| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.228 | 0.648 |
|
Retracted Output
|
-0.287 | -0.189 |
|
Institutional Self-Citation
|
-0.405 | -0.200 |
|
Discontinued Journals Output
|
-0.465 | -0.450 |
|
Hyperauthored Output
|
0.223 | 0.859 |
|
Leadership Impact Gap
|
0.358 | 0.512 |
|
Hyperprolific Authors
|
-1.087 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
1.047 | 0.387 |
The Université de Franche-Comté demonstrates a robust scientific integrity profile, with an overall risk score of -0.376 that indicates a performance superior to many of its peers. The institution's primary strengths lie in its exceptionally low rates of multiple affiliations, hyperprolific authorship, and publication in discontinued or institutional journals, suggesting strong governance and a culture that prioritizes quality and transparency. Areas requiring strategic attention are concentrated in the medium-risk indicators of hyper-authorship, impact dependency, and particularly the rate of redundant output (salami slicing), which is notably higher than the national average. These findings are contextualized by the university's outstanding research positioning, as evidenced by SCImago Institutions Rankings data, which places it among the national leaders in key areas such as Energy (3rd in France), Veterinary (8th), Engineering (31st), and Mathematics (33rd). While a specific mission statement was not available for analysis, the identified risk of redundant publication could undermine any institutional commitment to academic excellence and social responsibility, as it prioritizes publication volume over the generation of significant new knowledge. To build upon its solid foundation, the university is encouraged to conduct a targeted review of its publication and authorship policies to address these specific vulnerabilities, thereby ensuring its operational practices fully align with its evident thematic leadership.
The institution exhibits a Z-score of -1.228, in stark contrast to the national average of 0.648. This demonstrates a case of preventive isolation, where the university does not replicate the risk dynamics observed in its national environment. While multiple affiliations can be legitimate, the country's medium-risk profile suggests a trend towards their strategic use. The institution's very low score indicates that its internal governance is effectively independent of this national situation, successfully preventing practices like “affiliation shopping” and ensuring that institutional credit is assigned with clarity and precision.
With a Z-score of -0.287, the institution maintains a more prudent profile than the national average of -0.189. Although both scores fall within a low-risk range, the university’s lower value suggests its quality control and supervision mechanisms are managed with exceptional rigor. A high rate of retractions can signal systemic failures in pre-publication review. In this context, the institution’s performance indicates that while it responsibly corrects the record when necessary, its foundational processes are robust, effectively minimizing the occurrence of errors that could lead to retractions.
The institution's Z-score for self-citation is -0.405, significantly lower than the national average of -0.200. This prudent profile indicates that the university manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, but the institution's low rate demonstrates a strong connection to the global research community, avoiding the formation of scientific 'echo chambers.' This suggests that its academic influence is validated by broad external scrutiny rather than being inflated by internal dynamics.
The institution's Z-score of -0.465 is in near-perfect alignment with the country's score of -0.450, reflecting a shared environment of maximum scientific security. This integrity synchrony shows that the university, like its national peers, exercises a high degree of due diligence in selecting dissemination channels. This practice is critical for avoiding reputational damage and wasted resources associated with 'predatory' or low-quality journals, ensuring that its scientific output is placed in reputable and enduring venues.
The institution presents a Z-score of 0.223, which, while in the medium-risk category, is considerably lower than the national average of 0.859. This points to a differentiated management approach, where the university appears to moderate risks that are more common across the country. While extensive author lists are legitimate in 'Big Science,' a high rate can indicate author list inflation. The institution’s more controlled score suggests it has more effective mechanisms for distinguishing between necessary massive collaboration and 'honorary' authorship, thus better preserving individual accountability.
With a Z-score of 0.358, the institution shows a more contained gap compared to the national average of 0.512. This reflects a differentiated management of its research strategy. A wide gap can signal that an institution's prestige is overly dependent on external partners where it does not exercise intellectual leadership. The university's more moderate score suggests a healthier balance, indicating that its scientific excellence is increasingly rooted in its own structural capacity, ensuring a more sustainable and autonomous path to impact.
The institution's Z-score of -1.087 is exceptionally low, surpassing the already low-risk national average of -0.654. This low-profile consistency demonstrates an environment where the absence of risk signals aligns with, and even exceeds, the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's near-zero incidence of this phenomenon points to a culture that values the integrity of the scientific record over raw metrics, effectively mitigating risks such as coercive authorship or quantity-over-quality dynamics.
The institution's Z-score of -0.268 is almost identical to the national average of -0.246, indicating integrity synchrony and total alignment with a secure national environment. This shared commitment to publishing in external venues is crucial for avoiding the conflicts of interest and academic endogamy that can arise from over-reliance on in-house journals. By favoring independent, external peer review, the university ensures its research is validated against global standards, enhancing its visibility and credibility.
The institution exhibits a Z-score of 1.047, a signal of high exposure as it is significantly more pronounced than the national average of 0.387. This is a key area of concern. A high value in this indicator alerts to the potential practice of fragmenting a coherent study into 'minimal publishable units' to artificially inflate productivity. The university's elevated score suggests it is more prone to this dynamic than its peers, a practice that can distort the scientific evidence base. This finding warrants an urgent internal review to ensure that institutional incentives favor the publication of significant new knowledge over sheer volume.
