| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.884 | 2.525 |
|
Retracted Output
|
-0.653 | 0.367 |
|
Institutional Self-Citation
|
0.545 | 0.360 |
|
Discontinued Journals Output
|
-0.219 | 0.499 |
|
Hyperauthored Output
|
-1.180 | -1.066 |
|
Leadership Impact Gap
|
0.365 | -0.061 |
|
Hyperprolific Authors
|
-1.413 | -0.892 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.900 | 0.289 |
Faculte des Sciences de Bizerte demonstrates a robust scientific integrity profile, reflected in a commendable overall score of -0.278. This performance indicates a general alignment with best practices and a low-risk operational environment. The institution's primary strengths lie in its exceptionally low rates of retracted output, hyper-authored publications, hyperprolific authors, and redundant publications, signaling strong quality control and a culture of responsible authorship. Areas requiring strategic attention include a moderate rate of institutional self-citation, a noticeable gap in the impact of its led research, and a moderate rate of multiple affiliations, which, while below the national average, still warrant monitoring. According to SCImago Institutions Rankings data, the institution's scientific leadership is most prominent in thematic areas such as Pharmacology, Toxicology and Pharmaceutics (ranked 4th in Tunisia), and Biochemistry, Genetics and Molecular Biology, Chemistry, and Environmental Science (all ranked 7th nationally). Although the institution's specific mission was not provided for this analysis, this strong foundation in scientific integrity is essential for achieving any mission centered on academic excellence and social responsibility. By leveraging its solid integrity framework, the institution is well-positioned to address its moderate-risk areas, thereby enhancing its research sustainability and global impact.
The institution presents a Z-score of 1.884 in the Rate of Multiple Affiliations, while the national average is 2.525. This suggests a pattern of differentiated management, where the institution moderates a risk that appears more common across the country. Although a medium-risk signal is present, the faculty demonstrates more control over this practice than its national peers. This controlled approach is crucial, as disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” By maintaining a rate below the national trend, the institution mitigates the risk of its academic prestige being artificially amplified through shared attributions.
With a Z-score of -0.653 compared to the national average of 0.367, the institution demonstrates a state of preventive isolation from national risk dynamics. The very low incidence of retractions indicates that the institution does not replicate the medium-risk signals observed elsewhere in the country. This suggests that its quality control mechanisms prior to publication are functioning effectively and systemically. This strong performance is a positive sign of a healthy integrity culture, where potential methodological flaws or malpractice are addressed before they can damage the scientific record, reinforcing the reliability of its research output.
The institution's Z-score for Institutional Self-Citation is 0.545, slightly above the national average of 0.360. This indicates a high exposure to this particular risk, suggesting the center is more prone to showing alert signals than its environment average. While a certain level of self-citation is natural, this elevated rate warns of a potential for endogamous impact inflation. It raises concerns about the risk of scientific isolation or 'echo chambers' where the institution's work may not be receiving sufficient external scrutiny, potentially leading to an academic influence that is oversized by internal dynamics rather than validated by the global scientific community.
The institution shows a Z-score of -0.219 for publications in discontinued journals, a significantly better performance than the national average of 0.499. This demonstrates institutional resilience, as its control mechanisms appear to successfully mitigate systemic risks present in the country. The low-risk score indicates that the faculty exercises strong due diligence in selecting publication venues. This effectively protects its research from being channeled through media that fail to meet international ethical or quality standards, thereby safeguarding its reputation and avoiding the waste of resources on 'predatory' or low-quality practices.
With a Z-score of -1.180, the institution's rate of hyper-authored output is very low and aligns well with the national standard, which stands at -1.066. This low-profile consistency suggests that the institution's authorship practices are in sync with the country's norms, showing no signs of risk. The absence of this signal indicates that, outside of legitimate 'Big Science' contexts, the institution effectively avoids author list inflation. This reinforces a culture of individual accountability and transparency in authorship, steering clear of 'honorary' or political practices that can dilute the meaning of a contribution.
The institution exhibits a Z-score of 0.365 in this indicator, representing a moderate deviation from the national standard of -0.061. This score highlights a greater sensitivity to this risk factor compared to its peers. The positive gap suggests that the institution's overall scientific prestige may be significantly dependent on external collaborations where it does not exercise intellectual leadership. This signals a potential sustainability risk, inviting reflection on whether its high-impact metrics are a result of genuine internal capacity or strategic positioning in partnerships. Closing this gap is key to ensuring that its scientific excellence is structural and self-sufficient.
The institution's Z-score for hyperprolific authors is -1.413, which is significantly lower than the national average of -0.892. This demonstrates low-profile consistency, where the absence of risk signals aligns with, and even improves upon, the national standard. The very low score indicates that the institution is not facing issues related to extreme individual publication volumes that could challenge the limits of meaningful intellectual contribution. This suggests a healthy balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of authorship without real participation.
The institution's Z-score for output in its own journals is -0.268, which is identical to the national average. This perfect alignment demonstrates integrity synchrony, indicating that the institution operates in full concert with a national environment of maximum scientific security in this regard. The very low risk level shows that the institution does not rely excessively on its in-house journals, thus avoiding potential conflicts of interest and academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, enhancing its global visibility and competitive validation.
With a Z-score of -0.900, the institution shows a near-total absence of redundant output, contrasting sharply with the national average of 0.289, which signals a medium risk. This performance indicates a state of preventive isolation, where the institution's internal practices prevent it from replicating the risk dynamics observed in its environment. This very low score is a strong indicator that the institution actively discourages data fragmentation or 'salami slicing.' It reflects a commitment to publishing significant new knowledge rather than artificially inflating productivity metrics, thereby strengthening the integrity of the scientific record.
