| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.947 | 2.187 |
|
Retracted Output
|
0.389 | 0.849 |
|
Institutional Self-Citation
|
0.695 | 0.822 |
|
Discontinued Journals Output
|
0.727 | 0.680 |
|
Hyperauthored Output
|
-0.244 | -0.618 |
|
Leadership Impact Gap
|
0.732 | -0.159 |
|
Hyperprolific Authors
|
-0.477 | 0.153 |
|
Institutional Journal Output
|
1.090 | -0.130 |
|
Redundant Output
|
-0.011 | 0.214 |
Ain Shams University presents a robust integrity profile with an overall score of 0.477, indicating a solid foundation with specific, strategic opportunities for enhancement. The institution demonstrates notable resilience, effectively mitigating national risk trends in areas such as hyperprolific authorship and redundant publication, showcasing strong internal governance. Key weaknesses emerge in the form of a significant reliance on institutional journals and a dependency on external collaborations for research impact, which stand in contrast to national norms. These integrity metrics are contextualized by the university's outstanding thematic performance, with SCImago Institutions Rankings placing it among the top national leaders in critical fields like Medicine, Dentistry, and Engineering. To fully realize its mission of producing graduates who can compete internationally, it is crucial to address these integrity vulnerabilities. An over-reliance on internal publication channels and external research leadership could challenge the principles of innovation and alignment with "international developments" stated in its mission. By strategically strengthening its publication policies and fostering internal research leadership, Ain Shams University can ensure its operational integrity fully supports and amplifies its academic excellence, solidifying its position as a leading research institution.
The university's Z-score for this indicator is 0.947, which is considerably lower than the national average of 2.187. Although both the institution and the country exhibit a medium level of risk, the university demonstrates a more controlled and differentiated management of this practice. This suggests that while operating within a national context where multiple affiliations are common, Ain Shams University applies more rigorous oversight. This helps moderate the risk of strategically using affiliations to inflate institutional credit, a practice that appears more widespread at the national level, ensuring that collaborations are substantive rather than purely for credit-claiming or “affiliation shopping”.
With a Z-score of 0.389, the institution's rate of retractions is less than half the national average of 0.849. This significant difference, despite both falling within a medium-risk category, points to a more effective management of research quality. The lower score suggests that the university's pre-publication quality control mechanisms are more robust than the national standard. While any retraction rate warrants attention, the university's ability to moderate this trend indicates a stronger integrity culture that is better at preventing the systemic failures, potential malpractice, or lack of methodological rigor that can lead to a high volume of retracted work.
The university's Z-score of 0.695 is notably lower than the national average of 0.822. This indicates a differentiated management approach where the institution successfully moderates a risk that is more pronounced across the country. A certain level of self-citation is natural, but the university's lower rate suggests a healthier integration with the global scientific community. By maintaining this control, the institution mitigates the risk of creating scientific 'echo chambers' and avoids the endogamous inflation of its academic impact, ensuring its influence is validated by external scrutiny rather than primarily by internal dynamics.
The institution's Z-score of 0.727 is nearly identical to the country's average of 0.680, indicating a shared, systemic pattern of risk. This alignment suggests that the university's researchers face the same challenges as their national peers, possibly due to common practices or a lack of widespread information literacy regarding publication venue selection. This constitutes a critical alert regarding due diligence, as a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards. This shared vulnerability exposes the institution to reputational risks and signals a need for improved guidance to avoid channeling resources into 'predatory' or low-quality outlets.
With a Z-score of -0.244, the university's risk level is low but slightly higher than the national average of -0.618. This subtle difference points to an incipient vulnerability that warrants review before it escalates. While the overall risk is minimal, the university shows slightly more activity in this area than its national peers. This serves as a proactive signal to ensure that authorship practices remain transparent and accountable, distinguishing between necessary large-scale collaboration and potential 'honorary' authorship, thereby preventing the dilution of individual responsibility which could become a future concern.
The university's Z-score of 0.732 (medium risk) marks a moderate deviation from the national Z-score of -0.159 (low risk). This disparity indicates that the institution is more sensitive to this specific risk factor than its national counterparts. The positive gap suggests that the university's scientific prestige may be significantly dependent on external partners, with its overall impact being much higher than the impact of research where it exercises intellectual leadership. This signals a potential sustainability risk, inviting reflection on whether its high-impact metrics stem from genuine internal capacity or from strategic positioning in collaborations led by others.
The institution exhibits a low-risk Z-score of -0.477, which contrasts sharply with the medium-risk national average of 0.153. This demonstrates significant institutional resilience, as internal control mechanisms appear to be successfully mitigating a systemic risk present in the country. By maintaining a low rate of hyperprolific authors, the university effectively discourages practices that prioritize quantity over quality, such as coercive authorship or assigning credit without meaningful participation. This fosters a healthier research environment where the integrity of the scientific record is prioritized over the inflation of publication metrics.
A monitoring alert is triggered by the university's medium-risk Z-score of 1.090, a level that is highly unusual when compared to the country's very low-risk average of -0.130. This anomaly requires a careful review of its causes. The high score warns of a potential for academic endogamy, where a substantial portion of research might be bypassing rigorous, independent external peer review by being published in-house. This practice raises conflict-of-interest concerns, as the institution acts as both judge and party, and could limit the global visibility and competitive validation of its scientific output.
The university demonstrates strong institutional resilience with a low-risk Z-score of -0.011, standing in positive contrast to the medium-risk national average of 0.214. This indicates that the institution's control mechanisms are effective in mitigating a risk that is more prevalent across the country. The low score suggests that the university successfully discourages 'salami slicing'—the practice of fragmenting a single study into multiple minimal publications. This commitment ensures that research outputs represent significant new knowledge rather than artificially inflated productivity, thereby protecting the integrity of the scientific record and the efficiency of the peer-review system.