| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.021 | 0.401 |
|
Retracted Output
|
0.192 | 0.228 |
|
Institutional Self-Citation
|
-0.719 | 2.800 |
|
Discontinued Journals Output
|
0.228 | 1.015 |
|
Hyperauthored Output
|
-0.192 | -0.488 |
|
Leadership Impact Gap
|
2.991 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
1.536 | 2.965 |
Tyumen State Medical University presents a robust scientific integrity profile, characterized by a low overall risk score (0.014) and notable strengths in mitigating systemic national vulnerabilities. The institution demonstrates exceptional control in areas such as Institutional Self-Citation, Multiple Affiliations, and Output in Institutional Journals, effectively insulating itself from higher-risk trends prevalent in the Russian Federation. These strengths suggest a culture of external validation and clear attribution. However, areas requiring strategic attention include a medium risk for Redundant Output and, most significantly, a high Gap between the impact of its total output and that of its internally-led research, which signals a potential dependency on external collaborations for prestige. The university's key thematic strengths, as identified by SCImago Institutions Rankings data, lie in Medicine and Biochemistry, Genetics and Molecular Biology. While the institution's specific mission statement was not localized for this report, these identified risks, particularly those related to research dependency and publication quality, could challenge the core tenets of academic excellence and social responsibility inherent to any leading medical university. A proactive focus on strengthening internal research leadership and reinforcing publication due diligence will be crucial for ensuring long-term scientific sovereignty and impact.
The institution's Z-score of -1.021 contrasts sharply with the national average of 0.401. This demonstrates a clear operational divergence from the national context, where multiple affiliations are more common. The university's very low rate suggests a successful preventive isolation from risk dynamics observed elsewhere in the country. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. The university’s profile indicates strong governance in this area, ensuring that institutional credit is attributed with clarity and integrity, avoiding practices like “affiliation shopping.”
With a Z-score of 0.192, the institution's rate of retractions is slightly lower than the national average of 0.228, though both fall within a medium-risk band. This suggests a differentiated management approach, where the university appears to moderate this risk more effectively than its national peers. Retractions are complex, but a rate significantly above the global average can alert to a vulnerability in an institution's integrity culture. The current level indicates that while quality control mechanisms are not failing systemically, a proactive review of pre-publication supervision could further strengthen methodological rigor and safeguard the university's reputation.
The university maintains a Z-score of -0.719, positioning it as a low-risk outlier in a national context with a significant-risk Z-score of 2.800. This stark difference indicates that the institution acts as an effective filter against a widespread national trend. A high rate of self-citation can signal scientific isolation or 'echo chambers' that inflate impact through endogamous dynamics. By maintaining a low rate, the university demonstrates a commitment to external scrutiny and global community recognition, successfully avoiding the risk of its academic influence being oversized by internal validation rather than broader scholarly engagement.
The institution's Z-score of 0.228 is considerably lower than the national average of 1.015, although both are in the medium-risk category. This points to a more differentiated management of publication channels compared to the national trend. A high proportion of output in such journals is a critical alert regarding due diligence. The university's score, while better than the average, still indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, suggesting a need to enhance information literacy to avoid reputational risks and the misallocation of resources to low-quality practices.
With a Z-score of -0.192, the institution's rate is slightly higher than the national average of -0.488, though both remain at a low-risk level. This subtle difference points to an incipient vulnerability that warrants observation. While extensive author lists are legitimate in 'Big Science,' their appearance in other contexts can indicate author list inflation, which dilutes individual accountability. The university's current profile is healthy, but this slight elevation is a signal to ensure that collaborative practices remain transparent and that honorary or political authorship is actively discouraged.
The institution exhibits a Z-score of 2.991, indicating high exposure to this risk and a significant deviation from the national average of 0.389. A wide positive gap suggests that the university's scientific prestige is heavily dependent on external partners and may not be structural. This high value warns that its strong performance in excellence metrics could result more from strategic positioning in collaborations where it does not exercise intellectual leadership, rather than from its own internal capacity. This poses a sustainability risk and calls for a strategic reflection on fostering endogenous research leadership.
The institution's Z-score of -1.413 is well within the very low-risk category, consistent with the low-risk national average of -0.570. This low-profile consistency demonstrates an absence of the risk signals associated with hyperprolificacy. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. The university’s data confirms a healthy distribution of academic productivity, steering clear of dynamics like coercive authorship or the prioritization of metrics over the integrity of the scientific record.
With a Z-score of -0.268, the university shows a very low reliance on its own journals, marking a preventive isolation from the medium-risk national trend (Z-score 0.979). Excessive dependence on in-house journals can create conflicts of interest and academic endogamy, as production may bypass independent external peer review. The institution’s approach avoids this risk, enhancing the global visibility and competitive validation of its research by prioritizing external, impartial evaluation channels over potentially fast-tracking publications internally.
The institution's Z-score of 1.536 indicates a medium risk, but it also shows relative containment when compared to the country's significant-risk Z-score of 2.965. This suggests that while the university is not immune to this issue, it operates with more control than the national average. A high value in this indicator alerts to the practice of 'salami slicing'—dividing a study into minimal units to artificially inflate productivity. The university's moderate score serves as an alert to reinforce policies that encourage the publication of significant, coherent studies over fragmented outputs that can distort scientific evidence.
