| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.668 | 0.043 |
|
Retracted Output
|
-0.493 | -0.174 |
|
Institutional Self-Citation
|
-0.137 | 2.028 |
|
Discontinued Journals Output
|
2.265 | 1.078 |
|
Hyperauthored Output
|
-0.748 | -0.325 |
|
Leadership Impact Gap
|
-0.659 | -0.751 |
|
Hyperprolific Authors
|
-1.413 | -0.158 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | 0.628 |
The Faculte des Sciences et Techniques de Tanger demonstrates a robust and well-balanced scientific integrity profile, reflected in an overall risk score of -0.067. The institution's primary strengths lie in its capacity to insulate itself from national risk trends, showing exceptional control over institutional self-citation, redundant output, and multiple affiliations. This foundation of integrity is particularly evident in the near-total absence of signals related to hyperprolific authorship, retracted publications, and reliance on institutional journals. The principal vulnerability identified is a medium-risk, high-exposure rate of publication in discontinued journals, which exceeds the national average and requires strategic attention. According to SCImago Institutions Rankings data, these integrity metrics support strong thematic performance, with notable national rankings in Earth and Planetary Sciences, Agricultural and Biological Sciences, and Environmental Science. While the institution's specific mission was not available for this analysis, the identified risk in publication channel selection could undermine universal academic values of excellence and social responsibility by associating research with low-quality outlets. By leveraging its considerable strengths in research integrity to implement stricter due diligence protocols for publication venues, the institution can further solidify its scientific leadership and ensure its contributions achieve maximum impact and recognition.
The institution presents a Z-score of -0.668, a low value that contrasts with the national average of 0.043. This difference suggests a high degree of institutional resilience, where internal control mechanisms appear to effectively mitigate systemic risks observed elsewhere in the country. While multiple affiliations can be a legitimate outcome of collaboration, the institution's prudent profile indicates it is not engaging in practices that could be perceived as strategic attempts to inflate institutional credit or “affiliation shopping,” thereby maintaining clear and transparent attributions of its scientific output.
With a Z-score of -0.493, the institution shows a very low rate of retracted publications, consistent with and even slightly better than the national average of -0.174. This low-profile consistency demonstrates that the absence of significant risk signals aligns with the national standard. Retractions can sometimes signify responsible supervision through the correction of honest errors; however, this extremely low rate strongly suggests that the institution's quality control and peer review mechanisms prior to publication are robust and functioning effectively, safeguarding its scientific record.
The institution's Z-score for this indicator is -0.137, a low value that stands in stark contrast to the medium-risk national average of 2.028. This significant gap points to strong institutional resilience against practices of academic endogamy. A certain level of self-citation is natural, but the institution successfully avoids the disproportionately high rates that can signal 'echo chambers.' This result indicates that the institution's work is validated by the broader scientific community, ensuring its academic influence is based on external recognition rather than inflated by internal dynamics.
The institution exhibits a Z-score of 2.265, which, while within the medium risk category, is notably higher than the national average of 1.078. This indicates a high exposure to this particular risk, suggesting the center is more prone than its national peers to publishing in questionable venues. A high proportion of output in journals that do not meet international ethical or quality standards constitutes a critical alert regarding due diligence in selecting dissemination channels. This pattern exposes the institution to severe reputational risks and signals an urgent need for enhanced information literacy to prevent the channeling of valuable research into 'predatory' or low-impact outlets.
With a Z-score of -0.748, the institution maintains a more prudent profile than the national standard (-0.325), even though both fall within a low-risk range. This suggests that the institution manages its authorship processes with greater rigor than the national average. This careful management effectively mitigates the risk of author list inflation, which can dilute individual accountability and transparency. The institution's approach ensures that authorship reflects genuine contribution rather than 'honorary' or political practices.
The institution's Z-score of -0.659 is slightly higher than the national average of -0.751, signaling an incipient vulnerability that warrants review. While the low score indicates that the institution is not heavily dependent on external partners for its impact, the slight divergence from the national trend suggests a minor but detectable gap where its global impact may not fully stem from research under its own intellectual leadership. This invites a strategic reflection on strengthening internal capacity to ensure that its scientific prestige is both structural and sustainable in the long term.
The institution's Z-score of -1.413 is exceptionally low, positioning it well below the national average of -0.158. This low-profile consistency demonstrates a complete absence of risk signals related to extreme individual publication volumes. This result suggests a healthy institutional culture that prioritizes quality and meaningful intellectual contribution over sheer quantity, effectively avoiding potential risks such as coercive authorship or the assignment of credit without real participation. The focus remains squarely on the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony in this area. This total alignment with an environment of maximum scientific security shows a shared commitment to avoiding academic endogamy. By not relying on in-house journals, which can present conflicts of interest, the institution ensures its scientific production undergoes independent external peer review. This practice enhances global visibility and confirms that its research is validated through standard competitive channels rather than internal 'fast tracks'.
With a Z-score of -1.186, the institution demonstrates a state of preventive isolation from a risk that is more prevalent nationally (country score: 0.628). This stark contrast indicates that the institution does not replicate the risk dynamics of data fragmentation, or 'salami slicing,' observed in its environment. The very low incidence of massive bibliographic overlap between publications suggests a research culture that values the dissemination of coherent, significant studies over practices designed to artificially inflate productivity metrics, thereby protecting the integrity of the scientific evidence base.