| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.575 | -0.615 |
|
Retracted Output
|
0.587 | 0.777 |
|
Institutional Self-Citation
|
0.282 | -0.262 |
|
Discontinued Journals Output
|
-0.184 | 0.094 |
|
Hyperauthored Output
|
-1.190 | -0.952 |
|
Leadership Impact Gap
|
-0.551 | 0.445 |
|
Hyperprolific Authors
|
-0.444 | -0.247 |
|
Institutional Journal Output
|
2.198 | 1.432 |
|
Redundant Output
|
-0.386 | -0.390 |
The University of Tehran demonstrates a robust scientific integrity profile, reflected in a low overall risk score of 0.165. This performance is characterized by significant strengths in managing authorship practices and maintaining a high degree of scientific autonomy, effectively mitigating several systemic risks prevalent at the national level. Key areas of excellence include a very low rate of hyper-authored output and a strong capacity to generate impactful research under its own leadership. However, the analysis also identifies areas for strategic attention, particularly a tendency towards academic endogamy, evidenced by elevated rates of institutional self-citation and publication in university-affiliated journals. These patterns, while moderate, represent the primary vulnerabilities in an otherwise solid integrity framework. According to SCImago Institutions Rankings data, the University's national leadership is undisputed across numerous fields, including top national rankings in critical areas such as Business, Management and Accounting; Energy; Engineering; and Environmental Science. While the institution's formal mission statement was not available for this analysis, any pursuit of global excellence and social responsibility is best served by addressing these endogamous tendencies. Such practices, if left unchecked, could limit the global resonance of its outstanding research and contradict the principles of external validation inherent in world-class scholarship. A strategic focus on enhancing international peer review and diversifying publication channels would further solidify its position as a regional and global academic leader.
The University of Tehran records a Z-score of -0.575 in this indicator, a value that is statistically consistent with the national average of -0.615. This alignment indicates that the institution's affiliation practices are normal for its context and size, showing no signs of unusual activity. While multiple affiliations can sometimes be used to inflate institutional credit, the low risk level here suggests that the observed patterns are a legitimate result of standard academic practices, such as researcher mobility and collaborative partnerships, rather than a cause for concern.
With a Z-score of 0.587, the University's rate of retracted publications is notably lower than the national average of 0.777. This suggests a differentiated management of research quality; while the national context shows a medium risk level, the University appears to moderate this trend effectively. Retractions can signal a failure in pre-publication quality control or even recurring malpractice. However, the University's ability to maintain a lower rate than its peers points to more resilient integrity mechanisms and a stronger culture of methodological rigor, which successfully contains a risk that is more pronounced systemically.
The institution presents a Z-score of 0.282, indicating a medium risk level that moderately deviates from the country's low-risk average of -0.262. This divergence suggests the University has a greater sensitivity to this particular risk factor than its national peers. A certain level of self-citation is natural, but disproportionately high rates can signal the formation of 'echo chambers' where work is validated internally without sufficient external scrutiny. This value serves as a warning about the potential for endogamous impact inflation, where academic influence might be amplified by internal dynamics rather than by broader recognition from the global scientific community.
The University demonstrates strong institutional resilience with a Z-score of -0.184, positioning it in a low-risk category, in contrast to the national medium-risk average of 0.094. This performance indicates that the institution's control mechanisms are effectively mitigating a systemic national risk. A high proportion of publications in discontinued journals often points to a lack of due diligence in selecting reputable dissemination channels. The University's low score suggests its researchers are successfully navigating the publishing landscape, avoiding predatory or low-quality venues and thereby protecting the institution's reputation and resources.
With a Z-score of -1.190, the University exhibits a very low-risk profile in hyper-authorship, performing even better than the country's already low-risk average of -0.952. This absence of risk signals demonstrates a strong alignment with international best practices regarding authorship. While extensive author lists are legitimate in 'Big Science,' their appearance elsewhere can indicate inflation or a dilution of accountability. The University's excellent result in this area suggests that its authorship practices are transparent and that credit is assigned in a manner consistent with genuine intellectual contribution.
The institution shows a Z-score of -0.551, a low-risk value that contrasts sharply with the national medium-risk average of 0.445. This result highlights the University's resilience and structural strength. A wide positive gap often signals that an institution's prestige is dependent on external partners rather than its own internal capacity. The University's negative score indicates the opposite: its scientific impact is robust and driven by research where it exercises intellectual leadership. This is a sign of a sustainable and self-sufficient research ecosystem, where excellence is generated from within.
The University maintains a prudent profile with a Z-score of -0.444, which is more rigorous than the national low-risk average of -0.247. This indicates that the institution manages its research processes with greater control than the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The University's superior performance suggests it fosters a healthy research environment that prioritizes the integrity of the scientific record over the simple inflation of publication metrics.
A Z-score of 2.198 places the University in a medium-risk category, but this value indicates a high exposure to risk as it is significantly above the national average of 1.432. This pattern suggests the University is more prone to this alert than its peers. While in-house journals can be useful, excessive dependence on them creates a conflict of interest and risks academic endogamy by bypassing independent external peer review. This high score warns that a substantial portion of research might be using internal channels as 'fast tracks' for publication, potentially limiting its global visibility and competitive validation.
The University's Z-score of -0.386 is statistically normal and fully aligned with the national average of -0.390. This synchrony reflects a shared adherence to good scientific practice within a low-risk environment. Massive bibliographic overlap between publications can indicate 'salami slicing,' where studies are fragmented to inflate productivity, thereby distorting the scientific record. The low risk level at both the institutional and national levels confirms that research is being published in a manner that prioritizes significant new knowledge over artificial volume.