| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.672 | 0.401 |
|
Retracted Output
|
0.277 | 0.228 |
|
Institutional Self-Citation
|
3.837 | 2.800 |
|
Discontinued Journals Output
|
1.018 | 1.015 |
|
Hyperauthored Output
|
-1.053 | -0.488 |
|
Leadership Impact Gap
|
-1.210 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
1.305 | 2.965 |
Lomonosov State Academy of Fine Chemical Technology presents a profile of notable strengths in research governance and intellectual autonomy, achieving an overall integrity score of 0.195. The institution demonstrates exceptional performance in areas that signal robust internal capacity, such as a very low dependency on external collaborations for impact, a near-absence of hyperprolific authorship, and minimal reliance on institutional journals. These strengths suggest a culture that prioritizes quality and independent validation. However, this positive outlook is critically undermined by a significant risk in institutional self-citation, which exceeds an already high national average, pointing to a potential 'echo chamber' that could limit global engagement. This, along with medium-level risks in publication retractions and redundant output, requires strategic attention. The Academy's strong academic positioning, evidenced by its SCImago Institutions Rankings within the Russian Federation, particularly in Arts and Humanities (20th), Computer Science (27th), Pharmacology, Toxicology and Pharmaceutics (32nd), and Social Sciences (33rd), provides a solid foundation for growth. To fully align with its mission of contributing to national scientific potential and fostering moral development, the institution must address the identified integrity vulnerabilities. By mitigating the risk of academic isolation and reinforcing best practices in publication ethics, the Academy can ensure its recognized thematic excellence translates into sustainable, globally recognized, and socially responsible impact.
The institution exhibits a Z-score of -0.672, contrasting with the national average of 0.401. This comparison suggests a high degree of institutional resilience. While the national context shows a medium-level tendency towards practices that could inflate institutional credit, the Academy maintains a low-risk profile. This indicates that its control mechanisms are effective in mitigating systemic risks present in its environment. The data suggests that the institution's collaborative affiliations are likely the result of legitimate researcher mobility and partnerships, rather than strategic attempts at “affiliation shopping,” reflecting a well-governed approach to academic collaboration.
With a Z-score of 0.277, which is nearly identical to the national average of 0.228, the institution's performance reflects a systemic pattern. The medium risk level for both the Academy and the country suggests that the factors contributing to retractions are likely shared across the national research ecosystem. Retractions are complex events; some signify responsible supervision through the correction of honest errors. However, a persistent medium rate suggests that pre-publication quality control mechanisms may be facing common challenges. This alignment with the national trend points to a shared vulnerability in integrity culture, warranting a review of methodological rigor to prevent recurring malpractice.
The institution's Z-score of 3.837 represents a global red flag, as it significantly surpasses the already high national average of 2.800. This result indicates that the Academy is a leader in risk metrics within a country already compromised in this area. While some self-citation reflects the continuity of research, such a disproportionately high rate signals a critical risk of scientific isolation and the formation of an 'echo chamber.' This practice suggests the institution's academic influence may be oversized by internal dynamics rather than validated by external scrutiny, creating a severe risk of endogamous impact inflation that could undermine its credibility within the global scientific community.
The institution's Z-score of 1.018 is almost perfectly aligned with the country's average of 1.015, indicating a systemic pattern of risk. This medium-level exposure for both the Academy and the nation points to a shared vulnerability regarding the selection of publication venues. A high proportion of output in such journals is a critical alert regarding due diligence, suggesting that a significant portion of scientific production may be channeled through media lacking international ethical or quality standards. This shared challenge exposes the institution to reputational risks and highlights a widespread, urgent need for improved information literacy to avoid channeling resources into 'predatory' or low-quality practices.
The institution demonstrates a prudent profile with a Z-score of -1.053, which is notably lower than the national average of -0.488. This indicates that the Academy manages its authorship processes with more rigor than the national standard. The low value suggests a culture that effectively distinguishes between necessary massive collaboration and practices like 'honorary' or political authorship. By maintaining clear and transparent authorship attribution, the institution reinforces individual accountability and avoids the risk of diluting intellectual contributions, setting a positive example within its context.
With a Z-score of -1.210, the institution shows a strong signal of preventive isolation from the national trend, where the average score is 0.389. While it is common for institutions to rely on external partners for impact, the Academy demonstrates the opposite. Its very low score indicates that its scientific prestige is not dependent on external leadership but is instead driven by its own structural capacity. This result suggests that the institution's excellence metrics are a product of genuine internal capabilities, ensuring a sustainable and autonomous research agenda rather than a strategic positioning in collaborations where it does not exercise intellectual leadership.
The institution's Z-score of -1.413 signifies a complete absence of risk signals in this area, a finding consistent with the low-risk national environment (Z-score of -0.570). This low-profile consistency demonstrates a healthy balance between productivity and quality. The data confirms that the Academy is not exposed to the risks associated with extreme publication volumes, such as coercive authorship or the assignment of authorship without real participation. This reinforces an institutional culture that prioritizes the integrity of the scientific record and meaningful intellectual contributions over the inflation of quantitative metrics.
The institution displays a commendable level of preventive isolation, with a Z-score of -0.268 in stark contrast to the national medium-risk average of 0.979. This divergence indicates that the Academy does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on its own journals, the institution effectively mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, thereby enhancing its global visibility and validating its research against competitive international standards rather than using internal channels as potential 'fast tracks' for publication.
The institution shows a Z-score of 1.305, indicating a medium level of risk. However, this performance demonstrates relative containment when compared to the significant risk level seen in the national average of 2.965. Although signals of 'salami slicing'—the practice of fragmenting a study into minimal publishable units to inflate productivity—are present, the Academy operates with more order than the national average. This suggests that while there is a need to strengthen policies against this practice, the institution's existing mechanisms are more effective at moderating this risk than those of its national peers, attenuating a vulnerability that is critical in its environment.
