| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.032 | 0.401 |
|
Retracted Output
|
0.032 | 0.228 |
|
Institutional Self-Citation
|
14.836 | 2.800 |
|
Discontinued Journals Output
|
0.255 | 1.015 |
|
Hyperauthored Output
|
-1.236 | -0.488 |
|
Leadership Impact Gap
|
-3.025 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
9.226 | 2.965 |
Moscow Technical University of Communications and Informatics demonstrates a strong overall performance profile, reflected in an integrity score of 0.886. This score highlights a notable duality: on one hand, the institution exhibits exceptional governance and scientific maturity in key areas, with very low risk in hyper-authorship, dependency on external leadership, hyperprolific authors, and use of institutional journals. These strengths suggest a robust internal culture focused on organic research development and accountability. On the other hand, this positive profile is critically undermined by two significant outliers: an extremely high rate of institutional self-citation and a similarly alarming rate of redundant output (salami slicing). These weaknesses are particularly concerning as they significantly exceed the already high national averages, pointing to systemic issues that require immediate attention. The University's strong reputation in core thematic areas, evidenced by its high national rankings in Engineering (22nd), Computer Science (26th), and Mathematics according to SCImago Institutions Rankings, provides a solid foundation for its mission. However, the detected integrity risks directly challenge the mission to train professionals for a "global information society," as practices like endogamous citation and data fragmentation foster isolation rather than global engagement and distort the principles of transparent scientific contribution. To fully align its operational practices with its strategic vision, it is recommended that the University leverage its clear strengths in research governance to conduct a targeted review of its publication and citation policies, ensuring its impressive scientific output is matched by unimpeachable integrity.
The institution's Z-score for this indicator is 0.032, which is considerably lower than the national average of 0.401. Although both the institution and the country fall within a medium-risk category, this significant difference in scores suggests a more controlled and deliberate approach to academic collaborations at the university. While multiple affiliations are often legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's moderated profile indicates effective management that mitigates the risks of "affiliation shopping" that may be more prevalent in the broader national context, ensuring that partnerships are substantive rather than purely tactical.
With a Z-score of 0.032, the institution demonstrates a lower incidence of retracted publications compared to the national average of 0.228, despite both being classified as medium risk. This suggests that the university's internal quality control mechanisms are more effective than the national standard. Retractions are complex events, and a rate significantly higher than average can alert to a systemic vulnerability in an institution's integrity culture. In this case, the university appears to be successfully moderating a nationally present risk, indicating that its pre-publication review and supervision processes are better at preventing the types of methodological or ethical failures that lead to retractions.
This indicator presents a critical alert, with the institution's Z-score of 14.836 drastically exceeding the already significant national average of 2.800. This result positions the university as a primary driver of this high-risk practice within a nationally compromised environment. A certain level of self-citation is natural, but these disproportionately high rates signal a severe risk of an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This pattern of endogamous impact inflation suggests the institution's academic influence may be oversized by internal dynamics rather than global community recognition, a practice that requires urgent strategic review.
The university's Z-score of 0.255 is notably lower than the national average of 1.015, placing it in a more favorable position within the shared medium-risk context. This indicates that the institution exercises superior due diligence in selecting dissemination channels compared to its national peers. A high proportion of publications in such journals constitutes a critical alert regarding institutional oversight. By effectively moderating this risk, the university better protects its reputation and resources from being wasted on 'predatory' or low-quality practices that fail to meet international ethical or quality standards.
The institution demonstrates an exemplary profile with a very low-risk Z-score of -1.236, which is significantly more conservative than the low-risk national average of -0.488. This absence of risk signals is consistent with, and even improves upon, the national standard for integrity in authorship. This indicates that the university's authorship practices are well-governed and transparent, successfully avoiding the risk of author list inflation or the inclusion of 'honorary' authorships, thereby ensuring clear individual accountability for the research produced.
The university shows remarkable strength in this area, with a very low-risk Z-score of -3.025 that starkly contrasts with the country's medium-risk score of 0.389. This result signifies a clear preventive isolation from the national trend, where institutions may rely on external partners for impact. A wide positive gap can signal that prestige is dependent and exogenous; however, this institution's score suggests its scientific prestige is structural and built upon strong internal capacity. This is a clear indicator of scientific maturity, showing that its excellence metrics are a direct result of its own intellectual leadership.
With a very low-risk Z-score of -1.413, the institution shows robust control over publication practices, performing better than the already low-risk national average of -0.570. This lack of risk signals aligns perfectly with a healthy academic environment. It suggests the university fosters a culture that prioritizes the integrity of the scientific record and meaningful intellectual contribution over sheer volume, effectively mitigating the risks associated with hyperprolificacy, such as coercive authorship or the dilution of individual responsibility.
The institution maintains a very low-risk profile with a Z-score of -0.268, setting it apart from the medium-risk dynamic observed nationally (Z-score 0.979). This demonstrates a form of preventive isolation, where the university avoids the national tendency towards academic endogamy. By not relying excessively on its own journals, the institution ensures its research bypasses potential conflicts of interest and is subjected to independent external peer review. This approach enhances global visibility and upholds competitive validation standards, steering clear of using internal channels as potential 'fast tracks' to inflate publication counts.
This indicator is a second area of critical concern, as the institution's Z-score of 9.226 is exceptionally high and dramatically amplifies the significant risk level already present at the national level (2.965). This positions the university as a focal point for this practice in a country where it is a widespread issue. Such a high value is a strong alert for the practice of dividing a coherent study into 'minimal publishable units' to artificially inflate productivity. This behavior not only overburdens the peer review system but also distorts the available scientific evidence, prioritizing volume over the generation of significant new knowledge and requiring immediate intervention.
