| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.438 | 0.704 |
|
Retracted Output
|
0.540 | 1.274 |
|
Institutional Self-Citation
|
0.792 | 0.060 |
|
Discontinued Journals Output
|
1.269 | 1.132 |
|
Hyperauthored Output
|
-0.958 | -0.763 |
|
Leadership Impact Gap
|
-1.004 | 0.491 |
|
Hyperprolific Authors
|
1.386 | 2.211 |
|
Institutional Journal Output
|
0.511 | -0.234 |
|
Redundant Output
|
0.304 | 0.188 |
King Faisal University demonstrates a robust overall performance profile, marked by significant strengths in research autonomy and commendable integrity practices in specific areas. The institution's standout achievement lies in its exceptionally low risk regarding the gap between its total impact and the impact of research under its direct leadership, indicating a strong, self-sufficient scientific core. This is complemented by a prudent management of authorship, avoiding hyper-authorship patterns. However, this profile is contrasted by a series of medium-level risks, particularly in areas of institutional self-citation, multiple affiliations, and output in its own journals, where the University's exposure is higher than the national average. These vulnerabilities suggest a tendency towards academic insularity that could, if left unaddressed, challenge its mission "to act as a development engine and a key knowledge partner." The University's prominent national standing in key disciplines, as evidenced by its SCImago Institutions Rankings in Social Sciences (3rd), Environmental Science (5th), and Biochemistry, Genetics and Molecular Biology (5th), provides a solid foundation of excellence. To fully align its operational integrity with its strategic vision, the institution is encouraged to leverage its proven capacity for intellectual leadership to foster greater external validation and mitigate practices that could be perceived as insular, thereby ensuring its research genuinely "stimulates development and change" on a global scale.
The institution presents a Z-score of 2.438, which is notably higher than the national average of 0.704. This comparison suggests that the University has a greater propensity for this practice than its national peers, indicating a high level of exposure to the associated risks. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” This elevated signal warrants a review to ensure that all affiliations are substantive and reflect genuine collaboration, rather than being primarily a tool for metric enhancement.
With a Z-score of 0.540, the institution demonstrates a more controlled environment regarding retracted publications compared to the national average, which stands at a significant level of 1.274. This indicates a degree of relative containment, where the University successfully operates with more order than the national trend. Retractions are complex events, and a rate significantly higher than the global average can alert to a vulnerability in an institution's integrity culture. In this context, King Faisal University's ability to maintain a lower rate suggests that its pre-publication quality control mechanisms are more effective than the national standard, though continued vigilance is necessary to uphold this positive differentiation.
The University's Z-score for institutional self-citation is 0.792, a figure substantially higher than the national average of 0.060. This disparity indicates that the institution is more exposed to this risk factor than its peers across the country. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a potential for concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The institution's Z-score of 1.269 is slightly above the national average of 1.132, indicating a marginally higher exposure to the risks associated with publishing in discontinued journals. This pattern suggests that the University is more prone than its national counterparts to channeling research into outlets that may not meet international ethical or quality standards. A high Z-score in this area constitutes a critical alert regarding due diligence in selecting dissemination channels. It exposes the institution to severe reputational risks and suggests a need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality practices.
King Faisal University shows a Z-score of -0.958, which is below the national average of -0.763. This reflects a prudent profile, indicating that the institution manages its authorship practices with more rigor than the national standard. In many disciplines, extensive author lists can indicate author list inflation, diluting individual accountability and transparency. The University's lower score suggests a healthier approach, effectively distinguishing between necessary massive collaboration and questionable authorship practices, thereby reinforcing a culture of transparency and meaningful contribution.
The institution exhibits an exceptionally strong performance in this area with a Z-score of -1.004, in stark contrast to the national average of 0.491, which indicates a medium risk. This demonstrates a clear preventive isolation, where the University does not replicate the risk dynamics of dependency observed in its environment. A wide positive gap often signals that scientific prestige is dependent on external partners rather than internal capacity. The University's negative score is a powerful indicator of sustainability and structural strength, confirming that its high-impact research is overwhelmingly driven by its own intellectual leadership.
With a Z-score of 1.386, the institution's rate of hyperprolific authors is considerably lower than the national average of 2.211. This points to differentiated management, where the University effectively moderates a risk that appears more common across the country. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. The institution's more controlled figure suggests a healthier balance between quantity and quality, mitigating risks such as coercive authorship or the assignment of authorship without real participation, and prioritizing the integrity of the scientific record.
The University's Z-score of 0.511 for output in its own journals presents a monitoring alert, as it is an unusually high risk level when compared to the national standard, which is at a very low risk level with a score of -0.234. This divergence requires a review of its causes. In-house journals can raise conflicts of interest, as the institution acts as both judge and party. This high Z-score warns of the risk of academic endogamy, where scientific production might be bypassing independent external peer review. It suggests that internal channels could potentially be used as 'fast tracks' to inflate publication counts without standard competitive validation, limiting global visibility.
The institution's Z-score for redundant output is 0.304, which is higher than the national average of 0.188. This indicates a higher exposure to this risk, suggesting the center is more prone to showing alert signals than its environment. Massive and recurring bibliographic overlap between publications often indicates data fragmentation or 'salami slicing.' This elevated value alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. Such a practice not only distorts the available scientific evidence but also overburdens the review system, prioritizing volume over the generation of significant new knowledge.
