| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.748 | -0.386 |
|
Retracted Output
|
0.652 | 2.124 |
|
Institutional Self-Citation
|
5.162 | 2.034 |
|
Discontinued Journals Output
|
8.890 | 5.771 |
|
Hyperauthored Output
|
-1.359 | -1.116 |
|
Leadership Impact Gap
|
-1.512 | 0.242 |
|
Hyperprolific Authors
|
-0.447 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
3.223 | 1.097 |
The University of Babylon demonstrates a dualistic integrity profile, marked by areas of exceptional governance alongside significant vulnerabilities that require strategic intervention. With an overall risk score of 2.103, the institution shows commendable strength in preventing hyper-authorship, ensuring the impact of its research is driven by internal leadership, and avoiding academic endogamy through institutional journals. These successes are foundational. However, they are contrasted by critical alerts in the Rate of Institutional Self-Citation, the Rate of Output in Discontinued Journals, and the Rate of Redundant Output. Thematically, the institution exhibits strong national leadership according to SCImago Institutions Rankings data, particularly in Physics and Astronomy, Business, Management and Accounting, and Computer Science. This academic excellence is directly threatened by the identified integrity risks. The university's mission to achieve "excellency in the field of university teaching and scientific research on both international and local levels" is undermined when metrics are inflated through insular practices or publication in low-quality channels. By decisively addressing these specific vulnerabilities with targeted policies and training, the University of Babylon can protect its reputation, align its practices with its mission, and build a sustainable culture of international-standard scientific excellence.
The University of Babylon presents a Z-score of -0.748 for this indicator, a value lower than the national average of -0.386. This demonstrates a prudent and well-managed approach to author affiliations, showing more rigor than the national standard. The institution effectively avoids signals that could suggest strategic attempts to inflate institutional credit or “affiliation shopping.” This controlled, low-risk profile indicates that collaborations and researcher mobility are being managed with transparency and a clear adherence to ethical standards, reinforcing the integrity of the university's reported scientific output.
With a Z-score of 0.652, the institution shows a moderate signal for retracted publications, yet this figure indicates a degree of relative containment when compared to the significant national risk level of 2.124. This suggests that while some issues may exist, the university operates with more effective control mechanisms than the national average, preventing the systemic escalation of this risk. Retractions are complex events, and this moderate score, in a high-risk context, points to a need for continued vigilance in pre-publication quality control to ensure that potential methodological flaws or integrity issues are addressed before they lead to formal corrections in the scientific record.
The university's Z-score of 5.162 is a critical alert, significantly amplifying the vulnerability already present in the national system, which has a Z-score of 2.034. This disproportionately high rate signals a concerning level of scientific isolation or the formation of an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice creates a severe risk of endogamous impact inflation, suggesting that the institution's perceived academic influence may be artificially oversized by internal citation dynamics rather than by genuine recognition from the global scientific community, which could compromise its long-term credibility and international standing.
The institution's Z-score of 8.890 represents a global red flag, as it significantly leads the already highly compromised national average of 5.771. This indicates that the university is a primary contributor to this high-risk practice within the country. Such a high proportion of output in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. It suggests that a substantial portion of scientific production is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational damage and signaling an urgent need for information literacy and policy enforcement to curb the waste of resources on 'predatory' or low-integrity publishing.
The University of Babylon shows a Z-score of -1.359, a figure even lower than the national average of -1.116, indicating a total operational silence in this risk area. This exemplary performance demonstrates an absence of risk signals related to author list inflation, suggesting that authorship practices are transparent and well-governed. This strong control ensures that individual accountability is maintained and that authorship is awarded based on meaningful intellectual contribution rather than 'honorary' or political considerations, aligning perfectly with the highest standards of scientific integrity.
With a Z-score of -1.512, the institution demonstrates a preventive isolation from the risk dynamics observed at the national level, where the average score is 0.242. This negative value is a strong positive indicator, showing that the impact of research led by the institution's own authors is robust and not dependent on external partners. This signals a high degree of scientific autonomy and sustainability, confirming that the university's prestige is built on genuine internal capacity and intellectual leadership, rather than being a reflection of strategic positioning in collaborations where it plays a secondary role.
The university's Z-score of -0.447 is lower than the national average of -0.319, reflecting a prudent profile in managing individual publication volumes. This indicates that the institution's processes are managed with more rigor than the national standard, effectively mitigating the risks associated with hyperprolificacy. The data suggests an environment that prioritizes quality and meaningful intellectual contribution over sheer quantity, thereby avoiding potential issues like coercive authorship or the assignment of credit without real participation, which are dynamics that can compromise the integrity of the scientific record.
The institution's Z-score of -0.268 contrasts sharply with the national average of 1.373, demonstrating a clear case of preventive isolation. The university does not replicate the risk dynamics of academic endogamy observed in its environment. By avoiding over-reliance on its own journals, the institution ensures its research undergoes independent external peer review, which is essential for global visibility and competitive validation. This practice prevents potential conflicts of interest and reinforces the credibility of its scientific output, showing a commitment to objective evaluation over using internal channels as potential 'fast tracks' for publication.
With a Z-score of 3.223, the University of Babylon significantly accentuates the risk of redundant publication, far exceeding the national average of 1.097. This high value is a strong alert for the practice of 'salami slicing,' where a single coherent study may be fragmented into minimal publishable units to artificially inflate productivity metrics. This dynamic not only overburdens the peer-review system but also distorts the available scientific evidence. It points to a systemic pressure that prioritizes publication volume over the generation of significant new knowledge, a practice that requires immediate review and corrective action to safeguard research integrity.