| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.071 | 0.401 |
|
Retracted Output
|
1.122 | 0.228 |
|
Institutional Self-Citation
|
2.515 | 2.800 |
|
Discontinued Journals Output
|
1.639 | 1.015 |
|
Hyperauthored Output
|
-0.092 | -0.488 |
|
Leadership Impact Gap
|
0.423 | 0.389 |
|
Hyperprolific Authors
|
-0.034 | -0.570 |
|
Institutional Journal Output
|
1.441 | 0.979 |
|
Redundant Output
|
4.559 | 2.965 |
Peter the Great St. Petersburg Polytechnic University presents a complex profile, marked by world-class thematic strengths juxtaposed with significant vulnerabilities in research integrity. With an overall risk score of 1.168, the institution demonstrates notable control in areas such as multiple affiliations and hyper-authorship but faces critical challenges regarding the rate of retracted output, institutional self-citation, and, most urgently, redundant publications. According to SCImago Institutions Rankings data, the university's excellence is undisputed in key areas, particularly Engineering and Physics and Astronomy (both ranked 2nd in the Russian Federation), as well as Pharmacology, Toxicology and Pharmaceutics (4th) and Business, Management and Accounting (5th). These achievements directly support its mission to foster an "economy of knowledge, leadership, and innovation." However, the detected integrity risks, especially those suggesting a focus on publication volume over substance, directly threaten this mission. Practices like "salami slicing" and a high retraction rate undermine the credibility of its "highly qualified engineers" and challenge the very foundation of innovation and leadership. To secure its prestigious standing and fully align its practices with its ambitions, the university is advised to implement a robust integrity framework that prioritizes research quality and transparency, ensuring its outstanding scientific contributions are built upon an unimpeachable foundation.
The institution's Z-score of -0.071 contrasts favorably with the national average of 0.401. This disparity suggests a high degree of institutional resilience, where internal control mechanisms appear to successfully mitigate systemic risks prevalent at the national level. While multiple affiliations can arise from legitimate collaborations, the university's low rate indicates that it effectively avoids the national tendency toward practices that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining clear and transparent attribution of its research output.
The university's Z-score of 1.122 is significantly higher than the country's Z-score of 0.228, indicating a concerning accentuation of a risk that is already present in the national system. This severe discrepancy suggests that the institution's pre-publication quality control mechanisms may be failing more systemically than its national peers. A retraction rate this far above the average is a critical alert to a vulnerability in the institution's integrity culture, pointing toward possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification and intervention by management to prevent further reputational damage.
With a Z-score of 2.515, the institution operates in a high-risk environment, though it shows slightly more control than the critical national average of 2.800. This attenuated alert signifies that while the university is an outlier on a global scale, its practices are marginally more contained than the national trend. Nevertheless, this high value warns of the significant risk of functioning as a scientific 'echo chamber,' where the institution's academic influence may be oversized by internal validation rather than global community recognition. This dynamic of endogamous impact inflation requires strategic attention to foster greater external engagement and scrutiny.
The institution's Z-score of 1.639 indicates a higher exposure to this risk compared to the national average of 1.015. This moderate deviation suggests the center is more prone than its peers to channeling its research through outlets of questionable quality. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of scientific production may be directed to media that do not meet international ethical standards, exposing the institution to severe reputational risks and highlighting an urgent need for improved information literacy among its researchers.
The institution's Z-score of -0.092, while low, signals an incipient vulnerability when compared to the national average of -0.488. Although the overall risk is minimal, the university shows slightly more activity in this area than the national baseline. This subtle signal warrants a preventative review to ensure that all author lists are justified by genuine collaboration and do not represent early signs of author list inflation or 'honorary' authorship practices, which can dilute individual accountability and transparency.
The institution's Z-score of 0.423 is nearly identical to the national average of 0.389, reflecting a systemic pattern shared across the country. This alignment suggests that the university's reliance on external partners for impact is a common national strategy rather than a unique institutional issue. However, this wide positive gap signals a sustainability risk, where scientific prestige appears dependent and exogenous. It invites strategic reflection on whether the institution's excellence metrics result from its own internal capacity and intellectual leadership or from its positioning in collaborations where it plays a secondary role.
With a Z-score of -0.034, the institution's risk level is low but shows an incipient vulnerability compared to the national score of -0.570. This indicates that while the phenomenon is not widespread, the university exhibits slightly more signals of extreme individual publication volumes than the national average. This finding serves as a prompt to review internal dynamics to ensure a healthy balance between quantity and quality, guarding against potential risks such as coercive authorship or the assignment of credit without real participation—practices that prioritize metrics over the integrity of the scientific record.
The university's Z-score of 1.441 reveals a high exposure to this risk, significantly exceeding the national average of 0.979. This suggests the institution is more prone than its peers to relying on its own publication channels. This heavy dependence raises potential conflicts of interest and warns of a heightened risk of academic endogamy, where scientific work might bypass rigorous, independent external peer review. Such a practice could limit the global visibility of its research and may indicate the use of internal journals as 'fast tracks' to inflate publication counts without standard competitive validation.
The institution's Z-score of 4.559 constitutes a global red flag, as it dramatically leads the risk metrics in a country already compromised in this area (national Z-score: 2.965). This extreme value is a critical alert for the systemic practice of 'salami slicing,' where coherent studies are fragmented into minimal publishable units to artificially inflate productivity. This behavior not only distorts the available scientific evidence and overburdens the peer-review system but also signals a profound misalignment with the principles of scientific integrity, prioritizing volume over the generation of significant new knowledge.
