| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.695 | -0.497 |
|
Retracted Output
|
-0.540 | -0.244 |
|
Institutional Self-Citation
|
-0.412 | 0.340 |
|
Discontinued Journals Output
|
-0.453 | -0.290 |
|
Hyperauthored Output
|
2.034 | 1.457 |
|
Leadership Impact Gap
|
0.182 | 0.283 |
|
Hyperprolific Authors
|
4.048 | 0.625 |
|
Institutional Journal Output
|
-0.268 | -0.177 |
|
Redundant Output
|
0.021 | 0.224 |
Universita Vita-Salute San Raffaele presents a robust yet complex scientific integrity profile, with an overall risk score of 0.147 that indicates a solid foundation punctuated by specific areas requiring strategic attention. The institution demonstrates exceptional strengths in governance and quality control, evidenced by very low risk levels in Retracted Output, Output in Discontinued Journals, and Output in Institutional Journals. These results reflect a strong commitment to ethical publication channels and rigorous pre-publication oversight. This operational excellence supports the university's outstanding thematic performance, as highlighted by SCImago Institutions Rankings data, where it holds top-tier national positions in Chemistry, Medicine, and Biochemistry, Genetics and Molecular Biology. However, this profile is contrasted by significant alerts in Hyper-Authored Output and, most critically, Hyperprolific Authors. These authorship-related risks create a potential tension with the institution's profound mission to explore the uniqueness of the human being ("Quid est homo"). Practices that may dilute individual accountability or prioritize publication volume over substantive intellectual contribution could inadvertently undermine this human-centric philosophy. To fully align its operational practices with its strategic vision, the university is encouraged to undertake a focused review of its authorship and productivity incentive policies, ensuring its impressive research capacity is channeled in a way that fully honors its commitment to scientific depth and integrity.
With a Z-score of -0.695, significantly lower than the national average of -0.497, the institution exhibits a prudent and well-managed approach to researcher affiliations. This performance suggests that the university's processes are more rigorous than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate indicates that the institution effectively avoids practices aimed at strategically inflating institutional credit or "affiliation shopping," ensuring that declared affiliations reflect substantive and genuine collaborations.
The institution's Z-score of -0.540 is exceptionally low, positioning it favorably against the already low-risk national average of -0.244. This demonstrates a high degree of low-profile consistency, where the near-total absence of risk signals aligns with a secure national environment. Retractions can be complex events, but such a minimal rate strongly suggests that the institution's quality control and supervision mechanisms prior to publication are robust and effective, safeguarding its scientific record and reflecting a mature culture of integrity.
The university demonstrates notable institutional resilience, with a Z-score of -0.412 in a national context showing a medium risk level (Z-score: 0.340). This indicates that internal control mechanisms are successfully mitigating the systemic risk of self-citation prevalent in the country. While a certain level of self-citation is natural, the institution's low rate suggests it actively fosters external validation and avoids the "echo chambers" that can arise from endogamous impact inflation, ensuring its academic influence is validated by the global scientific community.
With a Z-score of -0.453 compared to the national average of -0.290, the institution shows strong consistency in its selection of high-quality publication venues. This near-absence of publications in journals that fail to meet international standards indicates that robust due diligence is an integral part of its research dissemination strategy. By effectively avoiding these channels, the university protects its researchers and its reputation from the severe risks associated with "predatory" or low-quality practices, ensuring resources are invested in credible and impactful science.
This indicator presents a global red flag for the institution, whose Z-score of 2.034 significantly surpasses the already high national average of 1.457. The university not only participates in but leads a critical national trend toward hyper-authorship. In disciplines outside of "Big Science," such extensive author lists can be a signal of author list inflation, which dilutes individual accountability and transparency. This result urgently calls for a qualitative review to distinguish between necessary massive collaborations and potential "honorary" authorship practices that compromise the integrity of the scientific record.
The institution demonstrates differentiated management in its collaboration strategy, with a Z-score of 0.182, which is notably lower than the national average of 0.283. Although it reflects the common national pattern of a medium-level dependency on external partners for impact, the university moderates this risk more effectively than its peers. This suggests a healthier balance between leveraging international collaborations and building its own structural scientific prestige, indicating a more sustainable path toward developing its internal capacity for intellectual leadership.
This indicator signals a significant risk accentuation, as the institution's critical Z-score of 4.048 far exceeds the national medium-risk average of 0.625. The university appears to be an epicenter for this practice, amplifying a vulnerability present in the national system. Extreme individual publication volumes challenge the limits of meaningful intellectual contribution and can point to systemic issues such as coercive authorship or an excessive focus on quantity over quality. This dynamic warrants an immediate and deep integrity assessment to rebalance productivity incentives with the principles of sound scientific practice.
The institution's Z-score of -0.268, even lower than the secure national average of -0.177, represents a state of total operational silence on this indicator. This complete absence of risk signals demonstrates an exemplary commitment to independent, external peer review. By avoiding reliance on in-house journals, the university eliminates any potential conflicts of interest and reinforces the credibility of its research, ensuring its scientific output is validated through standard competitive channels and achieves global visibility.
With a Z-score of 0.021, the institution shows effective and differentiated management of publication redundancy when compared to the national average of 0.224. While operating in a context where this practice presents a medium risk, the university's significantly lower score suggests it successfully discourages the fragmentation of studies into "minimal publishable units." This reflects a culture that prioritizes the communication of significant new knowledge over the artificial inflation of productivity metrics, thereby strengthening the integrity of the scientific evidence it produces.
