| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.264 | -0.615 |
|
Retracted Output
|
0.436 | 0.777 |
|
Institutional Self-Citation
|
-0.216 | -0.262 |
|
Discontinued Journals Output
|
-0.382 | 0.094 |
|
Hyperauthored Output
|
-1.401 | -0.952 |
|
Leadership Impact Gap
|
-1.063 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.406 | -0.390 |
Islamic Azad University, Ayatollah Amoli, demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.394. The institution's performance is characterized by exceptional strengths in multiple key areas, particularly in its clear disconnection from national risk trends concerning publication channels and intellectual leadership. This is evidenced by very low-risk levels in the Rate of Output in Discontinued Journals, Rate of Output in Institutional Journals, and the Gap in Impact, where the university shows a capacity for self-regulation and adherence to global standards that is not replicated at the national level. These strengths, alongside a minimal risk of authorship anomalies, align well with the institution's stated mission to be a "prestigious and great scientific center." This profile is further supported by its competitive positioning in thematic areas such as Agricultural and Biological Sciences and Chemistry, according to SCImago Institutions Rankings data. The only significant point for strategic review is the medium-risk level in Retracted Output. While the university performs better than the national average, this indicator could undermine the pursuit of excellence and "healthily scientific competition." To fully realize its mission, the institution is encouraged to leverage its outstanding integrity framework as a strategic asset while implementing targeted quality assurance protocols to mitigate the factors leading to retractions, thereby solidifying its reputation for both productivity and reliability.
The institution presents a Z-score of -1.264, significantly lower than the national average of -0.615. This demonstrates a low-profile consistency, where the complete absence of risk signals is even more pronounced than the national standard. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal attempts to inflate institutional credit. The university's very low score indicates that its affiliations are managed with transparency and are unlikely to be used for "affiliation shopping," reinforcing a culture of clear and honest academic crediting.
With a Z-score of 0.436, the institution's risk level is moderate, yet it reflects differentiated management when compared to the higher national average of 0.777. This suggests that while the university is not immune to the issues leading to retractions, its control mechanisms appear more effective than those of its national peers. Retractions are complex events, but a rate significantly above the global average, as seen here, suggests a potential vulnerability in pre-publication quality control. This medium-risk signal, even if contained relative to the country, indicates that recurring malpractice or a lack of methodological rigor could be a systemic issue requiring immediate qualitative verification by management to protect the institution's integrity culture.
The institution's Z-score of -0.216 is in close alignment with the national average of -0.262, indicating a state of statistical normality. This suggests the level of institutional self-citation is as expected for its context and size. A certain degree of self-citation is natural and reflects the continuity of established research lines. The observed low rate confirms that the university's work is validated by the broader scientific community, avoiding the "echo chambers" or endogamous impact inflation that can arise from disproportionately high rates of internal citation.
The institution's Z-score of -0.382 stands in stark contrast to the national average of 0.094, a clear indicator of preventive isolation. This result shows the university does not replicate the risk dynamics observed in its environment, where publishing in questionable journals is more common. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. By maintaining a very low rate, the institution demonstrates a strong commitment to information literacy and protects itself from the severe reputational damage associated with 'predatory' or low-quality practices, ensuring its research is channeled through media that meet international ethical and quality standards.
With a Z-score of -1.401, which is well below the national average of -0.952, the institution exhibits low-profile consistency. The absence of risk signals in this area aligns with, and even improves upon, the national standard. While extensive author lists are legitimate in "Big Science" contexts, a high rate elsewhere can indicate author list inflation, diluting individual accountability. The university's very low score suggests that its authorship practices are transparent and merit-based, effectively avoiding the risk of 'honorary' or political authorship.
The institution shows a Z-score of -1.063, a figure that signals preventive isolation from the national trend, where the average is 0.445. This result is a significant strength, indicating that the university does not replicate the risk of impact dependency observed in its environment. A wide positive gap suggests that an institution's scientific prestige is largely dependent on external partners rather than its own structural capacity. By maintaining a very low gap, the university demonstrates that its excellence metrics result from real internal capacity and intellectual leadership, ensuring its scientific prestige is sustainable and endogenous.
The institution's Z-score of -1.413 is substantially lower than the national average of -0.247, demonstrating low-profile consistency and an exceptionally secure position on this indicator. The absence of risk signals is more pronounced than the already low national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or 'salami slicing.' The university's very low rate indicates a healthy balance between quantity and quality, suggesting that its research environment prioritizes the integrity of the scientific record over pure metrics.
With a Z-score of -0.268, the institution achieves preventive isolation from the national average of 1.432. This result highlights a commendable divergence from a common national risk, showing that the university does not rely on its own journals for publication. Excessive dependence on in-house journals raises conflicts of interest and can lead to academic endogamy, bypassing independent external peer review. The university's very low rate demonstrates a commitment to global visibility and competitive validation, using external channels to ensure its scientific production is scrutinized by the international community.
The institution's Z-score of -0.406 is nearly identical to the national average of -0.390, indicating statistical normality. This alignment suggests that the risk level is as expected for its context and that its practices are in sync with its peers. A high rate of redundant output, or 'salami slicing,' alerts to the practice of dividing a single study into minimal publishable units to artificially inflate productivity. The low Z-score for both the institution and the country suggests that this is not a systemic issue, and the focus remains on publishing significant new knowledge rather than prioritizing volume.