| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
7.475 | 2.187 |
|
Retracted Output
|
-0.663 | 0.849 |
|
Institutional Self-Citation
|
1.069 | 0.822 |
|
Discontinued Journals Output
|
-0.153 | 0.680 |
|
Hyperauthored Output
|
-1.328 | -0.618 |
|
Leadership Impact Gap
|
-2.157 | -0.159 |
|
Hyperprolific Authors
|
1.346 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
0.821 | 0.214 |
The Egypt-Japan University of Science and Technology (E-JUST) presents a profile of notable strengths in research integrity alongside specific, significant vulnerabilities that require strategic attention. With an overall score of 0.546, the institution demonstrates a solid foundation, particularly in its exceptionally low rates of retracted output, hyper-authored publications, and reliance on institutional journals, indicating robust quality control and a commitment to external validation. However, this positive landscape is contrasted by a significant risk in the rate of multiple affiliations and medium-level risks in institutional self-citation, hyperprolific authorship, and redundant output. These challenges could undermine the institution's mission to be a "role model" embodying "Japanese educational standards" and achieving "international recognition." While E-JUST shows leadership in key thematic areas according to SCImago Institutions Rankings data, including top national rankings in Environmental Science, Social Sciences, and Energy, the integrity risks, especially those suggesting a focus on metric inflation, could compromise the perceived value of this excellence. To fully align its practices with its ambitious vision, E-JUST is encouraged to leverage its clear strengths in quality assurance to develop targeted governance policies that address the identified vulnerabilities, thereby ensuring its reputation for excellence is built on a foundation of unimpeachable scientific integrity.
The institution exhibits a Z-score of 7.475 in this indicator, a value that represents a significant risk and is substantially higher than the national average of 2.187. This suggests that the university is not only participating in a national trend but is markedly amplifying it. This pattern points to a potential systemic issue where institutional practices may be encouraging the strategic use of affiliations. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The accentuation of this vulnerability, far beyond the national norm, warrants an urgent review of affiliation policies to ensure they promote genuine collaboration rather than metric optimization, safeguarding the institution's academic reputation.
With a Z-score of -0.663, the institution demonstrates a very low risk of retracted publications, positioning it favorably against the national average of 0.849, which indicates a medium level of risk. This marked difference suggests a form of preventive isolation, where E-JUST’s internal quality controls effectively shield it from the systemic issues observed elsewhere in the country. A low rate of retractions is a sign of responsible supervision and a healthy integrity culture. This performance indicates that the university's mechanisms for ensuring methodological rigor and ethical oversight prior to publication are functioning at a high standard, preventing the kind of recurring errors or malpractice that may be more prevalent in the national context.
The institution's Z-score for self-citation is 1.069, a medium risk level that is notably higher than the national average of 0.822. Although both the university and the country operate within a medium-risk band, E-JUST shows a greater propensity for this behavior. This indicates a higher exposure to the risks of forming scientific 'echo chambers' where work is validated internally without sufficient external scrutiny. A certain level of self-citation is natural, reflecting the continuity of research lines; however, this elevated rate warns of potential endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than broader recognition from the global scientific community.
The university's Z-score of -0.153 reflects a low risk of publishing in discontinued journals, a positive signal that contrasts with the country's medium-risk average of 0.680. This demonstrates strong institutional resilience, as internal control mechanisms appear to be successfully mitigating a systemic risk prevalent at the national level. This performance indicates that the university's researchers exercise a high degree of due diligence in selecting dissemination channels. By avoiding journals that fail to meet international ethical or quality standards, E-JUST protects its reputation and ensures its scientific resources are not wasted on 'predatory' or low-quality practices, a challenge its national peers appear to face more frequently.
With a Z-score of -1.328, the institution shows a very low incidence of hyper-authored output, a rate even more conservative than the country's already low average of -0.618. This result demonstrates a low-profile consistency, where the absence of risk signals is in full alignment with, and even exceeds, the national standard. This indicates that authorship practices at the institution are likely transparent and well-governed. The data suggests a healthy resistance to author list inflation and 'honorary' authorships, thereby preserving individual accountability and ensuring that credit is assigned based on meaningful contributions, which is a cornerstone of research integrity.
The institution's Z-score of -2.157 is exceptionally low, indicating a strong positive performance that is significantly better than the national low-risk average of -0.159. This demonstrates a clear absence of risk and aligns with the national standard of maintaining intellectual leadership. A very low or negative score in this indicator is a powerful sign of sustainability, suggesting that the institution's scientific prestige is structural and generated from within, not dependent on external partners. This result indicates that the impact of research led by the university's own authors is robust, reflecting true internal capacity and negating any concern that its excellence metrics are merely the result of strategic positioning in collaborations.
At 1.346, the institution's Z-score for hyperprolific authors falls into the medium-risk category and is significantly higher than the national average of 0.153. This disparity indicates that E-JUST has a higher concentration of authors with extreme publication volumes compared to its peers, signaling a high level of exposure to this particular risk. While high productivity can be legitimate, such a notable value alerts to potential imbalances between quantity and quality. It points to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metric accumulation over the integrity of the scientific record and warrant a review of productivity incentives.
The institution's Z-score of -0.268 is in the very low-risk category, performing even better than the country's already very low average of -0.130. This signals a state of total operational silence in this area, with an absence of risk signals that is even more pronounced than the national norm. This performance demonstrates a strong commitment to seeking external, independent peer review for its research. By avoiding reliance on in-house journals, the university effectively mitigates conflicts of interest and the risk of academic endogamy, ensuring its scientific production is validated through standard competitive channels and maximizing its global visibility.
The university's Z-score of 0.821 places it in the medium-risk category for redundant output, a level of exposure considerably higher than the national average of 0.214. This indicates that the institution is more prone than its national counterparts to publishing patterns suggestive of data fragmentation or 'salami slicing.' While citing previous work is essential, this elevated score alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity metrics. This behavior not only distorts the available scientific evidence but also overburdens the peer-review system, prioritizing publication volume over the generation of significant new knowledge.