| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.397 | 0.401 |
|
Retracted Output
|
0.295 | 0.228 |
|
Institutional Self-Citation
|
0.150 | 2.800 |
|
Discontinued Journals Output
|
-0.150 | 1.015 |
|
Hyperauthored Output
|
-0.328 | -0.488 |
|
Leadership Impact Gap
|
4.180 | 0.389 |
|
Hyperprolific Authors
|
-0.940 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
2.992 | 2.965 |
Bashkir State Medical University presents a complex integrity profile, marked by significant strengths in research governance alongside critical vulnerabilities that require immediate strategic attention. With an overall score of 0.248, the institution demonstrates exemplary control in areas such as the near-absence of hyperprolific authors and minimal reliance on institutional journals, indicating a strong foundation in individual and editorial ethics. However, this is contrasted by significant risks in the areas of redundant publication (salami slicing) and a notable dependency on external collaborations for scientific impact. According to SCImago Institutions Rankings data, the university's primary thematic strengths are concentrated in Medicine, Biochemistry, Genetics and Molecular Biology, and Pharmacology, Toxicology and Pharmaceutics. The identified risks, particularly the high rate of redundant output and the gap in leadership impact, directly challenge any institutional mission centered on excellence and social responsibility. These practices can undermine the pursuit of original, high-impact knowledge and suggest a potential misalignment between quantitative output and genuine scientific contribution. A forward-looking strategy should leverage the university's proven governance strengths to develop targeted policies that address research fragmentation and foster greater intellectual leadership, thereby ensuring its scientific prestige is both sustainable and structurally sound.
The institution exhibits a Z-score of -0.397, a low-risk value that contrasts favorably with the national average of 0.401, which falls into the medium-risk category. This disparity suggests a degree of institutional resilience, whereby the university's internal control mechanisms appear to successfully mitigate systemic risks prevalent in the wider national context. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university’s controlled rate indicates that it is effectively avoiding the strategic inflation of institutional credit or “affiliation shopping,” a practice that may be more common at the national level. This demonstrates robust governance and a focus on genuine collaborative contribution over metric optimization.
With a Z-score of 0.295, the institution's rate of retractions is in the medium-risk range, slightly surpassing the national average of 0.228, which is also at a medium level. This indicates a high exposure to the factors that lead to retractions, suggesting the center is more prone to these events than its national peers. Retractions can be complex, sometimes stemming from honest corrections. However, a rate that is elevated relative to its environment suggests that pre-publication quality control mechanisms may be failing systemically. This serves as an alert to a potential vulnerability in the institution's integrity culture, possibly pointing to recurring methodological weaknesses or a lack of rigorous supervision that requires immediate qualitative review by management.
The university's Z-score for institutional self-citation is 0.150 (medium risk), demonstrating relative containment when compared to the country's significant-risk average of 2.800. Although the institution shows some signals of this risk, it is clearly operating with more control and external orientation than the national scientific system as a whole. A certain level of self-citation is natural, reflecting ongoing research lines. However, the university's medium-risk score still warrants attention to prevent the formation of 'echo chambers' where work is validated without sufficient external scrutiny. This prudent management helps mitigate the risk of endogamous impact inflation, ensuring its academic influence is more reflective of global community recognition than internal dynamics.
The institution maintains a low-risk Z-score of -0.150, which is significantly healthier than the national medium-risk average of 1.015. This performance points to effective institutional resilience, where internal policies or researcher awareness act as a filter against a risk more common in the national environment. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The university's low score indicates that its researchers are successfully channeling their work away from media that fail to meet international ethical or quality standards, thereby protecting the institution from severe reputational risks and avoiding the waste of resources on 'predatory' practices.
With a Z-score of -0.328, the institution's rate of hyper-authored output is in the low-risk category, though slightly higher than the national average of -0.488, which is also low. This subtle difference suggests an incipient vulnerability, where the university shows minor signals that warrant review before they potentially escalate. While extensive author lists are legitimate in 'Big Science,' their appearance in other contexts can indicate author list inflation, which dilutes accountability. The university's low but slightly elevated score serves as a signal to proactively ensure that authorship practices remain transparent and that all listed authors meet contribution criteria, distinguishing necessary collaboration from 'honorary' authorship.
The institution presents a Z-score of 4.180, a significant-risk value that dramatically amplifies the medium-risk trend observed at the national level (0.389). This indicates a critical dependency on external partners for generating impact. The wide positive gap reveals that while the university's overall collaborative output is impactful, the research led by its own authors has a much lower impact, signaling a severe sustainability risk. This suggests that the institution's scientific prestige is largely exogenous and not yet structural. This finding invites urgent reflection on whether its excellence metrics are the result of genuine internal capacity or a strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution shows a Z-score of -0.940, which falls into the very low-risk category and is even lower than the country's low-risk average of -0.570. This demonstrates a low-profile consistency, where the near-total absence of risk signals aligns with, and even improves upon, the healthy national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or a focus on quantity over quality. The university's excellent performance in this indicator suggests a research culture that prioritizes the integrity of the scientific record and a proper balance between productivity and substantive contribution.
With a Z-score of -0.268, the institution is in the very low-risk category, marking a clear case of preventive isolation from the medium-risk dynamic seen at the national level (0.979). The university does not replicate the risk of academic endogamy observed in its environment. By avoiding excessive dependence on its own journals, the institution ensures its scientific production undergoes independent external peer review, which is crucial for objective validation and global visibility. This practice prevents potential conflicts of interest and the use of internal channels as 'fast tracks' to inflate publication counts, thereby reinforcing the credibility and competitiveness of its research output.
The institution's Z-score of 2.992 is in the significant-risk category, reflecting a standard crisis as it is almost identical to the national average of 2.965. This alignment indicates that the university is fully immersed in a generalized and critical risk dynamic prevalent across the country. A high value in this indicator is a strong alert for 'salami slicing'—the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity metrics. This behavior distorts the available scientific evidence, overburdens the peer-review system, and prioritizes publication volume over the generation of significant new knowledge, demanding urgent and decisive intervention.
