| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.962 | 0.401 |
|
Retracted Output
|
0.389 | 0.228 |
|
Institutional Self-Citation
|
1.919 | 2.800 |
|
Discontinued Journals Output
|
0.232 | 1.015 |
|
Hyperauthored Output
|
-0.196 | -0.488 |
|
Leadership Impact Gap
|
-0.478 | 0.389 |
|
Hyperprolific Authors
|
-0.030 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
3.503 | 2.965 |
The National University of Science and Technology MISIS presents a complex integrity profile, marked by significant strengths in research autonomy and a clear commitment to external validation, which strongly support its mission to become a global center of engineering and science. With an overall score of 0.567, the institution demonstrates robust internal capacity, particularly in its ability to generate high-impact research under its own leadership and its avoidance of academic endogamy. These foundational strengths are reflected in its excellent positioning in the SCImago Institutions Rankings, with notable national leadership in areas such as Biochemistry, Genetics and Molecular Biology (ranked 6th) and Physics and Astronomy (ranked 7th). However, this profile is critically challenged by a significant vulnerability in publication practices, specifically an extremely high rate of redundant output. This practice, along with elevated signals in multiple affiliations and retractions, poses a direct threat to the university's ambition of solving "important scientific and technological tasks for the benefit of all mankind," as it prioritizes metric volume over the generation of substantive knowledge. To fully realize its mission, it is recommended that the institution leverage its core strengths to implement targeted governance reforms aimed at aligning publication strategies with the highest standards of scientific integrity.
The institution's Z-score of 1.962 is considerably higher than the national average of 0.401. This indicates that even within a national context where this practice is common, the university shows a greater propensity for multiple affiliations. This high exposure suggests a need for closer examination of affiliation patterns. While multiple affiliations can be a legitimate outcome of collaboration, a disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping." The university's elevated score warrants a review to ensure that all declared affiliations correspond to substantive collaborative work and transparently reflect the contributions of its researchers.
With a Z-score of 0.389, the institution's rate of retractions is higher than the national average of 0.228. This suggests that the university is more exposed to the factors leading to publication withdrawal than its national peers. Retractions are complex events, but a rate significantly above the norm can indicate that pre-publication quality control mechanisms may be failing systemically. This elevated signal serves as an alert to a potential vulnerability in the institution's integrity culture, pointing to a need for qualitative verification by management to understand the root causes and reinforce methodological rigor before research is submitted.
The institution exhibits a Z-score of 1.919, which, while indicating a notable level of self-referencing, is significantly lower than the critical national average of 2.800. This demonstrates a degree of relative containment, suggesting that although risk signals are present, the university operates with more control than the broader national system. A certain level of self-citation is natural, but the institution's ability to keep this rate below the national crisis level helps mitigate the risk of creating scientific 'echo chambers.' This controlled approach reduces the danger of endogamous impact inflation, where academic influence is oversized by internal dynamics rather than validated by the global scientific community.
The university's Z-score of 0.232 is substantially lower than the national average of 1.015. This reflects a differentiated management approach, where the institution successfully moderates a risk that is more common across the country. By maintaining a lower rate of publication in journals that fail to meet international ethical or quality standards, the university demonstrates superior due diligence in selecting dissemination channels. This proactive stance is crucial for protecting the institution from the severe reputational damage associated with 'predatory' publishing and indicates a stronger culture of information literacy among its researchers.
With a Z-score of -0.196, the institution's activity in this area is low and broadly aligns with the national standard of -0.488. However, the slightly higher score points to an incipient vulnerability that warrants monitoring. While extensive author lists are legitimate in 'Big Science' collaborations, this signal, though minor, suggests a need to ensure that authorship practices remain transparent and accountable across all disciplines. It serves as a reminder to proactively distinguish between necessary massive collaboration and any potential for 'honorary' authorship, thereby safeguarding individual accountability.
The institution shows a Z-score of -0.478, a figure that contrasts sharply and positively with the national average of 0.389. This result demonstrates strong institutional resilience, as it effectively mitigates a systemic risk prevalent in its environment. A negative score indicates that the impact of research led by the institution's own authors is robust and does not depend on external partners for prestige. This is a clear sign of structural strength, suggesting that the university's scientific excellence is driven by genuine internal capacity and intellectual leadership, rather than being a byproduct of strategic positioning in collaborations.
The institution's Z-score of -0.030 is slightly higher than the national average of -0.570, indicating an incipient vulnerability despite the overall low risk level. While high productivity can reflect leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. This minor elevation in the signal suggests that the institution should remain vigilant to prevent potential imbalances between quantity and quality. It is a prompt to ensure that institutional pressures do not inadvertently encourage practices like coercive authorship or the assignment of credit without real participation, thereby upholding the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals, a practice that stands in stark contrast to the national average of 0.979. This represents a form of preventive isolation, where the university deliberately avoids the risk dynamics observed in its environment. By shunning academic endogamy, the institution ensures its scientific production undergoes independent external peer review, which is essential for building global visibility and credibility. This policy effectively prevents conflicts of interest and the use of internal channels as 'fast tracks' for publication, reinforcing its commitment to competitive, merit-based validation.
The institution's Z-score of 3.503 is exceptionally high, surpassing even the country's already critical average of 2.965. This constitutes a global red flag, indicating that the university not only participates in a compromised national dynamic but is a leading contributor to it. This score alerts to a systemic practice of fragmenting coherent studies into 'minimal publishable units' to artificially inflate productivity metrics. Such 'salami slicing' distorts the scientific evidence base and overburdens the peer review system, prioritizing volume over the generation of significant new knowledge and posing a severe threat to the institution's scientific credibility.