Ecole Nationale Superieure de Techniques Avancees Bretagne

EXECUTIVE SUMMARY AND STRATEGIC VISION

Ecole Nationale Superieure de Techniques Avancees Bretagne demonstrates a strong overall profile in scientific integrity, with a global risk score of -0.305 that indicates a solid and responsible research culture. The institution's primary strengths lie in its effective management of authorship and affiliation practices, showing a commendable disconnection from national risk trends in areas like Multiple Affiliations and Hyper-Authored Output. However, areas requiring strategic monitoring have been identified, particularly a moderate exposure to Institutional Self-Citation and Redundant Output (Salami Slicing), where the institution's metrics exceed the national average. According to SCImago Institutions Rankings data, these integrity indicators underpin a notable thematic leadership, with the institution ranking prominently in France within key areas such as Earth and Planetary Sciences, Energy, Computer Science, and Environmental Science. While the institution's mission was not specified, any pursuit of academic excellence and societal impact is fundamentally linked to research integrity. The identified medium-risk signals, though not critical, represent a potential friction against this goal, as they can subtly undermine the perceived quality and transparency of its excellent research. Proactively addressing these vulnerabilities will ensure that the institution's recognized thematic strengths are built upon an unimpeachable foundation, reinforcing its leadership and reputation both nationally and globally.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -1.491, a figure that stands in stark contrast to the national average of 0.648. This result demonstrates a clear preventive isolation, indicating that the institution does not replicate the risk dynamics related to affiliation strategies that are more prevalent at the national level. The very low score confirms that its collaborative practices are transparent and well-governed, effectively avoiding any signals of strategic attempts to inflate institutional credit or "affiliation shopping," thereby reinforcing the integrity of its partnership model.

Rate of Retracted Output

With a Z-score of -0.362, which is lower than the national average of -0.189, the institution displays a prudent and rigorous profile in managing its publication quality. This suggests that its internal control mechanisms are more stringent than the national standard. Retractions can be complex, but a low rate like this points towards effective pre-publication quality control and responsible supervision, minimizing the incidence of systemic errors or malpractice and reflecting a healthy integrity culture.

Rate of Institutional Self-Citation

The institution's Z-score of 0.555 marks a moderate deviation from the national average of -0.200, suggesting a greater sensitivity to practices that can lead to academic insularity. While a certain level of self-citation is natural to reflect the continuity of research lines, this elevated rate warns of a potential 'echo chamber' where work may be validated internally without sufficient external scrutiny. This trend warrants a review to ensure that the institution's academic influence is a reflection of global community recognition rather than being amplified by internal citation dynamics, which could risk endogamous impact inflation.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.205 indicates a slight divergence from the national benchmark of -0.450. This suggests the presence of minor risk signals in publication channel selection that are not as apparent in the rest of the country. A higher proportion of output in such journals can constitute a critical alert regarding due diligence. This value, while still low, points to a need for enhanced information literacy among researchers to ensure resources are not wasted on 'predatory' or low-quality media that do not meet international ethical standards and could pose a reputational risk.

Rate of Hyper-Authored Output

With a Z-score of -0.911, significantly below the national average of 0.859, the institution demonstrates notable resilience against authorship inflation. This low score suggests that its control mechanisms effectively mitigate the systemic risks of diluted accountability that are more common nationally. The institution successfully distinguishes between necessary massive collaboration and 'honorary' or political authorship practices, ensuring that author lists accurately reflect meaningful intellectual contributions and maintaining transparency.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of 0.140 is considerably lower than the national average of 0.512, indicating a differentiated and more effective management of a risk that is common in the country. This result suggests that the institution's scientific prestige is less dependent on external partners and more reflective of its own structural capacity. By moderating the gap between its overall impact and the impact of research it leads, the institution demonstrates a sustainable model where excellence metrics are generated from real internal capacity, rather than relying on collaborations where it does not exercise intellectual leadership.

Rate of Hyperprolific Authors

The institution's Z-score of -0.150, while low, is higher than the national average of -0.654, signaling an incipient vulnerability in this area. This suggests that while the issue is not widespread, the institution shows early signals that warrant review before they escalate. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator serves as a quiet alert to monitor for potential imbalances between quantity and quality, and to guard against risks such as coercive authorship or the assignment of authorship without real participation.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution is in close integrity synchrony with the national average of -0.246. This alignment reflects a shared environment of maximum scientific security regarding this indicator. The institution avoids excessive dependence on its own journals, thereby mitigating potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production largely undergoes independent external peer review, which is essential for achieving global visibility and competitive validation.

Rate of Redundant Output

The institution's Z-score of 0.938 indicates high exposure to this risk, placing it significantly above the national average of 0.387. This suggests the center is more prone than its peers to practices that may artificially inflate productivity. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing.' This elevated value is an alert to a potential practice of dividing coherent studies into minimal publishable units, a dynamic that distorts scientific evidence and prioritizes volume over the generation of significant new knowledge.