| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.839 | -0.386 |
|
Retracted Output
|
12.871 | 2.124 |
|
Institutional Self-Citation
|
-0.319 | 2.034 |
|
Discontinued Journals Output
|
3.137 | 5.771 |
|
Hyperauthored Output
|
-0.671 | -1.116 |
|
Leadership Impact Gap
|
-1.561 | 0.242 |
|
Hyperprolific Authors
|
1.257 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-0.247 | 1.097 |
Al-Ayen University presents a profile of stark contrasts, with an overall integrity score of 4.732 that reflects both exceptional strengths and critical vulnerabilities. The institution demonstrates remarkable resilience and independence in key areas, successfully isolating itself from national risk trends related to academic endogamy. Specifically, it shows a very low reliance on institutional journals, a minimal gap between its collaborative and self-led research impact, and effective control over self-citation and redundant publication. These strengths suggest a core capacity for producing research validated by the international community. However, this positive foundation is severely undermined by significant red flags in three areas: an extremely high rate of retracted publications, an atypical rate of multiple affiliations, and a significant volume of output in discontinued journals. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Biochemistry, Genetics and Molecular Biology (ranked 6th in Iraq), Chemistry (11th), and Social Sciences (13th). The absence of a localized mission statement represents a critical strategic gap; the identified integrity risks directly challenge the universal academic values of excellence and ethical conduct. It is imperative for the university to formalize a mission that not only champions its thematic strengths but also embeds an explicit commitment to scientific integrity, thereby transforming its areas of vulnerability into pillars of institutional trust and sustainable growth.
The institution exhibits a Z-score of 2.839, a figure that represents a severe discrepancy when compared to the national average of -0.386. This pronounced divergence indicates that the university's practices are highly atypical within its national context, demanding a thorough integrity assessment. While multiple affiliations can be a legitimate outcome of collaborative research, the institution's exceptionally high rate suggests a potential systemic issue. This pattern may signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that deviates sharply from the low-risk standard observed across the country and warrants an in-depth review of institutional affiliation policies.
With a Z-score of 12.871, the institution's rate of retractions is a global red flag, dramatically exceeding the already compromised national average of 2.124. This situation points to a critical vulnerability in the institution's integrity culture. While retractions can sometimes signify responsible error correction, a score of this magnitude suggests that pre-publication quality control mechanisms may be failing systemically. Leading the risk metrics in a country already facing significant challenges in this area indicates a high probability of recurring malpractice or a profound lack of methodological rigor that requires immediate and decisive intervention from management to protect the institution's scientific reputation.
The institution demonstrates a low-risk profile with a Z-score of -0.319, showcasing notable resilience against the medium-risk trend observed at the national level (2.034). This positive differential suggests that the university's internal control mechanisms are effectively mitigating the systemic risks of academic insularity prevalent in the country. A certain level of self-citation is natural, but the institution's low rate indicates it avoids the 'echo chambers' that can inflate impact endogamously. This practice confirms that the institution's academic influence is healthily dependent on recognition from the global scientific community rather than on internal validation dynamics.
The institution's Z-score of 3.137 represents a significant risk, although it demonstrates more control than the critical national average of 5.771. This constitutes an attenuated alert; while the university is a global outlier in this metric, its performance is less severe than that of its national peers. Nonetheless, a high proportion of publications in discontinued journals is a critical issue, indicating that a substantial part of its research is channeled through media failing to meet international ethical or quality standards. This exposes the institution to severe reputational damage and signals an urgent need to enhance information literacy among its researchers to prevent the waste of resources on predatory or low-quality publishing practices.
With a Z-score of -0.671, the institution shows a slight divergence from the national environment, which has a very low-risk score of -1.116. This indicates the emergence of nascent risk signals at the university that are not yet apparent in the rest of the country. While the current level is low, this metric serves as an early warning to monitor for potential author list inflation. It is important to proactively ensure that authorship practices remain transparent and accountable, clearly distinguishing between necessary large-scale collaboration and the dilution of responsibility through honorary or unjustified authorship.
The institution achieves an excellent Z-score of -1.561, indicating a very low risk and a state of preventive isolation from the national trend, where the average score is a medium-risk 0.242. This result is a strong indicator of scientific autonomy and sustainability. It suggests that the university's scientific prestige is structural and derived from genuine internal capacity, as the impact of research it leads is on par with its overall collaborative output. This performance demonstrates that the institution is not dependent on external partners for its impact, a sign of robust and independent intellectual leadership.
The institution's Z-score of 1.257 places it at a medium risk level, a moderate deviation from the low-risk national average of -0.319. This suggests the university has a greater sensitivity to this risk factor than its peers. The presence of authors with extreme publication volumes (exceeding 50 articles a year) challenges the plausible limits of meaningful intellectual contribution. This indicator alerts to a potential imbalance between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without substantive participation—dynamics that prioritize metric inflation over the integrity of the scientific record.
With a Z-score of -0.268, the institution operates at a very low risk level, effectively isolating itself from the medium-risk practices seen nationally (1.373). This is a clear strength, demonstrating a commitment to external validation and global visibility. By avoiding excessive dependence on its own journals, the university circumvents potential conflicts of interest and the risk of academic endogamy, where production might bypass rigorous, independent peer review. This approach ensures its research competes on the global stage and is not channeled through internal 'fast tracks' that could inflate productivity without standard competitive validation.
The institution maintains a Z-score of -0.247, reflecting a low-risk profile and demonstrating institutional resilience compared to the medium-risk national average of 1.097. This suggests that the university's control mechanisms are effective in mitigating the systemic risk of data fragmentation. A low rate of redundant output indicates a culture that values substantive contributions over artificially inflating publication counts. By discouraging the practice of dividing a single study into 'minimal publishable units,' the institution upholds the integrity of the scientific evidence base and avoids overburdening the peer review system.