| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.138 | 2.187 |
|
Retracted Output
|
-0.334 | 0.849 |
|
Institutional Self-Citation
|
-0.404 | 0.822 |
|
Discontinued Journals Output
|
0.843 | 0.680 |
|
Hyperauthored Output
|
-1.061 | -0.618 |
|
Leadership Impact Gap
|
-1.088 | -0.159 |
|
Hyperprolific Authors
|
-0.385 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
-0.478 | 0.214 |
Nahda University demonstrates a robust scientific integrity profile, reflected in an exceptionally low overall risk score of 0.065. The institution exhibits remarkable strengths in maintaining research quality and independence, particularly in its capacity for intellectual leadership, commitment to external validation, and avoidance of redundant publications. These positive indicators are further bolstered by a clear resilience against several risk trends prevalent at the national level, such as higher rates of retractions and institutional self-citation. This strong foundation in research ethics directly supports the university's prominent standing in key thematic areas, as evidenced by its SCImago Institutions Rankings, which place it among the top national institutions in Chemistry (7th in Egypt), Dentistry (18th), and Biochemistry, Genetics and Molecular Biology (21st). However, two medium-risk indicators—a rate of multiple affiliations that mirrors a systemic national pattern and, more critically, a high exposure to publication in discontinued journals—present a direct challenge to its mission of providing "excellent" and "scientifically and morally" sound preparation for its students. These practices, if unaddressed, could undermine the credibility of its research output and contradict its goal of contributing to a societal renaissance. To fully align its operational reality with its aspirational vision, it is recommended that the university leverage its evident strengths in governance to develop targeted strategies, particularly enhancing due diligence in the selection of publication venues.
The university presents a Z-score of 2.138, which is closely aligned with the national average of 2.187. This indicates that the institution's moderate risk level in this area is not an isolated phenomenon but rather reflects a systemic pattern shared across the country's research landscape. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the consistent medium-risk signal at both institutional and national levels suggests that these practices may be influenced by shared regulations or common strategies. It is advisable to analyze whether these affiliations consistently represent substantive collaborations or if they are being used strategically to inflate institutional credit, a dynamic that could be prevalent throughout the national system.
With a Z-score of -0.334, the university maintains a low rate of retracted publications, demonstrating notable institutional resilience when compared to the medium-risk national environment (Z-score: 0.849). This discrepancy suggests that the university's internal control mechanisms are effectively mitigating the systemic risks that may be more prevalent across the country. A high rate of retractions can signal systemic failures in quality control or recurring malpractice. In this context, Nahda University’s strong performance indicates a responsible supervision culture and robust pre-publication review processes that successfully filter out potential issues, safeguarding its scientific record in a challenging environment.
The institution shows a low rate of self-citation (Z-score: -0.404), contrasting significantly with the medium-risk national average (Z-score: 0.822). This demonstrates strong institutional resilience, suggesting that the university successfully avoids the broader national trend toward insular citation practices. A certain level of self-citation is natural, but disproportionately high rates can signal scientific isolation or 'echo chambers'. By maintaining a low score, Nahda University ensures its academic influence is validated by the global community rather than being artificially inflated by internal dynamics, thereby sidestepping the risk of endogamy that appears more pronounced at the national level.
The university's Z-score of 0.843 indicates a medium risk and, concerningly, a higher exposure to this issue than the national average (Z-score: 0.680). This moderate deviation suggests the institution is more prone than its national peers to channeling its research into questionable venues. This constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of publications in such journals indicates that a significant part of the scientific output is being placed in media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality practices.
Nahda University exhibits a prudent profile with a Z-score of -1.061, which is even lower than the already low-risk national standard of -0.618. This indicates that the institution manages its authorship processes with greater rigor than its peers. While extensive author lists are legitimate in 'Big Science', their appearance elsewhere can signal author list inflation, which dilutes accountability. The university's very low score suggests it effectively distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, fostering a culture of transparency and clear individual contribution.
The institution demonstrates exceptional performance with a Z-score of -1.088 (very low risk), which is significantly stronger than the country's low-risk score of -0.159. This low-profile consistency, where the absence of risk signals surpasses the national standard, is a powerful indicator of scientific sustainability. A wide positive gap can suggest that an institution's prestige is dependent on external partners rather than its own capabilities. Nahda University’s score, however, confirms that its scientific impact is driven by genuine internal capacity and strong intellectual leadership, ensuring its excellence is structural and not reliant on exogenous factors.
The university's Z-score of -0.385 reflects a low risk of hyperprolific authorship, showcasing institutional resilience against the medium-risk trend observed nationally (Z-score: 0.153). This suggests that the university's control mechanisms are effective in mitigating a systemic national vulnerability. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or a focus on quantity over quality. By maintaining a low score, Nahda University demonstrates a commitment to balancing productivity with the integrity of the scientific record, a standard that appears more challenging to uphold in the broader national context.
With a Z-score of -0.268, the university shows a near-total operational silence in this indicator, performing even better than the country's already very low-risk average of -0.130. This absence of risk signals is a testament to the institution's commitment to external validation. Over-reliance on in-house journals can create conflicts of interest and academic endogamy, potentially bypassing independent peer review. The university’s exceptionally low rate demonstrates a clear preference for global dissemination channels, ensuring its research is subject to standard competitive validation and maximizing its international visibility.
The university exhibits a state of preventive isolation with a Z-score of -0.478 (very low risk), starkly contrasting with the medium-risk dynamic observed at the national level (Z-score: 0.214). This shows that the institution does not replicate the risk of 'salami slicing' prevalent in its environment. This practice, which involves fragmenting a study into minimal publishable units to inflate productivity, distorts scientific evidence. Nahda University’s excellent score indicates a research culture that prioritizes the generation of significant, coherent new knowledge over the artificial inflation of publication metrics, thereby protecting the integrity of its scientific contributions.