| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.650 | 2.187 |
|
Retracted Output
|
1.160 | 0.849 |
|
Institutional Self-Citation
|
1.622 | 0.822 |
|
Discontinued Journals Output
|
1.057 | 0.680 |
|
Hyperauthored Output
|
-0.716 | -0.618 |
|
Leadership Impact Gap
|
-0.983 | -0.159 |
|
Hyperprolific Authors
|
0.980 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
2.641 | 0.214 |
Menoufia University presents a profile of notable contrasts, with an overall integrity score of 1.024 reflecting both areas of exceptional scientific leadership and specific, significant vulnerabilities. The institution demonstrates commendable strength in its research autonomy, evidenced by a very low-risk gap between its overall impact and the impact of research under its direct leadership. This is further supported by excellent practices in avoiding academic endogamy, with minimal output in institutional journals, and a prudent approach to authorship in large collaborations. However, these strengths are counterbalanced by significant risks in the Rate of Retracted Output and the Rate of Redundant Output, which are alarmingly high and amplify national trends. This dichotomy is critical when viewed alongside the university's outstanding thematic performance, as per SCImago Institutions Rankings data, particularly its leadership in Physics and Astronomy (ranked #1 in Egypt and Africa), and its top-tier national positions in Economics, Econometrics and Finance (#2), Engineering (#6), and Arts and Humanities (#6). The university's mission to build "academic and moral structure" and provide "high quality" research is directly challenged by integrity risks that suggest a potential disconnect between productivity metrics and the foundational principles of sound science. To secure its competitive advantage, it is imperative that the university leverages its clear research strengths to implement targeted governance and quality control reforms, ensuring its reputational excellence is built upon an unshakeable foundation of scientific integrity.
The institution's Z-score for this indicator is 2.650, which is notably higher than the national average of 2.187. This comparison suggests that the university has a higher exposure to the risks associated with this practice than its peers within the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping." The university's elevated score indicates a greater propensity for these alert signals, warranting a review of affiliation policies to ensure they reflect genuine collaboration rather than metric-driven inflation.
With a Z-score of 1.160, the university exhibits a significant risk level in retracted publications, a figure that accentuates the medium-risk national Z-score of 0.849. This indicates that the institution is amplifying vulnerabilities present in the national system. Retractions are complex events, but a rate significantly higher than the average suggests that quality control mechanisms prior to publication may be failing systemically. This elevated score is a critical alert to a vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its academic reputation.
The university's Z-score for institutional self-citation is 1.622, placing it at a medium risk level that is considerably more pronounced than the national average of 0.822. This suggests the institution is more prone to showing alert signals in this area than its national counterparts. A certain level of self-citation is natural, but disproportionately high rates can signal concerning scientific isolation or 'echo chambers.' This high value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than validated by broad recognition from the global scientific community.
The institution registers a Z-score of 1.057, a medium-risk value that indicates a higher exposure to this issue compared to the national average of 0.680. This suggests the university is more susceptible to this risk factor than its peers. A high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. The university's score indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing it to severe reputational risks and suggesting a need for enhanced information literacy to avoid 'predatory' practices.
The university demonstrates a prudent profile in this area, with a Z-score of -0.716, which is lower than the national average of -0.618. This indicates that the institution manages its authorship processes with more rigor than the national standard. While extensive author lists are legitimate in certain 'Big Science' fields, their absence outside these contexts is a positive sign. The university's low score suggests it effectively avoids the risks of author list inflation, thereby upholding individual accountability and transparency in its research contributions.
A significant strength is evident in this indicator, where the institution's Z-score is -0.983, a very low-risk signal that is markedly stronger than the country's low-risk score of -0.159. This result shows an absence of risk signals and a positive disconnection from any national tendencies toward dependency. A very low score here is a powerful sign of sustainability, suggesting that the university's scientific prestige is driven by genuine internal capacity and structural excellence. It reflects a high degree of intellectual leadership, where the institution's own-led research is a primary driver of its overall impact.
The university's Z-score of 0.980 for hyperprolific authors is at a medium-risk level, but it is significantly higher than the national average of 0.153. This indicates a high exposure to this risk, suggesting the institution is more prone to this behavior than its environment. While high productivity can reflect leadership, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This elevated indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific integrity.
The institution shows exceptional performance in this area, with a Z-score of -0.268, which is even lower than the country's very low-risk average of -0.130. This signals a total operational silence regarding this risk, placing the university's practices well ahead of the national standard. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy. The university's extremely low score demonstrates a strong commitment to independent external peer review, enhancing the global visibility and competitive validation of its research output.
The university's Z-score for redundant output is 2.641, a significant risk level that sharply amplifies the medium-risk national average of 0.214. This suggests the institution is a focal point for this problematic practice within the national system. Massive bibliographic overlap between publications typically indicates data fragmentation or 'salami slicing.' The university's high value is a critical alert for the practice of dividing studies into minimal units to artificially inflate productivity, a behavior that distorts scientific evidence and prioritizes volume over the generation of significant new knowledge.
