| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.389 | 0.936 |
|
Retracted Output
|
-0.165 | 0.771 |
|
Institutional Self-Citation
|
0.562 | 0.909 |
|
Discontinued Journals Output
|
0.275 | 0.157 |
|
Hyperauthored Output
|
-1.268 | -1.105 |
|
Leadership Impact Gap
|
0.498 | 0.081 |
|
Hyperprolific Authors
|
-1.413 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.160 | 0.966 |
Universite 8 mai 1945 Guelma presents a balanced scientific integrity profile, with an overall risk score of -0.042 that reflects a combination of exceptional strengths and specific areas requiring strategic attention. The institution demonstrates robust internal governance in areas of individual authorship and quality control, showing very low risk in hyper-prolific authorship, hyper-authorship, and output in institutional journals, and successfully mitigating risks of retractions and redundant publications. However, a medium risk level is observed in practices related to multiple affiliations, publication in discontinued journals, and a notable gap between its overall impact and the impact of its self-led research, suggesting vulnerabilities in strategic positioning and partner selection. This profile is set against a backdrop of clear thematic leadership, with the university ranking first in Algeria in the SCImago Institutions Rankings for Computer Science, Energy, Engineering, Mathematics, and Social Sciences. While a specific mission statement was not available for analysis, these identified risks—particularly the reliance on external partners for impact and exposure to low-quality publication channels—could undermine the long-term sustainability of this academic excellence. To ensure its leadership is built on a solid and autonomous foundation, the institution is encouraged to leverage its strong internal integrity controls to develop more rigorous policies for collaboration and publication strategies, thereby safeguarding its reputation and its contribution to society.
The institution's Z-score for this indicator is 1.389, while the national average is 0.936. This indicates that the university is more exposed to this risk than its national peers, reflecting a pattern of shared practices within the country but with greater intensity at the institutional level. While multiple affiliations can be a legitimate outcome of valuable collaborations, the institution's higher rate signals a potential overreliance on this practice. This elevated value warrants a review to ensure that affiliations are driven by genuine scientific partnership rather than strategic attempts to inflate institutional credit or "affiliation shopping," which could dilute the university's unique brand and contribution.
With a Z-score of -0.165, the institution demonstrates a low risk of retracted publications, a notable achievement when compared to the country's medium-risk score of 0.771. This suggests a high degree of institutional resilience, where internal quality control mechanisms appear to be effectively mitigating the systemic risks present in the national environment. This low rate indicates that the university's pre-publication review processes are robust, preventing the kind of recurring malpractice or lack of methodological rigor that can lead to systemic failures. It reflects a healthy integrity culture where responsible supervision and the honest correction of errors are likely prioritized.
The institution shows a Z-score of 0.562, which is considerably lower than the national average of 0.909. This demonstrates a differentiated and more effective management of this particular risk compared to the national trend. A certain level of self-citation is natural, but the university's ability to keep this rate below the country average suggests it is successfully avoiding the "echo chambers" that can arise from excessive self-validation. This healthier citation pattern indicates that the institution's academic influence is less reliant on internal dynamics and more integrated with the global scientific community, fostering external scrutiny and recognition.
The university's Z-score of 0.275 is higher than the national average of 0.157, indicating a greater institutional exposure to this risk. This suggests that, within a national context where this is already a moderate concern, the institution is more prone to channeling its research into precarious publication venues. A high proportion of output in journals that fail to meet international ethical or quality standards constitutes a critical alert. This pattern suggests an urgent need to improve due diligence and information literacy among researchers to avoid wasting resources and exposing the institution to severe reputational damage associated with 'predatory' practices.
The institution presents a Z-score of -1.268, which signals a very low risk and is consistent with the low-risk national context (Z-score of -1.105). This absence of risk signals aligns with the national standard, indicating that the university's authorship practices are transparent and accountable. The data suggests that, unlike institutions where author lists may be inflated through 'honorary' or political practices, this university maintains clear standards that appropriately reflect individual contributions, thereby reinforcing the integrity and accountability of its research output.
With a Z-score of 0.498, the institution displays a significantly wider impact gap than the national average of 0.081. This high exposure to risk suggests that the university is more prone than its peers to a dependency on external partners for achieving high-impact research. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a critical sustainability risk. It invites reflection on whether the institution's prestige is derived from its own structural capacity or from a strategic positioning in collaborations where it does not exercise primary intellectual leadership, potentially making its high-impact status fragile and exogenous.
The institution's Z-score of -1.413 is exceptionally low, falling even below the country's very low average of -0.967. This signifies a state of total operational silence regarding this risk, indicating an environment free from the pressures that lead to extreme publication volumes. This absence of hyperprolificacy suggests a healthy institutional culture that prioritizes quality over quantity, effectively preventing practices like coercive authorship or authorship assignment without meaningful participation. It reflects a strong commitment to ensuring that the scientific record is built on genuine and substantial intellectual contributions.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony with its environment. This complete alignment in a very low-risk context demonstrates that the university is not reliant on its own journals for publication. This practice is a strong indicator of academic health, as it shows that the institution's research consistently undergoes independent external peer review rather than potentially bypassing it through internal channels. This avoids conflicts of interest and ensures that its scientific output is validated competitively on a global stage, enhancing its visibility and credibility.
The institution has a low-risk Z-score of -0.160, which contrasts favorably with the country's medium-risk average of 0.966. This difference points to significant institutional resilience, where internal policies or academic norms appear to be successfully mitigating a risk that is more prevalent at the national level. The low score suggests that the university fosters a research culture that discourages data fragmentation or 'salami slicing'—the practice of dividing a single study into multiple minimal publications. This commitment to presenting coherent, significant findings protects the integrity of the scientific record and avoids overburdening the peer-review system.
