Tambov State University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Tambov State University presents a profile of pronounced contrasts, with an overall integrity score of 0.186 reflecting both areas of exceptional scientific governance and specific, critical vulnerabilities. The institution demonstrates remarkable strength in maintaining individual authorship integrity and fostering genuine intellectual leadership, as evidenced by very low risk levels in Hyper-Authored Output, Hyperprolific Authors, and a minimal gap between its total and leadership-driven impact. These strengths are foundational pillars of a healthy research culture. However, this positive performance is counterbalanced by significant risks in Institutional Self-Citation and Redundant Output, which are systemic issues shared with the national context. These practices, which prioritize volume and internal validation, directly challenge the University's mission to prepare the "future intellectual elite" through the genuine "creation of knowledge." According to SCImago Institutions Rankings data, the University holds notable national positions in Arts and Humanities (ranked 34th), Social Sciences (68th), and Mathematics (75th). To fully align its operational reality with its strategic vision, the University should leverage its robust control over authorship standards to implement targeted interventions that address the critical issues of citation endogamy and publication fragmentation, thereby ensuring its contributions to knowledge are both authentic and globally recognized.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution registers a Z-score of 1.572, which is notably higher than the national average of 0.401. Although both the institution and the country fall within a medium-risk category, the University's score indicates a significantly higher exposure to this particular risk factor compared to its national peers. This suggests that institutional practices may be more prone to generating outputs with complex affiliation patterns. While multiple affiliations can be legitimate, this disproportionately high rate signals a need to review whether these patterns are the result of strategic collaborations or could be perceived as attempts to inflate institutional credit through "affiliation shopping," a practice that can dilute the perceived contribution of the primary institution.

Rate of Retracted Output

With a Z-score of -0.184, the institution demonstrates a low risk of retracted publications, contrasting favorably with the national average of 0.228, which sits in the medium-risk band. This divergence suggests a notable degree of institutional resilience. It indicates that the University's internal quality control and supervision mechanisms are effectively mitigating systemic risks that may be more prevalent across the country. This low rate is a positive signal of responsible scientific oversight and a robust pre-publication review process, which helps protect the integrity of the institution's research record.

Rate of Institutional Self-Citation

The institution's Z-score of 2.777 is critically high and nearly identical to the national average of 2.800. This alignment indicates that the University is immersed in a standard crisis, a generalized and critical risk dynamic shared at the national level. A certain level of self-citation is natural, but this significant value warns of concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This practice creates a high risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by genuine recognition from the global scientific community.

Rate of Output in Discontinued Journals

The University shows a Z-score of 0.559, placing it in the medium-risk category but significantly below the national average of 1.015. This suggests a pattern of differentiated management where the institution is more effectively moderating risks that appear to be more common across the country. While any presence in discontinued journals is a concern, the lower score indicates that the University exercises greater due diligence in selecting dissemination channels than its national peers. This helps mitigate reputational damage and the risk of channeling research into media that do not meet international ethical or quality standards.

Rate of Hyper-Authored Output

The institution exhibits a Z-score of -1.176, indicating a very low risk that is well below the country's already low-risk average of -0.488. This demonstrates a low-profile consistency, where the complete absence of risk signals for author list inflation aligns with and even exceeds the national standard for good practice. This score confirms that the institution's authorship patterns are transparent and maintain individual accountability, successfully distinguishing between necessary collaboration and questionable "honorary" authorship practices.

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

With a Z-score of -1.611, the institution shows a very low-risk profile, standing in sharp contrast to the medium-risk national average of 0.389. This marked difference signals a state of preventive isolation, where the University does not replicate the risk dynamics of dependency observed elsewhere in its environment. A low score in this indicator is a powerful sign of sustainable research excellence, suggesting that the institution's scientific prestige is structural and derived from its own internal capacity and intellectual leadership, rather than being dependent on the impact generated by external collaborators.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is in the very low-risk category, significantly better than the national average of -0.570, which is rated as low risk. This excellent result demonstrates low-profile consistency, as the absence of risk signals aligns perfectly with a national environment that already shows good control. This indicates that the University fosters a healthy balance between quantity and quality, avoiding the potential for coercive authorship or other dynamics where metrics are prioritized over the integrity of the scientific record.

Rate of Output in Institutional Journals

The University has a Z-score of -0.268, a very low-risk value that contrasts sharply with the medium-risk national average of 0.979. This demonstrates a clear case of preventive isolation, where the institution's governance effectively insulates it from national trends toward academic endogamy. By avoiding excessive dependence on its own journals, the University ensures its scientific production undergoes independent external peer review, thereby mitigating conflicts of interest, enhancing global visibility, and preventing the use of internal channels as 'fast tracks' for publication without standard competitive validation.

Rate of Redundant Output (Salami Slicing)

The institution registers a Z-score of 2.815, a significant risk level that warrants immediate attention. While this score is critically high, it is slightly lower than the national average of 2.965, signaling an attenuated alert. This suggests that while the University is a global outlier in this practice, it exercises marginally more control than the critical national average. This high value is a strong indicator of data fragmentation or 'salami slicing,' where studies may be divided into minimal publishable units to artificially inflate productivity. This practice distorts the scientific evidence base and must be addressed to ensure that the focus remains on producing significant new knowledge rather than on maximizing publication volume.