| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.991 | 0.401 |
|
Retracted Output
|
-0.108 | 0.228 |
|
Institutional Self-Citation
|
-1.681 | 2.800 |
|
Discontinued Journals Output
|
0.549 | 1.015 |
|
Hyperauthored Output
|
0.023 | -0.488 |
|
Leadership Impact Gap
|
6.179 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
0.957 | 2.965 |
Kursk State Medical University demonstrates a robust overall scientific integrity profile, reflected in a low aggregate risk score of 0.084. The institution exhibits remarkable strengths in areas of academic independence and ethical conduct, particularly in its very low rates of Institutional Self-Citation, Multiple Affiliations, Hyperprolific Authors, and Output in Institutional Journals. These results indicate a clear and positive disconnection from several high-risk trends prevalent at the national level. However, this strong foundation is contrasted by a critical vulnerability: a significant gap between the impact of its total output and the impact of research where it holds a leadership role. This dependency on external partners for impact, alongside medium-level risks in publication channel selection and authorship practices, requires strategic attention. The University's recognized thematic strengths, evidenced by its high national rankings in Pharmacology, Toxicology and Pharmaceutics (18th), Medicine (30th), and Biochemistry, Genetics and Molecular Biology (33rd) according to SCImago Institutions Rankings data, provide a solid platform for growth. While the institution's specific mission was not localized for this report, the identified dependency on external leadership could challenge core academic goals of building sovereign intellectual capital and achieving sustainable excellence. To secure its long-term vision, it is recommended that the University leverage its excellent integrity culture to develop targeted strategies that bolster internal research leadership and mitigate the identified vulnerabilities, thereby ensuring its prestigious reputation is built upon a foundation of both ethical practice and scientific autonomy.
The University shows an exemplary profile in this indicator, with a Z-score of -0.991, which signals a very low risk. This performance is particularly noteworthy when compared to the national average Z-score of 0.401, which falls into the medium-risk category. This contrast suggests a dynamic of preventive isolation, where the institution does not replicate the risk patterns observed in its broader environment. While multiple affiliations can be legitimate, the University's controlled rate indicates that its policies effectively prevent strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby maintaining clear and transparent academic accounting.
With a Z-score of -0.108, the institution maintains a low-risk profile regarding retracted publications, demonstrating institutional resilience. This is a positive finding, especially as the national context presents a medium-level risk (Z-score: 0.228). The data suggests that the University's internal control mechanisms are effectively mitigating the systemic risks present in the country. A rate significantly lower than the national average points to robust quality control and supervision processes prior to publication, reinforcing a culture of integrity and methodological rigor that prevents the kind of recurring errors or malpractice that can lead to retractions.
The University's performance in this area is outstanding, with a Z-score of -1.681 representing a complete disconnection from a critical national trend (country Z-score: 2.800). This result indicates that the institution maintains strong internal governance that is independent of the country's widespread practices. A certain level of self-citation is natural to reflect ongoing research, but the University's exceptionally low rate confirms it successfully avoids the risk of creating scientific 'echo chambers.' This demonstrates a commitment to external validation and suggests that the institution's academic influence is genuinely built on recognition from the global community rather than being inflated by endogamous dynamics.
The institution presents a medium-level risk with a Z-score of 0.549, a signal that is also present at the national level (Z-score: 1.015). However, the University’s score is considerably lower than the country's average, indicating a form of differentiated management where it moderates a risk that is more common in its environment. This suggests that while there is room for improvement, the institution is more diligent than its peers in selecting dissemination channels. A continued presence in this risk category, even if moderate, constitutes an alert regarding the need to enhance information literacy among researchers to avoid channeling scientific production through media that do not meet international ethical or quality standards, which could expose the institution to reputational harm.
A moderate deviation from the national standard is observed in this indicator. The University's Z-score of 0.023 places it in the medium-risk category, while the country as a whole shows a low-risk profile (Z-score: -0.488). This suggests the institution is more sensitive to risk factors related to authorship than its national peers. This pattern, appearing outside of typical 'Big Science' contexts, can indicate author list inflation, which dilutes individual accountability and transparency. This signal warrants a review of internal authorship practices to distinguish between necessary large-scale collaboration and potential 'honorary' or political authorship.
This indicator reveals a critical area of concern for the institution, with a significant-risk Z-score of 6.179. This figure accentuates a vulnerability that is already present at a medium level across the country (Z-score: 0.389). Such a wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a serious sustainability risk. The data strongly suggests that the University's scientific prestige is largely dependent and exogenous, not structural. This finding calls for an urgent strategic reflection on whether its excellence metrics result from genuine internal capacity or from positioning in collaborations where the institution does not exercise intellectual leadership, a dependency that could compromise its long-term scientific autonomy.
The University demonstrates a very low-risk profile with a Z-score of -1.413, a result that aligns consistently with the low-risk national standard (Z-score: -0.570). The absence of risk signals in this area is a positive indicator of a healthy research culture. This suggests that the institution fosters a balanced approach to productivity, avoiding the extreme individual publication volumes that can challenge the limits of meaningful intellectual contribution. By steering clear of dynamics that prioritize metrics over scientific integrity, the University mitigates risks such as coercive authorship or the assignment of authorship without real participation.
With a Z-score of -0.268, the institution shows a very low risk, effectively isolating itself from the medium-risk trend observed nationally (Z-score: 0.979). This preventive isolation demonstrates a clear commitment to external validation and global visibility. By not depending on its own journals for dissemination, the University avoids potential conflicts of interest and the risk of academic endogamy, where production might bypass independent external peer review. This practice strengthens the credibility of its research and ensures its work is validated through standard competitive channels rather than internal 'fast tracks'.
The institution shows a medium-level risk for redundant publications (Z-score: 0.957), but it operates with significantly more order than the national average, which is at a critical level (Z-score: 2.965). This indicates a state of relative containment. While the presence of this risk suggests that the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity—known as 'salami slicing'—may exist, the University appears to have mechanisms that prevent it from escalating to the systemic levels seen elsewhere. Nevertheless, this alert warrants a review of publication ethics guidelines to further discourage practices that distort scientific evidence and prioritize volume over significant new knowledge.
