| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.462 | -0.119 |
|
Retracted Output
|
0.042 | -0.208 |
|
Institutional Self-Citation
|
0.387 | 0.208 |
|
Discontinued Journals Output
|
-0.385 | -0.328 |
|
Hyperauthored Output
|
0.518 | 0.881 |
|
Leadership Impact Gap
|
0.750 | 0.809 |
|
Hyperprolific Authors
|
-1.297 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
1.412 | 0.778 |
The University of Fukui presents a robust and well-balanced scientific integrity profile, with an overall risk score of -0.114 that indicates a performance slightly more rigorous than the global average. The institution demonstrates significant strengths in maintaining low-risk practices, particularly in its control over hyperprolific authorship, publication in institutional journals, and avoidance of discontinued journals, reflecting strong internal governance. However, areas requiring strategic attention include a moderate rate of redundant output (salami slicing), institutional self-citation, and retracted publications. According to SCImago Institutions Rankings data, the university's research excellence is particularly notable in key thematic areas such as Pharmacology, Toxicology and Pharmaceutics, Energy, and Mathematics. These achievements directly support its mission to "promote world-class education and research." Nevertheless, the identified medium-risk indicators could subtly undermine this mission's emphasis on a "high sense of ethics," as they may suggest a focus on publication volume over novel contribution. By proactively addressing these vulnerabilities, the University of Fukui can further solidify its reputation, ensuring its operational practices are in complete alignment with its commitment to ethical leadership and societal contribution.
The institution's Z-score of -0.462 is notably lower than the national average of -0.119. This demonstrates a prudent and rigorous approach to managing author affiliations, surpassing the already low-risk standard observed across Japan. While multiple affiliations can be a legitimate outcome of collaboration, the university's controlled rate suggests that its policies effectively prevent strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby ensuring that academic contributions are clearly and accurately attributed.
With a Z-score of 0.042, the institution shows a moderate risk level for retracted publications, which represents a deviation from the low-risk national benchmark of -0.208. This suggests the university is more sensitive to factors leading to retractions than its national peers. Retractions are complex events, but a rate significantly higher than the country average alerts to a potential vulnerability in the institution's integrity culture. This may indicate that quality control mechanisms prior to publication are facing systemic challenges, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.
The university's Z-score for this indicator is 0.387, placing it in the medium-risk category and notably above the national average of 0.208. This indicates that the institution is more exposed to the risks associated with this practice than its peers. A certain level of self-citation is natural, but this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than global community recognition.
The institution exhibits a very low Z-score of -0.385, which is consistent with the low-risk national environment (Z-score of -0.328). This alignment demonstrates that the university's researchers exercise appropriate due diligence in selecting publication venues. The absence of significant risk signals in this area confirms that scientific production is not being channeled through media that fail to meet international ethical or quality standards, thereby protecting the institution from the reputational damage associated with 'predatory' or low-quality practices.
The University of Fukui shows a Z-score of 0.518, a moderate value that is significantly lower than the national average of 0.881. This indicates that the institution effectively moderates a risk that is more common throughout the country. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can indicate author list inflation. The university's differentiated management of this practice suggests a culture that successfully distinguishes between necessary massive collaboration and 'honorary' authorship, thereby promoting individual accountability and transparency.
The institution's Z-score of 0.750 is slightly below the national average of 0.809, both of which are in the medium-risk range. This suggests the university is managing to moderate a risk that is prevalent nationally. A wide positive gap signals a sustainability risk where scientific prestige is dependent on external partners rather than internal capacity. The university's slightly better performance indicates a more balanced portfolio, but the moderate score still invites reflection on whether its excellence metrics result from genuine internal capabilities or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
With an exceptionally low Z-score of -1.297, the institution demonstrates a clear disconnection from the national trend, where the risk is moderate (Z-score of 0.288). This preventive isolation shows that the university does not replicate the risk dynamics observed in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. By maintaining a very low rate, the institution effectively avoids potential imbalances between quantity and quality, signaling a healthy research culture that discourages practices like coercive authorship or assigning credit without real participation, thus prioritizing the integrity of the scientific record.
The institution's Z-score of -0.268 is in the very low-risk category and is even lower than the national average of -0.139. This signals a complete absence of risk in this area, performing better than the already secure national standard. This indicates that the university avoids excessive dependence on its own journals, thus preventing potential conflicts of interest where the institution might act as both judge and party. This practice ensures that its scientific production undergoes independent external peer review, enhancing its global visibility and validating its research through standard competitive channels.
The university's Z-score of 1.412 is significantly higher than the national average of 0.778, although both fall within the medium-risk category. This high exposure indicates the institution is more prone to this alert than its environment. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing.' This elevated value alerts to a potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, a dynamic that distorts scientific evidence and prioritizes volume over the generation of significant new knowledge.