| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.187 | 0.043 |
|
Retracted Output
|
-0.362 | -0.174 |
|
Institutional Self-Citation
|
2.147 | 2.028 |
|
Discontinued Journals Output
|
0.569 | 1.078 |
|
Hyperauthored Output
|
-1.036 | -0.325 |
|
Leadership Impact Gap
|
-1.249 | -0.751 |
|
Hyperprolific Authors
|
-0.441 | -0.158 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.284 | 0.628 |
Universite Ibn Zohr presents a robust scientific integrity profile, with an overall risk score of -0.077 indicating performance that is well-aligned with international standards. The institution demonstrates significant strengths in maintaining intellectual leadership, ensuring author accountability, and avoiding conflicts of interest, as evidenced by very low to low risk levels in indicators such as the impact gap from leadership, hyper-authorship, and publication in institutional journals. However, areas requiring strategic attention include a high exposure to institutional self-citation and moderate risks associated with redundant publications and output in discontinued journals. These vulnerabilities, while managed better than the national average in some cases, could subtly undermine the institution's mission to ensure the effective "dissemination of knowledge" and contribute to "regional and national growth." According to SCImago Institutions Rankings data, the university's academic excellence is particularly notable in fields such as Chemistry (ranked #1 in Morocco), Earth and Planetary Sciences (#2), Biochemistry, Genetics and Molecular Biology (#4), and Social Sciences (#6). To fully align its operational integrity with its stated mission and thematic leadership, it is recommended that the institution develops targeted policies to diversify its citation patterns and enhance due diligence in the selection of publication venues, thereby safeguarding its long-term reputation and impact.
The institution's Z-score of -0.187 contrasts favorably with the national average of 0.043. This indicates a notable institutional resilience, as the university's control mechanisms appear to successfully mitigate systemic risks observed elsewhere in the country. While multiple affiliations can be legitimate, the national context shows a tendency towards higher rates that could signal strategic attempts to inflate institutional credit. Universite Ibn Zohr’s lower score suggests a well-governed environment where affiliations are managed with clarity, preventing the risk of “affiliation shopping” and ensuring that institutional credit is attributed accurately.
With a Z-score of -0.362, the institution displays a more prudent profile than the national standard, which stands at -0.174. This suggests that the university's quality control mechanisms are managed with greater rigor than its national peers. Retractions can result from honest error correction, but a lower rate is a strong indicator of effective pre-publication supervision and a robust integrity culture. This performance minimizes the risk of systemic failures in methodological rigor or recurring malpractice, safeguarding the institution's scientific record more effectively than the national average.
The institution registers a Z-score of 2.147, showing a high exposure to this risk, slightly above the national average of 2.028. This proximity to an already elevated national benchmark suggests the institution is more prone to practices that can lead to scientific isolation. While a certain level of self-citation is natural, this high rate warns of a potential 'echo chamber' where the institution's work may not be receiving sufficient external scrutiny. This creates a significant risk of endogamous impact inflation, where academic influence appears oversized due to internal dynamics rather than genuine recognition from the global scientific community.
The institution's Z-score of 0.569 demonstrates differentiated management compared to the national average of 1.078. This indicates that the university moderates a risk that appears to be more common across the country. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. By maintaining a lower rate, the institution shows more effective control in avoiding media that fail to meet international ethical or quality standards, thereby mitigating the severe reputational risks and resource wastage associated with 'predatory' practices that are more prevalent in its environment.
With a Z-score of -1.036, the institution exhibits a prudent profile, performing significantly better than the national average of -0.325. This indicates that the university manages its authorship practices with more rigor than the national standard. Outside of "Big Science" contexts, high rates of hyper-authorship can signal author list inflation, which dilutes individual accountability. The institution's low score points to a culture that discourages 'honorary' or political authorship, promoting transparency and ensuring that credit is assigned based on meaningful contributions.
The institution's Z-score of -1.249 is in the very low-risk category, showing low-profile consistency when compared to the national average of -0.751. The absence of risk signals in this area aligns with, and even improves upon, the national standard. A wide gap here would suggest that scientific prestige is dependent on external partners rather than internal capacity. The institution's excellent score indicates that its research excellence is structural and sustainable, stemming from strong intellectual leadership within its own teams and avoiding the sustainability risk of relying on exogenous impact.
The institution's Z-score of -0.441 reflects a prudent profile, as it is considerably lower than the national average of -0.158. This suggests the institution manages author productivity with more rigor than its peers. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. The university's lower incidence of hyperprolific authors indicates an environment that effectively mitigates risks such as coercive authorship or 'salami slicing,' prioritizing the integrity of the scientific record over the inflation of metrics.
The institution shows perfect integrity synchrony with its environment, with its Z-score of -0.268 being identical to the national average. This total alignment in a zone of maximum scientific security demonstrates a shared commitment to best practices. By avoiding reliance on in-house journals, the institution sidesteps potential conflicts of interest where it would act as both judge and party. This practice ensures its scientific production undergoes independent external peer review, which is crucial for limiting academic endogamy and maximizing global visibility and competitive validation.
With a Z-score of 0.284, the institution demonstrates differentiated management of this risk compared to the higher national average of 0.628. This indicates the center is more effective at moderating practices that appear common in the country. A high rate of redundant output, or 'salami slicing,' points to the fragmentation of studies into minimal publishable units to artificially inflate productivity. The institution's lower score suggests a culture that values the publication of significant, coherent new knowledge over volume, thereby protecting the integrity of the scientific evidence base and reducing the burden on the peer-review system.