| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.532 | 0.401 |
|
Retracted Output
|
0.117 | 0.228 |
|
Institutional Self-Citation
|
8.439 | 2.800 |
|
Discontinued Journals Output
|
4.422 | 1.015 |
|
Hyperauthored Output
|
-1.355 | -0.488 |
|
Leadership Impact Gap
|
-2.260 | 0.389 |
|
Hyperprolific Authors
|
-0.718 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
0.769 | 2.965 |
Volgograd State University demonstrates a complex scientific integrity profile, marked by significant strengths in research autonomy and responsible authorship, alongside critical vulnerabilities in publication and citation practices. With an overall score of 1.154, the institution excels in areas that signal strong internal capacity, such as a very low dependency on external collaborators for impact and minimal reliance on institutional journals. However, these strengths are overshadowed by significant-risk indicators in Institutional Self-Citation and Output in Discontinued Journals, which are substantially higher than national averages. These practices directly challenge the university's mission to operate at the "highest world level" and serve as a "scientific and educational bridge," as they suggest academic isolation and a potential disconnect from high-quality international dissemination channels. While the university shows commendable performance in its top-ranked SCImago Institutions Rankings areas—notably Arts and Humanities (#15), Social Sciences (#24), and Computer Science (#52) within the Russian Federation—the identified integrity risks could undermine the credibility of this output. To fully realize its strategic vision, it is recommended that the university leverage its clear internal strengths to implement rigorous publication and citation policies that foster genuine international engagement and safeguard its long-term reputation.
The institution's Z-score of 0.532 is higher than the national average of 0.401, with both metrics falling within a medium-risk range. This suggests a high exposure to the dynamics of multiple affiliations, indicating the center is more prone to showing these alert signals than its environment average. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's heightened value compared to its national peers warrants a review of affiliation policies to ensure they consistently reflect genuine, substantive collaboration rather than "affiliation shopping" for institutional gain.
The university's Z-score for retracted output is 0.117, which is notably lower than the national average of 0.228, although both are classified as medium risk. This suggests a form of differentiated management where the institution appears to moderate the risks leading to retractions more effectively than is common across the country. Retractions are complex events, but a lower rate indicates that the university's quality control mechanisms prior to publication may be more robust than the national standard, helping to prevent the systemic failures or lack of methodological rigor that can compromise the scientific record.
The institution's Z-score of 8.439 is critically high, drastically exceeding the already significant national average of 2.800. This disparity constitutes a global red flag, positioning the university as a leader in this risk metric within a country already highly compromised. A certain level of self-citation is natural, but this disproportionately high rate signals a severe risk of scientific isolation and the creation of an 'echo chamber.' This practice warns of endogamous impact inflation, suggesting the institution's academic influence may be artificially oversized by internal dynamics rather than validated by global community recognition, directly undermining its mission to be an international scientific bridge.
With a Z-score of 4.422, the university exhibits a significant-risk level, which starkly contrasts with the medium-risk national average of 1.015. This pattern indicates a risk accentuation, where the institution amplifies vulnerabilities regarding publication channel selection that are already present in the national system. A high proportion of output in discontinued journals is a critical alert regarding due diligence. It suggests that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and indicating an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of -1.355 is in the very low-risk category, performing better than the low-risk national average of -0.488. This demonstrates a low-profile consistency, where the absence of risk signals aligns with and even improves upon the national standard. This result indicates that authorship practices at the university are well-calibrated, maintaining transparency and individual accountability by avoiding the risk of author list inflation or 'honorary' authorships that can dilute responsibility.
The university's Z-score of -2.260 is in the very low-risk category, a stark and positive contrast to the medium-risk national average of 0.389. This reflects a state of preventive isolation, where the institution avoids the risk dynamics of impact dependency observed elsewhere in the country. A negative score is a strong indicator that the impact of research led by the institution's own authors is robust and not reliant on external partners. This signals genuine internal capacity and intellectual leadership, confirming that its scientific prestige is structural and sustainable, not dependent and exogenous.
The institution's Z-score of -0.718 is slightly lower than the national average of -0.570, with both falling into the low-risk category. This suggests a prudent profile, indicating that the university manages its processes with more rigor than the national standard. The absence of hyperprolific authors points to a healthy balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record over inflated productivity metrics.
With a very low Z-score of -0.268, the university stands apart from the medium-risk national average of 0.979. This demonstrates a clear case of preventive isolation, as the institution avoids the risks of academic endogamy that can be prevalent in its environment. By not depending on its own journals for publication, the university ensures its scientific production is subjected to independent external peer review. This practice enhances its global visibility and confirms that it is not using internal channels as 'fast tracks' to inflate CVs without standard competitive validation.
The university's Z-score of 0.769 places it in the medium-risk category, a level significantly lower than the critical national average of 2.965. This indicates a state of relative containment; while some risk signals for redundant publication exist, the institution operates with considerably more order than the national average. This suggests that practices like 'salami slicing'—dividing a coherent study into minimal publishable units to artificially inflate productivity—are less common. This demonstrates a greater institutional focus on publishing significant new knowledge over prioritizing volume, which helps maintain the integrity of the scientific evidence base.