| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.971 | 2.187 |
|
Retracted Output
|
0.540 | 0.849 |
|
Institutional Self-Citation
|
0.802 | 0.822 |
|
Discontinued Journals Output
|
1.024 | 0.680 |
|
Hyperauthored Output
|
-0.912 | -0.618 |
|
Leadership Impact Gap
|
-0.418 | -0.159 |
|
Hyperprolific Authors
|
0.677 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
-0.396 | 0.214 |
Beni Suef University presents a moderate overall risk profile (Score: 0.558), characterized by a commendable capacity to mitigate certain systemic national risks while showing specific vulnerabilities that require strategic attention. The institution demonstrates significant strengths in maintaining intellectual leadership, ensuring accountability in authorship, and prioritizing external validation over institutional journals, reflecting a solid foundation of scientific integrity. According to SCImago Institutions Rankings data, these governance strengths support areas of notable academic excellence, particularly in Psychology (ranked 5th in Egypt), Energy (8th), and Veterinary (10th). However, the university's mission to prepare "remarkable scientists" and uphold "distinguished academic programs" for international competition is challenged by a high exposure to publishing in discontinued journals and a higher-than-average rate of hyperprolific authors. These specific risks could undermine its reputation and the perceived quality of its output. To fully align its operational practices with its strategic vision, the university is advised to implement targeted awareness campaigns and review policies related to publication venues and productivity incentives, thereby reinforcing its commitment to sustainable, high-impact research.
With an institutional Z-score of 1.971, which is below the national average of 2.187, the university demonstrates differentiated management of a risk that is common throughout the country's research ecosystem. This indicates a more controlled environment regarding researcher affiliations. While multiple affiliations are often a legitimate result of collaboration, the institution's ability to moderate this trend suggests a reduced risk of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby maintaining a clearer and more transparent representation of its collaborative footprint compared to its national peers.
The university's Z-score of 0.540 is significantly lower than the national average of 0.849, indicating a more effective management of pre-publication quality control. Retractions are complex events, but a rate notably below the national standard suggests that the institution's integrity culture and supervision mechanisms are successfully moderating a vulnerability observed elsewhere in the country. This lower incidence implies that systemic failures or recurring malpractice are less likely, reflecting a stronger commitment to methodological rigor and responsible research conduct.
The institution's Z-score of 0.802 is nearly identical to the national average of 0.822, pointing to a systemic pattern where its citation practices mirror those prevalent across the country. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this alignment at a medium-risk level suggests the university is part of a national context that may be prone to 'echo chambers,' where work is validated internally without sufficient external scrutiny. This shared dynamic warns of a potential risk of endogamous impact inflation, where academic influence is shaped more by internal dynamics than by broader recognition from the global community.
With a Z-score of 1.024, the university shows a higher exposure to this risk compared to the national average of 0.680. This elevated rate constitutes a critical alert regarding the due diligence applied in selecting publication channels. A high Z-score indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This practice 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 publishing practices.
The university exhibits a prudent profile in this area, with a Z-score of -0.912 that is well below the national average of -0.618. This demonstrates that the institution manages its authorship processes with more rigor than the national standard. The very low rate of hyper-authorship suggests that extensive author lists are uncommon and likely well-justified by legitimate large-scale collaborations, effectively mitigating the risk of author list inflation and the dilution of individual accountability that can occur with 'honorary' or political authorship practices.
The institution demonstrates a prudent and self-sufficient profile, with a Z-score of -0.418 that is notably lower than the national average of -0.159. This indicates a minimal gap between the impact of its overall output and the impact of research led by its own authors. Such a result signals a strong and sustainable internal research capacity, suggesting that the university's scientific prestige is structural and endogenously generated. It reflects an institution that exercises intellectual leadership rather than being dependent on external partners for its high-impact contributions.
The university's Z-score of 0.677 indicates a high exposure to this risk, standing significantly above the national average of 0.153. This suggests the institution is more prone to hosting authors with extreme publication volumes than its peers. While high productivity can be legitimate, this indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship, 'salami slicing,' or authorship assignment without meaningful intellectual contribution. This dynamic, which prioritizes metrics over the integrity of the scientific record, warrants a careful review of institutional incentives.
With a Z-score of -0.268, which is even lower than the minimal national average of -0.130, the university demonstrates total operational silence in this risk area. This exemplary result shows a firm commitment to independent, external peer review. By avoiding dependence on its own journals, the institution effectively sidesteps potential conflicts of interest and academic endogamy, ensuring its scientific production is validated through standard competitive channels and maximizing its global visibility and credibility.
The university shows strong institutional resilience, with a Z-score of -0.396 in a national context where the average is 0.214 (a medium-risk level). This contrast suggests that the institution's control mechanisms are effectively mitigating the practice of data fragmentation or 'salami slicing,' which appears to be a systemic risk in the country. This low rate indicates a research culture that prioritizes the publication of significant new knowledge over the artificial inflation of productivity metrics, thereby protecting the integrity of the scientific record.