| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.597 | -0.386 |
|
Retracted Output
|
4.851 | 2.124 |
|
Institutional Self-Citation
|
-0.863 | 2.034 |
|
Discontinued Journals Output
|
4.233 | 5.771 |
|
Hyperauthored Output
|
-0.777 | -1.116 |
|
Leadership Impact Gap
|
5.388 | 0.242 |
|
Hyperprolific Authors
|
-1.413 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-1.186 | 1.097 |
Al-Noor University College presents a dual profile in scientific integrity, marked by commendable internal governance in several key areas alongside critical vulnerabilities that require immediate strategic attention. With an overall score of 2.102, the institution demonstrates significant strengths, showing a very low risk in practices such as institutional self-citation, redundant output, and the use of institutional journals, effectively isolating itself from higher-risk trends prevalent at the national level. These strengths provide a solid foundation for its academic pursuits, which are particularly notable in thematic areas where it holds strong national rankings according to SCImago Institutions Rankings data, including Arts and Humanities (6th in Iraq), Social Sciences (26th), and Medicine (27th). However, this positive performance is overshadowed by significant alerts in three crucial indicators: a high rate of retracted output, a concerning volume of publications in discontinued journals, and a substantial gap between its overall impact and the impact of research under its direct leadership. While the institution's specific mission was not available for this analysis, these risks directly challenge the universal academic goals of excellence and social responsibility, as they suggest systemic issues in quality control and a dependency on external partners for scientific prestige. To secure its long-term reputation and ensure its research contributions are both credible and sustainable, it is recommended that the College leverage its areas of strong governance to implement a targeted intervention plan focused on rectifying these critical weaknesses.
The institution exhibits a Z-score of -1.597, which is well below the national average of -0.386. This demonstrates a commendable alignment with national standards, indicating a very low risk of problematic affiliation practices. The data suggests that the College's affiliations are consistent with legitimate researcher mobility and partnerships rather than strategic attempts to inflate institutional credit. This low-profile consistency reinforces the transparency of its collaborative footprint and signals robust internal policies governing how institutional credit is assigned.
With a Z-score of 4.851, the institution's rate of retractions is a critical outlier, significantly exceeding the already high national average of 2.124. This situation represents a global red flag, indicating that the College not only participates in but leads the risk metrics within a nationally compromised environment. A retraction rate this far above the global average is a serious alert to a potential systemic failure in pre-publication quality control mechanisms. It suggests that beyond isolated incidents, there may be a vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to protect its scientific reputation.
The institution maintains a Z-score of -0.863, in stark contrast to the national medium-risk average of 2.034. This preventive isolation from national trends is a significant strength. It indicates that the College does not replicate the risk dynamics of scientific isolation or 'echo chambers' observed elsewhere in the country. By avoiding disproportionately high rates of self-citation, the institution demonstrates that its academic influence is validated by the broader global community rather than being inflated by endogamous internal dynamics, reflecting a healthy and externally-focused research culture.
The institution's Z-score for this indicator is 4.233, which, while representing a significant risk, is notably lower than the critical national average of 5.771. This constitutes an attenuated alert; although the College is an outlier on a global scale, it demonstrates more control and better due diligence in selecting publication channels than its national peers. Nevertheless, a high proportion of output in such journals remains a critical issue, exposing the institution to severe reputational risks. This finding suggests an urgent and ongoing need to enhance information literacy among researchers to avoid channeling valuable scientific work through media that fail to meet international ethical or quality standards.
With a Z-score of -0.777, the institution shows a low risk, yet this figure represents a slight divergence from the national context, where the average is -1.116 (very low risk). This indicates the emergence of risk signals at the College that are not as prevalent across the rest of the country. While extensive author lists are legitimate in 'Big Science,' this minor uptick warrants monitoring. It serves as a signal to proactively ensure that authorship practices remain transparent and accountable, distinguishing necessary massive collaborations from any potential for 'honorary' authorship before it escalates.
The institution presents a Z-score of 5.388, a critically high value that significantly amplifies the medium-risk vulnerability already present in the national system (Z-score of 0.242). This extreme gap suggests that the institution's scientific prestige is highly dependent and exogenous, not structural. The data warns of a major sustainability risk, where high-impact metrics may result from strategic positioning in collaborations where the College does not exercise intellectual leadership, rather than from its own internal research capacity. This invites urgent reflection on strategies to build and showcase genuine, self-led scientific excellence.
The institution's Z-score of -1.413 is firmly in the very low-risk category, performing better than the national low-risk average of -0.319. This low-profile consistency indicates that the College successfully maintains a healthy balance between productivity and quality. The absence of extreme individual publication volumes suggests that its research environment does not encourage dynamics like coercive authorship or the prioritization of metrics over the integrity of the scientific record, reflecting a responsible approach to academic output.
With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals, standing in sharp contrast to the medium-risk national average of 1.373. This preventive isolation is a clear indicator of strong governance. By avoiding the potential conflicts of interest inherent in acting as both judge and party, the College ensures its scientific production undergoes independent external peer review. This commitment to competitive validation enhances the global visibility and credibility of its research, steering clear of academic endogamy and the use of internal channels as 'fast tracks' for publication.
The institution shows a Z-score of -1.186, a very low-risk value that effectively insulates it from the medium-risk national trend (Z-score of 1.097). This demonstrates a strong institutional culture that prioritizes significant contributions over inflated publication counts. The data indicates that the College successfully discourages the practice of dividing coherent studies into minimal publishable units, or 'salami slicing.' This commitment to publishing substantive new knowledge protects the integrity of the scientific evidence base and respects the resources of the peer-review system.
