| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.296 | 0.401 |
|
Retracted Output
|
-0.550 | 0.228 |
|
Institutional Self-Citation
|
7.720 | 2.800 |
|
Discontinued Journals Output
|
2.453 | 1.015 |
|
Hyperauthored Output
|
-1.338 | -0.488 |
|
Leadership Impact Gap
|
-1.010 | 0.389 |
|
Hyperprolific Authors
|
-0.882 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
9.238 | 2.965 |
Kazan State Power Engineering University presents a highly polarized integrity profile, with an overall score of 0.912 that reflects both exceptional strengths and critical vulnerabilities. The institution demonstrates outstanding governance in several key areas, maintaining very low-risk levels for retracted output, hyper-authorship, dependency on external leadership for impact, and use of institutional journals. These strengths suggest a solid foundation of scientific rigor and autonomy. However, this positive performance is severely undermined by two global red flags: an extremely high rate of Institutional Self-Citation and an alarming rate of Redundant Output (Salami Slicing), both of which significantly exceed the already high national averages. These indicators point to systemic pressures that may prioritize publication volume over quality and external validation. According to SCImago Institutions Rankings data, the University has established a notable position in Agricultural and Biological Sciences, ranking 8th in the Russian Federation. While the specific mission statement was not available, these identified risks directly threaten any institutional goal centered on academic excellence and social responsibility, as they can erode the credibility of its research and compromise its strong thematic areas. The University is encouraged to leverage its evident strengths in quality control to implement targeted reforms in its publication and citation strategies, thereby aligning its practices with its clear potential for leadership and ensuring the long-term integrity of its scientific contributions.
The University shows a Z-score of -0.296, contrasting with the national average of 0.401. This demonstrates strong institutional resilience, as the University maintains a low-risk profile despite a national context where strategic affiliations are more common. This suggests that internal governance and affiliation policies are effectively mitigating the systemic risks observed in the broader environment. While multiple affiliations can be a legitimate outcome of collaboration, the University’s controlled rate indicates that its practices are well-managed, avoiding signals that could be interpreted as attempts to artificially inflate institutional credit.
With a Z-score of -0.550, the University demonstrates a commendable preventive isolation from the risk dynamics observed nationally (Z-score: 0.228). This near-total absence of risk signals indicates that the institution's quality control mechanisms prior to publication are robust and effective, preventing the types of systemic failures that can lead to retractions. This performance is a strong positive indicator of a healthy integrity culture, where methodological rigor is prioritized and potential errors are likely corrected responsibly before publication, safeguarding the scientific record.
The University's Z-score of 7.720 for Institutional Self-Citation represents a global red flag, significantly amplifying a risk that is already highly compromised at the national level (Z-score: 2.800). This extreme value signals a critical level of scientific isolation, creating an 'echo chamber' where the institution's work may be validated internally without sufficient external scrutiny. Such a disproportionately high rate warns of severe endogamous impact inflation, suggesting that the institution's perceived academic influence could be oversized by internal dynamics rather than by genuine recognition from the global scientific community, a practice that requires urgent review.
The University exhibits a Z-score of 2.453, which indicates a higher exposure to this risk compared to the national average (Z-score: 1.015), even though both operate within a medium-risk environment. This heightened score constitutes a critical alert regarding the institution's due diligence in selecting dissemination channels. It suggests that a significant portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy among its researchers to avoid channeling resources into 'predatory' or low-quality publications.
The University maintains a Z-score of -1.338, which is well below the already low-risk national average of -0.488. This demonstrates low-profile consistency, where the complete absence of risk signals aligns with, and even improves upon, the national standard. This very low score indicates that authorship practices at the institution are transparent and well-governed, with no evidence of the author list inflation that can dilute individual accountability. It reflects a responsible approach to assigning credit that is consistent with legitimate collaborative norms.
The University's Z-score of -1.010 marks a clear case of preventive isolation from the national trend (Z-score: 0.389). While the broader environment suggests a reliance on external partners for impact, the University's very low score indicates remarkable scientific autonomy and sustainability. This result suggests that its scientific prestige is not dependent on exogenous factors but is built upon genuine internal capacity and intellectual leadership. This is a powerful indicator of a research ecosystem where excellence is structural and self-driven, rather than a byproduct of strategic positioning in external collaborations.
With a Z-score of -0.882, the University displays a prudent profile that is more rigorous than the national standard (Z-score: -0.570). Both the institution and the country operate in a low-risk context for this indicator, but the University’s even lower score suggests a particularly well-managed process. This indicates a healthy balance between quantity and quality in research output, effectively discouraging practices such as coercive or honorary authorship. The data suggests an environment where meaningful intellectual contribution is valued over sheer publication volume.
The University's Z-score of -0.268 signifies a successful preventive isolation from the national context, where publishing in institutional journals presents a medium risk (Z-score: 0.979). This very low score demonstrates a strong commitment to independent, external peer review, thereby avoiding the conflicts of interest and academic endogamy that can arise from excessive reliance on in-house journals. By favoring external validation, the institution enhances the global visibility and credibility of its research, ensuring its work is assessed through standard competitive channels rather than internal 'fast tracks'.
This indicator presents a global red flag for the University, with an extremely high Z-score of 9.238 that far surpasses the already critical national average (Z-score: 2.965). This score indicates that the University is a leader in a risk metric within a country already highly compromised. Such a massive and recurring bibliographic overlap between publications alerts to a potential systemic practice of 'salami slicing'—dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. This practice severely distorts the scientific evidence base, overburdens the review system, and prioritizes volume over the generation of significant new knowledge, demanding immediate and decisive intervention.
