurance, ensuring its research is channeled through reputable media that meet international ethical standards.
The institution's Z-score of -0.302 is slightly higher than the national average of -0.488, though both fall within the low-risk category. This minor difference points to an incipient vulnerability that warrants observation. While extensive author lists are normal in certain 'Big Science' fields, their appearance elsewhere can indicate author list inflation, which dilutes individual accountability. The university's score is statistically normal, but the slight upward deviation from the national baseline suggests that a proactive review of authorship policies could be beneficial to ensure all collaborations are transparent and free from 'honorary' or political authorship practices before this signal escalates.
The institution shows a Z-score of 2.174, indicating a high exposure to this risk, particularly when compared to the national average of 0.389. This wide positive gap signals a potential sustainability risk, suggesting that the university's scientific prestige may be overly dependent on external partners rather than its own structural capacity. A high value here invites critical reflection on whether the institution's excellence metrics are the result of genuine internal innovation or strategic positioning in collaborations where it does not exercise intellectual leadership. Addressing this dependency is crucial for building a resilient and autonomous research ecosystem.
With a Z-score of -1.413, the institution demonstrates a very low risk in this area, consistent with the country's low-risk average of -0.570. This low-profile consistency indicates the absence of risk signals related to extreme individual productivity. Extreme publication volumes can challenge the limits of meaningful intellectual contribution and may point to issues like coercive authorship or 'salami slicing'. The university's score reflects a healthy balance between quantity and quality, suggesting that its researchers' productivity levels are reasonable and do not raise concerns about the integrity of their scientific contributions.
The institution's Z-score of -0.268 is very low, marking a clear and positive divergence from the national medium-risk average of 0.979. This reflects a state of preventive isolation, where the university avoids the risks associated with academic endogamy. Excessive dependence on in-house journals can create conflicts of interest and allow research to bypass rigorous external peer review. The university's minimal reliance on such channels demonstrates a strong commitment to global visibility and competitive validation, ensuring its scientific production is assessed by independent international standards.
The university's Z-score of 1.477 places it in the medium-risk category, but it demonstrates relative containment compared to the country's critical Z-score of 2.965. This suggests that while the institution is exposed to the practice of fragmenting studies into 'minimal publishable units' to inflate productivity, its internal controls are more effective than the national norm. This practice, also known as 'salami slicing,' distorts the scientific evidence base and overburdens the review system. The university's score, while better than the national average, is an alert that this behavior exists and requires targeted policies to promote the publication of more significant, coherent bodies of work.
