| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.487 | -0.497 |
|
Retracted Output
|
-0.503 | -0.244 |
|
Institutional Self-Citation
|
0.083 | 0.340 |
|
Discontinued Journals Output
|
-0.307 | -0.290 |
|
Hyperauthored Output
|
4.748 | 1.457 |
|
Leadership Impact Gap
|
1.494 | 0.283 |
|
Hyperprolific Authors
|
1.898 | 0.625 |
|
Institutional Journal Output
|
-0.268 | -0.177 |
|
Redundant Output
|
-0.481 | 0.224 |
Universita degli Studi del Piemonte Orientale Amedeo Avogadro presents a robust scientific integrity profile, with an overall risk score of 0.194, indicating strong performance in several key areas. The institution demonstrates exceptional control over its publication processes, with very low risk signals for retracted output, redundant publications, and output in institutional journals. These strengths suggest a solid foundation of quality control and a commitment to external validation. However, this positive outlook is contrasted by significant and medium-level risks that require strategic attention. The rate of hyper-authored output is a critical outlier, and the rates of hyper-prolific authors and the gap in research impact signal potential vulnerabilities in authorship practices and long-term scientific autonomy. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Energy (ranked 7th in Italy), Agricultural and Biological Sciences (17th), and Environmental Science (23rd). The identified risks, particularly those related to authorship and impact dependency, could undermine a mission centered on research excellence and accountability. To ensure its scientific leadership is both sustainable and credible, the institution is advised to leverage its procedural strengths to audit and reform its authorship and collaboration policies, thereby aligning its impressive research output with the highest standards of scientific integrity.
The institution's Z-score for this indicator is -0.487, which is statistically aligned with the national average of -0.497. This alignment indicates that the institution's level of collaborative affiliations is normal and expected for its context. The rate reflects standard academic practices, where multiple affiliations are a legitimate result of researcher mobility and partnerships between universities. The data does not suggest any strategic attempts to inflate institutional credit through "affiliation shopping," but rather points to a healthy and conventional pattern of inter-institutional collaboration consistent with national trends.
With a Z-score of -0.503, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the already low-risk national average of -0.244. This low-profile consistency suggests that the institution's quality control and supervision mechanisms are highly effective. Retractions can be complex, but this near-absence of signals indicates that the institutional culture promotes methodological rigor and responsible research, minimizing the likelihood of systemic errors or malpractice that would lead to retractions. This performance is a strong testament to the integrity of its pre-publication review processes.
The institution's Z-score of 0.083 is notably lower than the national average of 0.340, although both fall within the medium-risk category. This demonstrates a differentiated management approach, where the institution successfully moderates a risk that is more pronounced across the country. While a certain level of self-citation is natural for continuing established research lines, the institution's lower rate suggests it is effectively avoiding the creation of scientific 'echo chambers.' This indicates a healthy balance, where the institution's work is validated through sufficient external scrutiny, mitigating the risk of endogamous impact inflation and reinforcing its recognition by the global community.
The institution's Z-score of -0.307 is in close alignment with the national average of -0.290, indicating a level of risk that is low and statistically normal for its environment. This result shows that the institution's researchers are exercising appropriate due diligence in selecting their dissemination channels. There is no evidence of a significant portion of scientific production being channeled through media that fail to meet international ethical or quality standards, thereby protecting the institution from the reputational risks associated with 'predatory' or low-quality publishing practices.
This indicator represents a global red flag for the institution. Its Z-score of 4.748 is not only in the significant risk category but is drastically higher than the already critical national average of 1.457. This makes the institution a severe outlier, leading risk metrics in a country already facing challenges in this area. While extensive author lists can be legitimate in 'Big Science' fields, this extreme value urgently calls for an internal review to determine if it stems from necessary massive collaborations or from systemic issues like author list inflation or 'honorary' authorship. Such practices dilute individual accountability and transparency, and immediate qualitative verification is required to safeguard the integrity of the institution's authorship standards.
The institution exhibits high exposure to this risk, with a Z-score of 1.494 that is substantially higher than the national average of 0.283, even though both are classified as medium risk. This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be overly dependent on collaborations where it does not exercise intellectual leadership. This reliance on exogenous impact invites critical reflection on whether its high-level excellence metrics are the result of genuine internal capacity or strategic positioning in external projects. A strategic focus on fostering and promoting research led by its own academics is recommended to ensure long-term structural autonomy.
With a Z-score of 1.898, the institution shows a high exposure to risks associated with hyper-prolific authors, far exceeding the national average of 0.625 within the same medium-risk band. This indicates that the institution is more prone than its national peers to hosting authors with extreme publication volumes. Such high productivity can challenge the limits of meaningful intellectual contribution and alerts to potential imbalances between quantity and quality. This pattern warrants a closer look to rule out risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation, all of which prioritize metrics over the integrity of the scientific record.
The institution's performance on this indicator is exemplary, showing total operational silence with a Z-score of -0.268, which is even lower than the very low national average of -0.177. This complete absence of risk signals a strong commitment to external, independent peer review. By avoiding reliance on in-house journals, the institution effectively sidesteps potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and credibility of its research, demonstrating that its scientific production is validated through standard competitive channels rather than internal 'fast tracks'.
The institution demonstrates a remarkable case of preventive isolation from a national trend. Its Z-score of -0.481 places it in the very low-risk category, in stark contrast to the medium-risk level (0.224) observed for the country. This shows that the institution does not replicate the risk dynamics prevalent in its environment. The result strongly suggests a research culture that discourages the practice of 'salami slicing'—dividing a single study into minimal publishable units to inflate productivity. By prioritizing significant, coherent contributions, the institution upholds the integrity of scientific evidence and avoids overburdening the peer-review system.