| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.378 | 1.319 |
|
Retracted Output
|
-0.522 | -0.227 |
|
Institutional Self-Citation
|
-0.432 | -0.241 |
|
Discontinued Journals Output
|
-0.483 | -0.470 |
|
Hyperauthored Output
|
0.042 | 0.823 |
|
Leadership Impact Gap
|
0.680 | 0.393 |
|
Hyperprolific Authors
|
-0.180 | 0.074 |
|
Institutional Journal Output
|
-0.268 | -0.186 |
|
Redundant Output
|
-0.155 | -0.240 |
The University of Namur demonstrates a robust and commendable scientific integrity profile, reflected in a global risk score of -0.153, which indicates solid alignment with international best practices. The institution's primary strengths lie in its exceptionally low rates of retracted publications, output in discontinued journals, and publications in its own institutional journals, signaling rigorous quality control and a commitment to external validation. These strengths are foundational to its mission of training "responsible actors" and pursuing research "excellence." The university's leadership is particularly evident in key thematic areas, with SCImago Institutions Rankings placing it among the nation's elite in Agricultural and Biological Sciences (4th in Belgium), as well as Environmental Science and Pharmacology, Toxicology and Pharmaceutics (both 7th in Belgium). However, a notable vulnerability emerges in the gap between its overall research impact and the impact of work where it holds intellectual leadership. This dependency on external partners for prestige presents a strategic challenge to its mission's long-term perspective and its goal to be a primary "agent of change." To fully embody its mission, the University of Namur is encouraged to leverage its strong collaborative network to foster and promote internally-led research, thereby transforming its dependent impact into a sustainable, structural capacity for excellence.
The institution's Z-score for multiple affiliations is 1.378, slightly above the national average of 1.319. This indicates that the university is somewhat more exposed to a risk dynamic that is already common at the national level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate suggests a higher-than-average tendency toward this practice. It is crucial to analyze whether this pattern reflects a vibrant collaborative ecosystem or signals strategic attempts to inflate institutional credit through "affiliation shopping," a practice that could dilute the university's unique brand and contribution.
With a Z-score of -0.522, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the already low-risk national average of -0.227. This strong result provides evidence of highly effective quality control mechanisms and a culture of responsible supervision. The near absence of these critical risk signals aligns with the national standard for scientific security and underscores a systemic commitment to methodological rigor, ensuring that research outputs are reliable and trustworthy before they enter the scientific record.
The university maintains a prudent profile in institutional self-citation with a Z-score of -0.432, which is well below the national average of -0.241. This indicates that the institution manages its citation practices with greater rigor than its national peers. Such a low rate reflects a healthy integration with the global research community and mitigates the risk of creating scientific 'echo chambers.' This approach ensures that the institution's academic influence is validated by broad external scrutiny rather than being potentially inflated by endogamous internal dynamics.
The institution's Z-score of -0.483 is virtually identical to the national average of -0.470, with both values indicating a near-total absence of this risk. This perfect alignment demonstrates an integrity synchrony with a national environment of maximum scientific security. It confirms that the university's researchers exercise outstanding due diligence in selecting publication venues, effectively avoiding predatory or low-quality journals. This protects the institution from severe reputational risks and ensures that research efforts are channeled through credible and enduring dissemination platforms.
The institution's Z-score for hyper-authored output is 0.042, a moderate value that is substantially lower than the national average of 0.823. This significant difference points to a differentiated management strategy, where the university effectively moderates a risk that is far more prevalent across the country. By keeping this rate in check, the institution helps ensure that extensive author lists are reserved for legitimate, large-scale collaborations, thereby preventing the dilution of individual accountability and discouraging practices like 'honorary' or political authorship.
The institution exhibits a Z-score of 0.680 in this indicator, a value significantly higher than the national average of 0.393. This result suggests a high exposure to a sustainability risk, as it indicates that the university's scientific prestige is disproportionately dependent on collaborations where it does not exercise intellectual leadership. A wide gap of this nature warns that its high-impact reputation may be more exogenous than structural. This finding invites a critical reflection on whether its excellence metrics stem from genuine internal capacity or from strategic positioning in partnerships, highlighting a need to strengthen the impact of its own-led research.
With a Z-score of -0.180, the institution shows a low incidence of hyperprolific authors, which contrasts sharply with the moderate risk level seen nationally (0.074). This demonstrates strong institutional resilience, suggesting that internal policies or control mechanisms are successfully mitigating a systemic risk present in the wider academic environment. By maintaining a healthy balance between productivity and quality, the university safeguards against potential issues such as coercive authorship or the assignment of credit without meaningful intellectual contribution, thus protecting the integrity of its scientific record.
The institution's Z-score of -0.268 signifies a complete absence of risk in this area, a rate even lower than the minimal national average of -0.186. This state of "total operational silence" confirms that the university's research is consistently channeled through external and independent publication venues. This practice effectively eliminates any potential conflicts of interest or risks of academic endogamy, ensuring that its scientific production undergoes rigorous, independent peer review and achieves global visibility rather than relying on internal 'fast tracks' that might bypass standard competitive validation.
The institution's Z-score for redundant output is -0.155. While this value is low in absolute terms, it is slightly higher than the national average of -0.240. This subtle difference suggests an incipient vulnerability that warrants monitoring before it can escalate. Although not a pressing concern, this signal indicates a need to reinforce the importance of publishing complete and significant findings, thereby discouraging any potential trend toward 'salami slicing'—the practice of fragmenting a single study into minimal units to artificially inflate publication counts.