| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.576 | -0.497 |
|
Retracted Output
|
-0.456 | -0.244 |
|
Institutional Self-Citation
|
-0.239 | 0.340 |
|
Discontinued Journals Output
|
-0.377 | -0.290 |
|
Hyperauthored Output
|
2.415 | 1.457 |
|
Leadership Impact Gap
|
1.910 | 0.283 |
|
Hyperprolific Authors
|
0.556 | 0.625 |
|
Institutional Journal Output
|
-0.229 | -0.177 |
|
Redundant Output
|
0.121 | 0.224 |
The Universita degli Studi di Udine demonstrates a robust and commendable overall scientific integrity profile, with a global risk score of -0.027 indicating a very low-risk environment. The institution exhibits exceptional control in key areas such as the near-total absence of publications in discontinued journals, minimal retractions, and a healthy independence from institutional journals, reflecting strong governance and a commitment to high-quality dissemination. However, this solid foundation is contrasted by two significant areas of concern: a critically high rate of hyper-authored output and a notable gap between the impact of its overall research and that led by its own authors. According to SCImago Institutions Rankings data, the university's strengths are particularly pronounced in Chemistry, Agricultural and Biological Sciences, Veterinary, and Physics and Astronomy, where it holds top-tier national rankings. These risk indicators, particularly the dependency on external leadership for impact, could challenge the fulfillment of its mission to "foster the development of... skills of students and the civil, cultural, economic and social growth of the territory." An over-reliance on collaborative impact without corresponding internal leadership may hinder the development of self-sustaining local excellence. To fully align its operational practices with its strategic vision, it is recommended that the institution undertake a focused review of its authorship and collaboration policies to ensure that its impressive research output translates into sustainable, sovereign intellectual capacity.
The institution demonstrates a prudent and rigorous approach to managing researcher affiliations, with a Z-score of -0.576 that is slightly more controlled than the national average of -0.497. This suggests that the university's processes are more stringent than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this contained rate indicates an effective oversight that likely prevents strategic attempts to inflate institutional credit or engage in “affiliation shopping,” ensuring that institutional representation is both accurate and meaningful.
With a Z-score of -0.456, the institution shows a near-total absence of risk signals related to retracted publications, a figure that aligns perfectly with the low-risk national environment (Z-score -0.244). This consistency underscores the effectiveness of the university's pre-publication quality control and supervision mechanisms. Such a low rate is a strong indicator of a healthy integrity culture, suggesting that methodological rigor is well-established and that potential errors are identified and corrected internally, preventing systemic failures that would necessitate public retractions.
The university displays significant institutional resilience, effectively mitigating the systemic risks of self-citation that are more prevalent at the national level. Its Z-score of -0.239 stands in stark contrast to the country's medium-risk average of 0.340, indicating that robust internal control mechanisms are successfully preventing scientific isolation. This low rate demonstrates that the institution's academic influence is validated by the global community rather than being inflated by internal 'echo chambers,' thereby avoiding the risk of endogamous impact and ensuring its work undergoes sufficient external scrutiny.
The institution's performance in this area is exemplary, with a Z-score of -0.377 that reflects a near-complete avoidance of discontinued journals, consistent with the low-risk national standard (Z-score -0.290). This lack of risk signals points to a highly effective due diligence process for selecting dissemination channels. It indicates that researchers are well-informed and successfully avoid predatory or low-quality publishing practices, which protects the institution from severe reputational risks and ensures that research efforts are channeled toward impactful and credible venues.
This indicator presents a critical alert for the institution. Its Z-score of 2.415 is not only in the significant risk category but also substantially amplifies the vulnerability already present in the national system (Z-score 1.457). This extreme value serves as a global red flag, suggesting that the institution is a leader in risk metrics within a country already facing challenges in this area. When this pattern appears outside of 'Big Science' contexts, it can signal systemic author list inflation, which dilutes individual accountability and transparency. An urgent qualitative review is required to distinguish legitimate massive collaborations from potential 'honorary' or political authorship practices that compromise scientific integrity.
The institution shows a high exposure to risks associated with impact dependency, with a Z-score of 1.910 that is significantly higher than the national average of 0.283. This indicates that the university is more prone than its peers to showing a wide gap between the impact of its overall output and the impact of research it leads. Such a high value suggests that its scientific prestige may be overly dependent and exogenous, not structural. This finding warns of a sustainability risk and invites a strategic reflection on whether the institution's excellence metrics result from its own internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership.
The university demonstrates effective and differentiated management of author productivity. With a Z-score of 0.556, it maintains a moderate risk level that is slightly below the national average of 0.625, suggesting an ability to moderate practices that may be more common across the country. While high productivity can be a sign of leadership, extreme volumes can challenge the limits of meaningful intellectual contribution. By keeping this indicator in check, the institution mitigates potential risks such as coercive authorship or an undue focus on quantity over quality, thereby protecting the integrity of its scientific record.
In this domain, the institution exhibits total operational silence, with a Z-score of -0.229 that is even lower than the minimal national average of -0.177. This complete absence of risk signals reflects a strong commitment to external, independent validation. By avoiding reliance on in-house journals, the university effectively circumvents potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production is subjected to standard competitive peer review, which in turn enhances its global visibility and credibility.
The institution shows a differentiated management approach to redundant publications, with a Z-score of 0.121 that is considerably lower than the national average of 0.224. This indicates that the university is successfully moderating a risk that is more prevalent in its environment. A lower rate suggests that institutional culture and policies effectively discourage 'salami slicing'—the practice of fragmenting a single study into minimal publishable units to artificially inflate productivity. This responsible approach ensures the publication of more significant and coherent knowledge, which strengthens the scientific evidence base and respects the academic review system.
