Far Eastern Federal University

Region/Country

Eastern Europe
Russian Federation
Universities and research institutions

Overall

0.663

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.109 0.401
Retracted Output
1.535 0.228
Institutional Self-Citation
1.445 2.800
Discontinued Journals Output
0.547 1.015
Hyperauthored Output
-0.717 -0.488
Leadership Impact Gap
-0.031 0.389
Hyperprolific Authors
-0.323 -0.570
Institutional Journal Output
-0.268 0.979
Redundant Output
2.120 2.965
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Far Eastern Federal University presents a complex integrity profile, marked by significant strengths in research autonomy and notable resilience against certain national risk trends, but overshadowed by a critical vulnerability in its post-publication quality control. With an overall score of 0.663, the institution demonstrates commendable performance in areas such as its low reliance on institutional journals and its capacity for intellectual leadership, indicating a solid foundation of internal scientific capital. These strengths are reflected in its prominent national rankings in key scientific fields, including Biochemistry, Genetics and Molecular Biology (8th), Pharmacology, Toxicology and Pharmaceutics (9th), and Medicine (11th), according to SCImago Institutions Rankings data. However, a significant rate of retracted output presents a direct threat to its mission of fostering cooperation and ensuring prosperity, as scientific integrity is the bedrock of trust in the Asia-Pacific academic community. To fully align its operational reality with its aspirational goals, the university must urgently address this critical indicator, leveraging its demonstrated strengths in other areas to implement a robust, institution-wide framework for research quality assurance.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution registers a Z-score of 0.109, which, while placing it at a medium risk level, is notably lower than the national average of 0.401. This suggests a pattern of differentiated management, where the university moderates a risk that appears more common across the country. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's more controlled figures indicate a healthier approach to academic partnerships, though the medium risk level still warrants monitoring to ensure all affiliations are substantive and contribute genuinely to the research process rather than serving as a tool for "affiliation shopping."

Rate of Retracted Output

With a Z-score of 1.535, the university exhibits a significant risk level, starkly contrasting with the country's medium-risk average of 0.228. This finding points to a risk accentuation, where the institution appears to amplify vulnerabilities present in the national system. Retractions are complex events, but a rate this far above the norm suggests that quality control mechanisms prior to publication may be failing systemically. This high Z-score is a critical alert to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard its scientific reputation.

Rate of Institutional Self-Citation

The university's Z-score for this indicator is 1.445 (medium risk), demonstrating relative containment when compared to the country's significant-risk average of 2.800. Although risk signals are present, the institution operates with more control than the national trend. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the university's medium score, while better than its peers, still warns of a potential for endogamous impact inflation. It is crucial to ensure that the institution's academic influence is validated by the global community, avoiding the "echo chambers" that can arise when an institution's work is not subjected to sufficient external scrutiny.

Rate of Output in Discontinued Journals

The institution shows a Z-score of 0.547, which is classified as a medium risk but is substantially lower than the national average of 1.015. This indicates a differentiated management approach, where the university is more effectively moderating the risk of publishing in low-quality outlets compared to its national context. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The university's better-than-average performance suggests a greater awareness of this issue, but the medium risk level highlights an ongoing need to enhance information literacy among researchers to avoid channeling work through media that do not meet international ethical standards and pose reputational risks.

Rate of Hyper-Authored Output

With a Z-score of -0.717, the institution displays a prudent profile, managing its processes with more rigor than the national standard, which has a score of -0.488. Both scores fall within a low-risk range, but the university's even lower value is a positive signal. In fields outside of "Big Science," extensive author lists can indicate inflation or a dilution of individual accountability. The university's data suggests a healthy and transparent approach to authorship attribution, effectively distinguishing between necessary massive collaboration and questionable "honorary" authorship practices, which reinforces the integrity of its research contributions.

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

The institution demonstrates significant institutional resilience with a Z-score of -0.031 (low risk), a stark contrast to the country's medium-risk average of 0.389. This score indicates that the university's control mechanisms are successfully mitigating a systemic national risk. A wide positive gap suggests that an institution's prestige is dependent on external partners rather than its own structural capacity. The university's negligible gap is a strong indicator that its scientific excellence results from real internal capabilities and intellectual leadership, showcasing a sustainable and autonomous research ecosystem that is not reliant on exogenous influence for its impact.

Rate of Hyperprolific Authors

The university's Z-score of -0.323, while in the low-risk category, points to an incipient vulnerability as it is slightly higher than the national average of -0.570. This suggests the presence of signals that warrant review before they escalate. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. Although the current risk is low, this slight elevation relative to the national baseline indicates that this is an area to monitor to ensure a healthy balance between quantity and quality is maintained.

Rate of Output in Institutional Journals

A Z-score of -0.268 places the institution at a very low risk level, demonstrating a clear case of preventive isolation from the national trend, where the country's average is 0.979 (medium risk). This result indicates the center does not replicate the risk dynamics observed in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The university's exceptionally low score is a testament to its commitment to global visibility and competitive validation, signaling that its scientific production is consistently subjected to standard international scrutiny.

Rate of Redundant Output

The institution's Z-score of 2.120 (medium risk) indicates relative containment of a practice that is a significant problem nationally, as reflected in the country's average of 2.965. Although clear risk signals exist within the university, it appears to operate with more order than the national average. Massive bibliographic overlap between publications often indicates data fragmentation or "salami slicing," a practice of dividing studies into minimal units to artificially inflate productivity. While the university is not immune to this pressure, its ability to keep the rate below the critical national level is positive, though the medium risk score still calls for internal review to ensure that research prioritizes significant new knowledge over sheer volume.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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