| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.255 | 0.936 |
|
Retracted Output
|
-0.456 | 0.771 |
|
Institutional Self-Citation
|
1.055 | 0.909 |
|
Discontinued Journals Output
|
0.211 | 0.157 |
|
Hyperauthored Output
|
-0.820 | -1.105 |
|
Leadership Impact Gap
|
1.460 | 0.081 |
|
Hyperprolific Authors
|
-0.719 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
2.020 | 0.966 |
Universite Ferhat Abbas de Setif presents a balanced integrity profile, marked by significant strengths in research quality control but also notable vulnerabilities in publication strategy and impact dependency. With an overall risk score of 0.018, the institution demonstrates a commendable performance in areas such as its exceptionally low rate of retracted publications, which stands in stark contrast to the national trend, suggesting robust internal review mechanisms. However, this is counterbalanced by medium-risk indicators related to redundant publications, institutional self-citation, and a dependency on external collaborations for scientific impact, all of which exceed national averages. These challenges require strategic attention, as they could undermine the university's mission to foster genuine "economic, social and cultural development" through "technology transfer." According to SCImago Institutions Rankings data, the university holds a leadership position within Algeria, particularly in key areas like Agricultural and Biological Sciences (ranked #1), Computer Science (#2), Medicine (#2), and Engineering (#3). To ensure these thematic strengths translate into sustainable, self-driven development as per its mission, it is crucial to align publication practices with the principles of scientific excellence and social responsibility. By leveraging its proven capacity for quality control, the university can develop targeted policies that mitigate these risks, thereby safeguarding its reputation and enhancing its role as a true engine of regional progress.
The institution's Z-score of 0.255 is notably lower than the national average of 0.936. This indicates a more controlled approach to a practice that is common within the national scientific system. While multiple affiliations can arise from legitimate collaborations, their prevalence at the national level suggests a systemic trend. The university, however, demonstrates differentiated management, moderating this behavior more effectively than its peers. This proactive stance reduces the risk of strategic "affiliation shopping" and ensures that institutional credit is claimed with greater precision, reflecting a more rigorous governance of academic partnerships.
With a Z-score of -0.456, the institution displays a virtual absence of risk signals, in sharp contrast to the country's medium-risk score of 0.771. This demonstrates a clear preventive isolation, where the university does not replicate the risk dynamics observed in its environment. A high rate of retractions can suggest systemic failures in quality control prior to publication. The university's excellent result indicates that its supervision, peer review, and methodological rigor are functioning as a successful firewall against the integrity vulnerabilities present at the national level, showcasing a strong and responsible institutional culture.
The institution's Z-score of 1.055 is higher than the national average of 0.909, signaling high exposure to this particular risk. This suggests the university is more prone than its national peers to developing scientific 'echo chambers.' While a certain level of self-citation is natural, a disproportionately high rate can indicate that the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global community. This pattern warns of potential endogamous impact inflation and a need to foster greater external engagement and scrutiny.
The institution's Z-score of 0.211 is slightly above the national average of 0.157, indicating a higher exposure to this risk factor. This suggests that the university's researchers are more likely than their national counterparts to select dissemination channels that do not meet international ethical or quality standards. A high proportion of publications in such journals is a critical alert regarding due diligence, exposing the institution to severe reputational damage. This vulnerability points to an urgent need for improved information literacy and guidance to prevent the channeling of valuable research into 'predatory' or low-quality outlets.
The institution's Z-score of -0.820, while in the low-risk category, is higher than the country's score of -1.105. This subtle difference points to an incipient vulnerability. Although not a current problem, the data suggests that practices related to author list inflation may be emerging at the institution with slightly greater frequency than the national norm. This serves as a signal for proactive monitoring to ensure that authorship practices remain transparent and accountable, distinguishing clearly between necessary large-scale collaboration and the potential for 'honorary' authorship.
The institution exhibits a Z-score of 1.460, significantly higher than the national average of 0.081. This high exposure indicates that the university is far more prone to the risk of dependent impact than its peers. A wide positive gap suggests that while overall institutional impact may be high, it is heavily reliant on collaborations where external partners provide the intellectual leadership. This signals a critical sustainability risk, questioning whether the university's prestige is built on genuine internal capacity or strategic positioning in others' projects. This finding directly challenges the mission of leading technology transfer, as it suggests an exogenous, rather than structural, source of excellence.
The institution shows a Z-score of -0.719, corresponding to a low-risk level, whereas the national context registers a very low-risk score of -0.967. This slight divergence indicates that the university is beginning to show signals of risk activity that are largely absent in the rest of the country. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator serves as a monitoring alert to investigate the drivers behind this productivity and ensure it does not stem from imbalances between quantity and quality, such as coercive authorship or other practices 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 in this area. Both the university and the country as a whole demonstrate a very low reliance on their own journals for publication. This alignment with an environment of maximum scientific security is a significant strength, as it shows that the institution avoids the potential conflicts of interest and academic endogamy that can arise from acting as both judge and party in the scientific validation process. This practice ensures that its research undergoes independent external peer review, enhancing its global credibility.
With a Z-score of 2.020, the institution's rate of redundant output is substantially higher than the national average of 0.966. This indicates a high exposure to this risk, suggesting the university is much more prone to data fragmentation practices than its environment. Massive bibliographic overlap between publications is a strong indicator of 'salami slicing,' where a single study is divided into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the scientific evidence but also overburdens the review system, prioritizing volume over the generation of significant new knowledge.
