| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.311 | 0.401 |
|
Retracted Output
|
5.405 | 0.228 |
|
Institutional Self-Citation
|
2.274 | 2.800 |
|
Discontinued Journals Output
|
1.457 | 1.015 |
|
Hyperauthored Output
|
-1.296 | -0.488 |
|
Leadership Impact Gap
|
-1.388 | 0.389 |
|
Hyperprolific Authors
|
-0.972 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
0.143 | 2.965 |
Moscow State Institute of International Relations (MGIMO) presents a complex integrity profile with an overall score of 1.744, indicating a medium level of aggregate risk. The institution demonstrates exceptional governance and scientific autonomy in areas such as authorship practices, intellectual leadership, and the use of institutional journals. However, these considerable strengths are counterbalanced by critical vulnerabilities, most notably a significant rate of retracted publications, alongside medium-risk signals in self-citation and publication in discontinued journals, which require immediate strategic attention. According to SCImago Institutions Rankings data, MGIMO confirms its leadership in core disciplines, ranking among the top national institutions in Business, Management and Accounting (6th), Economics, Econometrics and Finance (6th), Arts and Humanities (7th), and Social Sciences (8th). This strong thematic positioning aligns with its mission to be a "leading university," yet the identified integrity risks directly challenge the mission's pillars of promoting "best practices" and setting "standards." Such vulnerabilities can undermine its role in "academic diplomacy" and compromise its goal of being an "advanced university of a new generation." By strategically addressing these specific integrity gaps, MGIMO can protect its hard-won reputation, ensure its scientific output is robust and credible, and fully align its operational practices with its ambitious vision of global academic leadership.
The institution's Z-score of -0.311 is notably lower than the national average of 0.401, demonstrating effective control mechanisms that mitigate a risk more prevalent at the national level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. MGIMO's controlled rate suggests a robust policy that prevents such “affiliation shopping,” ensuring that institutional credit is earned and accurately represented, in contrast to the broader national trend.
The institution's Z-score of 5.405 is critically high, especially when compared to the national average of 0.228, indicating that it significantly amplifies a vulnerability present in the national system. Retractions are complex events, but a rate this far above the norm is a serious alert suggesting that quality control mechanisms prior to publication may be failing systemically. Beyond individual cases, this score points 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 protect its scientific reputation.
With a Z-score of 2.274, the institution displays a medium risk level but operates with more control than the national average, which stands at a significant 2.800. This suggests a degree of relative containment of a nationally widespread practice. A certain level of self-citation is natural and reflects the continuity of research lines; however, disproportionately high rates can signal concerning scientific isolation or 'echo chambers.' MGIMO's score, though notable, indicates it is less prone to the risk of endogamous impact inflation than its national peers, but it should still monitor this to ensure its academic influence is validated by the global community, not just internal dynamics.
The institution's Z-score of 1.457, compared to the national average of 1.015, shows a greater propensity for publishing in discontinued journals, indicating a higher exposure to the associated risks. A high proportion of output in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This score suggests that a significant portion of the institution's scientific production is being channeled through media that may not meet international ethical or quality standards, exposing it to severe reputational risks and highlighting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of -1.296 is well within the very low-risk range, aligning with the low-risk national standard of -0.488. This absence of risk signals demonstrates a healthy approach to authorship. In disciplines outside of 'Big Science,' extensive author lists can indicate author list inflation, diluting individual accountability. MGIMO's excellent result suggests that its authorship practices are transparent and responsible, effectively distinguishing between necessary massive collaboration and inappropriate 'honorary' authorship practices.
The institution shows a remarkable disconnection from the risk dynamics observed nationally, with a Z-score of -1.388 against the country's medium-risk score of 0.389. A very wide positive gap in this indicator signals a dependency on external partners for impact. MGIMO's negative score is a strong sign of scientific self-sufficiency, indicating that its prestige is built on genuine internal capacity and intellectual leadership, rather than being dependent on the leadership of external collaborators. This is a key indicator of sustainable and structural excellence.
With a Z-score of -0.972, the institution demonstrates a very low risk of hyperprolific authorship, consistent with the low-risk national average of -0.570. Extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution. MGIMO's low indicator in this area alerts to a healthy research environment that prioritizes the integrity of the scientific record over the inflation of productivity metrics, avoiding risks such as coercive authorship or the assignment of authorship without real participation.
The institution effectively isolates itself from a risk prevalent in its national environment, posting a very low-risk Z-score of -0.268 compared to the country's medium-risk score of 0.979. Excessive dependence on in-house journals raises conflicts of interest and risks academic endogamy. MGIMO's low rate of publication in its own journals demonstrates a commitment to independent, external peer review, which enhances the global visibility and competitive validation of its research, avoiding the use of internal channels as 'fast tracks' to inflate CVs.
The institution's Z-score of 0.143 indicates a medium risk but also shows significant containment compared to the critical national average of 2.965. Massive and recurring bibliographic overlap between simultaneous publications usually indicates data fragmentation or 'salami slicing.' This practice involves dividing a coherent study into minimal publishable units to artificially inflate productivity. While MGIMO is not entirely free of this risk, it manages it far more effectively than its national peers, suggesting a stronger institutional focus on producing significant, coherent knowledge over simply maximizing publication volume.
