| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.408 | 0.648 |
|
Retracted Output
|
0.361 | -0.189 |
|
Institutional Self-Citation
|
0.231 | -0.200 |
|
Discontinued Journals Output
|
-0.185 | -0.450 |
|
Hyperauthored Output
|
-0.764 | 0.859 |
|
Leadership Impact Gap
|
-0.037 | 0.512 |
|
Hyperprolific Authors
|
-0.488 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.816 | 0.387 |
The Université de Bretagne-Sud presents a balanced scientific integrity profile, with an overall risk score of -0.133, indicating performance that is generally aligned with expected standards. The institution demonstrates significant strengths in maintaining very low-risk levels for the Rate of Multiple Affiliations and the Rate of Output in Institutional Journals, alongside controlled, low-risk activity in four other key areas. However, this solid foundation is contrasted by medium-risk alerts in the Rate of Retracted Output, Rate of Institutional Self-Citation, and Rate of Redundant Output, which require strategic attention. According to SCImago Institutions Rankings data, the university's research excellence is most prominent in Earth and Planetary Sciences, Environmental Science, Engineering, and Computer Science, where it holds top national rankings. Although the institution's specific mission was not available for this analysis, the identified medium-risk areas could potentially challenge the core values of academic excellence and integrity common to most higher education institutions. Addressing these vulnerabilities will be crucial to ensure that its strong thematic performance is built upon an unimpeachable foundation of scientific rigor, thereby safeguarding its reputation and reinforcing its contributions to knowledge.
The institution exhibits a Z-score of -1.408, positioning it at a very low-risk level, in stark contrast to the national average Z-score of 0.648, which signals a medium-risk environment. This significant difference suggests a case of preventive isolation, where the university does not replicate the risk dynamics prevalent in the country. While multiple affiliations can be legitimate, disproportionately high rates often signal strategic attempts to inflate institutional credit. The institution's very low score indicates that its internal governance and affiliation policies are effectively preventing such practices, maintaining a clear and transparent representation of its collaborative footprint, independent of broader national trends.
With a Z-score of 0.361, the institution's rate of retractions is at a medium-risk level, representing a moderate deviation from the low-risk national average of -0.189. This suggests the university shows a greater sensitivity to factors leading to retractions compared to its national peers. Retractions are complex events, and while some signify responsible supervision through the correction of honest errors, a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.
The institution's Z-score for self-citation is 0.231 (medium risk), which marks a moderate deviation from the national Z-score of -0.200 (low risk). This divergence indicates that the university is more sensitive to risk factors associated with internal citation patterns than its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately higher rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The institution registers a Z-score of -0.185, a low-risk value that nonetheless represents a slight divergence from the very low-risk national profile (Z-score: -0.450). This indicates that the university shows minor signals of risk activity that are largely absent in the rest of the country. A sporadic presence in discontinued journals might be incidental, but even a low rate constitutes an alert regarding due diligence in selecting dissemination channels. This signal suggests a need to reinforce information literacy among researchers to ensure that scientific production is not inadvertently channeled through media that fail to meet international ethical or quality standards, thus avoiding reputational risks and the waste of research resources.
With a Z-score of -0.764, the institution maintains a low-risk profile for hyper-authored publications, demonstrating notable resilience when compared to the medium-risk national average of 0.859. This suggests that the university's internal control mechanisms are effectively mitigating the systemic risks of authorship inflation observed across the country. While extensive author lists are legitimate in 'Big Science' contexts, a high rate outside these fields can indicate the dilution of individual accountability. The institution's controlled performance indicates it is successfully distinguishing between necessary massive collaboration and questionable 'honorary' or political authorship practices, acting as a filter against national trends.
The institution shows a low-risk Z-score of -0.037 in this indicator, showcasing institutional resilience against the medium-risk national trend (Z-score: 0.512). This result indicates that the university's scientific prestige is not overly dependent on external partners, a risk more prevalent at the national level. A wide positive gap suggests that an institution's impact is exogenous and not driven by its own intellectual leadership. The university's balanced score, however, suggests that its excellence metrics result from genuine internal capacity, demonstrating a sustainable model where it exercises strong intellectual leadership in its collaborations.
The institution's Z-score of -0.488 places it in the low-risk category, similar to the national average of -0.654. However, the university's score is slightly higher, signaling an incipient vulnerability that warrants review before it escalates. While high productivity can reflect leadership, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This minor elevation in the Z-score alerts to potential imbalances between quantity and quality, pointing to the need to monitor for risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates a very low-risk profile, showing integrity synchrony with the national environment, which has a similar Z-score of -0.246. This total alignment reflects a shared commitment to an environment of maximum scientific security. In-house journals can raise conflicts of interest, as the institution acts as both judge and party. The university's minimal reliance on such channels indicates a strong preference for independent external peer review, which enhances global visibility and avoids the risk of academic endogamy or using internal journals as 'fast tracks' to inflate publication counts without standard competitive validation.
The institution presents a Z-score of 0.816, a medium-risk value that indicates high exposure to this issue, as it is significantly more pronounced than the national average Z-score of 0.387 (also medium risk). This suggests that while redundant publication is a systemic pattern in the country, the university is more prone to showing these alert signals than its peers. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing,' the practice of dividing a study into minimal units to artificially inflate productivity. This high value is a critical alert that such practices may be distorting the available scientific evidence and overburdening the review system, prioritizing volume over significant new knowledge.