| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.416 | -0.615 |
|
Retracted Output
|
2.362 | 0.777 |
|
Institutional Self-Citation
|
-0.369 | -0.262 |
|
Discontinued Journals Output
|
0.029 | 0.094 |
|
Hyperauthored Output
|
-1.388 | -0.952 |
|
Leadership Impact Gap
|
0.483 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.662 | -0.390 |
The Islamic Azad University, South Tehran Branch, presents a polarized scientific integrity profile, characterized by exceptional strengths in operational conduct alongside a critical vulnerability that requires immediate attention. With an overall integrity score of 0.308, the institution demonstrates very low-risk levels in key areas such as multiple affiliations, hyper-authorship, and institutional journal usage, indicating robust internal governance in these domains. According to SCImago Institutions Rankings data, its primary academic strengths lie in Business, Management and Accounting (ranked 18th nationally), Mathematics (46th), Computer Science (58th), and Earth and Planetary Sciences (58th). However, a significant risk level in the Rate of Retracted Output directly challenges the university's mission to achieve "international credit" and establish itself as a "prominent setting" in science and technology. This specific risk undermines the perception of excellence and reliability, suggesting that without corrective action, the institution's reputational goals could be compromised. To fully align its practices with its ambitious vision, it is recommended that the university leverage its clear strengths in research governance to implement a rigorous quality assurance framework focused on pre-publication review and methodological oversight.
The institution exhibits an exceptionally low rate of multiple affiliations, with a Z-score of -1.416, which is well below the national average of -0.615. This demonstrates a clear and consistent approach to authorship and institutional credit, aligning perfectly with the low-risk profile observed nationally. While multiple affiliations can be legitimate, an absence of high rates suggests that the university's researchers maintain transparent and unambiguous institutional ties, avoiding practices that could be perceived as strategic "affiliation shopping" to inflate institutional credit.
A critical alert is raised by the institution's Rate of Retracted Output, which stands at a Z-score of 2.362, indicating a significant risk. This figure is substantially higher than the national average of 0.777, suggesting that the university is amplifying a vulnerability already present in the national system. A rate this far above the norm points to a potential systemic failure in pre-publication quality control mechanisms. Beyond isolated incidents of honest error, this high score warns that recurring malpractice or a lack of methodological rigor may be compromising the integrity of the institution's research culture, necessitating an immediate and thorough qualitative review by management to safeguard its scientific reputation.
The university maintains a prudent profile in its citation practices, with a Z-score for institutional self-citation of -0.369, slightly more rigorous than the national average of -0.262. This indicates that the institution manages its processes with greater discipline than the national standard. A certain level of self-citation is natural, but this controlled rate demonstrates a healthy reliance on external validation from the global scientific community. This approach effectively mitigates the risk of creating scientific 'echo chambers' and ensures that the institution's academic influence is built on broad recognition rather than being inflated by internal dynamics.
With a Z-score of 0.029, the institution shows a moderate risk of publishing in discontinued journals, but it demonstrates differentiated management by maintaining a rate lower than the national average of 0.094. This suggests that while the university is not entirely immune to a common risk in the country, it exercises more effective due diligence in selecting dissemination channels than its peers. This proactive stance helps moderate the severe reputational risks associated with 'predatory' or low-quality publishing, although continued vigilance and information literacy training are warranted to further reduce exposure.
The institution's Z-score for hyper-authored output is -1.388, a very low value that is consistent with the low-risk national average of -0.952. This absence of risk signals indicates that authorship practices are well-managed and transparent. By avoiding patterns of author list inflation outside of legitimate 'Big Science' contexts, the university upholds a high standard of individual accountability and ensures that authorship credit is assigned appropriately, reinforcing the integrity of its collaborative research.
The institution's Z-score of 0.483 for the impact gap reflects a systemic pattern, closely mirroring the national average of 0.445. This alignment suggests that the university's reliance on external partners for impact is a characteristic shared across the national research landscape. A medium-level gap indicates that a significant portion of its scientific prestige may be dependent and exogenous, rather than stemming from its own structural capacity. This shared dynamic invites a strategic reflection on whether excellence metrics are the result of genuine internal capabilities or strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The university shows a very low risk regarding hyperprolific authors, with a Z-score of -1.413, significantly below the national average of -0.247. This low-profile consistency demonstrates a healthy research environment where the focus is on quality over sheer quantity. By not showing signals of extreme individual publication volumes, the institution avoids the associated risks of coercive authorship or superficial contributions, indicating a culture that prioritizes the integrity of the scientific record over the inflation of productivity metrics.
The institution demonstrates preventive isolation from a national trend, with a Z-score of -0.268 for output in its own journals, which is in stark contrast to the medium-risk national average of 1.432. This indicates that the university does not replicate the risk dynamics observed in its environment. By minimizing its reliance on in-house journals, the institution successfully avoids potential conflicts of interest and academic endogamy. This commitment to independent, external peer review enhances the global visibility and credibility of its research, setting a standard of good practice within its national context.
With a Z-score of -0.662, the institution's rate of redundant output is very low and aligns with the low-risk national standard of -0.390. This absence of risk signals indicates a strong commitment to producing substantive and coherent research. The data suggests the university's authors avoid the practice of 'salami slicing'—artificially inflating productivity by fragmenting studies into minimal publishable units. This responsible approach contributes to a more robust and reliable scientific record, upholding the principles of academic integrity.