| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.525 | 0.401 |
|
Retracted Output
|
-0.447 | 0.228 |
|
Institutional Self-Citation
|
2.123 | 2.800 |
|
Discontinued Journals Output
|
0.031 | 1.015 |
|
Hyperauthored Output
|
-0.743 | -0.488 |
|
Leadership Impact Gap
|
0.879 | 0.389 |
|
Hyperprolific Authors
|
-0.913 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
0.150 | 2.965 |
D. Mendeleev University of Chemical Technology presents a robust scientific integrity profile, with an overall risk score of -0.178 indicating performance that is healthier than the global average. The institution demonstrates significant strengths in areas of individual and institutional conduct, with very low risk signals for Retracted Output, Hyperprolific Authors, and Output in Institutional Journals. These results suggest strong internal quality controls and a culture that prioritizes genuine academic contribution. However, areas requiring strategic attention include a medium-risk exposure to Institutional Self-Citation, a dependency on external collaborations for impact (Gap between Impact of total output and the impact of output with leadership), and a moderate tendency towards Redundant Output. According to SCImago Institutions Rankings data, the university's scientific leadership is most prominent in Environmental Science (ranked 6th nationally), Biochemistry, Genetics and Molecular Biology (9th), and Pharmacology, Toxicology and Pharmaceutics (10th). As the institution's specific mission statement was not available for this analysis, a direct alignment assessment is not possible. Nevertheless, the identified risks, particularly those related to impact dependency and potential academic endogamy, could challenge any mission centered on achieving self-sustaining global excellence and leadership. A proactive strategy would involve leveraging the institution's clear governance strengths to develop targeted policies that mitigate these medium-risk vulnerabilities, thereby ensuring its reputational integrity and the long-term sustainability of its research enterprise.
The institution shows a Z-score of -0.525, which contrasts favorably with the national average of 0.401. This difference suggests a high degree of institutional resilience, as the university's control mechanisms appear to successfully mitigate systemic risks prevalent in the country. While multiple affiliations can be legitimate, the institution's low rate indicates it is not engaging in practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining clear and transparent academic accounting.
With a Z-score of -0.447 against a national average of 0.228, the institution demonstrates a state of preventive isolation from the risk dynamics observed in its environment. This exceptionally low rate of retractions is a strong positive signal. While some retractions reflect honest correction, a near-absence suggests that the university's quality control and supervision mechanisms prior to publication are functioning effectively, preventing the kind of systemic failures or recurring malpractice that can damage an institution's integrity culture.
The institution's Z-score of 2.123 indicates a medium risk, which, while significant, demonstrates relative containment compared to the critical national average of 2.800. Although the university operates with more control than its national peers, this value still warrants attention. A certain level of self-citation is natural, but this rate could signal the formation of 'echo chambers' where research is validated internally without sufficient external scrutiny. This practice carries the risk of endogamous impact inflation, where academic influence is oversized by internal dynamics rather than recognition from the global scientific community.
The university's Z-score of 0.031 is significantly lower than the national average of 1.015, even though both fall within a medium-risk classification. This points to differentiated management, where the institution effectively moderates a risk that appears more common across the country. A high proportion of publications in such journals is a critical alert regarding due diligence. The university's better-than-average performance suggests it is more successful in guiding its researchers away from predatory or low-quality channels, thus protecting its resources and reputation from unethical publishing practices.
The institution maintains a prudent profile with a Z-score of -0.743, which is more rigorous than the national standard of -0.488. This low score indicates that authorship practices at the university are well-managed and align with disciplinary norms. It suggests an absence of author list inflation, a practice that can dilute individual accountability and transparency. This responsible approach reinforces the credibility of its collaborative research and avoids signaling the presence of 'honorary' or political authorship.
With a Z-score of 0.879, the institution shows high exposure to this risk, exceeding the national average of 0.389. This wide positive gap, where overall impact is significantly higher than the impact of research led by the institution itself, signals a critical sustainability risk. It suggests that the university's scientific prestige may be largely dependent and exogenous, stemming from its role in collaborations where it does not exercise primary intellectual leadership. This invites strategic reflection on whether its excellence metrics reflect genuine internal capacity or a reliance on external partners.
The institution's Z-score of -0.913 reflects a complete absence of risk signals, a profile that is consistent with and even stronger than the low-risk national environment (Z-score of -0.570). The lack of authors with extreme publication volumes is a positive indicator of a healthy research culture. It suggests that the university fosters a balance between quantity and quality, successfully avoiding potential integrity risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, which can arise when metrics are prioritized over the scientific record.
The university's Z-score of -0.268 is exceptionally low, indicating a state of preventive isolation from the national trend, where the average Z-score is 0.979. By largely avoiding publication in its own journals, the institution sidesteps potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, which is essential for achieving global visibility and competitive validation, rather than using internal channels as potential 'fast tracks' to inflate publication counts.
The institution's Z-score of 0.150, while indicating a medium risk, shows significant relative containment when compared to the critical national average of 2.965. This suggests that while some research fragmentation may be present, the university is effectively managing a practice that is a severe and widespread issue nationally. This moderate score still serves as an alert for the potential practice of 'salami slicing'—dividing a coherent study into minimal publishable units to artificially inflate productivity. Continued vigilance is needed to ensure that research contributions prioritize significant new knowledge over volume.
