| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.089 | -0.062 |
|
Retracted Output
|
0.032 | -0.050 |
|
Institutional Self-Citation
|
-0.994 | 0.045 |
|
Discontinued Journals Output
|
0.335 | -0.024 |
|
Hyperauthored Output
|
-0.166 | -0.721 |
|
Leadership Impact Gap
|
-0.171 | -0.809 |
|
Hyperprolific Authors
|
0.034 | 0.425 |
|
Institutional Journal Output
|
6.319 | -0.010 |
|
Redundant Output
|
-0.744 | -0.515 |
The Second Military Medical University presents a profile of moderate overall performance (Score: 0.499), characterized by a notable duality. On one hand, the institution demonstrates exceptional control in fundamental integrity areas, with very low risk in the Rate of Multiple Affiliations, Institutional Self-Citation, and Redundant Output, indicating a solid foundation in research ethics. However, this is contrasted by significant vulnerabilities, particularly a critical-level Rate of Output in Institutional Journals, and medium-level risks in Retracted Output, Output in Discontinued Journals, and Hyperprolific Authors. According to SCImago Institutions Rankings data, the university's scientific excellence is concentrated in key medical and life science fields, with top-tier national rankings in Pharmacology, Toxicology and Pharmaceutics, Dentistry, Medicine, and Biochemistry, Genetics and Molecular Biology. While the institution's specific mission was not available for this analysis, the identified risks—especially the severe endogamy suggested by the reliance on institutional journals—directly challenge universal academic values of transparency, external validation, and global impact. To fully leverage its thematic strengths and secure its reputation, the university is advised to undertake a strategic review of its publication and quality assurance policies, ensuring its operational practices align with its clear potential for world-class scientific leadership.
The institution exhibits a Z-score of -1.089, positioning it well below the national average of -0.062. This result demonstrates a commendable alignment with national standards, reflecting a very low-risk profile in an already low-risk environment. This low-profile consistency suggests that the university's collaboration and affiliation policies are robust and transparent. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the institution's data shows no signs of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a culture of clear and accountable academic contribution.
With a Z-score of 0.032, the institution presents a medium-risk signal that moderately deviates from the low-risk national standard (Z-score: -0.050). This discrepancy suggests the university is more sensitive than its national peers to factors that can lead to publication retractions. Retractions are complex events, but a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing more frequently than expected, indicating a possible lack of methodological rigor or recurring malpractice that warrants immediate qualitative verification by management.
The institution's Z-score of -0.994 is exceptionally low, especially when contrasted with the medium-risk national average of 0.045. This demonstrates a clear case of preventive isolation, where the university actively avoids the risk dynamics observed in its wider environment. A certain level of self-citation is natural, but the institution's very low rate indicates it is not creating scientific 'echo chambers' or engaging in endogamous impact inflation. Instead, this result strongly suggests that the university's academic influence is validated by the global community, reflecting a commitment to external scrutiny rather than relying on internal dynamics for recognition.
The university's Z-score of 0.335 indicates a medium level of risk, showing a moderate deviation from the low-risk national average (Z-score: -0.024). This suggests the institution is more prone than its peers to publishing in outlets that do not meet international standards. This pattern constitutes a critical alert regarding due diligence in selecting dissemination channels. The Z-score indicates that a significant portion of its scientific production may be channeled through media that fail to uphold ethical or quality benchmarks, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to avoid wasting resources on 'predatory' or low-quality practices.
At a Z-score of -0.166, the institution's low-risk level is statistically normal for its context; however, it is notably higher than the national average of -0.721. This gap points to an incipient vulnerability, suggesting that while the issue is not yet critical, the university shows signals that warrant review before they escalate. In disciplines outside of 'Big Science,' a high rate of hyper-authorship can indicate author list inflation, which dilutes individual accountability. This signal serves as a prompt to ensure that authorship practices are based on meaningful contributions rather than 'honorary' or political considerations.
The institution shows a Z-score of -0.171, a low-risk signal that represents a slight divergence from the very low-risk national context (Z-score: -0.809). This indicates that the university may be more reliant on external partners for its citation impact than is typical for the country. This gap signals a potential sustainability risk, suggesting that its scientific prestige could be more dependent and exogenous than structural. This finding invites reflection on whether the institution's excellence metrics result from its own internal capacity and intellectual leadership or from strategic positioning in collaborations where it plays a supporting role.
The institution's Z-score of 0.034 places it in the medium-risk category, similar to the national average of 0.425. However, its score is substantially lower than the country's, indicating a form of differentiated management where it successfully moderates a risk that appears more common nationally. While extreme individual publication volumes can challenge the limits of meaningful intellectual contribution, the university appears to exert more control over this dynamic than its peers. This suggests a healthier balance between quantity and quality and a lower exposure to risks such as coercive authorship or the assignment of authorship without real participation.
With a Z-score of 6.319, the institution displays a significant-risk profile that represents a severe discrepancy from the low-risk national standard (Z-score: -0.010). This atypical activity is a critical red flag requiring a deep integrity assessment. Excessive dependence on in-house journals raises serious conflicts of interest, as the institution acts as both judge and party in the publication process. This high Z-score warns of acute academic endogamy, where scientific work may be bypassing independent external peer review. This practice not only limits global visibility but also suggests the use of internal channels as 'fast tracks' to inflate CVs without standard competitive validation, undermining the credibility of the research produced.
The institution's Z-score of -0.744 is exceptionally low, indicating a near-total absence of risk signals, even when compared to the very low national average of -0.515. This state of total operational silence is a strong positive indicator of research integrity. It demonstrates that the university's researchers are focused on producing substantive new knowledge rather than engaging in 'salami slicing'—the practice of dividing a single study into minimal publishable units to artificially inflate productivity. This commitment to meaningful scholarship prevents the distortion of scientific evidence and reinforces the institution's reputation for quality.
