| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.529 | -0.749 |
|
Retracted Output
|
0.699 | 0.304 |
|
Institutional Self-Citation
|
0.581 | 0.846 |
|
Discontinued Journals Output
|
-0.249 | -0.312 |
|
Hyperauthored Output
|
2.259 | 0.914 |
|
Leadership Impact Gap
|
3.667 | 3.283 |
|
Hyperprolific Authors
|
-0.019 | -0.706 |
|
Institutional Journal Output
|
-0.268 | 1.464 |
|
Redundant Output
|
1.410 | 1.973 |
Belarusian State University presents a complex integrity profile, marked by significant national leadership and specific areas of vulnerability. With an overall score of 0.474, the institution demonstrates notable strengths, particularly in its minimal reliance on institutional journals, which contrasts sharply with national trends, and its effective moderation of self-citation and redundant publication practices. These strengths are foundational to its academic credibility. However, this is counterbalanced by significant risks in hyper-authorship and a critical dependency on external collaborations for scientific impact, suggesting that its prestige may not be fully sustained by internal leadership. According to SCImago Institutions Rankings data, the university is the undisputed leader in Belarus across key disciplines such as Environmental Science, Engineering, Computer Science, and Physics and Astronomy. This dominant position must be leveraged to address the identified integrity risks. These vulnerabilities, especially the gap in leadership impact and potential authorship inflation, directly challenge the "intellectual mission" stated by the university. To truly serve the nation's interests, scientific excellence must be both genuine and structurally sound. We recommend a strategic focus on reinforcing authorship policies and fostering internal research leadership to ensure its long-term scientific sovereignty and fully align its operational practices with its stated mission of intellectual and social responsibility.
The institution's Z-score of -0.529 is within a low-risk range, though slightly higher than the national average of -0.749. This subtle difference suggests an incipient vulnerability, indicating that while the practice is not widespread, the university shows slightly more signals of this activity than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor elevation warrants a review to ensure these affiliations are strategically sound and not early signs of "affiliation shopping" aimed at artificially inflating institutional credit.
With a Z-score of 0.699, the university is in a medium-risk category, showing a higher exposure to this issue compared to the national average of 0.304. This indicates that the institution is more prone to the factors leading to retractions than its peers. A rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. Beyond isolated incidents, this suggests that pre-publication quality control mechanisms may be failing systemically, indicating a possible recurrence of malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.
The institution demonstrates differentiated management of a common national risk, with a Z-score of 0.581, which is considerably lower than the country's average of 0.846. Although both fall within a medium-risk band, the university's lower score indicates it is successfully moderating practices that may be more systemic elsewhere. A certain level of self-citation is natural, but the university's relative control helps it avoid the more severe risks of creating scientific 'echo chambers'. This suggests a healthier balance between building on internal research lines and seeking external validation, thereby mitigating the risk of endogamous impact inflation.
The university's Z-score of -0.249, while low, is slightly above the national baseline of -0.312, pointing to an incipient vulnerability. This suggests that, although the overall risk is minimal, the institution's researchers show a marginally greater tendency to publish in channels that do not meet long-term quality standards compared to the national norm. This serves as a minor alert regarding the due diligence process for selecting dissemination channels, as even a small presence in such journals can pose reputational risks and indicates a need to reinforce information literacy to avoid low-quality publication practices.
A significant alert is raised by the institution's Z-score of 2.259, which indicates a significant risk and sharply contrasts with the country's medium-risk average of 0.914. This shows the university is not just following a national trend but is actively accentuating it. This pattern points toward a high risk of author list inflation, which dilutes individual accountability and transparency. It is critical for the institution to investigate whether these instances correspond to legitimate "Big Science" collaborations or are indicative of systemic 'honorary' or political authorship practices that compromise research integrity.
The institution faces a critical sustainability risk, evidenced by a Z-score of 3.667, which is not only in the significant risk category but also exceeds the already high national average of 3.283. This positions the university as a global red flag, leading this risk metric in a country already highly compromised. The wide gap suggests that its scientific prestige is heavily dependent and exogenous, not structural. This finding demands urgent reflection on whether the institution's high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership, a situation that threatens its long-term scientific autonomy.
With a Z-score of -0.019, the institution's risk level is low but slightly more pronounced than the national average of -0.706. This score signals an incipient vulnerability, suggesting the presence of a small number of authors with publication volumes that warrant review. While high productivity can reflect leadership, extreme volumes challenge the limits of meaningful intellectual contribution. This indicator serves as a gentle alert to potential imbalances between quantity and quality, pointing to possible risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific integrity.
The university demonstrates exceptional performance in this area, with a Z-score of -0.268 placing it in the very low-risk category, in stark contrast to the country's medium-risk average of 1.464. This represents a case of preventive isolation, where the institution actively avoids a problematic dynamic prevalent in its environment. By minimizing its dependence on in-house journals, the university effectively sidesteps conflicts of interest and the risk of academic endogamy. This practice promotes robust, independent peer review, enhances global visibility, and signals a commitment to competitive validation over using internal channels as 'fast tracks' for publication.
The institution shows effective, differentiated management in this area, with a Z-score of 1.410 that is notably lower than the national average of 1.973. While both scores are in the medium-risk range, the university's ability to moderate this national tendency is a positive sign. A high rate of bibliographic overlap often indicates 'salami slicing'—the practice of fragmenting a single study into multiple publications to inflate productivity. By maintaining a lower rate than its peers, the institution demonstrates a stronger commitment to publishing significant, coherent knowledge, thereby protecting the integrity of the scientific record and reducing the burden on the peer-review system.