| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.950 | 0.401 |
|
Retracted Output
|
0.070 | 0.228 |
|
Institutional Self-Citation
|
6.748 | 2.800 |
|
Discontinued Journals Output
|
6.724 | 1.015 |
|
Hyperauthored Output
|
-1.339 | -0.488 |
|
Leadership Impact Gap
|
0.479 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
5.960 | 2.965 |
Moscow State University of Civil Engineering presents a dual profile in scientific integrity, with an overall risk score of 1.695 indicating a combination of robust governance in some areas and critical vulnerabilities in others. The institution demonstrates exceptional strengths in maintaining low rates of multiple affiliations, hyper-authored output, hyperprolific authors, and publication in its own journals, suggesting a solid foundation in authorship ethics and a commitment to external validation. These strengths support its prominent national standing in key thematic areas, including its Top 15 rankings in Earth and Planetary Sciences and Energy, as well as Top 30 rankings in Engineering and Environmental Science, according to SCImago Institutions Rankings data. However, this positive performance is severely undermined by significant risks in institutional self-citation, publication in discontinued journals, and redundant output. These practices directly conflict with the university's mission to achieve a "world-class standard" and maximize "scientific and intellectual potential," as they suggest a focus on inflating metrics rather than generating genuine, innovative impact. To fully align its practices with its strategic vision, the university should leverage its clear strengths in authorial governance to urgently reform its publication and citation strategies, thereby ensuring its scientific output is not only prolific but also credible, transparent, and truly impactful on a global scale.
The institution exhibits an exemplary profile with a Z-score of -0.950, in stark contrast to the national average of 0.401. This demonstrates a clear preventive isolation, where the university successfully avoids the risk dynamics observed across the Russian Federation. While multiple affiliations can be a legitimate outcome of collaboration, the institution's very low rate indicates a strong defense against strategic "affiliation shopping" or other practices aimed at artificially inflating institutional credit. This result signals a commendable focus on transparent and accurately attributed research output, setting a high standard of integrity in an environment where such risks are more prevalent.
With a Z-score of 0.070, the institution's performance is notably more controlled than the national average of 0.228, even though both fall within a medium-risk context. This suggests a differentiated management approach, where the university appears to moderate a risk that is common within the country. Retractions are complex events, and a rate significantly higher than average can alert to systemic failures in quality control. In this case, the university’s lower score indicates that its pre-publication review and supervision mechanisms, while not entirely immune to issues, are comparatively more effective than those of its national peers, reflecting a more rigorous handling of potential methodological or ethical lapses.
The institution's Z-score of 6.748 is a global red flag, drastically exceeding the already significant national average of 2.800. This score indicates that the university is a leader in risk metrics within a country already facing high levels of this practice. While some self-citation reflects ongoing research, 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 dynamic points toward severe endogamous impact inflation, suggesting the institution's perceived academic influence may be dangerously oversized by internal dynamics rather than genuine recognition from the global scientific community, demanding an urgent review of citation practices.
The institution's Z-score of 6.724 represents a significant risk, sharply amplifying the vulnerabilities present in the national system, which has a medium-risk score of 1.015. This accentuation of risk is a critical alert regarding the institution's due diligence in selecting publication venues. A high proportion of output in discontinued journals indicates that a substantial amount of research 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 need to improve information literacy among its researchers to prevent the waste of intellectual and financial resources on 'predatory' or low-integrity platforms.
With a Z-score of -1.339, the institution demonstrates low-profile consistency, showing an absence of risk signals that aligns perfectly with the low-risk national standard (Z-score of -0.488). This result indicates that authorship practices at the university are well-calibrated and transparent. The lack of hyper-authorship signals that the institution effectively distinguishes between necessary large-scale collaboration and questionable practices like 'honorary' authorships, thereby upholding individual accountability and ensuring that author lists accurately reflect meaningful contributions.
The institution's Z-score of 0.479 indicates a higher exposure to risk compared to the national average of 0.389. This suggests the university is more prone than its peers to showing a dependency on external collaborations for its citation impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential sustainability risk. This result invites reflection on whether the institution's prestige is derived from its own structural capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership, highlighting a vulnerability in its long-term scientific autonomy.
The institution's Z-score of -1.413 is exceptionally low, indicating a robust and healthy research environment that aligns with the low-risk national standard (Z-score of -0.570). This low-profile consistency demonstrates a strong institutional culture that prioritizes quality over sheer volume of publications. The absence of hyperprolific authors suggests that the university successfully avoids the risks associated with coercive authorship or metric-driven behaviors, fostering an environment where meaningful intellectual contribution is valued over artificially inflated publication counts.
With a Z-score of -0.268, the institution demonstrates preventive isolation from a risk that is present at a medium level in the national context (Z-score of 0.979). This very low rate of publication in its own journals is a strong positive signal. It indicates that the university actively avoids the potential conflicts of interest and academic endogamy that can arise when an institution acts as both judge and party in the publication process. By prioritizing external, independent peer review, the university enhances the global visibility and credibility of its research, steering clear of using internal channels as potential 'fast tracks' for publication.
The institution's Z-score of 5.960 is a global red flag, positioning it as a leader in this high-risk metric within a country already compromised by this issue (national Z-score of 2.965). This extremely high value provides a critical alert for the practice of 'salami slicing,' where coherent studies are fragmented into minimal publishable units to artificially inflate productivity. This behavior not only distorts the scientific record and overburdens the peer-review system but also signals a culture that may prioritize volume of output over the generation of significant, new knowledge. An urgent audit of publication ethics and authorship guidelines is required to address this systemic issue.
