| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.456 | 0.648 |
|
Retracted Output
|
-0.099 | -0.189 |
|
Institutional Self-Citation
|
-0.506 | -0.200 |
|
Discontinued Journals Output
|
-0.505 | -0.450 |
|
Hyperauthored Output
|
-0.554 | 0.859 |
|
Leadership Impact Gap
|
0.821 | 0.512 |
|
Hyperprolific Authors
|
-1.222 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.262 | 0.387 |
Universite Paris Nanterre demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.324, which indicates a performance superior to the global average. The institution's primary strengths lie in its exceptionally low rates of output in discontinued journals, hyperprolific authorship, and publication in its own institutional journals, signaling strong due diligence and a commitment to external validation. Furthermore, the university effectively mitigates national trends toward hyper-authorship and multiple affiliations, showcasing resilient internal governance. The main areas for strategic attention are a medium-risk signal for redundant publications and, most notably, a significant gap between its overall research impact and the impact of work where it holds intellectual leadership. This integrity profile supports the institution's prominent standing, particularly in its leading thematic areas as per SCImago Institutions Rankings data, including Arts and Humanities, Economics, Econometrics and Finance, Psychology, and Social Sciences. While the current integrity framework aligns with a mission of excellence, the identified dependency on external collaboration for impact could challenge the long-term sustainability of its scientific prestige. It is recommended that the university leverage its solid integrity foundation to develop strategies aimed at strengthening internal research leadership, thereby ensuring that its recognized excellence is both structurally sound and autonomous.
The institution presents a Z-score of -0.456, a low-risk value that contrasts favorably with the national average of 0.648. This demonstrates significant institutional resilience, as the university's control mechanisms appear to successfully mitigate systemic risks prevalent in the country. While multiple affiliations can be a legitimate outcome of collaboration, the national context suggests a broader trend towards practices that might inflate institutional credit. Universite Paris Nanterre’s controlled rate indicates that its affiliations are more likely the result of structured, organic partnerships rather than strategic "affiliation shopping," reflecting a clear and well-governed policy on researcher representation.
With a Z-score of -0.099, the institution's rate of retractions is low but slightly higher than the national average of -0.189. This subtle difference suggests an incipient vulnerability that warrants monitoring. Retractions can be complex, sometimes reflecting responsible error correction. However, a rate that, while low, begins to diverge from the national baseline could be an early indicator that pre-publication quality control mechanisms may be under strain. This signal is not an alarm but a call for proactive review to ensure that potential issues related to methodological rigor or research malpractice are addressed before they escalate.
The institution maintains a Z-score of -0.506, which is 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 degree of self-citation is expected as research lines develop, but the institution's very low rate is a strong positive indicator. It suggests that the university's work is validated by the broader scientific community, avoiding the "echo chambers" that can arise from excessive self-reference and ensuring its academic influence is based on external recognition rather than endogamous impact inflation.
The institution's Z-score of -0.505 is exceptionally low and even surpasses the strong national average of -0.450. This result signifies a state of total operational silence regarding this risk, with an absence of problematic signals that is even more pronounced than the national standard. Publishing in journals that are later discontinued often points to a failure in due diligence. The university's exemplary performance indicates that its researchers and administrators exercise rigorous judgment in selecting dissemination channels, effectively protecting the institution from the reputational damage and wasted resources associated with predatory or low-quality publishing practices.
With a Z-score of -0.554, the institution shows a low rate of hyper-authorship, standing in stark contrast to the medium-risk national average of 0.859. This disparity highlights the university's institutional resilience and its capacity to filter out a risk dynamic present in its environment. While extensive author lists are normal in "Big Science," their appearance elsewhere can signal author list inflation. The institution's controlled profile suggests a culture where authorship is tied to meaningful contribution, effectively distinguishing between necessary large-scale collaboration and questionable practices like honorary authorship, thereby upholding transparency and individual accountability.
The institution's Z-score of 0.821 indicates a medium-risk gap, which is notably higher than the national average of 0.512. This reveals a high exposure to dependency risk, suggesting the center is more prone than its national peers to relying on external partners for high-impact research. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential risk to sustainability. This finding suggests that the university's scientific prestige may be more dependent and exogenous than structural, inviting a strategic reflection on how to build internal capacity to ensure that its excellence metrics are a direct result of its own intellectual leadership.
The institution exhibits a Z-score of -1.222, a very low-risk signal that is well below the already low national average of -0.654. This low-profile consistency demonstrates an operational environment where the absence of risk signals aligns with and improves upon the national standard. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution. The university's near-total absence of this phenomenon is a strong indicator of a healthy balance between quantity and quality, suggesting that its research culture is free from dynamics like coercive authorship or metric-driven pressures that can compromise the integrity of the scientific record.
With a Z-score of -0.268, the institution's activity in this area is almost identical to the national average of -0.246, both of which are at a very low-risk level. This reflects a state of integrity synchrony, where the university is in total alignment with a national environment of maximum scientific security. While institutional journals can serve local purposes, over-reliance on them can create conflicts of interest and academic endogamy. The institution's minimal use of such channels demonstrates a clear commitment to independent, external peer review, ensuring its research is validated competitively on a global stage and not channeled through internal "fast tracks."
The institution's Z-score of 0.262 registers as a medium risk, yet it is notably lower than the national average of 0.387. This indicates a capacity for differentiated management, where the university successfully moderates a risk that appears to be more common at the national level. Massive bibliographic overlap between publications can signal "salami slicing"—the practice of fragmenting studies to inflate publication counts. Although the institution is not entirely immune to this pressure, its better-than-average performance suggests that internal mechanisms or academic culture are providing a partial buffer against this practice, which prioritizes volume over significant scientific contribution. Nonetheless, it remains an area that warrants continued attention.