| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.413 | 0.648 |
|
Retracted Output
|
0.211 | -0.189 |
|
Institutional Self-Citation
|
-0.067 | -0.200 |
|
Discontinued Journals Output
|
-0.472 | -0.450 |
|
Hyperauthored Output
|
-0.604 | 0.859 |
|
Leadership Impact Gap
|
-0.414 | 0.512 |
|
Hyperprolific Authors
|
-1.413 | -0.654 |
|
Institutional Journal Output
|
-0.268 | -0.246 |
|
Redundant Output
|
0.436 | 0.387 |
The Universite de Pau et des Pays de l'Adour presents a robust and generally low-risk scientific integrity profile, with an overall score of -0.273. The institution demonstrates significant strengths in governance and authorial practices, effectively mitigating national trends in multiple affiliations, hyper-authorship, and impact dependency. Furthermore, it exhibits an exemplary record in avoiding problematic publication channels, such as discontinued or institutional journals, and shows no signs of hyperprolific authorship. These strengths are counterbalanced by two areas of medium risk that warrant strategic attention: a higher-than-average rate of retracted output and a rate of redundant publications that mirrors a systemic national pattern. According to SCImago Institutions Rankings data, these integrity indicators underpin a strong research portfolio, with notable national leadership in areas such as Earth and Planetary Sciences (ranked 21st in France), Pharmacology, Toxicology and Pharmaceutics (32nd), Energy (41st), and Agricultural and Biological Sciences (45th). Although the institution's specific mission was not available for this analysis, the identified risks—particularly concerning retractions and data fragmentation—could challenge universal academic values of excellence and social responsibility. To fully align its operational integrity with its thematic excellence, it is recommended that the university undertakes a qualitative review of its pre-publication quality control and research evaluation frameworks to address these vulnerabilities and consolidate its position as a leader in responsible research.
The institution demonstrates effective control over affiliation practices, with a Z-score of -0.413, in contrast to the more pronounced national trend (Z-score: 0.648). This suggests the university's internal governance acts as a resilient filter against the systemic risks observed in the country. While multiple affiliations are often a legitimate result of collaboration, the institution’s low rate indicates a successful mitigation of strategic "affiliation shopping" or attempts to inflate institutional credit, which appear to be more common at the national level.
The university shows a greater sensitivity to this risk factor than its national peers, with a Z-score of 0.211 compared to the country's average of -0.189. This moderate deviation from the national standard requires careful review. Retractions are complex events, but a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management.
With a Z-score of -0.067, the institution's risk level is low but shows slightly more activity than the national standard (Z-score: -0.200), signaling an incipient vulnerability. While a certain level of self-citation is natural and reflects the continuity of research lines, this subtle signal warrants review before it escalates. If this trend were to grow, it could risk creating scientific 'echo chambers' where the institution's academic influence is oversized by internal dynamics rather than validated by sufficient external scrutiny from the global community.
The institution's Z-score of -0.472 is in total alignment with the secure national environment (Z-score: -0.450), demonstrating integrity synchrony. This shared commitment to maximum scientific security is a significant strength. The absence of risk signals indicates that the university exercises excellent due diligence in selecting dissemination channels, thereby avoiding the severe reputational risks associated with channeling scientific production through media that fail to meet international ethical or quality standards.
The university displays institutional resilience, with a Z-score of -0.604 that effectively counters the systemic risk present at the national level (Z-score: 0.859). This indicates that the institution’s control mechanisms successfully distinguish between necessary massive collaboration, typical in 'Big Science,' and problematic author list inflation. This prudent management of authorship reinforces individual accountability and transparency, acting as a firewall against practices like 'honorary' or political authorship that are more prevalent in the wider environment.
With a Z-score of -0.414, the institution shows remarkable resilience against the national trend of impact dependency (Z-score: 0.512). A low gap suggests that the university's scientific prestige is not reliant on external partners but is generated by strong internal capacity and intellectual leadership. This is a key indicator of sustainable and autonomous research excellence, confirming that its high-impact work results from genuine internal capabilities rather than just strategic positioning in collaborations led by others.
The institution's Z-score of -1.413 signifies a complete absence of risk signals, a profile that is consistent with and even stronger than the low-risk national standard (Z-score: -0.654). This exceptional result points to a healthy institutional culture that balances productivity with quality. It successfully avoids the risks associated with extreme publication volumes, such as coercive authorship or the assignment of authorship without meaningful contribution, thereby upholding the integrity of its scientific record.
The university's Z-score of -0.268 is in full alignment with the secure national environment (Z-score: -0.246), reflecting a shared standard of integrity. This synchrony demonstrates a commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the institution sidesteps potential conflicts of interest and academic endogamy, ensuring its scientific production consistently undergoes independent, external peer review rather than using internal channels as 'fast tracks' for publication.
The institution's medium risk level (Z-score: 0.436) is consistent with the national average (Z-score: 0.387), indicating that its practices reflect a systemic pattern likely driven by shared evaluation pressures. This indicator alerts to the potential for 'salami slicing,' where a coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice risks distorting the available scientific evidence and overburdens the review system, highlighting a need to reinforce policies that prioritize significant new knowledge over publication volume.
