| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.810 | 0.401 |
|
Retracted Output
|
0.089 | 0.228 |
|
Institutional Self-Citation
|
2.016 | 2.800 |
|
Discontinued Journals Output
|
0.176 | 1.015 |
|
Hyperauthored Output
|
-1.124 | -0.488 |
|
Leadership Impact Gap
|
-0.724 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
-0.870 | 2.965 |
The Russian State University for the Humanities (RSUH) presents a robust and well-managed scientific integrity profile, reflected in an overall score of -0.061. This indicates a commendable balance, with significant strengths in research practices that effectively counteract areas of moderate risk. The institution demonstrates exceptional governance in key areas of research ethics, showing very low risk in the Rate of Hyper-Authored Output, Rate of Hyperprolific Authors, Rate of Output in Institutional Journals, and Rate of Redundant Output. These strengths are particularly noteworthy as they show a clear disconnection from some significant risk trends at the national level. Areas requiring monitoring include a cluster of medium-risk indicators related to affiliation strategies, retractions, self-citation, and publication in discontinued journals. The university's strong performance in its core disciplines, evidenced by its Top 10 national ranking in Arts and Humanities and strong positions in Psychology and Social Sciences according to SCImago Institutions Rankings data, aligns directly with its mission. However, the medium-risk signals, while contained, could challenge the institution's ambition to be a "leading scientific and educational institution" promoting "social and humanitarian values." By leveraging its proven strengths in authorship integrity and publication ethics to address these moderate vulnerabilities, RSUH can further solidify its reputation for excellence and fully embody its mission of leadership and social responsibility in the global academic landscape.
The institution presents a Z-score of 0.810, which is higher than the national average of 0.401. Although both the university and the country fall within a medium-risk band, this comparison suggests a higher exposure to this particular risk factor within the institution. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a closer look. It indicates that the university is more prone than its national peers to practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," making it an important area for internal review to ensure all affiliations reflect substantive collaboration.
With a Z-score of 0.089, the institution shows a more controlled situation regarding retracted publications compared to the national average of 0.228. This demonstrates a differentiated management approach, where the university successfully moderates a risk that is more common across the country. Retractions are complex events, and a rate significantly higher than the global average can alert to a vulnerability in an institution's integrity culture. In this case, while the moderate risk level suggests that pre-publication quality control mechanisms could be improved, the institution's ability to maintain a lower rate than its peers indicates more effective processes for preventing the kind of recurring malpractice or lack of methodological rigor that leads to a higher volume of retractions.
The university shows a Z-score of 2.016, a medium-risk signal that is nonetheless significantly lower than the country's critical score of 2.800. This points to a successful relative containment of a major national vulnerability. A certain level of self-citation is natural, but disproportionately high rates can signal concerning scientific isolation or 'echo chambers.' While the institution's score is high enough to warrant attention to the risk of endogamous impact inflation, it operates with more order than the national average, suggesting its academic influence has a healthier balance between internal validation and recognition from the global community.
The institution's Z-score of 0.176 is substantially lower than the national average of 1.015, even though both are classified as medium risk. This indicates a differentiated management strategy that effectively moderates a common national issue. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The university's more favorable score suggests it has stronger mechanisms or greater awareness to avoid channeling its scientific production into media that do not meet international ethical or quality standards, thereby better protecting itself from severe reputational risks and the waste of resources on 'predatory' practices.
With a Z-score of -1.124, the institution demonstrates a very low risk in this area, contrasting favorably with the country's low-risk score of -0.488. This low-profile consistency shows an absence of risk signals that aligns with, and even improves upon, the national standard. In disciplines like the humanities and social sciences, extensive author lists are not the norm. Therefore, this very low score confirms that the institution's authorship practices are transparent and maintain individual accountability, successfully avoiding any signs of author list inflation or 'honorary' authorships.
The institution exhibits a Z-score of -0.724, a low-risk value that signifies a position of strength, particularly when compared to the country's medium-risk score of 0.389. This demonstrates institutional resilience, as control mechanisms appear to successfully mitigate systemic national risks. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own capacity. RSUH's negative score indicates the opposite: its own-led research has a higher impact than its collaborative output. This is a clear sign of a sustainable and robust research ecosystem, where excellence is generated by structural internal capacity and intellectual leadership.
The university's Z-score of -1.413 places it in the very low-risk category, a stronger position than the national low-risk average of -0.570. This low-profile consistency, with a near-total absence of risk signals, is a positive indicator of the institution's research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks such as coercive authorship or prioritizing metrics over scientific integrity. The institution's excellent score suggests a healthy balance between quantity and quality, fostering an environment where the integrity of the scientific record is valued.
With a Z-score of -0.268, the institution is at a very low risk level, showcasing a preventive isolation from the medium-risk dynamics observed at the national level (score of 0.979). This indicates a strong commitment to external validation. By not depending on its own journals, the university effectively avoids the conflicts of interest and academic endogamy that can arise when an institution acts as both judge and party. This practice ensures that its scientific production bypasses potential 'fast tracks' and undergoes independent external peer review, which strengthens its global visibility and credibility.
The institution achieves an exceptionally low-risk Z-score of -0.870, marking a stark and positive environmental disconnection from the country's critical risk score of 2.965. This result highlights robust internal governance that is independent of the national situation. In a context where artificially inflating productivity by dividing studies into 'minimal publishable units' is a significant problem, the university stands apart. This very low score indicates a research culture that prioritizes the generation of significant new knowledge over volume, thereby upholding the integrity of scientific evidence and avoiding practices that overburden the academic review system.
