| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.440 | -0.386 |
|
Retracted Output
|
7.227 | 2.124 |
|
Institutional Self-Citation
|
0.809 | 2.034 |
|
Discontinued Journals Output
|
1.989 | 5.771 |
|
Hyperauthored Output
|
-0.622 | -1.116 |
|
Leadership Impact Gap
|
-0.266 | 0.242 |
|
Hyperprolific Authors
|
2.642 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
0.381 | 1.097 |
Imam Ja'afar Al-Sadiq University presents a complex integrity profile, marked by significant strengths in certain areas of governance but overshadowed by critical vulnerabilities in others. With an overall risk score of 2.862, the institution operates at a level of concern that requires strategic intervention. Key strengths are evident in its exemplary management of institutional journals, which avoids academic endogamy, and its robust internal capacity for impactful research, which counters the national trend of dependency on external collaborators. However, these positive aspects are severely compromised by exceptionally high rates of retracted publications and hyperprolific authorship, which represent urgent threats to scientific quality and credibility. According to SCImago Institutions Rankings data, the university demonstrates notable research capacity in thematic areas such as Energy, Environmental Science, and Computer Science. These strengths provide a solid foundation for growth, yet the identified integrity risks directly contradict the institutional mission to deliver "high-quality academic programs" and follow rigorous "curricula of scientific research." To safeguard its reputation and ensure its contributions are genuinely effective, the university must prioritize a comprehensive review of its quality assurance and authorship policies, transforming these critical weaknesses into pillars of institutional integrity.
The institution's Z-score of 0.440 for this indicator shows a moderate deviation from the national standard, which has a low-risk score of -0.386. This suggests the university is more sensitive to risk factors related to affiliation practices than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed divergence warrants a review of internal policies. An elevated rate can signal strategic attempts to inflate institutional credit or "affiliation shopping," and proactive monitoring is advisable to ensure all declared affiliations correspond to substantive and transparent collaborations.
With a Z-score of 7.227, the institution's rate of retractions is a global red flag, dramatically exceeding the already high national average of 2.124. This result positions the university as a leader in risk metrics within a country already facing significant challenges in this area. Retractions can sometimes result from honest error correction, but a score of this magnitude suggests that quality control mechanisms prior to publication may be failing systemically. It alerts to a profound vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to restore credibility.
The university demonstrates differentiated management in this area, with a Z-score of 0.809 that is notably lower than the national average of 2.034. This indicates that 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 pitfalls of scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This prudent approach mitigates the risk of endogamous impact inflation, suggesting its academic influence is less reliant on internal dynamics than the national trend.
The institution shows relative containment of risk in its publication channels, with a Z-score of 1.989 compared to the critical national average of 5.771. Although some risk signals exist, this result indicates that the university operates with more order and diligence than its national context. A high proportion of publications in such journals constitutes a critical alert, but the institution appears more effective at avoiding media that do not meet international ethical or quality standards. This reduces reputational risk, though continued efforts in information literacy are necessary to fully eliminate the channeling of research to 'predatory' or low-quality outlets.
A slight divergence is noted in this indicator, where the institution's Z-score of -0.622 (low risk) contrasts with the country's very low-risk score of -1.116. This suggests the emergence of minor risk signals in an area where the national environment is largely inert. While the current level is not alarming and extensive author lists can be legitimate in certain collaborative contexts, this subtle shift warrants monitoring. It serves as a signal to ensure that authorship practices remain transparent and accountable, distinguishing necessary collaboration from any early signs of honorary authorship or author list inflation.
The university demonstrates strong institutional resilience, with a Z-score of -0.266 that contrasts sharply with the national average of 0.242. This result indicates that the institution is effectively mitigating a systemic risk prevalent in the country. A positive gap often signals that prestige is dependent on external partners, but the university's negative score suggests its scientific prestige is structural and internally driven. This reflects a healthy and sustainable model where excellence metrics result from real internal capacity and the institution exercises intellectual leadership in its research endeavors.
A severe discrepancy exists between the institution's Z-score of 2.642 and the country's score of -0.319, signaling that this risk activity is highly atypical and requires a deep integrity assessment. Extreme individual publication volumes challenge the limits of human capacity for meaningful intellectual contribution. A high indicator in this area alerts to a potential imbalance between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation. These dynamics prioritize metrics over the integrity of the scientific record and demand urgent review.
The institution exhibits preventive isolation from national risk trends, with a Z-score of -0.268 placing it in the very low-risk category, far from the country's medium-risk score of 1.373. This is an area of exceptional strength. By not relying on in-house journals, the university avoids potential conflicts of interest and the risk of academic endogamy where production might bypass independent external peer review. This commitment to external validation enhances the global visibility and credibility of its research, demonstrating a governance model that does not replicate the risk dynamics observed elsewhere in its environment.
With a Z-score of 0.381, the institution shows evidence of differentiated management compared to the national average of 1.097. This indicates the university is more effectively moderating the risk of redundant publications, a practice that is more common within the country. While citing previous work is normal, massive bibliographic overlap often indicates 'salami slicing'—dividing a study into minimal units to inflate productivity. The institution's lower score suggests a stronger focus on publishing significant new knowledge over artificially increasing publication volume, thereby better preserving the integrity of the scientific evidence base.
