| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.271 | -0.386 |
|
Retracted Output
|
25.973 | 2.124 |
|
Institutional Self-Citation
|
-0.082 | 2.034 |
|
Discontinued Journals Output
|
3.926 | 5.771 |
|
Hyperauthored Output
|
-0.796 | -1.116 |
|
Leadership Impact Gap
|
2.651 | 0.242 |
|
Hyperprolific Authors
|
0.151 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
2.130 | 1.097 |
Al-Turath University College demonstrates a strong overall performance profile, reflected in its score of 8.888, yet this is accompanied by significant underlying risks to its scientific integrity that require immediate strategic attention. The institution's primary strengths lie in its robust external validation, evidenced by a very low rate of output in its own journals and a controlled level of institutional self-citation, which stands in positive contrast to national trends. However, these strengths are critically undermined by an exceptionally high rate of retracted publications and a significant volume of output in discontinued journals, signaling systemic vulnerabilities in pre-publication quality control and due diligence. While the institution shows commendable national rankings in several SCImago Institutions Rankings thematic areas, notably in Arts and Humanities (8th in Iraq), Social Sciences (21st), and Environmental Science (46th), these severe integrity risks directly threaten to devalue its academic achievements. Any institutional mission centered on excellence and social responsibility is fundamentally incompatible with practices that compromise the reliability of its research. To safeguard its reputation and build upon its thematic successes, the College must urgently implement a comprehensive integrity framework focused on strengthening research oversight, enhancing ethical training for researchers, and fostering a culture where quality and rigor are prioritized over sheer publication volume.
The institution presents a Z-score of 1.271, which indicates a moderate deviation from the national standard, where the score is -0.386. This suggests that the College shows a greater sensitivity to risk factors associated with multiple affiliations than its national peers. While often a legitimate result of collaboration, this heightened rate warrants a review of internal patterns. A disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping," and monitoring is required to ensure that all declared affiliations correspond to substantive and transparent research contributions.
With a Z-score of 25.973, the institution is a global red flag, dramatically exceeding the already high national average of 2.124. This severe discrepancy indicates that the College is not just participating in a compromised national environment but is a primary driver of this critical risk. Such an extreme rate suggests that quality control mechanisms prior to publication may be failing systemically. This is not a matter of isolated errors but points to a profound vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a severe lack of methodological rigor that requires an immediate and thorough qualitative audit by management to restore credibility.
The institution demonstrates notable resilience with a Z-score of -0.082, contrasting sharply with the national average of 2.034. This indicates that the College's control mechanisms are effectively mitigating the systemic risks of academic endogamy prevalent in the country. A certain level of self-citation is natural, but the institution's low rate is a positive sign that it avoids the "echo chambers" that can inflate impact through internal dynamics. This commitment to external validation suggests that its academic influence is genuinely recognized by the global community rather than being artificially sustained from within.
The institution's Z-score of 3.926 represents an attenuated alert; while critically high, it shows more control than the national average of 5.771. Both the College and the country are global outliers, but the institution operates with slightly more order within a standard crisis. Nevertheless, this score remains a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of its scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
A slight divergence is noted with the institution's Z-score of -0.796 compared to the country's very low score of -1.116. This indicates that the College is beginning to show signals of risk activity that are largely absent in the rest of the country. Although the overall risk level remains low, this subtle increase warrants attention. It serves as a preliminary signal to monitor for potential author list inflation, which can dilute individual accountability and transparency, and to ensure that authorship practices remain legitimate and are not veering towards 'honorary' or political attributions.
The institution shows high exposure to this risk, with a Z-score of 2.651, significantly higher than the national average of 0.242. This wide positive gap suggests that the College is more prone than its peers to depending on external partners for its citation impact. This signals a potential sustainability risk, where scientific prestige may be dependent and exogenous rather than structural. The data invites reflection on whether the institution's excellence metrics result from its own internal capacity and intellectual leadership or from strategic positioning in collaborations where it plays a secondary role.
With a Z-score of 0.151, the institution shows a moderate deviation from the national standard of -0.319. This indicates a greater sensitivity to risk factors related to hyperprolificacy than its peers. This alert points to potential imbalances between the quantity and quality of output from certain individuals. It raises concerns about risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metric inflation over the integrity of the scientific record and require closer examination.
The institution exhibits a state of preventive isolation with a Z-score of -0.268, in stark contrast to the national medium-risk average of 1.373. This demonstrates that the College does not replicate the risk dynamics of academic endogamy observed in its environment. By avoiding excessive dependence on its own journals, the institution effectively sidesteps potential conflicts of interest and ensures its research undergoes independent external peer review. This practice significantly enhances its global visibility and credibility, confirming that its output is validated through standard competitive channels.
The institution's Z-score of 2.130 indicates high exposure to this risk, making it more prone to showing alert signals than the national average of 1.097. This value warns of the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. Such data fragmentation, or 'salami slicing,' not only distorts the available scientific evidence but also overburdens the peer-review system, suggesting a culture that may prioritize publication volume over the generation of significant new knowledge.
