| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.974 | 0.401 |
|
Retracted Output
|
0.098 | 0.228 |
|
Institutional Self-Citation
|
1.467 | 2.800 |
|
Discontinued Journals Output
|
-0.380 | 1.015 |
|
Hyperauthored Output
|
-0.174 | -0.488 |
|
Leadership Impact Gap
|
1.266 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
2.155 | 2.965 |
The Central State Medical Academy of Department of Presidential Affairs demonstrates a generally positive scientific integrity profile, reflected in its overall risk score of 0.118. The institution exhibits significant strengths in its governance practices, particularly in avoiding publication in discontinued journals, publishing in its own journals, and managing hyperprolific authorship, where it maintains a very low-risk profile. However, areas requiring strategic attention include a high exposure to risks associated with multiple affiliations and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. As a specialized institution with a strong thematic focus in Medicine, where it ranks 54th in the Russian Federation according to SCImago Institutions Rankings data, its mission is implicitly tied to research excellence and social responsibility. While the institution's formal mission statement was not localized for this analysis, the identified vulnerabilities, especially those suggesting a dependency on external partners and potential inflation of productivity metrics, could challenge the perception of its internal capacity for innovation and leadership. By addressing these specific areas, the Academy can enhance its scientific sustainability and ensure its operational practices fully align with the highest standards of integrity expected of a leading medical institution.
The institution's Z-score for the Rate of Multiple Affiliations is 0.974, while the national average is 0.401. This indicates a higher exposure to this particular risk compared to the national environment. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's elevated rate suggests it is more prone than its peers to practices that could be perceived as strategic attempts to inflate institutional credit or “affiliation shopping,” warranting a review of its policies on author affiliation declarations.
With a Z-score of 0.098 for the Rate of Retracted Output, the institution performs better than the national average of 0.228. This suggests a differentiated management approach where the institution effectively moderates a risk that is more common in the country. Retractions are complex events, but a lower rate indicates that the institution's quality control mechanisms prior to publication are likely more robust than the national standard, helping to prevent the systemic failures or recurring malpractice that can lead to a higher volume of retracted work.
The institution shows a Z-score of 1.467 for the Rate of Institutional Self-Citation, demonstrating relative containment when compared to the country's critical Z-score of 2.800. Although a medium-level risk signal is present, the Academy operates with more control than the national average. A certain level of self-citation is natural, but the national context suggests a widespread risk of 'echo chambers'. The institution's ability to keep this rate below the national crisis level indicates a better balance, though continued monitoring is needed to ensure its academic influence is validated by the global community and not just internal dynamics.
The institution presents a Z-score of -0.380 for the Rate of Output in Discontinued Journals, a stark contrast to the national average of 1.015. This demonstrates a clear preventive isolation, as the institution does not replicate the high-risk dynamics observed across the country. A high proportion of output in such journals constitutes a critical alert, but the Academy's very low score indicates strong due diligence in selecting dissemination channels. This protects its reputation and ensures research resources are not wasted on 'predatory' or low-quality publishing practices prevalent elsewhere.
For the Rate of Hyper-Authored Output, the institution's Z-score is -0.174, slightly higher than the national average of -0.488. This points to an incipient vulnerability, where the institution shows early signals that warrant review before they escalate. While extensive author lists are legitimate in some 'Big Science' fields, this slight uptick could be an early indicator of author list inflation or 'honorary' authorship practices. Monitoring this trend is advisable to ensure individual accountability and transparency in authorship contributions are maintained.
The institution's Z-score for the Gap between Impact of total output and the impact of output with leadership is 1.266, significantly higher than the national average of 0.389. This high exposure suggests the institution is more prone to a dependency on external partners for its impact. A wide positive gap signals a sustainability risk, where scientific prestige may be more exogenous than structural. This result invites a strategic reflection on whether the institution's excellence metrics result from its own internal capacity for intellectual leadership or from its positioning in collaborations where it plays a supporting role.
With a Z-score of -1.413 for the Rate of Hyperprolific Authors, the institution shows a very low-risk profile, well below the national average of -0.570. This reflects a low-profile consistency, where the absence of risk signals aligns with the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The institution's excellent score in this area indicates a healthy balance between quantity and quality, successfully avoiding the risks of coercive authorship or other practices that prioritize metrics over scientific integrity.
The institution has a Z-score of -0.268 for the Rate of Output in Institutional Journals, while the national average stands at 0.979. This score signifies a successful preventive isolation from a risk prevalent in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy. The Academy's very low rate demonstrates a strong commitment to independent, external peer review and global visibility, avoiding the use of internal channels as potential 'fast tracks' to inflate publication counts.
For the Rate of Redundant Output, the institution's Z-score is 2.155, which indicates relative containment compared to the country's critical average of 2.965. Although a medium-level risk is present, the institution operates with more order than the national context. Massive bibliographic overlap often indicates 'salami slicing'—the practice of fragmenting a study to artificially inflate productivity. While the institution is not immune to this issue, its ability to maintain a rate below the national crisis level suggests its internal controls are more effective at promoting the publication of significant, coherent new knowledge.
