| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.897 | -0.386 |
|
Retracted Output
|
9.096 | 2.124 |
|
Institutional Self-Citation
|
0.290 | 2.034 |
|
Discontinued Journals Output
|
2.556 | 5.771 |
|
Hyperauthored Output
|
-0.816 | -1.116 |
|
Leadership Impact Gap
|
0.554 | 0.242 |
|
Hyperprolific Authors
|
2.184 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
0.868 | 1.097 |
Al Mustaqbal University presents a complex integrity profile, marked by areas of exemplary governance alongside significant vulnerabilities that require immediate attention. With an overall risk score of 3.387, the institution demonstrates notable strengths in managing affiliations and avoiding academic endogamy, reflecting robust internal controls in specific domains. However, this is critically offset by an extremely high rate of retracted publications, which poses a direct threat to its mission of fostering "excellence" and "improving the quality of scientific research." This core challenge, coupled with medium-level risks in author productivity and impact dependency, suggests that while the university excels thematically, its foundational research practices may not consistently align with its stated ambitions. According to SCImago Institutions Rankings data, the university holds a strong national position in key areas such as Business, Management and Accounting (ranked 2nd in Iraq), and Engineering, Agricultural and Biological Sciences, and Chemistry (all ranked 4th in Iraq). To safeguard this academic prestige and fully realize its mission, it is imperative to implement a comprehensive strategy focused on reinforcing pre-publication quality control and research integrity training, ensuring that its operational reality fully supports its vision of scientific and educational leadership.
The institution exhibits a Z-score of -0.897, which is well below the national average of -0.386. This result indicates a state of low-profile consistency, where the complete absence of risk signals in this area aligns with the generally low-risk standard observed nationally. The university's performance suggests a clear and transparent policy regarding researcher affiliations, effectively avoiding practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping." This reflects strong administrative oversight and a commitment to straightforward academic representation.
With a Z-score of 9.096, the university's rate of retracted output constitutes a global red flag, dramatically surpassing the already compromised national average of 2.124. This severe discrepancy indicates that the institution is an outlier and a significant contributor to a critical risk dynamic within the country. While some retractions can result from honest error correction, a rate of this magnitude suggests that quality control mechanisms prior to publication may be failing systemically. This alerts to a profound vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to mitigate severe reputational damage.
The university's Z-score for institutional self-citation is 0.290, a figure significantly lower than the national average of 2.034. This demonstrates differentiated management, where the institution successfully moderates a risk that appears to be more common across the country. A certain level of self-citation is natural, but the university’s controlled rate indicates it is effectively avoiding the creation of scientific 'echo chambers.' This suggests a healthy integration with the global research community and a reliance on external scrutiny for validation, rather than inflating its impact through endogamous or isolated citation practices.
The institution's Z-score of 2.556 for output in discontinued journals, while indicating a medium risk, shows relative containment when compared to the significant national average of 5.771. Although risk signals are present, the university operates with more order than its national context, suggesting that its researchers are, on average, more discerning in their choice of publication venues. Nonetheless, a medium-level score constitutes an alert regarding due diligence in selecting dissemination channels. It indicates that a portion of its scientific production is still being channeled through media that may not meet international ethical or quality standards, highlighting a need to enhance information literacy and guidance for researchers to avoid predatory or low-quality publishing practices.
With a Z-score of -0.816, the institution shows a slight divergence from the national Z-score of -1.116. This indicates that while the country as a whole shows virtually no signs of hyper-authorship, the university presents nascent signals of this risk activity. Although the current level is low, this pattern warrants attention. The appearance of extensive author lists outside of 'Big Science' contexts can be an early indicator of author list inflation, which dilutes individual accountability. This serves as a signal to monitor authorship practices and ensure they reflect genuine collaboration rather than honorary or political attributions.
The university's Z-score of 0.554 in this indicator reveals high exposure to dependency risk, as it is more prone to showing alert signals than the national average of 0.242. A positive gap where global impact is higher than the impact of institution-led research signals a potential sustainability risk. This value suggests that a significant portion of the university's scientific prestige may be dependent and exogenous, rather than structurally generated from within. It invites a strategic reflection on whether its high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution's Z-score of 2.184 for hyperprolific authors marks a moderate deviation from the national standard (-0.319), indicating a greater sensitivity to this risk factor than its peers. This suggests the presence of authors with extreme publication volumes that challenge the conventional limits of meaningful intellectual contribution. A high indicator in this area alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation. These are dynamics that prioritize metric inflation over the integrity of the scientific record and require a review of internal evaluation and promotion criteria.
With a Z-score of -0.268, the university demonstrates preventive isolation from a risk that is moderately present at the national level (1.373). This very low score indicates that the institution does not replicate the risk dynamics observed in its environment, showing a clear preference for external, independent publication channels. By avoiding excessive dependence on its own journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and competitive validation of its research, ensuring its production is vetted through standard, independent peer review processes.
The institution's Z-score for redundant output is 0.868, which is below the national average of 1.097. This profile suggests a differentiated management approach, where the university is able to moderate a risk that is more prevalent within the national system. While the score is in the medium-risk range, its position below the country average indicates better control over practices like 'salami slicing,' where studies are fragmented into minimal units to inflate publication counts. This reflects a comparatively stronger emphasis on producing substantive, coherent research over artificially boosting productivity metrics.
