| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.769 | -0.386 |
|
Retracted Output
|
-0.240 | 2.124 |
|
Institutional Self-Citation
|
0.643 | 2.034 |
|
Discontinued Journals Output
|
7.823 | 5.771 |
|
Hyperauthored Output
|
-1.288 | -1.116 |
|
Leadership Impact Gap
|
0.786 | 0.242 |
|
Hyperprolific Authors
|
-1.413 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-1.186 | 1.097 |
The University of Kirkuk presents a complex integrity profile, marked by significant strengths in operational governance but also a critical vulnerability that requires immediate attention. With an overall risk score of 1.195, the institution demonstrates a commendable capacity to insulate itself from several adverse national trends, particularly in areas such as retracted output, use of institutional journals, and redundant publications. These strengths reflect robust internal controls and a commitment to responsible research conduct. According to SCImago Institutions Rankings data, the university shows notable national positioning in thematic areas like Earth and Planetary Sciences, Pharmacology, Toxicology and Pharmaceutics, and Environmental Science. However, this academic potential is severely undermined by a critical rate of publication in discontinued journals, which directly contradicts the institutional mission to provide "high-quality educational services" and achieve "academic and administrative quality." This practice not only jeopardizes the university's reputation but also questions the real-world value of its research output. To fully align its practices with its mission, the University of Kirkuk is advised to implement a strategic plan focused on enhancing information literacy and promoting publication in high-quality, internationally recognized channels.
The University of Kirkuk demonstrates a prudent profile regarding multiple affiliations, with a Z-score of -0.769, which is more rigorous than the national standard of -0.386. This indicates that the institution manages its affiliation processes with greater control than its national peers. The data suggests that affiliations are handled transparently and are likely the legitimate result of researcher mobility or formal partnerships, showing no signs of strategic attempts to artificially inflate institutional credit or engage in “affiliation shopping.”
The institution functions as an effective filter against the problematic national trend in retracted publications. With a Z-score of -0.240, the university maintains a low-risk profile, in stark contrast to the significant risk level observed across the country (2.124). This divergence suggests that the university’s quality control mechanisms and supervisory processes are robust and act as a firewall against the systemic issues affecting its environment. This low rate indicates that potential errors are likely corrected responsibly before publication, reflecting a strong integrity culture rather than recurring malpractice or a lack of methodological rigor.
In terms of institutional self-citation, the university shows evidence of differentiated management. Its Z-score of 0.643 places it in the medium-risk category, but it successfully moderates a risk that is far more pronounced at the national level (2.034). While a certain level of self-citation is natural, the university's score suggests a need to monitor for potential 'echo chambers.' However, by keeping this rate well below the national average, the institution demonstrates a greater capacity to avoid the more severe risks of endogamous impact inflation, ensuring its work is validated by the broader scientific community.
The rate of publication in discontinued journals represents a global red flag for the institution. Its Z-score of 7.823 is not only critically high but also exceeds the already compromised national average of 5.771. This indicator constitutes a severe alert regarding the due diligence applied in selecting dissemination channels. Such a high proportion of output in journals that fail to meet international ethical or quality standards exposes the institution to severe reputational damage and suggests a systemic failure in information literacy. This practice directly undermines the university's mission of quality and requires an urgent intervention to prevent the waste of resources on 'predatory' or low-integrity publishing.
The university exhibits total operational silence in the area of hyper-authored output, with a Z-score of -1.288, which is even lower than the country's very low-risk average (-1.116). This complete absence of risk signals indicates that authorship practices are well-governed and transparent. The data confirms that the institution is not engaging in author list inflation or granting 'honorary' authorships, thereby ensuring that individual accountability and the integrity of contributions are maintained across its research output.
The institution shows high exposure to risks associated with its scientific leadership impact, with a Z-score of 0.786, which is notably higher than the national average of 0.242. This wide positive gap—where overall impact is significantly higher than the impact of research led by the institution—signals a potential sustainability risk. It suggests that the university's scientific prestige may be overly dependent and exogenous, relying on collaborations where it does not exercise primary intellectual leadership. This finding invites a strategic reflection on how to build genuine internal capacity to ensure that excellence metrics are a result of structural strength, not just strategic positioning.
With a Z-score of -1.413, the university demonstrates low-profile consistency and an absence of risks related to hyperprolific authors, aligning with a national environment that already shows low risk (-0.319). This very low score indicates a healthy balance between productivity and quality, suggesting that the institution fosters a research culture that prioritizes meaningful intellectual contribution over sheer volume. There are no signals of problematic dynamics such as coercive authorship or authorship assignment without real participation, reinforcing the integrity of its scientific record.
The University of Kirkuk displays a pattern of preventive isolation from the risks of academic endogamy. Its Z-score of -0.268 indicates a very low reliance on its own journals, a stark contrast to the medium-risk dynamic observed at the national level (1.373). This demonstrates a strong commitment to independent, external peer review and global visibility. By avoiding the potential conflicts of interest inherent in self-publishing, the institution ensures its scientific production is validated through standard competitive channels, rather than using internal 'fast tracks' that could inflate output without rigorous scrutiny.
The institution effectively isolates itself from the national trend of redundant publications. Its Z-score of -1.186 reflects a very low-risk environment, distinguishing it from the medium-risk level prevalent in the country (1.097). This indicates that the university's researchers prioritize the publication of coherent, significant studies over the practice of fragmenting data into 'minimal publishable units' to artificially inflate productivity. This commitment to substance over volume protects the integrity of the scientific evidence and avoids overburdening the peer-review system.
