| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.914 | 0.936 |
|
Retracted Output
|
10.664 | 0.771 |
|
Institutional Self-Citation
|
3.221 | 0.909 |
|
Discontinued Journals Output
|
1.020 | 0.157 |
|
Hyperauthored Output
|
-1.092 | -1.105 |
|
Leadership Impact Gap
|
-0.497 | 0.081 |
|
Hyperprolific Authors
|
0.012 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.616 | 0.966 |
Universite Larbi Ben M'hidi Oum El Bouaghi presents a complex integrity profile, with an overall risk score of 3.631 indicating significant areas for strategic intervention. The institution's primary vulnerabilities lie in a 'Significant' risk level for its Rate of Retracted Output and Rate of Institutional Self-Citation, both of which markedly amplify medium-risk trends observed at the national level. These are further compounded by 'Medium' risk alerts for Hyperprolific Authorship, Redundant Output, and publications in Discontinued Journals, suggesting systemic pressures on research quality and dissemination practices. Conversely, the institution demonstrates notable strengths, particularly a 'Very Low' risk in publishing in its own journals, indicating a commitment to external peer review, and a 'Low' risk in the impact gap between its led and collaborative research, showcasing resilience against national dependencies. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Energy, Physics and Astronomy, and Earth and Planetary Sciences. While the institution's formal mission was not available for this analysis, the identified risks—especially concerning retractions and self-validation—pose a direct threat to any mission centered on achieving scientific excellence and social responsibility. This report provides a strategic roadmap for reinforcing research governance. By addressing these specific vulnerabilities, the university can protect its thematic strengths, enhance its scientific credibility, and ensure its research output is both impactful and unimpeachable.
The institution's Z-score for this indicator is 0.914, slightly below the national average of 0.936. This suggests a degree of differentiated management, where the university appears to moderate practices that are common throughout the country's research ecosystem. While multiple affiliations can be a legitimate result of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's position below the national average indicates a more controlled approach, successfully managing the potential risks of "affiliation shopping" more effectively than its national peers, even within a context of shared medium-level risk.
With a Z-score of 10.664, the institution displays a critical deviation from the national average of 0.771. This profile indicates a significant risk accentuation, where the university amplifies vulnerabilities that are already present in the national system. Retractions are complex events, but a rate so dramatically higher than the average alerts to a profound vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing systemically, pointing toward possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to avert severe reputational damage.
The institution's Z-score of 3.221 is substantially higher than the national average of 0.909, pointing to a dynamic of risk accentuation. This indicates that the university is amplifying national tendencies toward insular citation practices. A certain level of self-citation is natural, but this disproportionately high rate signals a concerning level of scientific isolation. It warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than validated by global community recognition, creating an 'echo chamber' that limits external scrutiny and credibility.
The institution registers a Z-score of 1.020, significantly exceeding the national average of 0.157. This demonstrates high exposure, suggesting the university is more prone than its national peers to publishing in questionable outlets. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -1.092, the institution's activity is comparable to the national average of -1.105, both falling within a low-risk range. However, the university's score is slightly higher, which can be interpreted as an incipient vulnerability. This suggests that while the institution is not currently showing signs of author list inflation, there are faint signals that warrant review before they escalate. It is crucial to maintain practices that ensure individual accountability and transparency in authorship, distinguishing necessary collaboration from any potential for 'honorary' authorship to emerge.
The institution's Z-score of -0.497 contrasts sharply with the national average of 0.081, which falls into a medium-risk category. This demonstrates strong institutional resilience, as internal control mechanisms appear to be successfully mitigating systemic risks prevalent in the country. A wide positive gap can signal that prestige is dependent on external partners. The university's negative score indicates the opposite: the impact of research led by the institution is robust and not overly reliant on collaborators. This reflects a healthy, sustainable model where scientific prestige is generated by real internal capacity and intellectual leadership.
The institution's Z-score of 0.012 presents a monitoring alert, as it is an unusually high risk level compared to the national standard of -0.967, which is in the very low-risk category. This divergence requires a careful review of its causes. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator's value alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony. This total alignment with an environment of maximum scientific security shows a strong institutional and national commitment to avoiding potential conflicts of interest. By not depending on in-house journals, the university ensures its scientific production bypasses the risk of academic endogamy and instead undergoes independent external peer review. This practice enhances global visibility and confirms that its research is validated through standard competitive channels rather than internal 'fast tracks'.
With a Z-score of 1.616, the institution shows a higher risk than the national average of 0.966, indicating a high exposure to this issue. This suggests the university is more prone than its peers to practices that may artificially inflate productivity metrics. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing.' This elevated value alerts to the risk of dividing coherent studies into minimal publishable units. Such a practice not only distorts the available scientific evidence but also overburdens the review system by prioritizing publication volume over the generation of significant new knowledge.
