| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.824 | 0.648 |
|
Retracted Output
|
-0.484 | -0.189 |
|
Institutional Self-Citation
|
0.178 | -0.200 |
|
Discontinued Journals Output
|
-0.545 | -0.450 |
|
Hyperauthored Output
|
-0.031 | 0.859 |
|
Leadership Impact Gap
|
1.937 | 0.512 |
|
Hyperprolific Authors
|
-1.413 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.245 | 0.387 |
The Universite de Corse Pascal Paoli demonstrates a robust scientific integrity profile, with an overall risk score of -0.388 indicating a performance well within the bounds of international best practices. The institution's primary strengths lie in its exceptionally low rates of retracted output, publication in discontinued journals, and hyperprolific authorship, showcasing rigorous quality control and a healthy research culture. These strengths are particularly notable when contrasted with national trends, where the university effectively mitigates risks related to multiple affiliations and hyper-authorship. This solid foundation supports its strong positioning in key thematic areas, as evidenced by its SCImago Institutions Rankings, particularly in Agricultural and Biological Sciences, Earth and Planetary Sciences, and Energy. However, to fully align with its mission of "valorisation and transfer of its research activities to society," attention should be directed towards two key areas: the moderate rate of institutional self-citation, which may suggest a degree of scientific isolation, and the significant gap between its overall impact and the impact of research under its direct leadership. Addressing this dependency on external partners for impact will be crucial to ensuring that the university's societal contributions are rooted in its own structural and intellectual capacity. By leveraging its clear operational strengths to address these strategic vulnerabilities, the university is well-positioned to enhance the genuine transfer and valorisation of its own excellent research.
With a Z-score of -0.824, the institution shows a significantly lower incidence of multiple affiliations compared to the national average of 0.648. This demonstrates a notable institutional resilience, suggesting that its control mechanisms effectively mitigate the systemic risks observed elsewhere in the country. While multiple affiliations can be a legitimate outcome of collaboration, the university's lower rate indicates it is successfully avoiding practices like "affiliation shopping," where affiliations are used strategically to inflate institutional credit, thereby maintaining a clearer and more transparent representation of its collaborative footprint.
The institution's Z-score for retracted output is -0.484, positioning it in a very low-risk category that is consistent with, and even slightly better than, the national average of -0.189. This low-profile consistency underscores the effectiveness of its pre-publication quality control mechanisms. The near absence of these critical events suggests a strong integrity culture and a high degree of methodological rigor, confirming that its supervision and review processes are functioning responsibly to prevent both unintentional errors and potential malpractice from entering the scientific record.
The institution presents a Z-score of 0.178 in this indicator, a moderate deviation from the French national average of -0.200, which is in a low-risk band. This suggests the university is more sensitive to this risk factor than its national peers. While some self-citation is natural for developing research lines, this elevated rate could signal the formation of 'echo chambers' where work is validated internally without sufficient external scrutiny. This pattern warns of a potential for endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than by broader recognition from the global scientific community.
With a Z-score of -0.545, the institution demonstrates an almost complete absence of publications in discontinued journals, performing even better than the very low-risk national average of -0.450. This state of total operational silence on a critical risk indicator points to exceptional due diligence in the selection of publication venues. It confirms that the institution's researchers are effectively avoiding predatory or low-quality channels, thereby protecting institutional reputation and ensuring that research efforts are channeled through credible and enduring scientific media.
The institution's Z-score of -0.031 is significantly lower than the national average of 0.859, indicating strong institutional resilience against a risk that is more prevalent in the country. While extensive author lists are legitimate in 'Big Science', the university's contained rate outside these contexts suggests a healthy culture of authorship. This profile indicates that the institution successfully distinguishes between necessary large-scale collaboration and practices of author list inflation, thereby preserving individual accountability and transparency in its research contributions.
The institution's Z-score of 1.937 reveals a high exposure to this risk, markedly exceeding the national average of 0.512. This wide positive gap, where overall impact is significantly higher than the impact of research led by the institution, signals a critical sustainability risk. It suggests that the university's scientific prestige is heavily dependent and exogenous, rather than being built on its own structural capacity. This finding invites urgent reflection on whether its excellence metrics stem from genuine internal capabilities or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution shows a Z-score of -1.413, indicating an exceptionally low rate of hyperprolific authors, which is fully consistent with the low-risk national environment (Z-score of -0.654). This near absence of extreme individual publication volumes reinforces a culture that prioritizes quality over quantity. It suggests the institution is effectively avoiding the risks associated with hyper-productivity, such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thus protecting the integrity of its scientific record.
With a Z-score of -0.268, the institution's publication rate in its own journals is minimal and in perfect alignment with the national average of -0.246. This integrity synchrony demonstrates a strong commitment to independent, external peer review. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and academic endogamy, ensuring its scientific production is validated through standard competitive channels and achieves global visibility.
The institution's Z-score for redundant output is 0.245, which, while indicating a moderate risk, is notably lower than the national average of 0.387. This reflects a differentiated management approach, where the university appears to moderate a risk that is more common across the country. The data suggests that the institution has better controls in place to discourage 'salami slicing'—the practice of fragmenting a single study into multiple publications to inflate output. This indicates a greater focus on publishing significant, coherent bodies of work rather than prioritizing volume.