| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.045 | 0.401 |
|
Retracted Output
|
0.089 | 0.228 |
|
Institutional Self-Citation
|
-0.689 | 2.800 |
|
Discontinued Journals Output
|
0.546 | 1.015 |
|
Hyperauthored Output
|
-1.401 | -0.488 |
|
Leadership Impact Gap
|
0.584 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
1.347 | 2.965 |
The Russian University of Sport GTSOLIFK presents a robust scientific integrity profile, with an overall risk score of -0.145 that indicates a performance significantly better than many of its national peers. The institution demonstrates notable strengths in maintaining low rates of multiple affiliations, hyper-authored output, hyperprolific authors, and publication in institutional journals, suggesting a culture of clear accountability and external validation. However, areas requiring strategic attention include a medium rate of retracted output, redundant publications, and a notable gap in impact between collaborative and institution-led research. These vulnerabilities, while moderate, could challenge the institution's commitment to excellence and social responsibility. The university's strong positioning in Social Sciences, as evidenced by SCImago Institutions Rankings data, provides a solid foundation for growth. By addressing the identified medium-risk areas, the institution can further solidify its reputation and ensure its research practices fully align with the highest standards of scientific integrity.
The institution's Z-score of -1.045 contrasts sharply with the national average of 0.401, indicating a state of preventive isolation where the university does not replicate the risk dynamics observed in its environment. While multiple affiliations can be a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit through “affiliation shopping.” The university's very low score demonstrates a commitment to clear and unambiguous attribution of scientific work, avoiding practices that could dilute institutional accountability and ensuring that credit is assigned transparently.
With a Z-score of 0.089 compared to the national average of 0.228, the institution demonstrates differentiated management of a risk that is common in the country. Both scores fall within a medium-risk range, but the university's lower value suggests it moderates this issue more effectively than its peers. Retractions are complex events, but a high rate can suggest that quality control mechanisms prior to publication may be failing systemically. The university's performance indicates that its pre-publication review processes are more robust than the national standard, though the presence of this signal warrants continued attention to reinforce its integrity culture and methodological rigor.
The institution's Z-score of -0.689 stands in stark opposition to the country's significant-risk score of 2.800, positioning the university as an effective filter against problematic national practices. This performance suggests the institution acts as a firewall, preventing the kind of endogamous impact inflation that appears to be a systemic issue nationwide. Disproportionately high rates of self-citation can signal scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. The university's low score indicates a healthy reliance on the global scientific community for validation, reinforcing the external recognition of its academic influence.
The university's Z-score of 0.546 is notably lower than the national average of 1.015, showcasing a differentiated management approach to a shared medium-level risk. This indicates that the institution is more discerning in its choice of publication venues than the national trend. A high proportion of output in discontinued journals is a critical alert regarding due diligence, as it suggests that production is being channeled through media that may not meet international ethical or quality standards. While there is still room for improvement, the university's more moderate score suggests it is taking greater care to avoid reputational damage and the waste of resources associated with 'predatory' practices.
With a Z-score of -1.401, the institution demonstrates low-profile consistency, as its absence of risk signals aligns with the low-risk national standard (Z-score: -0.488). Outside of 'Big Science' contexts, extensive author lists can indicate inflation, diluting individual accountability. The university's very low score confirms that its authorship practices are transparent and appropriately reflect the contributions of its researchers, steering clear of 'honorary' or political authorship and reinforcing a culture of genuine collaboration.
The institution's Z-score of 0.584 is higher than the national average of 0.389, indicating a high exposure to this particular risk. This suggests the university is more prone than its peers to a dependency on external partners for impact. A wide positive gap, where global impact is high but the impact of institution-led research is low, signals a sustainability risk. This value invites strategic reflection on whether the university's prestige is derived from its own structural capacity or from a strategic positioning in collaborations where it does not exercise intellectual leadership, a dynamic that could hinder long-term autonomous growth.
The institution's Z-score of -1.413 reflects low-profile consistency when compared to the country's low-risk score of -0.570. This alignment indicates that the university's research environment fosters a healthy balance between productivity and quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or 'salami slicing.' The university's very low score in this area is a positive sign that its researchers' output is sustainable and prioritizes the integrity of the scientific record over sheer volume.
With a Z-score of -0.268, the institution demonstrates preventive isolation from the national trend, where the country's score is 0.979. This divergence shows the university avoids the risks associated with academic endogamy. Excessive dependence on in-house journals can create conflicts of interest, as the institution acts as both judge and party, potentially bypassing independent external peer review. The university's very low score signals a strong commitment to global visibility and competitive validation, using external channels to disseminate its research and strengthen its international standing.
The institution's Z-score of 1.347, while in the medium-risk category, shows relative containment compared to the country's critical Z-score of 2.965. This indicates that although some signals of this practice exist, the university operates with more order than the national average. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing' to artificially inflate productivity. The university's ability to keep this indicator at a moderate level, in a context where this is a severe national issue, suggests its internal controls are partially effective at promoting the publication of significant, coherent studies over fragmented, high-volume output.