| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.229 | 0.401 |
|
Retracted Output
|
-0.531 | 0.228 |
|
Institutional Self-Citation
|
4.701 | 2.800 |
|
Discontinued Journals Output
|
4.939 | 1.015 |
|
Hyperauthored Output
|
-1.321 | -0.488 |
|
Leadership Impact Gap
|
-1.082 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
2.756 | 2.965 |
Belgorod State Technological University presents a highly polarized scientific integrity profile, characterized by exceptional strengths in operational controls alongside critical vulnerabilities in publication strategy. With an overall score of 0.936, the institution demonstrates robust governance in key areas such as author contribution policies, reliance on external collaborations for impact, and the use of institutional journals, effectively insulating itself from several negative national trends. These strengths provide a solid foundation for its notable performance in its primary research fields, including Energy, Engineering, and Earth and Planetary Sciences, as evidenced by SCImago Institutions Rankings data. However, this positive performance is severely undermined by significant risks in institutional self-citation, publication in discontinued journals, and redundant output. As the institutional mission was not available for this analysis, it is crucial to note that these practices directly conflict with universal principles of academic excellence and social responsibility. They threaten to devalue the university's research contributions and erode trust in its scientific output. The university is therefore at a strategic crossroads: it must leverage its clear operational strengths to urgently address these critical integrity gaps, thereby ensuring its research excellence is both genuine and globally recognized.
The institution presents a Z-score of 0.229, which, while indicating a medium level of risk, is notably lower than the national average of 0.401. This suggests that although the university operates within a national context where multiple affiliations are common, it exercises more effective management over this practice than its peers. While multiple affiliations can be legitimate, disproportionately high rates often signal strategic attempts to inflate institutional credit. The university's more moderate score indicates a differentiated approach that helps mitigate the risk of "affiliation shopping," pointing to a more controlled and transparent system for declaring collaborative work.
With a Z-score of -0.531, the institution demonstrates a very low rate of retracted publications, a stark and positive contrast to the medium-risk national environment (Z-score: 0.228). This performance indicates a successful preventive isolation from broader systemic issues, suggesting that the university's internal quality control mechanisms are robust and effective. A low rate of retractions is a sign of responsible supervision and methodological rigor prior to publication. The university's ability to maintain such a clean record in a challenging context points to a strong culture of integrity that effectively prevents the types of errors or malpractice that lead to retractions elsewhere.
This indicator represents a critical area of concern, with the institution's Z-score of 4.701 significantly exceeding the already high national average of 2.800. This is a global red flag, indicating that the university not only participates in a problematic national trend but is a leading outlier. Such a disproportionately high rate of self-citation signals a severe risk of scientific isolation and the formation of an academic "echo chamber." This practice suggests that the institution's impact may be endogenously inflated, relying on self-validation rather than broader recognition from the external scientific community, which could undermine the perceived credibility and global influence of its research.
The institution's Z-score of 4.939 for this indicator is a significant risk, dramatically amplifying the vulnerability already present in the national system (Z-score: 1.015). This high score constitutes a critical alert regarding the due diligence applied in selecting publication venues. It indicates that a substantial portion of the university's scientific output is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks associated with "predatory" publishing and suggests an urgent need to enhance information literacy among its researchers to prevent the misallocation of resources and safeguard its academic standing.
The institution shows a very low-risk profile with a Z-score of -1.321, performing better than the already low-risk national standard (Z-score: -0.488). This demonstrates a low-profile consistency, where the absence of risk signals aligns with a healthy national baseline. This indicator is used to detect potential author list inflation, which can dilute individual accountability. The university's excellent score suggests that its authorship practices are transparent and well-governed, effectively distinguishing between necessary large-scale collaboration and questionable "honorary" authorship, thereby preserving the integrity of its research contributions.
With a Z-score of -1.082, the institution displays a very low-risk profile, indicating strong internal research capacity. This performance is particularly noteworthy as it contrasts sharply with the medium-risk national environment (Z-score: 0.389), where institutions may be more reliant on external partners for impact. This result suggests the university is effectively isolated from this dependency dynamic. A low score in this area signifies that the institution's scientific prestige is not merely a reflection of its participation in external collaborations but is driven by research where it exercises genuine intellectual leadership, pointing to a sustainable and structurally sound model of scientific development.
The institution's Z-score of -1.413 is in the very low-risk category, surpassing the low-risk national benchmark (Z-score: -0.570). This strong result indicates a healthy and well-regulated research environment. Extreme individual publication volumes can signal an imbalance between quantity and quality, potentially pointing to issues like coercive authorship or credit assigned without meaningful contribution. The university's very low score suggests it fosters a culture that prioritizes the integrity of the scientific record over the simple inflation of metrics, ensuring that authorship reflects genuine intellectual participation.
The university demonstrates an exemplary Z-score of -0.268, indicating a very low reliance on its own journals for publication, especially when compared to the medium-risk national average of 0.979. This signifies a clear preventive isolation from the risks of academic endogamy. Excessive dependence on in-house journals can create conflicts of interest and allow research to bypass rigorous external peer review. The institution's low score shows a strong commitment to seeking validation from the independent, global scientific community, which enhances the credibility and visibility of its research output.
This indicator reveals a significant risk, with the institution's Z-score at 2.756. While this is a critical alert, it is slightly more controlled than the national average of 2.965, suggesting an attenuated version of a widespread national issue. A high value in this area warns of "salami slicing," the practice of fragmenting a single study into multiple minimal publications to artificially inflate productivity metrics. Although the university shows slightly more restraint than its peers, this level of redundant output still risks distorting the scientific evidence base and over-burdening the peer review system, indicating a need to reinforce policies that prioritize significant, coherent contributions over sheer volume.
