| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.309 | 2.187 |
|
Retracted Output
|
-0.033 | 0.849 |
|
Institutional Self-Citation
|
0.265 | 0.822 |
|
Discontinued Journals Output
|
0.444 | 0.680 |
|
Hyperauthored Output
|
-0.980 | -0.618 |
|
Leadership Impact Gap
|
-0.742 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
-0.361 | 0.214 |
The University of Sadat City presents a robust and well-balanced scientific integrity profile, with an overall risk score of -0.049 that indicates performance slightly better than the global average. The institution's primary strengths lie in its exceptional control over hyperprolific authorship and its minimal reliance on institutional journals, areas where it demonstrates a clear disconnection from national risk trends. While moderate risks are present in multiple affiliations, institutional self-citation, and publication in discontinued journals, the university consistently outperforms the national average, suggesting effective internal governance. This solid integrity framework supports its prominent academic standing, particularly in disciplines such as Business, Management and Accounting (ranked 3rd in Egypt), Social Sciences (3rd), and Computer Science (6th), according to SCImago Institutions Rankings data. The institution's mission to foster "innovation and excellence" is well-supported by this evidence of responsible research practices; however, continued vigilance in the identified medium-risk areas is crucial to ensure that its reputation for excellence is built on a foundation of unquestionable scientific rigor and global engagement. Overall, the university is well-positioned to leverage its integrity strengths as a cornerstone of its sustainable development and educational mission.
The university's Z-score for this indicator is 1.309, while the national average is 2.187. This suggests a pattern of differentiated management, where the institution successfully moderates a risk that is more pronounced across the country. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The University of Sadat City's lower score indicates a more controlled approach to this practice, reflecting a healthier balance between collaborative engagement and clear institutional attribution compared to the national trend.
With a Z-score of -0.033 against a national average of 0.849, the university demonstrates notable institutional resilience. This indicates that its internal control mechanisms are effectively mitigating a systemic risk observed at the national level. A high rate of retractions can suggest that quality control mechanisms prior to publication may be failing. The university's low score, in contrast to the country's medium-risk profile, points to a robust integrity culture and strong pre-publication oversight, protecting its scientific record from the vulnerabilities affecting its wider environment.
The institution's Z-score of 0.265, compared to the national average of 0.822, points to effective and differentiated management of self-citation practices. Although the risk level is moderate, the university shows significantly more restraint than its national peers. Excessive self-citation can signal scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. The university's more contained score suggests a healthier integration with the global scientific community and a reduced risk of inflating its academic influence through endogamous dynamics.
The university's Z-score of 0.444 is notably lower than the national average of 0.680, indicating a more discerning approach to selecting publication venues. This reflects a differentiated management strategy that helps moderate a common risk within the country. A high proportion of publications in discontinued journals is a critical alert regarding due diligence, suggesting that scientific output may be channeled through media lacking international ethical or quality standards. While this remains a medium-risk area, the university's better-than-average performance suggests a greater awareness in avoiding predatory or low-quality practices, thereby protecting its reputational standing.
The institution exhibits a prudent profile in this area, with a Z-score of -0.980 that is more favorable than the national average of -0.618. This suggests that the university manages its authorship attribution processes with greater rigor than the national standard. While extensive author lists are legitimate in 'Big Science', a high rate elsewhere can indicate author list inflation, which dilutes individual accountability. The university's low score signals a healthy alignment with disciplinary norms and a reduced risk of 'honorary' or political authorship practices.
With a Z-score of -0.742, significantly lower than the national average of -0.159, the university demonstrates a prudent and sustainable research profile. This indicates that the institution's processes are managed with more rigor than the national standard in this regard. A wide positive gap in this indicator suggests that an institution's scientific prestige is dependent on external partners rather than its own structural capacity. The university's negative score signifies a healthy balance, where the impact of research led by its own authors is strong, reflecting genuine internal capability and intellectual leadership rather than a reliance on strategic positioning in external collaborations.
The university's Z-score of -1.413 contrasts sharply with the national average of 0.153, demonstrating a state of preventive isolation from national trends. The institution does not replicate the risk dynamics related to hyperprolific authorship that are observed in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. The university's exceptionally low score is a strong indicator of a research culture that prioritizes the integrity of the scientific record and quality over the inflation of quantitative metrics.
The institution's Z-score of -0.268, which is even lower than the country's very low average of -0.130, signifies total operational silence in this risk area. This absence of risk signals, even below the national baseline, is a clear strength. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy, bypassing independent external peer review. The university's minimal reliance on its own journals underscores a commitment to global visibility and competitive validation, ensuring its research is vetted through standard international channels.
With a Z-score of -0.361 compared to the national medium-risk average of 0.214, the university shows strong institutional resilience. Its control mechanisms appear to be successfully mitigating a risk that is more prevalent at the national level. A high rate of redundant output, or 'salami slicing,' indicates the practice of fragmenting a single study into minimal publishable units to artificially inflate productivity. The university's low score suggests its research culture promotes the publication of significant, coherent studies over the distortion of the scientific record for quantitative gain.