| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.705 | 0.401 |
|
Retracted Output
|
0.436 | 0.228 |
|
Institutional Self-Citation
|
2.988 | 2.800 |
|
Discontinued Journals Output
|
0.875 | 1.015 |
|
Hyperauthored Output
|
-1.033 | -0.488 |
|
Leadership Impact Gap
|
1.104 | 0.389 |
|
Hyperprolific Authors
|
0.783 | -0.570 |
|
Institutional Journal Output
|
2.524 | 0.979 |
|
Redundant Output
|
3.185 | 2.965 |
Ural Federal University presents a complex scientific integrity profile, with an overall risk score of 1.019 that indicates specific areas requiring strategic attention. The institution demonstrates commendable strengths, particularly in its prudent management of hyper-authorship and a more rigorous selection of publication venues compared to national trends. These positive aspects are complemented by its outstanding leadership in key thematic areas within the Russian Federation, as evidenced by SCImago Institutions Rankings data, including top-tier positions in Chemistry (#1), Business, Management and Accounting (#2), Economics, Econometrics and Finance (#4), and Arts and Humanities (#5). However, significant risk signals in Institutional Self-Citation and Redundant Output (Salami Slicing) pose a direct challenge to its mission of "increasing competitiveness" and fostering "scientific and technological potential." Such practices, which prioritize volume over substance, can undermine the credibility of its research and contradict the pursuit of genuine excellence. To fully align its operational practices with its ambitious strategic vision, it is recommended that the university implement targeted governance and training initiatives to mitigate these high-risk indicators, thereby ensuring its contributions are not only impactful but also sustainable and ethically sound.
The institution's Z-score of 0.705 is notably higher than the national average of 0.401. This indicates that the university is more exposed to the risks associated with this practice than its national peers, even within a context of medium national risk. While multiple affiliations can be a legitimate outcome of collaboration, the university's higher rate suggests a greater susceptibility to dynamics that could be perceived as strategic attempts to inflate institutional credit through “affiliation shopping,” a practice that warrants closer monitoring to ensure all declared affiliations correspond to substantive scientific contributions.
With a Z-score of 0.436, the university's rate of retractions is more pronounced than the national average of 0.228. This elevated figure suggests a higher exposure to the underlying causes of publication withdrawal. A rate significantly higher than its peers alerts to a potential vulnerability in the institution's integrity culture. It suggests that pre-publication quality control mechanisms may be failing more frequently, indicating a possible systemic weakness in methodological rigor or supervision that requires immediate qualitative verification by management to prevent recurring malpractice.
The university's Z-score of 2.988 is at a significant risk level and surpasses the already critical national average of 2.800, positioning it as a leader in a high-risk national environment. This constitutes a global red flag, pointing toward severe scientific isolation. Such a disproportionately high rate signals a concerning 'echo chamber' where the institution's work is validated internally rather than by the broader scientific community. This practice of endogamous impact inflation creates a critical risk of overstating the institution's academic influence and undermines the credibility of its research on the global stage.
The institution shows a Z-score of 0.875, which is favorably lower than the national average of 1.015. This reflects a differentiated and more effective management of this particular risk. While the national context shows a medium-level vulnerability, the university demonstrates better due diligence in selecting its dissemination channels. This proactive approach helps protect its reputation by more successfully avoiding predatory or low-quality journals that do not meet international ethical standards, thereby safeguarding its research investments.
With a Z-score of -1.033, the institution maintains a prudent profile that is significantly more rigorous than the national standard of -0.488. This very low incidence of hyper-authorship indicates a healthy and transparent authorship culture. The data suggests that the university effectively distinguishes between necessary, large-scale scientific collaboration and questionable practices like 'honorary' or political authorship, thereby reinforcing individual accountability and the integrity of its research contributions.
The university's Z-score of 1.104 reveals a much wider gap than the national average of 0.389, indicating a high exposure to dependency risk. This significant positive gap—where overall impact is high but the impact of institution-led research is comparatively low—signals a potential threat to sustainability. It suggests that the institution's scientific prestige may be heavily reliant on external partners rather than its own structural capacity. This invites critical reflection on whether its excellence metrics stem from genuine internal capabilities or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of 0.783 marks a moderate deviation from the national standard, which sits at a low-risk value of -0.570. This discrepancy indicates that the university is more sensitive to risk factors encouraging extreme individual publication volumes than its national peers. A high indicator in this area alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record and warrant a review of internal evaluation policies.
With a Z-score of 2.524, the university's reliance on its own journals is substantially higher than the national average of 0.979. This high exposure points to a significant risk of academic endogamy and potential conflicts of interest, as the institution acts as both judge and party in the publication process. This pattern suggests that a considerable portion of its scientific output might be bypassing independent external peer review, potentially using internal channels as 'fast tracks' to inflate publication counts without standard competitive validation, which in turn limits global visibility and credibility.
The institution's Z-score of 3.185 is at a critical level, making it a global red flag as it leads the metrics in a country already highly compromised in this area (national average of 2.965). This extremely high value is a powerful alert for the practice of 'salami slicing,' where a single coherent study is fragmented into minimal publishable units to artificially inflate productivity. This behavior seriously distorts the available scientific evidence, overburdens the peer-review system, and prioritizes publication volume over the generation of significant, novel knowledge, posing a severe threat to scientific integrity.
