| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
5.385 | 0.648 |
|
Retracted Output
|
-0.296 | -0.189 |
|
Institutional Self-Citation
|
-0.694 | -0.200 |
|
Discontinued Journals Output
|
-0.494 | -0.450 |
|
Hyperauthored Output
|
0.868 | 0.859 |
|
Leadership Impact Gap
|
0.619 | 0.512 |
|
Hyperprolific Authors
|
-1.060 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.620 | 0.387 |
With an overall integrity score of 0.289, Université de Lyon demonstrates a robust foundation of scientific responsibility, though specific areas require strategic attention to fully align with its mission of excellence and innovation. The institution exhibits outstanding governance in several key areas, showing very low risk signals for output in discontinued or institutional journals and for hyperprolific authorship, indicating strong quality control and a commitment to external validation. However, a significant alert in the Rate of Multiple Affiliations, coupled with medium-level risks in hyper-authorship, impact dependency, and redundant publications, points to vulnerabilities that could challenge its reputation as a "responsible university." These risks, potentially driven by pressures for quantitative performance, contrast with the institution's clear thematic strengths, evidenced by its high national rankings in demanding fields such as Dentistry, Veterinary, Medicine, and Pharmacology, according to SCImago Institutions Rankings data. To safeguard its pursuit of "outstanding training and research," it is crucial to address these integrity signals, ensuring that its operational practices fully reflect its core values and that its recognized excellence is built upon a sustainable and transparent research culture.
The institution presents a Z-score of 5.385, a figure that marks a critical elevation above the national average of 0.648. This result suggests that the university is not only participating in but significantly amplifying a vulnerability already present in the national research system. While multiple affiliations can be a legitimate outcome of collaboration, such a disproportionately high rate serves as a major red flag for practices like "affiliation shopping" or strategic maneuvers designed to artificially inflate institutional credit. This dynamic warrants an urgent internal review to ensure that affiliation policies are transparent and reflect genuine intellectual contributions, rather than becoming a tool for metric optimization that could compromise institutional credibility.
With a Z-score of -0.296, the institution demonstrates a more favorable position compared to the national average of -0.189. This indicates a prudent and rigorous approach to research quality. Retractions are complex events, and a lower-than-average rate suggests that the institution's pre-publication quality control mechanisms and supervisory processes are more effective than those of its national peers. This performance points to a healthy integrity culture where potential errors are likely identified and corrected before they enter the scientific record, reinforcing the institution's commitment to reliable and sound research.
The institution's Z-score of -0.694 is significantly lower than the national average of -0.200, reflecting a prudent and externally-focused profile. A certain level of self-citation is natural, but the university's comparatively low rate indicates a strong reliance on external validation from the global scientific community. This performance effectively mitigates the risk of creating scientific 'echo chambers' or endogamous impact inflation. It suggests that the institution's academic influence is genuinely recognized by external peers rather than being propped up by internal citation dynamics, aligning well with a mission of achieving broad and authentic outreach.
The institution's Z-score of -0.494 is in close alignment with the national average of -0.450, demonstrating a shared commitment to scientific security. This synchrony indicates that the university, like its national counterparts, exercises strong due diligence in selecting reputable dissemination channels for its research. By effectively avoiding journals that fail to meet international ethical or quality standards, the institution protects its reputation and ensures its scientific output contributes to a reliable body of knowledge, thereby preventing the waste of resources on predatory or low-quality publishing practices.
The institution's Z-score of 0.868 is nearly identical to the French national average of 0.859. This alignment suggests that the university's authorship patterns are not an institutional anomaly but rather reflect a systemic practice shared across the country, likely influenced by disciplinary norms or national evaluation policies. However, it is important to monitor this trend. Outside of "Big Science" contexts where large author lists are standard, this pattern can signal author list inflation, which dilutes individual accountability. The university should ensure its authorship criteria distinguish clearly between necessary mass collaboration and the risk of honorary or political authorship.
With a Z-score of 0.619, the institution shows a higher exposure to this risk indicator than the national average of 0.512. This wider gap suggests that the university's scientific prestige may be more dependent on collaborations where it does not exercise primary intellectual leadership. While partnering is essential, an over-reliance on external partners for high-impact work signals a potential sustainability risk, questioning whether its excellence metrics are derived from genuine internal capacity or from strategic positioning in consortia. This finding invites a strategic reflection on fostering and promoting research where the institution's own scholars take the lead.
The institution's Z-score of -1.060 is well below the national average of -0.654, indicating an exemplary absence of risk in this area. This low-profile consistency aligns perfectly with a national environment that already shows minimal signs of this issue. The lack of hyperprolific authors—individuals with publication volumes challenging the limits of meaningful contribution—suggests a healthy institutional culture that prioritizes quality over sheer quantity. This effectively mitigates risks such as coercive authorship or superficial publications, reinforcing a commitment to the integrity of the scientific record.
The institution's Z-score of -0.268 is in almost perfect synchrony with the national average of -0.246. This alignment reflects a shared national standard of prioritizing external, independent peer review over in-house publication channels. By avoiding excessive dependence on its own journals, the university circumvents potential conflicts of interest and the risk of academic endogamy. This practice ensures its research is validated against global competitive standards, enhancing its international visibility and credibility, and preventing the use of internal journals as 'fast tracks' for inflating publication counts.
The institution's Z-score of 0.620 indicates a higher exposure to this practice compared to the national average of 0.387. This suggests that the university is more prone than its peers to behaviors that can artificially inflate productivity metrics. A high value in this indicator alerts to the potential fragmentation of coherent studies into 'minimal publishable units,' a practice that overburdens the peer-review system and distorts the scientific evidence base. This tendency warrants a review of evaluation criteria to ensure they incentivize significant, novel contributions over sheer publication volume.
