| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.260 | 0.401 |
|
Retracted Output
|
0.032 | 0.228 |
|
Institutional Self-Citation
|
2.028 | 2.800 |
|
Discontinued Journals Output
|
-0.055 | 1.015 |
|
Hyperauthored Output
|
-0.389 | -0.488 |
|
Leadership Impact Gap
|
-0.025 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
2.671 | 2.965 |
Saint Petersburg State Pediatric Medical University demonstrates a robust scientific integrity profile, reflected in an overall risk score of 0.019. The institution exhibits notable strengths in mitigating risks associated with hyperprolific authorship and publication in institutional journals, indicating a strong culture of quality over quantity and a commitment to external validation. Furthermore, the university shows significant resilience by maintaining lower risk levels than the national average in areas like institutional self-citation and publication in discontinued journals. However, a critical vulnerability is identified in the Rate of Redundant Output (Salami Slicing), which presents a significant risk and requires immediate strategic intervention. According to SCImago Institutions Rankings data, the university's key thematic strengths lie in Medicine; Biochemistry, Genetics and Molecular Biology; Pharmacology, Toxicology and Pharmaceutics; and Psychology. While its overall performance aligns with the pursuit of academic excellence, the high rate of redundant publication could undermine this mission by prioritizing volume over the generation of significant, impactful knowledge. To solidify its reputation as a leading medical university, it is recommended that the institution focuses on implementing stricter guidelines and training on publication ethics to address this specific vulnerability, thereby enhancing the integrity and long-term value of its scientific contributions.
The institution presents a Z-score of -0.260, a low-risk value that contrasts favorably with the national average of 0.401. This suggests the presence of effective institutional control mechanisms that mitigate the systemic risks observed across the country. While multiple affiliations can be a legitimate outcome of collaboration, the university's data indicates that its policies successfully prevent the inflation of institutional credit or strategic “affiliation shopping,” a practice that appears more prevalent at the national level. This demonstrates a resilient and transparent approach to academic partnerships.
With a Z-score of 0.032, the institution's rate of retractions is moderate, yet it reflects more differentiated management compared to the national average of 0.228. Although both operate within a medium-risk context, the university's significantly lower score indicates a more effective moderation of this risk. Retractions are complex events, and while some signify responsible error correction, a persistent rate suggests that pre-publication quality control mechanisms may have systemic weaknesses. This value serves as a prompt for management to conduct a qualitative review to prevent recurring malpractice and reinforce methodological rigor.
The institution's Z-score for self-citation is 2.028, a medium-risk signal that demonstrates relative containment when compared to the country's significant-risk average of 2.800. Although risk signals are present, the data suggests the institution operates with more control than its national peers. A certain level of self-citation is natural, but this elevated rate warns of a potential 'echo chamber' where work is validated internally, risking an endogamous inflation of impact. The university appears to be managing this better than the national system, but it remains a vulnerability that could limit the external validation of its research.
The institution shows a Z-score of -0.055, a low-risk signal that points to institutional resilience against a challenging national backdrop, where the average score is 1.015. This strong performance indicates that the university's researchers exercise excellent due diligence in selecting dissemination channels. By avoiding journals that fail to meet international ethical or quality standards, the institution effectively protects itself from the severe reputational risks and wasted resources associated with 'predatory' practices, a challenge that appears more systemic at the country level.
With a Z-score of -0.389, the institution's rate of hyper-authored output is low, yet it points to an incipient vulnerability as it is slightly higher than the national average of -0.488. This subtle difference suggests that while the issue is not widespread, the institution shows signals that warrant review before they escalate. In fields outside of 'Big Science,' high author counts can indicate inflation of author lists, which dilutes individual accountability. This metric serves as a signal to ensure that authorship practices remain transparent and distinguish necessary collaboration from 'honorary' attributions.
The institution records a Z-score of -0.025, a low-risk value indicating a healthy and sustainable impact profile, especially when contrasted with the national medium-risk average of 0.389. This result suggests that the university's scientific prestige is structural and derived from its own internal capacity, as there is no significant gap between its overall impact and the impact of research where it exercises intellectual leadership. This stands as a mark of institutional resilience, showing it is not dependent on external partners to achieve excellence, a risk more apparent in the broader national context.
The institution's Z-score of -1.413 places it in the very low-risk category, demonstrating a clear absence of risk signals that is even more pronounced than the country's low-risk average of -0.570. This low-profile consistency indicates a healthy academic environment where quality is not sacrificed for quantity. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship. The university's excellent performance in this area highlights a strong culture of integrity that values substantive scientific work over inflated metrics.
With a Z-score of -0.268, the institution shows a very low-risk profile, indicating a form of preventive isolation from the national trend, where the average score is a medium-risk 0.979. This demonstrates a strong commitment to seeking external, independent peer review for its research. By avoiding over-reliance on in-house journals, the university mitigates the conflicts of interest and academic endogamy that can arise when an institution acts as both judge and party. This practice enhances the global visibility and competitive validation of its scientific output.
The institution's Z-score of 2.671 represents a significant risk, constituting an attenuated alert within a critical national context (country average: 2.965). Although the university shows slightly more control than the national average, it remains a global outlier in this indicator. A high value is a strong warning against the practice of fragmenting a coherent study into 'minimal publishable units' to artificially inflate productivity, a behavior known as 'salami slicing.' This practice distorts the scientific evidence base and overburdens the review system, signaling an urgent need to reinforce policies that prioritize the generation of significant new knowledge over sheer publication volume.
