| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.207 | 0.836 |
|
Retracted Output
|
-0.324 | 0.101 |
|
Institutional Self-Citation
|
1.277 | 1.075 |
|
Discontinued Journals Output
|
2.458 | 2.544 |
|
Hyperauthored Output
|
-1.122 | -0.808 |
|
Leadership Impact Gap
|
0.364 | 0.170 |
|
Hyperprolific Authors
|
-1.262 | 0.332 |
|
Institutional Journal Output
|
-0.268 | 0.610 |
|
Redundant Output
|
1.477 | 0.522 |
University Mutah presents a dual profile in scientific integrity, demonstrating exceptional governance in key areas while showing vulnerabilities in others. With an overall integrity score of 0.320, the institution exhibits significant strengths in maintaining low-risk profiles for hyper-prolific authorship, output in institutional journals, and hyper-authored publications, indicating a healthy culture of individual and editorial ethics. However, medium-risk signals in institutional self-citation, redundant output, and a notable gap between its overall impact and the impact of its led research require strategic attention. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Agricultural and Biological Sciences (ranked 4th in Jordan), Environmental Science (7th), and Pharmacology, Toxicology and Pharmaceutics (7th). The identified risks, particularly those related to insular citation practices and fragmented publication strategies, directly challenge the institutional mission's commitment to "excellence in performance" and "quality of outputs." To fully realize its vision, University Mutah should leverage its foundational strengths in research integrity to address these specific vulnerabilities, thereby ensuring its pursuit of excellence is built upon a robust and transparent scientific framework.
The institution's Z-score of -0.207 contrasts favorably with the national average of 0.836. This indicates a high degree of institutional resilience, as the university effectively mitigates systemic risks that are more prevalent across the country. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal attempts to inflate institutional credit. The university’s low score suggests its control mechanisms are successful in preventing such practices, maintaining clear and appropriate affiliation standards in an environment where "affiliation shopping" may be more common.
With a Z-score of -0.324 against a national average of 0.101, the institution demonstrates effective control over this critical risk indicator. This suggests that the university's internal quality control and supervision mechanisms are robust, successfully mitigating the systemic vulnerabilities observed at the national level. A high rate of retractions can signal a failure in pre-publication integrity checks. The university's low score is a positive sign of a responsible research culture, where methodological rigor is prioritized, preventing the kind of recurring malpractice or errors that lead to reputational damage.
The institution's Z-score of 1.277 is elevated compared to the national average of 1.075, indicating a higher exposure to this particular risk. This pattern suggests that the university is more prone to insular citation behaviors than its national peers. While a certain level of self-citation reflects the continuity of research lines, this disproportionately high rate warns of a potential 'echo chamber' where the institution's work may lack sufficient external scrutiny. This creates a risk of endogamous impact inflation, where academic influence is magnified by internal dynamics rather than validated by the broader global scientific community.
The institution's Z-score of 2.458 is slightly below the national average of 2.544, showing differentiated management of a risk that is common in the country. This suggests that while operating in a high-risk environment, the university exercises a degree of moderation in its publication choices. However, a high Z-score remains a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to avoid 'predatory' practices.
The institution shows a Z-score of -1.122, which is well below the national average of -0.808. This low-profile consistency demonstrates an absence of risk signals that aligns with, and even improves upon, the national standard. This suggests a healthy and transparent authorship culture. In fields outside of "Big Science," high rates can indicate author list inflation, which dilutes accountability. The university's very low score is a strong positive indicator that it successfully avoids such practices, promoting clear individual responsibility in its publications.
With a Z-score of 0.364, the institution displays a wider gap than the national average of 0.170, signaling a higher exposure to dependency risks. This suggests that the university is more prone to relying on external partners for its high-impact research. A significant positive gap, where global impact is high but the impact of research led by the institution is low, signals a sustainability risk. This finding invites reflection on whether the institution's prestige is derived from its own structural capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -1.262 marks a preventive isolation from the risk dynamics observed in its environment, where the national average is 0.332. This stark contrast is a testament to a well-governed research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or a focus on quantity over quality. The university's complete absence of this signal indicates a healthy balance, suggesting that its researchers are not engaging in practices that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 demonstrates a clear preventive isolation from a practice that poses a medium risk at the national level (Z-score of 0.610). This indicates that the university does not replicate the risk dynamics common in its environment. By avoiding excessive dependence on its own journals, the institution sidesteps potential conflicts of interest and academic endogamy, where production might bypass rigorous external peer review. This commitment to independent validation enhances the global visibility and credibility of its research, rather than using internal channels as potential 'fast tracks' to inflate publication counts.
The institution's Z-score of 1.477 indicates high exposure to this risk, standing significantly above the national average of 0.522. This suggests the university is more prone to publication strategies that prioritize volume over substance. A high value in this indicator 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 and overburdens the peer-review system but also signals a need to reinforce policies that encourage the publication of significant, consolidated new knowledge.