| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.367 | -0.386 |
|
Retracted Output
|
-0.315 | 2.124 |
|
Institutional Self-Citation
|
-0.063 | 2.034 |
|
Discontinued Journals Output
|
10.746 | 5.771 |
|
Hyperauthored Output
|
-1.069 | -1.116 |
|
Leadership Impact Gap
|
2.188 | 0.242 |
|
Hyperprolific Authors
|
-1.413 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-0.503 | 1.097 |
Al-Muthanna University demonstrates a complex scientific integrity profile, characterized by areas of exceptional governance alongside critical vulnerabilities that yield an overall risk score of 1.877. The institution exhibits robust control over authorship practices, institutional publication channels, and data fragmentation, effectively insulating itself from several adverse national trends. These strengths are particularly noteworthy in the context of its prominent national standing in key disciplines such as Computer Science, Engineering, and Mathematics, as per SCImago Institutions Rankings data. However, two significant risks severely challenge its strategic mission: an exceptionally high rate of publication in discontinued journals and a pronounced dependency on external collaborators for research impact. These issues directly conflict with the university's stated commitment to "international standards," "authentic scientific research and its ethics," and achieving "global excellence." To fully align its operational reality with its strategic vision, the university should leverage its proven internal control mechanisms to urgently address its publication venue selection policies and foster greater intellectual leadership in its research endeavors.
The institution's Z-score for multiple affiliations is -0.367, which is statistically indistinct from the national average of -0.386. This alignment indicates a risk level that is normal and expected for its operational context. While disproportionately high rates of multiple affiliations can sometimes signal strategic attempts to inflate institutional credit, the university's current profile does not suggest any such anomalous activity. The observed rate is consistent with standard patterns of researcher mobility and legitimate collaboration, reflecting a healthy and conventional engagement with the broader academic community.
With a Z-score of -0.315, the university demonstrates a very low incidence of retracted publications, positioning it as a firewall against a significant national risk (country Z-score: 2.124). Retractions are complex events, but a rate significantly higher than the global average, as seen nationally, can alert to systemic failures in quality control. Al-Muthanna University’s contrasting low rate suggests that its pre-publication review and supervision mechanisms are functioning effectively, safeguarding its scientific record and demonstrating a strong institutional culture of integrity that successfully filters out the malpractice risks prevalent in its environment.
The university maintains a low rate of institutional self-citation (Z-score: -0.063), showcasing resilience against the medium-risk trend observed nationally (country Z-score: 2.034). A certain level of self-citation is natural, but the higher national average points to a systemic risk of 'echo chambers' where work is validated without sufficient external scrutiny. The institution’s ability to mitigate this trend indicates that its control mechanisms are effective, preventing endogamous impact inflation and ensuring its academic influence is validated by the global community rather than being oversized by internal dynamics.
The institution exhibits a critical vulnerability with an extremely high Z-score of 10.746 for publications in discontinued journals, a figure that significantly surpasses the already compromised national average of 5.771. This metric serves as a global red flag, indicating that the university not only participates in but leads a high-risk practice within a country already facing this challenge. This constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. Such a high proportion of output in journals that fail to meet international ethical or quality standards exposes the institution to severe reputational damage and suggests an urgent, systemic need to improve information literacy and oversight to avoid channeling resources into predatory or low-quality practices that undermine its mission.
With a Z-score of -1.069, the university shows a low rate of hyper-authored output, yet this represents a slight divergence from the national context, which shows a near-total absence of this signal (country Z-score: -1.116). This minor deviation suggests the emergence of risk signals at the institution that are not apparent elsewhere in the country. While extensive author lists are legitimate in 'Big Science' fields, their appearance in other contexts can indicate author list inflation, which dilutes individual accountability. This indicator warrants monitoring to ensure that collaborative practices remain transparent and do not evolve into 'honorary' authorship.
The university displays a high exposure to dependency risk, with a Z-score of 2.188 in the impact gap, a value significantly higher than the national average of 0.242. This indicates that the institution is more prone than its national peers to a dynamic where its overall scientific prestige is heavily reliant on external partners. A wide positive gap, where global impact is high but the impact of research led by the institution is low, signals a risk to sustainability. This finding invites strategic reflection on whether the university's excellence metrics result from its own structural capacity or from a strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The university's Z-score of -1.413 for hyperprolific authors is in the very low-risk category, consistent with the low-risk national standard (country Z-score: -0.319). This demonstrates excellent control and an absence of the risk signals associated with this indicator. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to potential issues like coercive authorship or a focus on quantity over quality. The university's clean bill of health in this area suggests a balanced and healthy approach to academic productivity, reinforcing the integrity of its scientific record.
With a Z-score of -0.268, the university shows a very low reliance on its own institutional journals, effectively isolating itself from the medium-risk dynamics observed at the national level (country Z-score: 1.373). This preventive isolation is a sign of institutional strength. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy, allowing production to bypass independent external peer review. By avoiding this practice, the university ensures its research is validated through standard competitive channels, which enhances its global visibility and credibility.
The institution demonstrates a very low rate of redundant output (Z-score: -0.503), a strong performance that contrasts with the medium-risk trend across the country (country Z-score: 1.097). This preventive isolation from national patterns of 'salami slicing' indicates a robust commitment to scientific integrity. A high rate of bibliographic overlap often points to the practice of dividing a single study into minimal publishable units to artificially inflate productivity. The university's low score suggests its researchers prioritize the communication of significant new knowledge over the distortion of their productivity metrics.
