| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.650 | 0.936 |
|
Retracted Output
|
0.126 | 0.771 |
|
Institutional Self-Citation
|
1.057 | 0.909 |
|
Discontinued Journals Output
|
0.482 | 0.157 |
|
Hyperauthored Output
|
-1.233 | -1.105 |
|
Leadership Impact Gap
|
-0.528 | 0.081 |
|
Hyperprolific Authors
|
0.604 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.362 | 0.966 |
Universite Djillali Liabes de Sidi Bel Abbes presents a complex integrity profile, marked by clear areas of excellence in governance alongside significant vulnerabilities that mirror and, in some cases, amplify national trends. With an overall score of 0.466, the institution demonstrates robust control over authorship practices, showing very low risk in hyper-authorship and publication in institutional journals. However, a cluster of medium-risk indicators, particularly a higher-than-average rate of multiple affiliations, publication in discontinued journals, and hyperprolific authorship, signals a need for strategic intervention. These challenges coexist with notable academic strengths, as evidenced by SCImago Institutions Rankings data, where the university holds a leading national position in Earth and Planetary Sciences (#1 in Algeria) and strong rankings in Engineering (#4), Chemistry (#10), and Mathematics (#10). While a specific mission statement was not available, the identified risks—especially those suggesting a focus on publication volume over quality—could undermine any institutional commitment to research excellence and social responsibility. To secure its leadership in key disciplines, the university is advised to leverage its governance strengths to develop targeted policies that address its specific vulnerabilities, thereby ensuring its scientific output is both impactful and unimpeachably sound.
The institution presents a Z-score of 2.650, which is significantly higher than the national average of 0.936. Although both the institution and the country fall within a medium-risk category, this pronounced difference indicates that the university is more exposed to the dynamics driving this indicator. This suggests a greater institutional susceptibility to practices that could be aimed at inflating academic credit. While multiple affiliations are often legitimate, the high rate here warrants a closer examination to ensure that these are the result of genuine collaboration rather than strategic "affiliation shopping," which could dilute the institution's unique contribution and reputation.
With a Z-score of 0.126, the institution demonstrates a considerably lower rate of retracted publications compared to the national average of 0.771. This suggests a differentiated and more effective management of research quality. While the national context shows a medium level of risk, the university appears to successfully moderate this trend, indicating that its internal quality control and supervision mechanisms may be more robust than those of its national peers. This lower rate points towards a healthier integrity culture, where potential errors are likely identified and corrected before publication, mitigating the systemic vulnerabilities observed elsewhere in the country.
The institution's Z-score for self-citation is 1.057, slightly above the national average of 0.909. This alignment indicates that the university reflects a systemic pattern common at the national level, but its higher value suggests a greater exposure to this risk. A certain level of self-citation is natural, but this elevated rate warns of a potential tendency toward an academic 'echo chamber.' It suggests that the institution's work may be validated internally more often than it is by the global community, posing a risk of endogamous impact inflation where academic influence is oversized by internal dynamics rather than external scrutiny and recognition.
The university's Z-score of 0.482 is notably higher than the national average of 0.157, signaling a high institutional exposure to this risk. While the medium-risk level is a shared national pattern, the university is more prone to this issue. This constitutes a critical alert regarding due diligence in selecting dissemination channels. The score indicates that a significant portion of its 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 among its researchers to avoid channeling valuable resources into predatory or low-quality practices.
The institution demonstrates an exceptionally low-risk profile with a Z-score of -1.233, which is even more favorable than the low-risk national standard of -1.105. This absence of risk signals is a clear strength and aligns with a national context of responsible authorship. This result indicates that the university's authorship practices are well-governed and transparent, successfully avoiding the pitfalls of author list inflation. It reflects a culture where individual accountability is maintained, distinguishing legitimate large-scale collaboration from questionable "honorary" authorship practices.
With a Z-score of -0.528, the institution shows a low-risk profile that contrasts sharply with the medium-risk national average of 0.081. This demonstrates significant institutional resilience, as it effectively mitigates a systemic risk prevalent in the country. A negative score indicates that the impact of research led by the institution is stronger than its overall collaborative output. This is a powerful sign of genuine internal capacity and intellectual leadership, suggesting that the university's scientific prestige is structural and sustainable, rather than being dependent on the leadership of external partners.
The institution's Z-score of 0.604 places it at a medium-risk level, which constitutes a significant monitoring alert as it is highly unusual for the national standard, where the country's score is -0.967 (very low risk). This divergence requires a careful review of its causes. The presence of hyperprolific authors at the institution, in a national context where this phenomenon is virtually absent, raises concerns about potential imbalances between quantity and quality. This alert points to possible risks such as coercive authorship or data fragmentation, where metrics may be prioritized over the integrity of the scientific record, a dynamic that is anomalous within its environment.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony within an environment of maximum scientific security. This total alignment on a very low-risk indicator is a testament to the university's commitment to external validation and global visibility. By avoiding over-reliance on its own journals, the institution effectively mitigates conflicts of interest and the risk of academic endogamy. This ensures its scientific production consistently undergoes independent external peer review, reinforcing the credibility and competitiveness of its research on an international scale.
The university's Z-score of 1.362 is higher than the national average of 0.966, indicating a high exposure to this risk factor. Although both operate within a medium-risk context, the institution is more prone to showing signals of this practice. This elevated rate of massive bibliographic overlap between publications alerts to a potential tendency to fragment coherent studies into "minimal publishable units" to artificially inflate productivity metrics. This practice, known as 'salami slicing,' not only overburdens the peer-review system but also distorts the scientific evidence base, prioritizing publication volume over the generation of significant new knowledge.
