| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.260 | 0.936 |
|
Retracted Output
|
-0.334 | 0.771 |
|
Institutional Self-Citation
|
0.291 | 0.909 |
|
Discontinued Journals Output
|
0.482 | 0.157 |
|
Hyperauthored Output
|
-1.264 | -1.105 |
|
Leadership Impact Gap
|
1.475 | 0.081 |
|
Hyperprolific Authors
|
-1.413 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.225 | 0.966 |
Universite Chadli Bendjedid El Tarf presents a balanced scientific integrity profile, with an overall score of -0.010 that indicates a state of equilibrium between areas of strength and vulnerabilities requiring attention. The institution demonstrates significant robustness in key areas of research practice, showing very low risk in hyper-prolific authorship, hyper-authorship, and output in institutional journals, alongside a low rate of retracted publications. These strengths suggest a solid foundation in individual author conduct and internal publication controls. However, this is counterbalanced by medium-risk signals in multiple affiliations, institutional self-citation, publication in discontinued journals, and a notable gap between its overall impact and the impact of its self-led research. According to SCImago Institutions Rankings data, the university has a notable presence in fields such as Agricultural and Biological Sciences, Chemistry, Environmental Science, and Veterinary. While the institution's specific mission was not available for this analysis, the identified medium-risk indicators could challenge the universal academic goals of achieving research excellence and fulfilling social responsibility, as they touch upon issues of transparency, external validation, and sustainable scientific leadership. A strategic focus on mitigating these specific vulnerabilities would be a powerful step towards consolidating a profile of comprehensive scientific integrity and maximizing the impact of its core research areas.
The institution presents a Z-score of 1.260, which is higher than the national average of 0.936. This indicates that the university is more prone to showing alert signals in this area than its national peers, reflecting a high exposure to this particular risk. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's comparatively high rate suggests a need to review collaboration policies to ensure they are not inadvertently encouraging strategic attempts to inflate institutional credit or "affiliation shopping," where affiliations are sought primarily for metric enhancement rather than substantive scientific contribution.
With a Z-score of -0.334, the institution demonstrates a low-risk profile that contrasts sharply with the medium-risk national average of 0.771. This suggests a notable degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating systemic risks present in the wider environment. Retractions are complex events, but the university's ability to maintain a low rate indicates that its quality control and supervision mechanisms prior to publication are functioning effectively, protecting it from the recurring malpractice or lack of methodological rigor that may be affecting its peers.
The institution's Z-score for this indicator is 0.291, a medium-risk value that is considerably lower than the national average of 0.909. This points to a differentiated management approach, where the university successfully moderates a risk that is more common across the country. A certain level of self-citation is natural, but disproportionately high rates can signal scientific isolation. By maintaining a lower rate than its peers, the institution demonstrates a healthier balance, reducing the risk of creating 'echo chambers' and ensuring its academic influence is validated by the global community, not just inflated by internal dynamics.
The university's Z-score of 0.482 is significantly higher than the national average of 0.157, placing it in a position of high exposure to this risk. This elevated rate constitutes a critical alert regarding the due diligence exercised in selecting publication venues. It indicates that a significant portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality journals.
The institution's Z-score of -1.264 signifies a very low risk, which is consistent with the low-risk national context (-1.105). This low-profile consistency demonstrates that the absence of risk signals in this area aligns with the national standard. It suggests that authorship practices at the institution are generally transparent and accountable, effectively distinguishing between necessary large-scale collaboration and potentially problematic 'honorary' or political authorship, thereby upholding the integrity of its research contributions.
The institution exhibits a medium-risk Z-score of 1.475, which is substantially higher than the national average of 0.081. This high exposure suggests that the university is more prone to this specific vulnerability. The wide positive gap indicates a potential sustainability risk, where the institution's overall scientific prestige may be overly dependent on external partners rather than its own structural capacity. This invites a strategic reflection on whether its high-impact metrics stem from genuine internal capabilities or from a positioning in collaborations where it does not exercise primary intellectual leadership.
With a Z-score of -1.413, the institution demonstrates a complete absence of risk signals, performing even better than the very low national average of -0.967. This total operational silence indicates that authorship is well-distributed and individual publication volumes remain within reasonable and credible limits. This healthy balance between productivity and quality suggests an environment free from the pressures that can lead to coercive authorship or the artificial inflation of publication counts, reinforcing the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, indicating perfect integrity synchrony and total alignment with an environment of maximum scientific security on this metric. This very low risk level shows that the university avoids over-reliance on its in-house journals for publication. By doing so, it effectively sidesteps potential conflicts of interest and academic endogamy, ensuring its research undergoes independent external peer review and achieves validation and visibility within the global scientific community.
The institution's medium-risk Z-score of 0.225 is significantly lower than the national average of 0.966, demonstrating differentiated management of a risk that is more pronounced across the country. While any signal warrants attention, the university's ability to moderate this practice suggests a stronger institutional focus on publishing significant, coherent studies rather than fragmenting research into 'minimal publishable units' to artificially inflate productivity. This approach better serves the scientific community by prioritizing substantive new knowledge over volume.
