| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.568 | 0.401 |
|
Retracted Output
|
-0.005 | 0.228 |
|
Institutional Self-Citation
|
0.791 | 2.800 |
|
Discontinued Journals Output
|
-0.370 | 1.015 |
|
Hyperauthored Output
|
0.742 | -0.488 |
|
Leadership Impact Gap
|
2.671 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
1.174 | 2.965 |
Ural State Medical University presents a globally balanced integrity profile, with an overall score of -0.032 that reflects a combination of significant strengths in research governance and specific areas requiring strategic attention. The institution demonstrates exceptional control in preventing publication in discontinued journals, managing hyperprolific authorship, and avoiding academic endogamy through institutional journals. These strengths are counterbalanced by medium-risk signals in institutional self-citation, hyper-authorship, impact dependency, and redundant publication. According to SCImago Institutions Rankings data, the university's core thematic strengths are concentrated in Medicine (ranked 38th in the Russian Federation), Psychology (35th), and Arts and Humanities (70th). While the institution's mission was not specified, the identified vulnerabilities—particularly those related to impact dependency and potential publication inflation—could challenge universal academic values of excellence and social responsibility. To secure its reputation and the long-term sustainability of its impact, the university is encouraged to leverage its robust governance in low-risk areas to develop targeted policies that address these moderate vulnerabilities, thereby ensuring its scientific contributions are both high-quality and structurally independent.
The institution's Z-score of -0.568 contrasts favorably with the national average of 0.401. This differential suggests a high degree of institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks of affiliation inflation observed at the national level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university’s prudent profile indicates that its policies effectively discourage strategic "affiliation shopping," ensuring that institutional credit is claimed appropriately and reflects genuine collaborative contributions rather than attempts to artificially boost rankings.
With a Z-score of -0.005, the institution maintains a low-risk profile in a national context showing moderate risk (Z-score: 0.228). This performance points to effective institutional resilience, suggesting that the university's quality control mechanisms are a robust filter against the factors leading to retractions elsewhere in the country. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, the university’s ability to keep this rate minimal indicates that its pre-publication review processes are likely succeeding in preventing the systemic methodological failures or recurring malpractice that can damage an institution's integrity culture.
The institution exhibits a medium-risk Z-score of 0.791, a figure that indicates relative containment when compared to the country's significant-risk average of 2.800. Although risk signals are present, the university operates with more control than the national trend. Nevertheless, this score warns of a potential 'echo chamber' where research may be validated internally without sufficient external scrutiny. A certain level of self-citation is natural, but this value suggests a need to monitor for endogamous impact inflation, where academic influence might be oversized by internal dynamics rather than recognition from the global scientific community.
The institution's Z-score of -0.370 marks a state of preventive isolation from the problematic national trend, where the country average is a medium-risk 1.015. This very low score demonstrates that the university does not replicate the risk dynamics prevalent in its environment. It indicates that a strong culture of due diligence in selecting publication venues is in place, effectively protecting the institution from the severe reputational risks associated with predatory or low-quality journals. This practice ensures that research resources are not wasted and that scientific output is channeled through media that meet international ethical and quality standards.
With a Z-score of 0.742, the institution shows a moderate deviation from the national standard, which sits at a low-risk -0.488. This suggests the university has a greater sensitivity to factors leading to hyper-authorship than its peers. While extensive author lists are legitimate in 'Big Science' fields, this indicator serves as a signal to investigate whether this pattern is appropriate for the institution's disciplinary focus. The score warrants a review to distinguish between necessary massive collaborations and potential 'honorary' authorship practices, which can dilute individual accountability and transparency.
The institution's Z-score of 2.671, while in the same medium-risk category as the national average of 0.389, reveals a significantly higher exposure to this risk. This wide positive gap suggests that the institution's scientific prestige is heavily dependent on external partners and may not be structural. A high value here signals a sustainability risk, inviting reflection on whether the university's excellence metrics result from its own internal capacity for intellectual leadership or from strategic positioning in collaborations where it does not lead the research, making its high-impact profile potentially exogenous and vulnerable.
The institution's Z-score of -1.413 is well within the very low-risk category, showing low-profile consistency with the national low-risk average of -0.570. The complete absence of risk signals in this area aligns with a healthy national standard. This indicates a sound balance between quantity and quality, suggesting that the university is not exposed to the risks of coercive authorship, data fragmentation, or assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates preventive isolation from the national tendency toward publishing in institutional journals (country Z-score: 0.979). This very low-risk profile shows that the university does not replicate the risk dynamics common in its environment. By avoiding excessive dependence on its in-house journals, the institution mitigates potential conflicts of interest and ensures its scientific production bypasses academic endogamy. This commitment to independent, external peer review enhances global visibility and prevents the use of internal channels as 'fast tracks' for inflating publication records without standard competitive validation.
The institution's Z-score of 1.174 places it in the medium-risk category, but this represents a state of relative containment compared to the country's critical average of 2.965. Although risk signals for 'salami slicing' are present, the university operates with more order than the national average. This value still serves as an alert to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. While better managed than in its environment, this tendency can distort the scientific evidence and overburden the review system, highlighting a need to reinforce policies that prioritize significant new knowledge over publication volume.