| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.046 | 0.401 |
|
Retracted Output
|
0.324 | 0.228 |
|
Institutional Self-Citation
|
4.587 | 2.800 |
|
Discontinued Journals Output
|
1.196 | 1.015 |
|
Hyperauthored Output
|
-1.364 | -0.488 |
|
Leadership Impact Gap
|
0.848 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
4.502 | 2.965 |
Voronezh State Forestry University named after GF Morozov presents a complex scientific integrity profile, marked by commendable strengths in governance alongside critical vulnerabilities that require immediate attention. The institution demonstrates exceptional control over authorship practices, with very low risk in hyper-prolificacy and hyper-authorship, and strategically avoids academic endogamy by minimizing publications in its own journals. However, these strengths are overshadowed by significant risks in Institutional Self-Citation and Redundant Output, where the university's rates are alarmingly high, even for a national context already facing challenges in these areas. These practices directly contradict the institutional mission to foster "world-class fundamental and applied science" and a "high quality of educational and research processes," as they suggest a focus on inflating metrics rather than generating externally validated, impactful knowledge. The university's strong thematic positioning in Agricultural and Biological Sciences, Earth and Planetary Sciences, and Environmental Science provides a solid foundation, but its reputation in these core fields is threatened by integrity risks that undermine its pursuit of excellence and moral leadership. To fully align its scientific output with its ambitious mission, it is recommended that the university undertake a strategic review of its publication and citation policies, promoting a culture that prioritizes substantive contribution and global engagement over internal validation and volume.
The institution's Z-score for multiple affiliations is 0.046, indicating a more controlled approach compared to the national average of 0.401. Although both the university and the country fall within a medium-risk context, the institution demonstrates a notably more moderate engagement in this practice. This suggests a differentiated management strategy that effectively mitigates the risks common in the national environment. While multiple affiliations can be legitimate, disproportionately high rates can signal "affiliation shopping" to inflate institutional credit. The university's lower rate indicates a healthier, more restrained pattern of collaboration, avoiding practices that could be perceived as purely strategic.
With a Z-score of 0.324, the university's rate of retracted publications is higher than the national average of 0.228. This indicates a heightened exposure to the factors leading to retractions compared to its national peers. Retractions are complex events, and while some signify responsible error correction, a rate that surpasses the national norm suggests that pre-publication quality control mechanisms may be facing systemic challenges. This vulnerability in the institution's integrity culture could point to recurring malpractice or a lack of methodological rigor, warranting a qualitative verification by management to strengthen oversight and prevent future incidents.
The university exhibits a critically high Z-score of 4.587 in institutional self-citation, substantially exceeding the already significant national average of 2.800. This positions the institution as a leading driver of this high-risk practice within a country already compromised in this area. A certain level of self-citation is natural, but this extreme value is a global red flag, warning of severe scientific isolation and the formation of an 'echo chamber' where work is validated internally without sufficient external scrutiny. This dynamic of endogamous impact inflation poses a direct threat to credibility, suggesting that the institution's academic influence may be artificially oversized by internal dynamics rather than genuine recognition from the global community.
The institution's Z-score for publishing in discontinued journals is 1.196, slightly above the national average of 1.015. This reveals a higher exposure to this risk compared to its environment, constituting a critical alert regarding due diligence in selecting dissemination channels. A high Z-score indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among researchers to avoid wasting resources on 'predatory' or low-quality publications.
With a Z-score of -1.364, the institution shows a complete absence of risk signals related to hyper-authorship, performing significantly better than the national average of -0.488. This low-profile consistency reflects a robust and transparent authorship culture. The data indicates that the university effectively distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, ensuring that author lists accurately reflect meaningful intellectual contributions and that individual accountability is maintained. This is a clear strength in the institution's governance framework.
The university shows a Z-score of 0.848 in this indicator, a value notably higher than the national average of 0.389. This high exposure suggests that the institution has a wider-than-average gap between the impact of its total output and the impact of the research it leads. This pattern signals a potential sustainability risk, as it suggests that the institution's scientific prestige may be dependent and exogenous, rather than structural. It invites a strategic reflection on whether its high-impact metrics result from its own internal capacity and intellectual leadership or from a strategic but subordinate positioning in collaborations led by external partners.
The institution's Z-score of -1.413 is exceptionally low, indicating a complete absence of hyperprolific authors and aligning with a national standard that is already low (Z-score of -0.570). This demonstrates a healthy institutional culture that prioritizes quality over sheer quantity. By avoiding extreme individual publication volumes, the university mitigates risks such as coercive authorship or the assignment of credit without real participation. This strong performance underscores a commitment to the integrity of the scientific record and a sustainable research environment.
With a Z-score of -0.268, the university demonstrates a very low rate of publication in its own journals, standing in stark contrast to the national average of 0.979, which indicates a medium-risk trend. This represents a case of preventive isolation, where the institution consciously avoids the risk dynamics prevalent in its environment. By not relying on in-house journals, the university effectively sidesteps potential conflicts of interest and academic endogamy, ensuring its research undergoes independent external peer review. This strategy enhances the global visibility and competitive validation of its scientific production.
The institution's Z-score for redundant output is 4.502, a critically high value that significantly exceeds the already elevated national average of 2.965. This result is a global red flag, indicating that the university is amplifying a vulnerability already present in the national system. Such a high score is a strong alert for the practice of 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity. This practice distorts the scientific evidence, overburdens the review system, and prioritizes volume over the generation of significant new knowledge, posing a severe threat to research integrity.
