| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.100 | 0.401 |
|
Retracted Output
|
-0.259 | 0.228 |
|
Institutional Self-Citation
|
3.244 | 2.800 |
|
Discontinued Journals Output
|
5.288 | 1.015 |
|
Hyperauthored Output
|
-1.329 | -0.488 |
|
Leadership Impact Gap
|
0.730 | 0.389 |
|
Hyperprolific Authors
|
-0.959 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
2.261 | 2.965 |
Moscow Automobile and Road Construction State Technical University presents a complex integrity profile, with an overall risk score of 1.093 indicating areas of notable strength alongside significant vulnerabilities that require strategic intervention. The institution demonstrates robust governance in areas of individual authorship and affiliation management, showing commendable control over hyper-authorship, hyper-prolificacy, and output in institutional journals. These strengths provide a solid foundation for research integrity. However, this is contrasted by critical risks in publication strategy, specifically a significant rate of output in discontinued journals and an elevated level of institutional self-citation. These practices, coupled with a medium-risk gap in leadership impact, suggest that while the university possesses strong research capacity—as evidenced by its SCImago rankings in Earth and Planetary Sciences, Energy, and Environmental Science—its current dissemination and impact validation strategies may be hindering its global standing. Although the specific institutional mission was not localized for this report, these identified risks directly challenge the universal academic principles of excellence and social responsibility. To fully leverage its thematic strengths, the university is advised to implement a strategic review of its publication and citation policies, ensuring that its valuable scientific contributions are channeled through reputable venues and validated by the global scientific community, thereby securing a sustainable and credible international reputation.
The institution's Z-score of -0.100 is situated in a low-risk context, contrasting with the national average of 0.401, which indicates a medium-risk environment. This suggests a high degree of institutional resilience, where internal control mechanisms and affiliation policies appear to be successfully mitigating the systemic risks prevalent in the country. While multiple affiliations can be a legitimate outcome of collaboration, the university's controlled rate indicates it is effectively avoiding practices like "affiliation shopping" or strategic credit inflation, which appear to be more common nationally. This prudent management of academic identity reinforces the institution's commitment to transparent and accurate representation of its collaborative footprint.
With a Z-score of -0.259, the institution demonstrates a low rate of retractions, which is a positive signal when compared to the country's medium-risk score of 0.228. This differential points towards effective institutional resilience, suggesting that the university's pre-publication quality control mechanisms are more robust than the national standard. Retractions can sometimes signify responsible error correction, but a consistently low rate like this, especially in a higher-risk national context, indicates that systemic failures in methodological rigor or potential malpractice are being successfully prevented. This performance reflects a strong integrity culture that safeguards the quality and reliability of its scientific output before it reaches the public domain.
The institution exhibits a Z-score of 3.244, a significant risk level that surpasses the already high national average of 2.800. This positions the university as a global red flag, leading this risk metric within a country already highly compromised by this practice. A certain degree of self-citation is normal, but this disproportionately high rate signals a critical risk of operating in a scientific 'echo chamber,' where work is validated internally rather than by the broader scientific community. This dynamic of endogamous impact inflation creates a perception of influence that may not be recognized externally, potentially isolating the institution and undermining the credibility of its research contributions.
The university's Z-score for this indicator is 5.288, a significant risk level that dramatically amplifies the vulnerabilities already present in the national system, which has a medium-risk score of 1.015. This severe discrepancy indicates a systemic issue in the selection of publication venues. A high proportion of output in discontinued journals is a critical alert regarding due diligence, suggesting that a substantial part of the university's research is channeled through media failing to meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and suggests an urgent need to enhance information literacy among its researchers to avoid channeling valuable resources into predatory or low-impact publishing.
With a Z-score of -1.329, the institution maintains a very low-risk profile, which is even more conservative than the country's low-risk average of -0.488. This demonstrates a low-profile consistency, where the absence of risk signals aligns with, and even improves upon, the national standard. This indicates that the university's authorship practices are well-regulated and transparent. The data suggests a healthy distance from questionable practices like author list inflation or 'honorary' authorships, reinforcing a culture of individual accountability and ensuring that credit is assigned appropriately based on meaningful contributions.
The institution's Z-score of 0.730 places it at a medium-risk level, showing higher exposure to this vulnerability compared to the national average of 0.389. This score indicates a notable gap where the university's overall citation impact is significantly higher than the impact of the research it leads. This pattern signals a potential sustainability risk, suggesting that its scientific prestige may be overly dependent on external partners and exogenous factors rather than its own structural capacity. This invites a strategic reflection on whether the institution's excellence metrics are derived from genuine internal innovation or from a strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution presents a Z-score of -0.959, indicating a very low risk that is well below the country's low-risk average of -0.570. This finding demonstrates a low-profile consistency, where the university's practices are in line with a secure national environment. The absence of hyperprolific authors suggests a healthy balance between productivity and quality. It indicates that the institution is not fostering an environment susceptible to risks like coercive authorship or the artificial inflation of publication counts, instead promoting a culture where meaningful intellectual contribution is valued over sheer volume.
With a Z-score of -0.268, the institution registers a very low risk, showcasing a clear preventive isolation from the medium-risk dynamics observed at the national level (Z-score of 0.979). This demonstrates a commendable commitment to external validation and global visibility. By avoiding over-reliance on its own journals, the university mitigates potential conflicts of interest and the risk of academic endogamy, where research might bypass rigorous, independent peer review. This practice ensures that its scientific production is tested against international standards, strengthening its credibility and preventing the use of internal channels as 'fast tracks' for publication.
The institution's Z-score of 2.261 indicates a medium level of risk, which, while warranting attention, demonstrates relative containment when compared to the country's significant-risk average of 2.965. This suggests that although signals of data fragmentation or 'salami slicing' are present, the university operates with more control over this issue than the national average. This practice, where studies are divided into minimal publishable units to inflate productivity, distorts the scientific record. The university's more moderate score indicates that while some researchers may be engaging in this behavior, it is not as systemic as elsewhere, presenting an opportunity for targeted intervention to further protect the integrity of its research output.
