| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.318 | -0.386 |
|
Retracted Output
|
9.678 | 2.124 |
|
Institutional Self-Citation
|
0.382 | 2.034 |
|
Discontinued Journals Output
|
1.487 | 5.771 |
|
Hyperauthored Output
|
0.961 | -1.116 |
|
Leadership Impact Gap
|
0.837 | 0.242 |
|
Hyperprolific Authors
|
-0.622 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
4.715 | 1.097 |
Mazaya University College presents a complex scientific integrity profile, characterized by a notable duality of exceptional strengths and critical vulnerabilities. With an overall risk score of 3.325, the institution demonstrates exemplary control in areas such as the Rate of Multiple Affiliations and Rate of Output in Institutional Journals, indicating robust governance that avoids academic endogamy and affiliation inflation. These strengths are foundational to its mission of making a "genuine contribution to the international community." The institution's academic prowess is evident in its SCImago Institutions Rankings, particularly in Psychology (ranked 6th in Iraq), Energy (23rd), and Pharmacology, Toxicology and Pharmaceutics (32nd). However, this profile is severely compromised by significant risks in the Rate of Retracted Output and the Rate of Redundant Output, which directly challenge the integrity and reliability of its research. These practices contradict the mission's emphasis on quality and genuine knowledge development. To fully align its operational reality with its strategic vision, the College must leverage its areas of strong governance to implement urgent, targeted interventions that address these critical weaknesses, thereby safeguarding its reputation and ensuring its contributions are both impactful and trustworthy.
The institution exhibits an exceptionally low risk profile with a Z-score of -1.318, which is notably better than the national average of -0.386. This demonstrates a clear and consistent alignment with best practices, surpassing the already low-risk standard observed nationally. The data suggests that the institution maintains rigorous and transparent affiliation policies. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the College's very low rate indicates a complete absence of signals related to strategic attempts to inflate institutional credit or "affiliation shopping," reinforcing a culture of straightforward academic accounting.
A critical alert is raised by the institution's Z-score of 9.678, a figure that dramatically surpasses the already significant national average of 2.124. This finding constitutes a global red flag, indicating that the College not only participates in a high-risk national environment but is a primary driver of this trend. Retractions are complex events, but a rate this far above the global average suggests that quality control mechanisms prior to publication may be failing systemically. This is not merely a matter of correcting unintentional errors; it points to a profound vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a severe lack of methodological rigor that requires immediate and decisive qualitative verification by management to prevent further damage to its scientific reputation.
With a Z-score of 0.382, the institution demonstrates a moderate risk level that is, however, substantially lower than the national average of 2.034. This suggests a differentiated and more effective management of citation practices compared to its national peers. While a certain level of self-citation is natural, the College appears to successfully moderate this behavior, avoiding the 'echo chambers' that can arise from disproportionately high rates. By maintaining a lower level of self-citation, the institution mitigates the risk of endogamous impact inflation, suggesting its academic influence is more reliant on external validation from the global community than on internal dynamics.
The institution registers a medium risk level with a Z-score of 1.487, a figure that indicates relative containment when compared to the country's critical Z-score of 5.771. Although risk signals are present, the College operates with significantly more order and diligence than the national average, effectively filtering out the most problematic publication venues. However, a medium score still constitutes an alert regarding due diligence in selecting dissemination channels. It indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, suggesting a need to enhance information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality practices and protect its reputation.
A monitoring alert is triggered by the institution's medium risk level (Z-score: 0.961), which stands in stark contrast to the very low-risk national standard (Z-score: -1.116). This divergence is unusual and requires a review of its causes, as the institution shows a tendency not seen elsewhere in the country. In contexts outside of 'Big Science,' a high rate of hyper-authorship can indicate author list inflation, a practice that dilutes individual accountability and transparency. This serves as a clear signal for the institution to investigate its collaborative patterns and distinguish between necessary, large-scale teamwork and potential 'honorary' or political authorship practices.
The institution shows a medium risk with a Z-score of 0.837, indicating a higher exposure to this vulnerability compared to the national average of 0.242. This wider positive gap suggests that the institution's overall scientific prestige may be more dependent on external partners than is typical for its context. A high value in this indicator signals a potential sustainability risk, where impact is more exogenous than structural. This finding invites a strategic reflection on whether the institution's excellence metrics result from its own core scientific capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution maintains a prudent profile with a Z-score of -0.622, reflecting a more rigorous management of author productivity than the national standard (-0.319), even though both fall within the low-risk category. This demonstrates a healthy balance between productivity and academic quality. By effectively controlling for hyperprolificacy, the institution avoids the risks associated with extreme individual publication volumes, such as coercive authorship or 'salami slicing,' which prioritize metrics over the integrity of the scientific record. This result points to a research environment that values meaningful intellectual contribution over sheer volume.
The institution demonstrates preventive isolation from national risk dynamics, with a very low Z-score of -0.268 in stark contrast to the country's medium-risk score of 1.373. This is a significant strength, showing the College does not replicate a concerning trend prevalent in its environment. In-house journals can create conflicts of interest, but the institution's low dependence on them ensures its scientific production is validated through independent external peer review. This practice avoids the risk of academic endogamy and the use of internal channels as 'fast tracks' to inflate CVs, thereby enhancing the global visibility and credibility of its research.
The institution's performance on this indicator is a major concern, with a significant risk Z-score of 4.715 that sharply accentuates the medium-level vulnerability already present in the national system (Z-score: 1.097). This high value is a critical alert for the practice of data fragmentation or 'salami slicing,' where a single coherent study is divided into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence and overburdens the peer-review system but also suggests a research culture that may be prioritizing publication volume over the generation of significant new knowledge, requiring an urgent review of authorship and publication ethics.
