| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.192 | -0.386 |
|
Retracted Output
|
-0.296 | 2.124 |
|
Institutional Self-Citation
|
-0.948 | 2.034 |
|
Discontinued Journals Output
|
4.282 | 5.771 |
|
Hyperauthored Output
|
-0.800 | -1.116 |
|
Leadership Impact Gap
|
-5.105 | 0.242 |
|
Hyperprolific Authors
|
-1.413 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-1.186 | 1.097 |
The University of Information Technology and Communications presents a profile of pronounced strengths and specific, targeted vulnerabilities. With an overall integrity score of 0.217, the institution demonstrates an exceptionally robust culture of scientific integrity in most areas, effectively insulating itself from several risks prevalent at the national level. Key strengths include a very low risk of institutional self-citation, redundant output, and publishing in its own journals, alongside a negligible gap between its overall and led-research impact. This foundation of integrity strongly supports its academic excellence, particularly in its core thematic areas as identified by SCImago Institutions Rankings data: Computer Science (ranked 6th in Iraq), Engineering, and Mathematics. However, this positive landscape is critically undermined by a significant rate of publication in discontinued journals and a moderate rate of multiple affiliations. These practices directly conflict with the institutional mission to deliver an "academic, researching and technical product according to quality standards," as they risk reputational damage and devalue the very research intended to serve the national labor market. The immediate strategic priority should be to leverage its demonstrated internal governance to implement rigorous publication guidance and policies, ensuring that its high-quality research is channeled through reputable venues that reflect its commitment to excellence and social responsibility.
The University's Z-score for the Rate of Multiple Affiliations is 0.192, indicating a medium risk level that shows a moderate deviation from the national average of -0.386. This suggests the institution is more sensitive to factors driving this practice than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate warrants a review. It could signal strategic attempts to inflate institutional credit or “affiliation shopping” occurring more frequently than is typical for the country, potentially diluting the institution's distinct academic identity and the clarity of its contributions.
The institution demonstrates exceptional performance in managing its Rate of Retracted Output, with a Z-score of -0.296, placing it in the low-risk category. This stands in stark contrast to the significant risk level observed nationally (Z-score: 2.124). This disparity suggests that the University's quality control mechanisms are acting as an effective filter, protecting it from systemic issues that may be affecting other institutions in the country. A high rate of retractions can alert to recurring malpractice or a lack of methodological rigor, but the University's low score indicates a robust integrity culture and responsible supervision, effectively safeguarding its scientific record.
With a Z-score of -0.948, the University shows a very low risk for Institutional Self-Citation, successfully isolating itself from the medium-risk dynamics observed nationally (Z-score: 2.034). This result indicates that the institution does not replicate the concerning 'echo chamber' patterns present in its environment. A high rate of self-citation can signal scientific isolation and endogamous impact inflation. In contrast, the University's excellent performance in this area demonstrates a commitment to external validation and global community recognition, ensuring its academic influence is built on broad, independent scrutiny rather than internal dynamics.
The University's Z-score for Rate of Output in Discontinued Journals is 4.282, a significant risk level that requires immediate attention. Although this is a critical alert, it is noteworthy that the institution shows more control than the national average, which stands at an even more critical 5.771. This indicates that while the University is immersed in a widespread national challenge, it is managing to attenuate the risk to some degree. Nevertheless, a high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among its researchers to avoid channeling valuable scientific work through media that do not meet international ethical or quality standards.
The University's Z-score for the Rate of Hyper-Authored Output is -0.800, which, while in the low-risk category, represents a slight divergence from the national context where this risk is virtually non-existent (Z-score: -1.116). This suggests the emergence of nascent signals of risk activity at the institution that are not apparent elsewhere in the country. While extensive author lists are legitimate in 'Big Science,' their appearance in other contexts can indicate author list inflation. This indicator serves as a signal to monitor authorship practices to ensure they reflect genuine collaboration and individual accountability, rather than 'honorary' or political attributions.
The institution exhibits an outstanding Z-score of -5.105 in this indicator, signifying a very low risk and a clear preventive isolation from the medium-risk trend seen across the country (Z-score: 0.242). A wide positive gap often signals that an institution's prestige is dependent on external partners rather than its own intellectual leadership. The University's strong negative score indicates the opposite: the impact of research led by its own authors is robust and self-sufficient. This demonstrates a high degree of scientific autonomy and structural capacity, confirming that its excellence metrics are the result of genuine internal capabilities.
The University's Z-score for the Rate of Hyperprolific Authors is -1.413, a very low-risk value that demonstrates low-profile consistency with the national standard (Z-score: -0.319). The complete absence of risk signals in this area is a positive indicator of a balanced research environment. Extreme individual publication volumes can point to risks such as coercive authorship or a prioritization of quantity over quality. The University's clean record here suggests that its researchers maintain a sustainable and credible level of productivity, upholding the integrity of the scientific record.
With a Z-score of -0.268, the University maintains a very low-risk profile for its Rate of Output in Institutional Journals, effectively avoiding the medium-risk practices observed at the national level (Z-score: 1.373). This preventive isolation from a common national vulnerability is commendable. Excessive dependence on in-house journals can raise conflicts of interest and signal academic endogamy, where production bypasses independent peer review. The University's low score indicates a commitment to global visibility and competitive validation, ensuring its research is vetted through standard external channels.
The University shows a very low-risk Z-score of -1.186 for the Rate of Redundant Output, demonstrating a clear disconnection from the medium-risk dynamics prevalent in the country (Z-score: 1.097). This indicates that the institution's research culture does not replicate the risk of data fragmentation observed in its environment. A high rate of redundant output, or 'salami slicing,' points to the practice of artificially inflating productivity by dividing studies into minimal units. The University's excellent score suggests its researchers prioritize the publication of significant, coherent new knowledge over sheer volume, thereby strengthening the scientific record.
