| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.424 | -0.386 |
|
Retracted Output
|
-0.296 | 2.124 |
|
Institutional Self-Citation
|
1.687 | 2.034 |
|
Discontinued Journals Output
|
8.686 | 5.771 |
|
Hyperauthored Output
|
-1.190 | -1.116 |
|
Leadership Impact Gap
|
0.370 | 0.242 |
|
Hyperprolific Authors
|
-1.413 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
3.004 | 1.097 |
The University of Wasit presents a complex scientific integrity profile, marked by notable strengths in governance alongside critical vulnerabilities that require immediate attention. With an overall risk score of 1.631, the institution demonstrates exceptional performance in areas such as preventing retracted publications and avoiding academic endogamy through institutional journals, effectively filtering out risks prevalent at the national level. However, this is contrasted by significant red flags in publication practices, specifically an extremely high rate of output in discontinued journals and a concerning level of redundant publications (salami slicing). These weaknesses directly threaten the credibility of the university's research output and could undermine its strong positioning in key thematic areas identified by SCImago Institutions Rankings, such as Social Sciences (ranked 3rd in Iraq) and Environmental Science (ranked 4th in Iraq). While the institution's specific mission was not available for this analysis, these integrity risks are fundamentally at odds with the universal academic pursuit of excellence and social responsibility. To secure its long-term reputation, the University of Wasit is advised to leverage its proven governance capabilities to urgently reform its publication channel selection policies and address the underlying pressures that encourage research fragmentation.
The University of Wasit's Z-score for this indicator is -0.424, which is statistically aligned with the national average of -0.386. This proximity suggests that the institution's collaborative patterns and researcher affiliation practices are normal for its context. While multiple affiliations can sometimes be used strategically to inflate institutional credit, the data indicates that the university's engagement in dual appointments or partnerships reflects a standard level of researcher mobility and inter-institutional collaboration, showing no signs of anomalous activity compared to its national peers.
The institution demonstrates remarkable resilience in a challenging environment, with a very low Z-score of -0.296 for retracted output, in stark contrast to the significant risk level observed nationally (Country Z-score: 2.124). This strong divergence indicates that the university's internal quality control mechanisms are acting as an effective filter against the systemic issues leading to retractions elsewhere in the country. A high rate of retractions can signal recurring malpractice or a lack of methodological rigor. The University of Wasit's excellent performance here suggests its pre-publication supervision and integrity culture are robust, successfully safeguarding its scientific record.
With a Z-score of 1.687, the university displays a medium level of institutional self-citation, which is notably more controlled than the national average of 2.034. This suggests a differentiated management approach that moderates a common risk in its environment. While a certain degree of self-citation is natural for developing established research lines, a high rate can create 'echo chambers' and inflate impact through endogamous dynamics. The university's relative containment of this practice is positive, but the medium-level signal warrants continued monitoring to ensure its work receives sufficient external scrutiny and validation from the global scientific community.
This indicator presents a critical and urgent alert. The university's Z-score of 8.686 is exceptionally high, dramatically exceeding the already significant national average of 5.771. This result is a global red flag, indicating that the institution is a leader in a highly compromised national context. A high proportion of publications in discontinued journals suggests a systemic failure in due diligence when selecting dissemination channels, exposing the institution to severe reputational risks associated with 'predatory' or low-quality practices. It is imperative that the university reviews its policies and provides training on information literacy to prevent the channeling of its scientific production through media that do not meet international ethical and quality standards.
The university demonstrates total operational silence in this area, with a Z-score of -1.190, which is even lower than the national average of -1.116. This complete absence of risk signals indicates exemplary governance regarding authorship. Outside of 'Big Science' contexts, inflated author lists can dilute individual accountability and suggest 'honorary' authorship. The university's performance confirms that its authorship practices are transparent and well-aligned with disciplinary norms, ensuring that credit is assigned based on meaningful intellectual contribution.
The institution's Z-score of 0.370 is moderately higher than the national average of 0.242, indicating a high exposure to the risk of depending on external partners for impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential risk to scientific sustainability. This suggests that the university's scientific prestige may be more reliant on its strategic positioning in collaborations where it does not exercise intellectual leadership, rather than on its own structural capacity. This finding invites a strategic reflection on how to build and showcase its internal research excellence to ensure its reputation is both independent and sustainable.
With a Z-score of -1.413, the University of Wasit shows a very low-risk profile for hyperprolific authors, consistent with the low-risk national standard (Country Z-score: -0.319). This absence of risk signals is a positive sign of a healthy research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to practices like coercive authorship or a problematic focus on quantity over quality. The university's data indicates that its environment fosters a balanced approach to productivity, upholding the integrity of the scientific record.
The university effectively isolates itself from a risk that is prevalent in its national environment. Its Z-score of -0.268 indicates a very low rate of publication in its own journals, in sharp contrast to the medium-risk level seen across the country (Z-score: 1.373). This demonstrates a preventive strategy that avoids potential conflicts of interest and academic endogamy. By prioritizing external, independent peer review over internal channels, the institution enhances the global visibility and competitive validation of its research, reinforcing its commitment to international quality standards.
This indicator reveals a significant vulnerability, as the university's Z-score of 3.004 is alarmingly high and amplifies the medium-level risk already present in the national system (Country Z-score: 1.097). Such a high value strongly suggests a practice of 'salami slicing,' where research is fragmented into minimal publishable units to artificially inflate productivity metrics. This behavior distorts the scientific evidence base, overburdens the peer-review system, and prioritizes volume over the generation of significant new knowledge. An urgent review of institutional evaluation criteria and authorship policies is needed to curb this practice and realign research incentives with scientific integrity.
