| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.220 | 0.401 |
|
Retracted Output
|
3.648 | 0.228 |
|
Institutional Self-Citation
|
1.862 | 2.800 |
|
Discontinued Journals Output
|
4.908 | 1.015 |
|
Hyperauthored Output
|
-1.162 | -0.488 |
|
Leadership Impact Gap
|
0.533 | 0.389 |
|
Hyperprolific Authors
|
-1.109 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
4.315 | 2.965 |
The Financial University Under the Government of the Russian Federation presents a complex integrity profile, with an overall risk score of 2.194 indicating a medium level of vulnerability. The institution demonstrates exceptional strengths and robust governance in authorship practices, reflected by very low-risk scores for Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals. However, these strengths are offset by critical weaknesses in publication ethics, with significant-risk alerts for Retracted Output, Output in Discontinued Journals, and Redundant Output. According to SCImago Institutions Rankings data, the university holds a leadership position within the Russian Federation in key thematic areas, including Economics, Econometrics and Finance (ranked #2), Business, Management and Accounting (#3), and Agricultural and Biological Sciences (#3). The detected high-risk indicators directly challenge the university's mission "to contribute to development of Russian Federation through the upbringing of harmoniously developed and socially responsible persons." Practices such as publishing in discontinued journals or fragmenting research undermine social responsibility and scientific excellence, potentially compromising the institution's long-term impact. A strategic review of publication quality control and research ethics training is recommended to align its scientific practices with its esteemed academic reputation and core mission.
The institution's Z-score of -0.220 is notably lower than the national average of 0.401. This contrast suggests a high degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating the systemic risks related to affiliation strategies that are more prevalent across the country. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. The university's prudent profile indicates that its policies effectively prevent such practices, ensuring affiliations reflect genuine collaboration rather than "affiliation shopping."
With a Z-score of 3.648, the institution's rate of retractions is critically higher than the national average of 0.228. This severe discrepancy indicates that the university is not just participating in but actively amplifying a vulnerability present in the national system. Retractions can sometimes signify responsible error correction, but a rate this far above the norm alerts to a systemic failure in pre-publication quality control. This suggests a significant vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management.
The university's Z-score of 1.862 is considerably lower than the national average of 2.800. This demonstrates a pattern of relative containment; although a medium-risk signal for self-citation exists, the institution operates with more control and order than the national average, which faces a significant risk in this area. While some self-citation reflects the continuity of research lines, high rates can create 'echo chambers' that inflate impact without external scrutiny. The university's more moderate score suggests it is less prone to this risk, maintaining a healthier balance between internal validation and engagement with the global scientific community.
The institution exhibits a critically high Z-score of 4.908, starkly contrasting with the country's medium-risk average of 1.015. This finding suggests a risk accentuation, where the university amplifies vulnerabilities present in the national system to an alarming degree. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a significant portion of the university's scientific production is being channeled through media that fail to meet international ethical or quality standards, exposing it to severe reputational risks and signaling an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -1.162, the institution shows a complete absence of risk signals in this area, performing even better than the country's low-risk average of -0.488. This demonstrates low-profile consistency, where the university's clean record aligns with a national standard that is also free of major concerns. Outside of 'Big Science' contexts, high rates of hyper-authorship can indicate author list inflation and dilute accountability. The university's very low score confirms that its authorship practices are transparent and reflect legitimate, appropriately sized collaborations.
The institution's Z-score of 0.533 is higher than the national average of 0.389, though both fall within the medium-risk category. This indicates a high exposure, suggesting the university is more prone than its national peers to showing a dependency on external partners for its citation impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This result invites reflection on whether the university's excellence metrics are derived from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -1.109 is exceptionally low, well below the country's already low-risk average of -0.570. This reflects a state of low-profile consistency, where the absence of risk signals at the institutional level is in perfect harmony with the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship. The university's score indicates a healthy research environment that prioritizes the quality and integrity of the scientific record over sheer quantitative output.
The university's Z-score of -0.268 is extremely low, positioning it in stark contrast to the national average of 0.979, which indicates a medium-level risk. This demonstrates a pattern of preventive isolation, where the institution consciously avoids the risk dynamics observed in its environment. While in-house journals can be valuable, excessive dependence on them creates conflicts of interest and risks academic endogamy. The university's decision to publish externally ensures its research undergoes independent peer review, thereby avoiding the use of internal channels as 'fast tracks' and strengthening its global visibility.
With a Z-score of 4.315, the institution's rate of redundant output is critically high, significantly exceeding the country's already problematic average of 2.965. This score is a global red flag, indicating that the university leads risk metrics in a country already highly compromised in this area. Massive bibliographic overlap between publications suggests a widespread practice of data fragmentation or 'salami slicing' to artificially inflate productivity. This practice distorts the available scientific evidence and overburdens the review system, prioritizing volume over the generation of significant new knowledge and requiring urgent corrective action.
