University of Baghdad

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Baghdad presents a complex profile of scientific integrity, marked by a significant overall risk score of 2.892. This score reflects a sharp contrast between areas of remarkable strength and specific, critical vulnerabilities. The institution demonstrates exemplary control over individual research conduct, with very low risk in rates of multiple affiliations, hyper-authored output, and hyperprolific authors, and effectively mitigates the high national rate of retractions. These strengths provide a solid foundation for its outstanding academic performance, evidenced by its SCImago Institutions Rankings leadership in Iraq and prominent global standing in fields such as Veterinary (World #33), Dentistry (World #81), Chemistry (World #412), and Computer Science (World #459). However, this excellence is threatened by significant risks in its publication strategy, including an alarming rate of output in discontinued journals, and patterns of academic insularity, reflected in extremely high rates of institutional self-citation and publication in its own journals. These practices directly challenge the university's mission to "serve the society" and achieve "academic accreditation," as they risk isolating its research from global scrutiny and devaluing its contributions. By addressing these strategic vulnerabilities in publication and citation practices, the University of Baghdad can ensure its operational integrity matches its thematic excellence, thereby fully realizing its potential as a leading regional and global academic institution.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The University of Baghdad shows a Z-score of -1.118, which is notably lower than the national average for Iraq of -0.386. This demonstrates a commendable absence of risk signals in an environment that already exhibits low risk. The institution's performance suggests a clear and consistent affiliation policy that aligns with international standards. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. The university's very low score indicates that such practices are not a concern, reflecting a culture of transparent and appropriate academic collaboration.

Rate of Retracted Output

With a Z-score of -0.061, the University of Baghdad displays a low risk of retracted publications, a figure that stands in stark contrast to the significant risk level seen in the national average of 2.124. This discrepancy suggests the institution functions as an effective filter, successfully implementing robust quality control mechanisms that prevent the systemic issues affecting the country. Retractions can stem from honest errors or misconduct, but a high rate points to failures in pre-publication review. The university's ability to maintain a low rate in a high-risk context is a testament to its strong integrity culture and effective methodological supervision, protecting its scientific record and reputation.

Rate of Institutional Self-Citation

The university's Z-score for institutional self-citation is 4.149, a significant risk level that sharply accentuates the medium-risk vulnerability present in the national system (Z-score of 2.034). This indicates that the institution is amplifying a national tendency towards insular citation practices. While some self-citation is natural, this disproportionately high rate signals a concerning scientific isolation or an 'echo chamber' where work is validated internally without sufficient external scrutiny. This practice creates a serious risk of endogamous impact inflation, suggesting the university's perceived academic influence may be oversized by internal dynamics rather than genuine recognition from the global scientific community.

Rate of Output in Discontinued Journals

The University of Baghdad exhibits a Z-score of 7.961 for publications in discontinued journals, a critical value that positions it as a global red flag, leading this risk metric even within a country already highly compromised (national Z-score of 5.771). This indicator constitutes a critical alert regarding the institution's due diligence in selecting dissemination channels. Such a high score indicates that a significant portion of its scientific production is being channeled through media that fail to meet international ethical or quality standards. This exposes the institution to severe reputational damage and suggests an urgent, systemic need for improved information literacy to prevent the waste of research resources on predatory or low-quality publication practices.

Rate of Hyper-Authored Output

With a Z-score of -1.261, the university demonstrates a total operational silence regarding hyper-authorship, performing even better than the country's already very low average of -1.116. This complete absence of risk signals indicates that authorship practices at the institution are transparent and accountable. Outside of "Big Science" contexts, high rates of hyper-authorship can indicate author list inflation or honorary authorships. The university's excellent score confirms that its collaborative research is structured with appropriate and legitimate author contributions, reinforcing the integrity of its academic record.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score for this indicator is -0.058 (low risk), showcasing institutional resilience when compared to the national average of 0.242 (medium risk). This result suggests that the university's control mechanisms are effectively mitigating the country's systemic risk of impact dependency. A wide positive gap often signals that an institution's prestige is reliant on external partners rather than its own intellectual leadership. The university's balanced score indicates that its scientific prestige is largely structural and endogenous, reflecting a healthy development of real internal capacity and a sustainable model for academic excellence.

Rate of Hyperprolific Authors

The University of Baghdad has a Z-score of -1.257, indicating a very low risk that aligns with a national standard that is already low (Z-score of -0.319). This low-profile consistency demonstrates the absence of problematic authorship patterns within the institution. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or a focus on quantity over quality. The university's very low score in this area is a positive sign of a balanced and healthy research environment where scientific integrity is prioritized over sheer publication volume.

Rate of Output in Institutional Journals

With an extremely high Z-score of 13.606, the university shows a significant risk that dramatically accentuates the medium-risk trend observed at the national level (Z-score of 1.373). This finding points to an excessive dependence on in-house journals, which raises serious conflict-of-interest concerns as the institution acts as both judge and party in the publication process. This high value warns of severe academic endogamy, where a large volume of scientific production may be bypassing independent external peer review. This practice not only limits global visibility but also suggests the use of internal channels as 'fast tracks' to inflate publication records without standard competitive validation, undermining the credibility of the research.

Rate of Redundant Output

The university's Z-score for redundant output is 1.069, a medium risk level that closely mirrors the national average of 1.097. This alignment suggests a systemic pattern, where the risk level reflects shared academic practices or evaluation pressures at a national level rather than an issue unique to the institution. A high value in this indicator alerts to the practice of 'salami slicing,' where a single study is fragmented into minimal publishable units to artificially inflate productivity. This behavior, while reflecting a broader trend, distorts the scientific evidence base and should be addressed through institutional policies that incentivize impactful research over publication volume.