| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.175 | -0.386 |
|
Retracted Output
|
3.169 | 2.124 |
|
Institutional Self-Citation
|
0.689 | 2.034 |
|
Discontinued Journals Output
|
1.630 | 5.771 |
|
Hyperauthored Output
|
-0.970 | -1.116 |
|
Leadership Impact Gap
|
0.150 | 0.242 |
|
Hyperprolific Authors
|
5.517 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-0.262 | 1.097 |
The Islamic University, Najaf, demonstrates a complex scientific integrity profile, with an overall risk score of 1.800 that indicates significant areas for strategic intervention. The institution exhibits notable strengths in its publication practices, particularly a very low rate of output in its own journals and low rates of redundant output, suggesting a commitment to external validation and substantive research. However, these strengths are counterbalanced by critical vulnerabilities, specifically significant rates of retracted publications and hyperprolific authorship, which require immediate attention. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Agricultural and Biological Sciences (ranking 1st in Iraq), as well as Earth and Planetary Sciences and Environmental Science (both ranking 7th in Iraq). While the institution's specific mission was not available for this analysis, the identified risks—especially those concerning retractions and authorship anomalies—fundamentally challenge the universal academic missions of pursuing excellence and upholding social responsibility. Addressing these integrity gaps is crucial to ensure that the institution's strong research performance in key areas is built on a sustainable and credible foundation. A proactive approach to reinforcing research governance will not only mitigate current risks but also solidify the university's reputation as a leading academic entity in the region.
The institution shows a Z-score of 0.175, which contrasts with the national average of -0.386. This moderate deviation indicates that the university is more sensitive to risk factors associated with multiple affiliations than its national peers. While multiple affiliations are often legitimate, this heightened rate suggests a need to review authorship practices to ensure they are not being used strategically to inflate institutional credit or as a form of “affiliation shopping.” The data points to a pattern that, while not critical, warrants monitoring to maintain transparency in collaborative attributions.
With a Z-score of 3.169, the institution significantly exceeds the already high national average of 2.124. This finding constitutes a global red flag, positioning the university as a leader in this critical risk metric within a country already facing systemic challenges. Retractions are complex, but a rate this far above the global average suggests that quality control mechanisms prior to publication may be failing systemically. This vulnerability in the institution's integrity culture points to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard its scientific reputation.
The university's Z-score for institutional self-citation is 0.689, a figure that, while indicating a medium risk level, is substantially lower than the national average of 2.034. This demonstrates differentiated management, where the institution successfully moderates a risk that appears to be more common across the country. A certain level of self-citation is natural, but the university's relative control helps it avoid the more severe risks of scientific isolation or 'echo chambers.' This suggests that while internal research lines are being built upon, the institution is less prone to the endogamous impact inflation observed elsewhere in the national system.
The institution has a Z-score of 1.630, which, although indicating a medium risk, demonstrates relative containment when compared to the critical national average of 5.771. This suggests that while some of the university's output is channeled through potentially problematic venues, it operates with more order and diligence than the national standard. A high proportion of publications in such journals is a critical alert regarding the selection of dissemination channels. The university's ability to partially mitigate this widespread national issue is positive, but continued vigilance is needed to avoid reputational risks and the misallocation of resources to 'predatory' or low-quality practices.
With a Z-score of -0.970, the institution's rate of hyper-authored output shows a slight divergence from the national context, where the score is -1.116. This indicates that while the risk is low for both, the university exhibits minor signals of this activity that are less prevalent in the rest of the country. This pattern is not alarming but serves as a signal to ensure a clear distinction is maintained between necessary large-scale collaboration and the potential for 'honorary' or political authorship practices that could dilute individual accountability and transparency.
The institution presents a Z-score of 0.150 in this indicator, reflecting a more controlled performance than the national average of 0.242. This demonstrates differentiated management, suggesting the university moderates the risk of impact dependency better than its national peers. A wide positive gap can signal that scientific prestige is overly reliant on external partners rather than internal capacity. The university's lower score indicates a healthier balance, suggesting that its excellence metrics are more likely to result from genuine internal capabilities and intellectual leadership within its collaborations.
The university's Z-score of 5.517 represents a severe discrepancy when compared to the low-risk national average of -0.319. This risk activity is highly atypical for the national context and requires a deep integrity assessment. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This critical indicator alerts to potential imbalances between quantity and quality, pointing to significant risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution exhibits a Z-score of -0.268, a very low-risk value that signals a state of preventive isolation from the national trend, where the average score is 1.373. This is a significant strength, indicating the university does not replicate the risk dynamics of academic endogamy observed in its environment. By avoiding excessive dependence on its own journals, the institution sidesteps potential conflicts of interest and ensures its scientific production undergoes independent external peer review. This practice enhances its global visibility and confirms its commitment to competitive validation over using internal channels as 'fast tracks' for publication.
With a Z-score of -0.262, the institution demonstrates a low rate of redundant output, showcasing institutional resilience against a risk that is more pronounced at the national level (Z-score of 1.097). This suggests that the university's internal control mechanisms are effective in mitigating the systemic risk of 'salami slicing.' The low score is evidence of a culture that prioritizes the publication of significant new knowledge over the practice of dividing studies into minimal units to artificially inflate productivity, thereby protecting the integrity of the scientific evidence base.