| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.191 | 0.401 |
|
Retracted Output
|
-0.249 | 0.228 |
|
Institutional Self-Citation
|
4.031 | 2.800 |
|
Discontinued Journals Output
|
4.942 | 1.015 |
|
Hyperauthored Output
|
-1.299 | -0.488 |
|
Leadership Impact Gap
|
-0.508 | 0.389 |
|
Hyperprolific Authors
|
-1.185 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
7.626 | 2.965 |
Kuban State Agrarian University presents a highly polarized scientific integrity profile, with an overall risk score of 1.142. The institution demonstrates exceptional strengths and robust governance in areas related to authorship practices, including very low rates of multiple affiliations, hyper-authorship, and hyperprolific authors, as well as minimal reliance on institutional journals. However, these strengths are critically undermined by significant vulnerabilities in three key areas: an extremely high rate of institutional self-citation, an alarming volume of publications in discontinued journals, and a severe rate of redundant output (salami slicing). These risks directly challenge the institution's capacity to project credible and sustainable excellence, even in its strongest thematic areas as identified by SCImago Institutions Rankings data, such as Earth and Planetary Sciences, Environmental Science, and Agricultural and Biological Sciences. While a specific mission statement was not available for analysis, such practices fundamentally conflict with universal academic values of rigor and social responsibility. The university possesses a solid foundation of integrity in its authorship protocols; leveraging this internal strength to urgently audit and reform its citation patterns and publication channel selection is essential to protect its academic reputation and ensure its contributions have genuine global impact.
The institution exhibits a Z-score of -1.191, indicating a very low risk, in stark contrast to the Russian Federation's national average of 0.401, which falls into a medium risk category. This demonstrates a clear case of preventive isolation, where the university does not engage in the risk dynamics observed more broadly across the country. While multiple affiliations can be legitimate, the institution's very low score confirms an absence of any strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a commendable adherence to transparent and straightforward academic crediting practices.
With a Z-score of -0.249, the institution maintains a low-risk profile, performing better than the national context, which has a medium-risk score of 0.228. This suggests a notable degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating the systemic risks more prevalent at the country level. Retractions can be complex, but a rate significantly lower than the national average indicates that the university's quality control and supervision mechanisms prior to publication are likely functioning effectively, preventing the kind of recurring malpractice or lack of methodological rigor that may be affecting its peers.
The institution presents a Z-score of 4.031, a significant risk level that is substantially higher than the country's already significant average of 2.800. This constitutes a global red flag, positioning the university as a leader in risk metrics within a national system that is already highly compromised. A certain level of self-citation is natural, but this disproportionately high rate signals a critical risk of a scientific 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This extreme value warns of severe endogamous impact inflation, suggesting the institution's academic influence is dangerously oversized by internal dynamics rather than by genuine recognition from the global community.
The university's Z-score of 4.942 is a significant risk indicator, drastically amplifying the vulnerability present in the national system, which has a medium-risk score of 1.015. This high score constitutes a critical alert regarding the institution's due diligence in selecting dissemination channels. It indicates that a significant portion of its scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and suggests an urgent and systemic need to improve information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publications.
The institution's Z-score of -1.299 places it in the very low-risk category, which is consistent with and even improves upon the low-risk national average of -0.488. This low-profile consistency demonstrates that the university's research culture effectively avoids the risks of author list inflation. The complete absence of risk signals in this area indicates that authorship is managed with high transparency and accountability, steering clear of practices like 'honorary' or political authorship that can dilute individual responsibility.
With a Z-score of -0.508, the institution shows a low-risk profile, demonstrating resilience against the national trend, which sits at a medium-risk score of 0.389. This favorable gap suggests that the university's scientific prestige is not overly dependent on external partners and is instead built on strong internal capacity. Unlike the national tendency, where a wider gap can signal that excellence is contingent on collaborations where intellectual leadership is not held, this institution's performance indicates that its impact metrics are a result of genuine, structural research capabilities.
The university has a Z-score of -1.185, a very low-risk value that aligns with the low-risk national standard of -0.570. This low-profile consistency indicates a healthy balance between productivity and academic rigor. The absence of risk signals suggests the institution is not exposed to dynamics such as coercive authorship or the prioritization of publication volume over scientific quality. This reflects a research environment where meaningful intellectual contribution is valued over the artificial inflation of publication metrics.
The institution's Z-score of -0.268 is in the very low-risk range, marking a significant and positive departure from the national average of 0.979, which is in the medium-risk category. This reflects a state of preventive isolation, where the university avoids the risks of academic endogamy prevalent in its environment. By not relying on its own journals, the institution demonstrates a strong commitment to independent, external peer review and global visibility. This practice mitigates potential conflicts of interest and ensures its scientific production is validated through standard competitive channels rather than internal 'fast tracks'.
The institution's Z-score for this indicator is 7.626, an extremely significant risk level that far surpasses the already critical national average of 2.965. This is a global red flag, indicating the university leads this problematic metric in a country already facing a serious challenge. Such a high value points to a systemic practice of 'salami slicing,' where studies are fragmented into minimal publishable units to artificially inflate productivity. This behavior severely distorts the available scientific evidence, overburdens the review system, and prioritizes publication volume over the generation of significant new knowledge, demanding urgent intervention.
