| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.630 | 0.401 |
|
Retracted Output
|
-0.240 | 0.228 |
|
Institutional Self-Citation
|
5.217 | 2.800 |
|
Discontinued Journals Output
|
0.336 | 1.015 |
|
Hyperauthored Output
|
-1.230 | -0.488 |
|
Leadership Impact Gap
|
-0.859 | 0.389 |
|
Hyperprolific Authors
|
-1.333 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
2.107 | 2.965 |
The Moscow Power Engineering Institute - Technical University demonstrates a robust scientific integrity profile, marked by an overall risk score of 0.034. This indicates a general alignment with best practices, particularly distinguished by exceptional performance in managing authorship standards and fostering independent research leadership. Key strengths are evident in the very low risk signals for Hyper-Authored Output, Hyperprolific Authors, the gap in impact between led and total output, and publication in institutional journals. However, this strong foundation is contrasted by two significant areas of vulnerability: a critical rate of Institutional Self-Citation and a medium-level risk of Redundant Output (Salami Slicing). These challenges require strategic attention to prevent the erosion of academic credibility. The institution's strong research performance, evidenced by its high national rankings in the SCImago Institutions Rankings for Computer Science, Physics and Astronomy, Engineering, and Mathematics, underscores its capacity for excellence. While a formal mission statement was not available for this analysis, the identified risks could undermine core academic values. High self-citation and data fragmentation practices conflict with the principles of external validation and impactful knowledge creation, which are fundamental to any mission of excellence and social responsibility. To secure its standing, the institution is encouraged to leverage its clear strengths in governance to develop targeted interventions that address these specific vulnerabilities, thereby ensuring its thematic leadership is built upon a foundation of unquestionable integrity.
The institution presents a Z-score of -0.630, contrasting with the national average of 0.401. This result suggests a high degree of institutional resilience, as the center effectively mitigates systemic risks related to affiliation practices that are more prevalent at the national level. While multiple affiliations can be a legitimate outcome of collaboration, the institution's low score indicates that its control mechanisms are successful in preventing strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This demonstrates a clear and well-managed policy regarding how researchers represent their institutional ties, reinforcing transparency and accountability.
With a Z-score of -0.240 compared to the country's medium-risk score of 0.228, the institution shows effective institutional resilience. It successfully avoids the higher national tendency for retractions, indicating that its quality control mechanisms prior to publication are robust. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, the institution’s ability to maintain a low rate in a higher-risk environment suggests its integrity culture and methodological rigor are strong, effectively preventing the systemic failures that can lead to a high volume of withdrawn publications.
The institution's Z-score of 5.217 is a critical alert, significantly surpassing the already high national average of 2.800. This pattern represents a global red flag, as the center not only participates in but leads the risk metrics within a national system already compromised by this issue. A certain level of self-citation is natural, but this disproportionately high rate signals a profound scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice creates a severe risk of endogamous impact inflation, suggesting that the institution's perceived academic influence may be critically oversized by internal dynamics rather than by genuine recognition from the global scientific community, demanding an urgent review of citation practices.
The institution's Z-score of 0.336 is notably lower than the national average of 1.015. This indicates a differentiated management approach, where the center successfully moderates risks that appear more common across the country. Although a medium-risk signal is present, the institution shows better control in its selection of publication venues. A high proportion of output in such journals can be a critical alert regarding due diligence, but the institution's relative moderation suggests that while some researchers may be channeling work through media that do not meet international standards, this is not as systemic a problem as it is nationally. Nonetheless, this remains an area where enhanced information literacy could prevent reputational risks and the misallocation of research efforts.
The institution records a Z-score of -1.230, which is well below the country's low-risk average of -0.488. This demonstrates low-profile consistency, where the complete absence of risk signals surpasses even the national standard. This score indicates that the institution's authorship practices are transparent and accountable, successfully distinguishing between necessary massive collaboration and the potential for 'honorary' or inflated author lists. The data suggests a culture where individual contributions are clearly defined and authorship is not diluted, reinforcing the integrity of its collaborative research.
With a Z-score of -0.859, the institution stands in stark contrast to the national average of 0.389. This signifies a state of preventive isolation, where the center does not replicate the risk dynamics of dependency observed in its environment. A wide positive gap can signal that an institution's prestige is reliant on external partners rather than its own intellectual leadership. The institution's negative score is a strong positive indicator, suggesting that its scientific prestige is structural and endogenous. This reflects a high degree of internal capacity, where the research led by its own authors achieves an impact consistent with or greater than its collaborative output, ensuring long-term scientific sustainability.
The institution's Z-score of -1.333 is significantly lower than the national average of -0.570. This reflects a state of low-profile consistency, where the absence of risk signals is even more pronounced than the already low-risk national standard. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution. The institution's very low score indicates a healthy balance between quantity and quality, suggesting that it is not exposed to risks such as coercive authorship or the assignment of credit without real participation. This points to a research environment that prioritizes the integrity of the scientific record over the inflation of productivity metrics.
The institution has a Z-score of -0.268, which is exceptionally low compared to the country's medium-risk average of 0.979. This demonstrates a clear preventive isolation, as the institution actively avoids the risk dynamics prevalent at the national level. While in-house journals can be valuable, excessive dependence on them raises concerns about academic endogamy and bypassing independent peer review. The institution's very low score indicates a strong commitment to external validation and global visibility, suggesting that its researchers consistently engage with the international scientific community rather than relying on internal channels that could be used as 'fast tracks' to inflate publication counts without competitive scrutiny.
The institution's Z-score of 2.107, while indicating a medium risk, shows relative containment when compared to the country's significant-risk average of 2.965. Although clear risk signals exist, this suggests the institution operates with more control over publication practices than the national norm. Massive bibliographic overlap between publications often indicates 'salami slicing'—the practice of dividing a study into minimal units to artificially inflate productivity. The institution's medium score is a warning that this practice may be present, potentially distorting the scientific evidence base. However, its ability to remain below the critical national threshold suggests that while vulnerabilities exist, they are not as deeply entrenched as elsewhere.
