| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
5.267 | 2.187 |
|
Retracted Output
|
0.962 | 0.849 |
|
Institutional Self-Citation
|
3.912 | 0.822 |
|
Discontinued Journals Output
|
2.496 | 0.680 |
|
Hyperauthored Output
|
-1.038 | -0.618 |
|
Leadership Impact Gap
|
-2.022 | -0.159 |
|
Hyperprolific Authors
|
0.026 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
-0.250 | 0.214 |
Badr University in Cairo demonstrates a complex profile of scientific integrity, marked by a significant contrast between areas of exemplary practice and areas requiring urgent strategic intervention. With an overall risk score of 1.320, the institution shows notable strengths in maintaining intellectual leadership, as evidenced by a very low gap between its total impact and the impact of its self-led research. Furthermore, the university exhibits robust control over academic endogamy, hyper-authorship, and redundant publications, suggesting a solid foundation in certain aspects of research ethics. According to SCImago Institutions Rankings data, the university's strongest thematic areas are concentrated in the health sciences, particularly in Pharmacology, Toxicology and Pharmaceutics, Medicine, and Dentistry. However, this scientific positioning is critically threatened by significant risk signals in affiliation strategies, post-publication quality control, and citation patterns. These vulnerabilities directly challenge the university's mission to adhere to "International quality standards," suggesting that a focus on metric performance may be undermining the very principles of excellence and social responsibility it aims to uphold. To secure its long-term reputation and ensure its research genuinely contributes to community development, it is imperative that the university leverages its internal strengths to implement rigorous governance and integrity policies that address these critical outliers.
The institution presents a Z-score of 5.267, a value that significantly exceeds the national average of 2.187. This indicates that the university not only participates in a national trend of multiple affiliations but actively amplifies it. This practice represents a critical vulnerability for the institution. While multiple affiliations can be a legitimate outcome of collaboration, a disproportionately high rate, as observed here, signals a potential strategic attempt to inflate institutional credit or engage in “affiliation shopping.” This pattern requires immediate review to ensure that all declared affiliations correspond to substantive scientific contributions and to safeguard the university's reputation against perceptions of opportunistic behavior.
With a Z-score of 0.962, the university's rate of retracted publications is notably higher than the national average of 0.849, accentuating a vulnerability already present in the national system. Retractions are complex events, but a rate significantly above the norm suggests that the institution's pre-publication quality control mechanisms may be failing systemically. This elevated score is a serious alert to a potential weakness in the institutional integrity culture, pointing towards possible recurring malpractice or a lack of methodological rigor that demands immediate qualitative verification by management to prevent further reputational damage.
The institution's Z-score for self-citation is 3.912, a figure that dramatically surpasses the national average of 0.822. This result suggests the university is amplifying a national tendency towards self-referencing to a critical degree. A certain level of self-citation is natural, reflecting ongoing research lines. However, this disproportionately high rate signals a concerning level of scientific isolation, creating an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice poses a severe risk of endogamous impact inflation, suggesting that the institution's academic influence may be artificially oversized by internal dynamics rather than by genuine recognition from the global scientific community.
The university's Z-score of 2.496 in this indicator, while within the same medium-risk category as the national average of 0.680, reveals a significantly higher exposure to this particular risk. This suggests the institution is more prone than its national peers to publishing in questionable venues. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of the university's scientific output is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational harm and signaling an urgent need for improved information literacy to avoid channeling resources into 'predatory' or low-quality practices.
The institution demonstrates a prudent profile in its authorship practices, with a Z-score of -1.038, which is more rigorous than the national standard of -0.618. This favorable result indicates that the university effectively manages authorship lists, avoiding the inflationary trends seen elsewhere. This serves as a positive signal that the institution successfully distinguishes between necessary massive collaboration and questionable 'honorary' or political authorship practices, thereby upholding individual accountability and transparency in its scientific contributions.
The university shows an excellent result in this area, with a Z-score of -2.022, indicating a near-total absence of risk and aligning well with the low-risk national standard of -0.159. This demonstrates remarkable consistency and strength. A low gap suggests that the institution's scientific prestige is structural and sustainable, not dependent on external partners. This result is a strong indicator of real internal capacity and intellectual leadership, reflecting that the university's high-impact research is driven by its own scholars, which is a cornerstone of long-term scientific autonomy and excellence.
The institution shows effective management in this area, with a Z-score of 0.026 that is considerably lower than the national average of 0.153. This indicates that the university successfully moderates a risk that is more common across the country. By maintaining a low rate of hyperprolific authors, the institution demonstrates a healthy balance between quantity and quality. This suggests the presence of control mechanisms that discourage practices such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over the inflation of publication metrics.
The institution exhibits an exemplary standard of practice, with a Z-score of -0.268, indicating a complete absence of risk signals and performing even better than the already low-risk national average of -0.130. This total operational silence is a clear strength. By avoiding dependence on its own journals, the university effectively sidesteps potential conflicts of interest and academic endogamy. This commitment to external, independent peer review ensures its scientific production is validated through standard competitive channels, enhancing its global visibility and credibility.
The university demonstrates strong institutional resilience, with a Z-score of -0.250, which places it in a low-risk category, in contrast to the medium-risk national average of 0.214. This suggests that the institution's internal control mechanisms are effectively mitigating a systemic risk present in its environment. A low rate of redundant output indicates a commendable focus on substantive research over artificially inflating productivity. This practice prevents the fragmentation of data, or 'salami slicing,' and ensures that the university's contributions to the scientific record consist of significant new knowledge rather than minimal publishable units.
