| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.963 | -0.386 |
|
Retracted Output
|
-0.456 | 2.124 |
|
Institutional Self-Citation
|
0.938 | 2.034 |
|
Discontinued Journals Output
|
1.427 | 5.771 |
|
Hyperauthored Output
|
-1.231 | -1.116 |
|
Leadership Impact Gap
|
-0.779 | 0.242 |
|
Hyperprolific Authors
|
-0.752 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
1.616 | 1.097 |
Koya University presents a robust scientific integrity profile, marked by a commendable overall score of 0.270 and significant strengths in areas of critical national vulnerability. The institution demonstrates exceptional governance in maintaining very low-risk levels for Retracted Output, Hyper-Authored Output, and Output in Institutional Journals, effectively insulating itself from problematic trends prevalent in its national context. However, areas requiring strategic attention have been identified, particularly the medium-risk indicators for Rate of Multiple Affiliations, Rate of Output in Discontinued Journals, and Rate of Redundant Output, which suggest a higher exposure to certain integrity risks compared to national peers. These vulnerabilities stand in contrast to the university's outstanding research performance in key thematic areas, as evidenced by SCImago Institutions Rankings data, where it holds top national positions in Mathematics (3rd in Iraq), Engineering (6th), and Chemistry (21st). To fully align with its mission of fostering "innovation and excellence" and "improving life for individuals and societies," it is crucial to address these integrity risks. Practices like redundant publication or use of low-quality journals could undermine the very excellence the university strives for. By proactively strengthening policies and training in these specific areas, Koya University can ensure its impressive research output is built upon an unshakeable foundation of scientific integrity, solidifying its role as a regional leader.
The institution's Z-score of 1.963 shows a moderate deviation from the national average of -0.386. This indicates that the university exhibits a greater sensitivity to risk factors associated with multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's elevated rate warrants a review of its policies. This divergence from the low-risk national standard suggests a need to ensure that all affiliations are substantive and not being used as a strategic tool to inflate institutional credit or engage in “affiliation shopping,” thereby safeguarding the transparency of its collaborative footprint.
With a Z-score of -0.456, the institution demonstrates an exceptional profile that is disconnected from the significant risk level seen in the country (Z-score: 2.124). This result suggests that the university's internal governance and quality control mechanisms are highly effective, acting as a firewall against the systemic issues that may be affecting the national scientific landscape. A high rate of retractions can signal recurring malpractice or a lack of methodological rigor, but Koya University’s very low score indicates a strong integrity culture and responsible pre-publication supervision, successfully maintaining its scientific record's reliability independently of its environment.
The institution's Z-score of 0.938 reflects a more controlled approach compared to the national average of 2.034, even though both fall within a medium-risk context. This points to a differentiated management strategy, where the university successfully moderates a risk that appears more common across the country. A certain level of self-citation is natural, but disproportionately high rates can create 'echo chambers' that inflate impact through endogamous dynamics. By maintaining a lower rate than its peers, the institution reduces this risk, ensuring its academic influence is more likely to be validated by external scrutiny from the global community rather than by internal reinforcement alone.
The institution shows a medium-risk Z-score of 1.427, which, while concerning, indicates a degree of relative containment when compared to the critical national average of 5.771. Although the university operates with more order than its national context, this signal still constitutes a critical alert regarding due diligence in selecting publication venues. This score indicates that a portion of its scientific production is being channeled through media that do not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy to prevent the misallocation of research efforts into 'predatory' or low-quality journals.
With a Z-score of -1.231, the institution exhibits a state of total operational silence regarding this risk, performing even better than the already low-risk national average of -1.116. This absence of risk signals indicates that authorship practices at the university are well-aligned with established disciplinary norms. In fields outside of 'Big Science,' high rates of hyper-authorship can indicate author list inflation and dilute individual accountability. The university's extremely low score confirms that its collaborative work is characterized by transparency and appropriate credit attribution, free from 'honorary' or political authorship practices.
The institution's low-risk Z-score of -0.779 demonstrates significant institutional resilience, especially when contrasted with the medium-risk national average of 0.242. This score suggests that the university's control mechanisms effectively mitigate a systemic national risk. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own structural capacity. Koya University’s negative score, however, indicates the opposite: the impact of research where it holds intellectual leadership is strong and self-sufficient, reflecting a sustainable model of scientific excellence built on genuine internal capabilities.
The institution maintains a prudent profile with a Z-score of -0.752, which is more rigorous than the national standard of -0.319, although both are in the low-risk category. This suggests that the university manages its research processes with greater oversight than its peers. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or a focus on quantity over quality. The university's lower score indicates a healthy balance, effectively mitigating these risks and ensuring that productivity does not compromise the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates a preventive isolation from the medium-risk dynamics observed in its environment (national Z-score: 1.373). This indicates a clear strategic choice not to replicate a common national practice. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy by bypassing independent external peer review. By avoiding this channel, Koya University reinforces its commitment to global visibility and competitive validation, ensuring its research is assessed by the international scientific community and not through internal 'fast tracks'.
The institution's Z-score of 1.616 indicates high exposure to this risk, surpassing the national average of 1.097 within the same medium-risk category. This suggests the university is more prone to this practice than its environment average. A high value in this indicator alerts to the potential fragmentation of coherent studies into 'minimal publishable units' to artificially inflate productivity metrics. This practice, known as 'salami slicing,' distorts the available scientific evidence and overburdens the review system. This signal warrants an internal review to ensure research outputs prioritize significant new knowledge over sheer publication volume.
