| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.429 | 0.936 |
|
Retracted Output
|
-0.390 | 0.771 |
|
Institutional Self-Citation
|
1.539 | 0.909 |
|
Discontinued Journals Output
|
0.373 | 0.157 |
|
Hyperauthored Output
|
-1.218 | -1.105 |
|
Leadership Impact Gap
|
-1.157 | 0.081 |
|
Hyperprolific Authors
|
-1.413 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.068 | 0.966 |
Universite Kasdi Merbah Ouargla presents a balanced scientific integrity profile, with an overall score of -0.206 that reflects a commendable foundation of responsible research practices alongside specific, moderate vulnerabilities requiring strategic oversight. The institution demonstrates exceptional control in critical areas such as retracted publications, hyper-prolific authorship, and the impact of its own-led research, indicating robust internal quality checks and a culture of accountability. However, moderate risk signals are present in institutional self-citation and the rate of publication in discontinued journals, which warrant attention. According to SCImago Institutions Rankings data, the university's research strengths are particularly notable in Mathematics (ranked 2nd in Algeria), Earth and Planetary Sciences (ranked 5th), and Pharmacology, Toxicology and Pharmaceutics (ranked 10th). While the institution's specific mission statement was not available for this analysis, the identified risks could challenge any mission centered on achieving global excellence and social impact. Pursuing genuine excellence requires external validation and adherence to international quality standards, which can be undermined by endogamous practices or association with low-quality journals. By proactively addressing these moderate risk factors, Universite Kasdi Merbah Ouargla can further solidify its strong integrity foundation, ensuring its notable thematic contributions are built upon a bedrock of transparent and globally recognized research practices.
The institution demonstrates effective management of multiple affiliations, with a Z-score of 0.429 that is notably lower than the national average of 0.936. This suggests the university is successfully moderating a risk that appears more common across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's more controlled rate indicates its collaborative practices are less prone to the risk of strategic "affiliation shopping" aimed at inflating institutional credit, a trend more visible at the national level.
The university stands out for its exceptionally low rate of retracted publications, effectively isolating itself from the risk dynamics observed nationally. Its Z-score of -0.390 contrasts sharply with the country's medium-risk score of 0.771, signaling that the institution's quality control and supervision mechanisms are highly effective. A high rate of retractions can suggest systemic failures in pre-publication review; however, this institution's performance indicates a robust integrity culture that prevents recurring malpractice or a lack of methodological rigor, safeguarding its scientific record.
The institution shows a higher exposure to the risks of institutional self-citation than its national peers, with a Z-score of 1.539 compared to the country average of 0.909. While some self-citation is natural, this elevated rate warns of a potential 'echo chamber' where work is validated internally without sufficient external scrutiny. This pattern presents a risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community, and warrants a review to encourage broader external engagement.
The university displays a heightened propensity for publishing in discontinued journals, with a Z-score of 0.373 that exceeds the national average of 0.157. This finding constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A high proportion of output in such journals indicates that a significant portion of scientific production is being channeled through media that may 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 waste of resources on 'predatory' or low-quality practices.
The institution maintains a very low incidence of hyper-authored publications, a positive signal that is consistent with the low-risk national environment. With a Z-score of -1.218, compared to the country's -1.105, the university shows no signs of author list inflation. Outside of "Big Science" contexts, high rates can dilute individual accountability. This institution's result indicates that its authorship practices are transparent and responsible, effectively distinguishing between necessary massive collaboration and questionable 'honorary' authorship.
The university demonstrates strong intellectual leadership in its research, a characteristic that positively distinguishes it from the national trend. The institution's Z-score of -1.157, in stark contrast to the country's medium-risk score of 0.081, indicates that its scientific prestige is built on solid internal capacity. A wide positive gap can signal that an institution's prestige is dependent on external partners. However, this result shows that the university's own-led research is impactful, signaling a sustainable and structurally sound model of scientific excellence.
In the area of hyperprolific authorship, the institution's performance is exemplary, showing a complete absence of risk signals even when compared to the low-risk national average. Its Z-score of -1.413 is significantly lower than the country's -0.967. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship. This result suggests a healthy balance between quantity and quality in researcher output, reinforcing the integrity of the institution's scientific record.
The university's publication practices in its own journals are in perfect synchrony with the secure national standard. With a Z-score of -0.268, identical to the country's average, the institution shows no over-reliance on in-house journals. This alignment avoids the conflicts of interest and academic endogamy that can arise when an institution acts as both judge and party. The data confirms a commitment to independent, external peer review, which is essential for ensuring global visibility and competitive validation of its research.
The institution effectively moderates the risk of redundant publications, performing significantly better than the national average. Its Z-score of 0.068 is substantially lower than the country's medium-risk score of 0.966. This indicates that the practice of fragmenting a coherent study into 'minimal publishable units' to artificially inflate productivity is not a systemic issue at the university. This responsible approach ensures that its contributions to the scientific record are meaningful and avoids overburdening the peer review system with divided data.
