| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.845 | 0.704 |
|
Retracted Output
|
0.521 | 1.274 |
|
Institutional Self-Citation
|
-0.067 | 0.060 |
|
Discontinued Journals Output
|
1.002 | 1.132 |
|
Hyperauthored Output
|
-0.666 | -0.763 |
|
Leadership Impact Gap
|
1.848 | 0.491 |
|
Hyperprolific Authors
|
6.576 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
-0.187 | 0.188 |
Almaarefa University presents a complex integrity profile, with an overall risk score of 1.118 indicating areas that require strategic attention. The institution demonstrates notable strengths in maintaining academic openness and external validation, with exceptionally low rates of output in institutional journals and institutional self-citation. These practices reflect a strong foundation of scientific integrity. However, this is contrasted by a critical alert in the rate of hyperprolific authors, which significantly exceeds national levels and suggests a potential misalignment between productivity metrics and genuine scientific contribution. This particular risk, coupled with a high dependency on external partners for research impact, poses a direct challenge to the university's mission "to motivate creativity, excellence in research, education, and community service." The university's strong positioning in key thematic areas, including a Top 10 national ranking in Chemistry and high rankings in Biochemistry, Genetics and Molecular Biology, Computer Science, and Medicine according to SCImago Institutions Rankings data, provides a solid platform for growth. To fully align its operational practices with its mission of excellence, it is recommended that the university implement targeted policies to address authorship practices and foster greater internal research leadership, thereby ensuring that its recognized thematic strengths are built upon a sustainable and unimpeachable foundation of scientific integrity.
The university's Z-score for multiple affiliations is 0.845, slightly above the national average of 0.704. This indicates that the institution is more exposed than its national peers to the dynamics that drive this practice. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's heightened rate suggests a greater susceptibility to their potential misuse. This elevated signal warrants a review to ensure that affiliations are not being used strategically to inflate institutional credit but rather reflect substantive, collaborative contributions.
With a Z-score of 0.521, the university shows a moderate signal for retracted publications, yet this figure demonstrates significant control when compared to the critical national average of 1.274. This suggests that while isolated incidents may occur, the institution's internal quality control mechanisms are effectively containing the more severe systemic risks prevalent in the country. A high rate of retractions can alert to a vulnerability in an institution's integrity culture; however, in this context, the university's relative success in mitigating this trend points to more robust pre-publication supervision and a responsible approach to correcting the scientific record.
The university exhibits strong institutional resilience in this area, with a Z-score of -0.067, which contrasts sharply with the national average of 0.060. This result indicates that the institution's control mechanisms successfully mitigate the systemic risk of academic insularity observed elsewhere in the country. A certain level of self-citation is natural, but the university's low rate demonstrates a clear commitment to external validation. This practice effectively avoids the creation of 'echo chambers' and ensures that its academic influence is a result of genuine recognition from the global community, not inflated by internal dynamics.
The institution's Z-score of 1.002 for publications in discontinued journals is slightly lower than the national average of 1.132. This shows that while the university is exposed to the same environmental risks as its peers, it exercises a more differentiated management in selecting publication venues. A high proportion of output in such journals is a critical alert regarding due diligence, as it exposes the institution to severe reputational risks. The university's moderately better performance suggests a more effective, though not perfect, process for avoiding predatory or low-quality channels, highlighting an opportunity to further enhance information literacy among its researchers.
With a Z-score of -0.666, the university's rate of hyper-authored output is low and broadly aligned with the national standard of -0.763. However, the slightly higher value for the institution points to an incipient vulnerability that warrants monitoring. While extensive author lists are legitimate in 'Big Science' contexts, their appearance elsewhere can indicate author list inflation. This subtle signal suggests a need for review to ensure that collaborative publications maintain transparency and individual accountability, distinguishing between necessary massive collaboration and 'honorary' authorship practices before they escalate.
The university's Z-score of 1.848 reveals a significant gap between its overall publication impact and the impact of research led by its own authors, a value substantially higher than the national average of 0.491. This high exposure suggests that the institution's scientific prestige is heavily dependent on external collaborations where it does not exercise intellectual leadership. This pattern signals a sustainability risk, inviting strategic reflection on whether its high-impact metrics reflect genuine internal capacity or a reliance on partnerships. Fostering internal leadership is crucial to building a more structural and sustainable research ecosystem.
This indicator presents a critical anomaly, with the university's Z-score of 6.576 far surpassing the national average of 2.211. This result shows that the institution is not merely participating in a national trend but is significantly amplifying a key systemic vulnerability. Extreme individual publication volumes challenge the limits of meaningful intellectual contribution and can point to risks such as coercive authorship or the assignment of credit without real participation. This dynamic, which prioritizes metrics over the integrity of the scientific record, requires an urgent and deep integrity assessment to rebalance the institutional focus from quantity to quality.
The university demonstrates total operational silence in this area, with a Z-score of -0.268, which is even lower than the already minimal national average of -0.234. This absence of risk signals reflects an exemplary commitment to independent, external peer review. By avoiding reliance on in-house journals, the institution effectively sidesteps potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production is validated through standard competitive channels, thereby strengthening its credibility and enhancing its global visibility.
With a Z-score of -0.187, the university shows strong institutional resilience against the practice of redundant publication, especially when compared to the national average of 0.188. This indicates that the institution's control mechanisms and research culture effectively mitigate the systemic risks of 'salami slicing' prevalent in its environment. By discouraging the fragmentation of coherent studies into minimal publishable units, the university avoids the artificial inflation of productivity metrics and upholds the integrity of the scientific record, prioritizing significant new knowledge over sheer volume.
