| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
4.291 | 2.187 |
|
Retracted Output
|
0.079 | 0.849 |
|
Institutional Self-Citation
|
1.453 | 0.822 |
|
Discontinued Journals Output
|
1.038 | 0.680 |
|
Hyperauthored Output
|
-0.966 | -0.618 |
|
Leadership Impact Gap
|
0.334 | -0.159 |
|
Hyperprolific Authors
|
2.206 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
-0.875 | 0.214 |
Delta University for Science and Technology presents a dynamic but complex scientific integrity profile, marked by areas of exceptional governance alongside significant vulnerabilities that require strategic attention. With a global integrity score of 0.851, the institution demonstrates notable strengths, particularly in its robust controls against redundant publications and its commitment to external validation by avoiding institutional journals. However, this is contrasted by a critical alert in the Rate of Multiple Affiliations, which significantly exceeds national levels, and medium-risk signals in self-citation, hyperprolific authorship, and reliance on external leadership for impact. These integrity metrics are particularly relevant when contextualized with the university's strong academic positioning, as evidenced by SCImago Institutions Rankings data, which places it among the national leaders in key areas such as Mathematics (ranked 17th in Egypt), Economics, Econometrics and Finance (19th), and Business, Management and Accounting (20th). The identified risks, especially those related to authorship and citation practices, could undermine the perceived legitimacy of this academic excellence. To ensure its reputation aligns with its performance, the university is encouraged to leverage this report as a strategic tool for targeted interventions, reinforcing its governance frameworks to safeguard its valuable contributions to science and society.
The institution's Z-score of 4.291 is significantly elevated compared to the national average of 2.187. This finding suggests that the university not only reflects a national trend of medium risk but actively amplifies it, showing a much higher incidence of this practice. While multiple affiliations can be a legitimate outcome of collaboration, a rate this high serves as a critical alert. It indicates that the institution's practices may be contributing to an inflation of institutional credit through strategic "affiliation shopping" rather than reflecting genuine, balanced partnerships. This pattern accentuates a vulnerability already present in the national system and calls for a review of institutional policies on authorship and affiliation declarations to ensure transparency and fair credit attribution.
The institution exhibits a Z-score of 0.079, which is considerably lower than the national Z-score of 0.849. Although both the university and the country fall within a medium-risk category, this notable difference points towards effective differentiated management at the institutional level. It suggests that the university successfully moderates a risk that appears more common among its national peers. Retractions are complex events, but a comparatively lower rate indicates that the institution's quality control and supervision mechanisms are likely more robust than the national standard, preventing systemic failures and demonstrating a stronger culture of integrity and methodological rigor before publication.
With a Z-score of 1.453, the institution surpasses the national average of 0.822. This indicates a high exposure to the risks associated with insular citation patterns, making the university more prone to these signals than its peers within a shared medium-risk environment. A certain level of self-citation is natural, reflecting focused research lines. However, this elevated rate warns of potential scientific isolation or "echo chambers," where work is validated internally without sufficient external scrutiny. This practice risks creating an endogamous impact, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than by broader recognition from the global scientific community.
The institution's Z-score of 1.038 is higher than the national average of 0.680, placing it in a position of high exposure to this particular risk. Within a national context already showing medium-risk signals, the university appears more susceptible to channeling its research into questionable outlets. This pattern is a critical alert regarding the due diligence applied in selecting dissemination channels. A high score indicates that a significant portion of scientific output may be directed to journals that fail to meet international ethical or quality standards, exposing the institution to severe reputational damage and suggesting an urgent need to improve information literacy to avoid predatory practices.
The institution demonstrates a prudent profile with a Z-score of -0.966, which is more favorable than the national average of -0.618. Both scores are in the low-risk category, but the university's lower value indicates that it manages its authorship processes with more rigor than the national standard. This suggests that the institution has effective mechanisms to distinguish between necessary large-scale collaboration and questionable practices like "honorary" authorships. By maintaining a low rate of hyper-authored publications, the university promotes individual accountability and transparency in its research outputs, setting a higher standard than its peers.
The institution shows a moderate deviation from the national norm, with a Z-score of 0.334 against a country score of -0.159. This shift from a low-risk national environment to a medium-risk institutional one indicates a greater sensitivity to this specific risk factor. The positive gap suggests that while the university's overall impact is notable, its prestige may be significantly dependent on external collaborations where it does not hold intellectual leadership. This signals a potential sustainability risk, inviting reflection on whether its excellence metrics are derived from genuine internal capacity or from strategic positioning in partnerships. Strengthening internal research leadership is key to ensuring that its scientific prestige is structural and not merely exogenous.
With a Z-score of 2.206, the institution's rate of hyperprolific authors is substantially higher than the national average of 0.153. This disparity indicates a high exposure to this risk, suggesting the university is more prone to concentrating publications among a few individuals than its peers. While high productivity can reflect leadership, extreme volumes challenge the limits of meaningful intellectual contribution. This indicator serves as an alert for potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of credit without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 demonstrates total operational silence in this area, performing even better than the already low-risk national average of -0.130. This absence of risk signals, even below the national baseline, is a clear indicator of strong governance. By avoiding dependence on in-house journals, the university effectively mitigates conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production undergoes independent external peer review, reinforcing its commitment to global visibility and competitive validation rather than relying on internal "fast tracks" for publication.
The institution shows a remarkable preventive isolation from national trends, with a Z-score of -0.875 in a country context that registers a medium-risk score of 0.214. This stark contrast highlights the university's success in not replicating the risk dynamics observed in its environment. The very low score indicates a strong institutional culture that discourages data fragmentation or "salami slicing." By avoiding the practice of dividing studies into minimal publishable units, the university demonstrates a commitment to producing significant, coherent knowledge, thereby protecting the integrity of scientific evidence and prioritizing substance over artificially inflated publication volume.