| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.889 | -0.615 |
|
Retracted Output
|
3.479 | 0.777 |
|
Institutional Self-Citation
|
-0.533 | -0.262 |
|
Discontinued Journals Output
|
-0.074 | 0.094 |
|
Hyperauthored Output
|
-1.267 | -0.952 |
|
Leadership Impact Gap
|
-0.807 | 0.445 |
|
Hyperprolific Authors
|
-0.973 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.182 | -0.390 |
The Islamic Azad University, Najafabad Branch, demonstrates a robust overall integrity profile with a score of 0.676, indicating strong governance in most areas of scientific practice. The institution exhibits exceptional control over risks associated with authorship inflation, institutional endogamy, and dependency on external collaborations, showcasing a healthy and autonomous research culture. This operational strength is reflected in its competitive national positioning in key thematic areas, including a Top 10 ranking in Biochemistry, Genetics and Molecular Biology, and strong placements in Mathematics, Computer Science, and Business, Management and Accounting according to SCImago Institutions Rankings data. However, this solid foundation is critically undermined by a significant alert in the Rate of Retracted Output. While the institutional mission was not available for this analysis, such a high rate of retractions directly conflicts with any pursuit of academic excellence and social responsibility, as it suggests a systemic vulnerability in pre-publication quality control. It is recommended that the institution leverage its evident strengths in research governance to urgently audit and reinforce its quality assurance and ethical oversight mechanisms, thereby protecting its scientific reputation and aligning its practices with its demonstrated areas of academic leadership.
The institution's Z-score of -0.889, compared to the national average of -0.615, indicates an exemplary low rate of multiple affiliations. This absence of risk signals is consistent with the national standard, suggesting that the university's affiliation practices are transparent and well-governed. The data confirms that the institution avoids patterns that could be interpreted as strategic attempts to inflate institutional credit or “affiliation shopping,” reinforcing a culture where academic credit is assigned with clarity and integrity.
A Z-score of 3.479 for retracted publications, significantly higher than the national average of 0.777, constitutes a critical alert. This finding suggests the institution is not only exposed to the vulnerabilities present in the national system but is amplifying them. Retractions are complex, but a rate this far above the norm indicates that quality control mechanisms prior to publication may be failing systemically. This is more than a series of isolated incidents; it points to a potential vulnerability in the institution's integrity culture, suggesting possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to safeguard its scientific reputation.
With a Z-score of -0.533, which is below the national average of -0.262, the institution demonstrates a prudent approach to self-citation. This indicates that the university manages its citation practices with more rigor than the national standard, fostering a research environment that values external validation. A certain level of self-citation is natural, reflecting the continuity of research lines, but this controlled rate suggests the institution successfully avoids the 'echo chambers' that can lead to endogamous impact inflation, ensuring its academic influence is validated by the broader global community.
The institution's Z-score of -0.074 contrasts favorably with the national average of 0.094, demonstrating notable institutional resilience. This suggests that internal control mechanisms are effectively mitigating the systemic risks related to publishing in low-quality journals that are prevalent at the national level. A high proportion of output in such venues is a critical alert regarding due diligence, but this institution's low rate indicates that its researchers are successfully navigating the publishing landscape and avoiding channels that do not meet international ethical or quality standards, thereby protecting its reputational integrity.
The institution shows a Z-score of -1.267 for hyper-authored output, well below the national average of -0.952. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with a national context that already shows minimal signs of this issue. This indicator is a key signal for distinguishing between necessary massive collaboration and 'honorary' authorship practices. The university's very low score confirms that its authorship norms are well-calibrated, promoting transparency and individual accountability rather than author list inflation.
With a Z-score of -0.807, the institution stands in stark contrast to the national average of 0.445, indicating a state of preventive isolation from national trends. The university does not replicate the risk dynamics observed in its environment, where there is a notable gap between overall impact and the impact of institution-led research. A wide positive gap can signal that scientific prestige is dependent and exogenous. This institution's negative score, however, suggests its scientific prestige is structural and built upon strong internal capacity, demonstrating that it exercises intellectual leadership in its collaborations.
The institution's Z-score of -0.973 for hyperprolific authors is significantly lower than the national average of -0.247, reflecting a commendable absence of risk signals that aligns with the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or prioritizing metrics over scientific integrity. The university's very low score indicates a healthy balance between productivity and quality, suggesting that authorship is granted for real participation and that institutional pressures do not encourage a 'publish or perish' culture at the expense of rigor.
The institution's Z-score of -0.268 for output in its own journals is exceptionally low compared to the high national average of 1.432. This demonstrates a clear case of preventive isolation, where the university actively avoids the risk dynamics common in its national environment. Excessive dependence on in-house journals can raise conflicts of interest and signal academic endogamy. This institution's minimal reliance on such channels indicates a strong commitment to independent external peer review, enhancing the global visibility and competitive validation of its research.
With a Z-score of -0.182, the institution's rate of redundant output is higher than the national average of -0.390, signaling an incipient vulnerability. Although the overall risk level is low, this metric warrants review before it escalates. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of dividing a study into minimal units to artificially inflate productivity. This result suggests that while the issue is not systemic, there are signals of data fragmentation that could distort the scientific record and should be monitored to ensure research contributions remain significant and coherent.