Belarusian State Medical University

Region/Country

Eastern Europe
Belarus
Universities and research institutions

Overall

-0.098

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-1.676 -0.749
Retracted Output
0.042 0.304
Institutional Self-Citation
0.084 0.846
Discontinued Journals Output
-0.386 -0.312
Hyperauthored Output
-0.196 0.914
Leadership Impact Gap
4.267 3.283
Hyperprolific Authors
-1.413 -0.706
Institutional Journal Output
-0.268 1.464
Redundant Output
1.891 1.973
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Belarusian State Medical University presents a profile of pronounced contrasts, with an overall integrity score of -0.098 reflecting a balance between areas of exceptional governance and specific, critical vulnerabilities. The institution demonstrates outstanding control over authorship practices, publication channels, and academic endogamy, with very low risk signals in Multiple Affiliations, Hyperprolific Authorship, and publication in Discontinued or Institutional Journals. However, these strengths are offset by a significant risk in its impact dependency (Ni_difference) and medium-level alerts in Retracted Output and Redundant Output. According to SCImago Institutions Rankings data, the University is a clear national leader in its core domains, ranking #1 in Belarus for Medicine, Pharmacology, Toxicology and Pharmaceutics, and Psychology. This thematic excellence directly supports its mission to be at the "frontiers of knowledge." Yet, the identified risk of impact dependency directly challenges this aspiration, suggesting that its prestige may rely more on collaboration than on endogenous leadership. To fully realize its mission of delivering "high quality" knowledge, it is recommended that the University leverage its strong governance in authorship to address its impact model, fostering greater intellectual leadership to ensure its excellent reputation is both sustainable and structurally sound.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score for multiple affiliations is -1.676, indicating a very low risk level that is even more controlled than the national average of -0.749. This demonstrates a healthy and transparent approach to authorship, where affiliations are clearly defined and not inflated. While multiple affiliations can be a legitimate result of researcher mobility or partnerships, the university's low rate confirms that its collaborative practices are well-managed, avoiding any signals of strategic "affiliation shopping" and aligning with the highest standards of institutional credit attribution.

Rate of Retracted Output

With a Z-score of 0.042, the university's rate of retracted output is classified as a medium risk, yet it is significantly lower than the national average of 0.304. This suggests that while the institution is not entirely immune to the factors leading to retractions in the country, its internal quality control mechanisms are more effective at moderating this risk than its peers. A high rate of retractions can suggest that pre-publication quality controls are failing systemically. In this context, the university's ability to maintain a lower rate points to a comparatively more robust integrity culture, although the medium-level signal still warrants a review of supervision and methodological rigor to prevent future incidents.

Rate of Institutional Self-Citation

The university's rate of institutional self-citation presents a Z-score of 0.084, which, while in the medium risk category, is substantially lower than the national average of 0.846. This indicates a commendable management of a risk that appears more pronounced across the country. A certain level of self-citation is natural, but disproportionately high rates can signal scientific isolation or 'echo chambers'. By maintaining a lower rate, the institution demonstrates a healthier integration with the global scientific community, mitigating the risk of endogamous impact inflation and ensuring its academic influence is validated by external scrutiny rather than primarily by internal dynamics.

Rate of Output in Discontinued Journals

The institution exhibits a very low rate of publication in discontinued journals, with a Z-score of -0.386 that surpasses the low-risk national benchmark of -0.312. This excellent performance indicates a rigorous due diligence process in selecting publication venues. It confirms that the university's scientific production is effectively shielded from channels that do not meet international ethical or quality standards. This proactive approach protects the institution from severe reputational risks and ensures that research efforts are not compromised by association with 'predatory' or low-quality publishing practices.

Rate of Hyper-Authored Output

The university maintains a low rate of hyper-authored output (Z-score: -0.196), contrasting sharply with the medium risk level observed nationally (Z-score: 0.914). This demonstrates strong institutional resilience, suggesting that its internal governance and authorship policies serve as an effective safeguard against the systemic pressures that may lead to author list inflation elsewhere. While extensive author lists are legitimate in 'Big Science', a controlled rate outside these contexts, as seen here, ensures that authorship reflects meaningful contribution, thereby preserving individual accountability and transparency in research.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of 4.267 for this indicator represents a significant risk and a global red flag, as it markedly exceeds the already critical national average of 3.283. This score indicates that the university not only shares but amplifies a national vulnerability. A very wide positive gap suggests that the institution's overall scientific prestige is highly dependent on external partners, while the impact of research where it exercises intellectual leadership is comparatively low. This signals a critical sustainability risk, inviting urgent reflection on whether its high-impact metrics result from genuine internal capacity or from a strategic positioning in collaborations that could mask a structural dependency.

Rate of Hyperprolific Authors

With a Z-score of -1.413, the university shows a very low incidence of hyperprolific authors, a rate even more controlled than the low-risk national average of -0.706. This absence of risk signals is a positive indicator of a balanced and healthy research environment. While high productivity can be legitimate, extreme individual volumes often challenge the limits of meaningful intellectual contribution. The university's low score suggests it fosters a culture that prioritizes the quality and integrity of the scientific record over sheer publication volume, effectively avoiding potential issues like coercive authorship or the assignment of credit without real participation.

Rate of Output in Institutional Journals

The university demonstrates a very low rate of publication in its own journals (Z-score: -0.268), a stark contrast to the medium-risk trend observed at the national level (Z-score: 1.464). This signifies a strong, preventive governance model that isolates the institution from a common risk in its environment. By not over-relying on in-house journals, the institution successfully avoids potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review. This practice enhances the global visibility and competitive validation of its research, reinforcing its commitment to international quality standards.

Rate of Redundant Output

The institution's rate of redundant output registers a Z-score of 1.891, placing it at a medium risk level, though it remains slightly below the national average of 1.973. This suggests that while the practice of fragmenting studies into 'minimal publishable units'—often called 'salami slicing'—is a shared challenge, the university exercises slightly better control than its national counterparts. This practice can distort available scientific evidence and overburden the review system. The medium score, therefore, serves as an alert that this behavior requires ongoing monitoring to ensure that the institutional focus remains on producing significant new knowledge rather than simply increasing publication volume.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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