| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.925 | 0.936 |
|
Retracted Output
|
-0.428 | 0.771 |
|
Institutional Self-Citation
|
0.907 | 0.909 |
|
Discontinued Journals Output
|
0.093 | 0.157 |
|
Hyperauthored Output
|
-1.189 | -1.105 |
|
Leadership Impact Gap
|
3.392 | 0.081 |
|
Hyperprolific Authors
|
-0.612 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.558 | 0.966 |
Universite d'Ain Temouchent presents a complex scientific integrity profile, marked by areas of exceptional governance alongside critical vulnerabilities that require immediate strategic intervention. With an overall risk score of 0.278, the institution's primary challenges lie in a significant rate of multiple affiliations and a notable dependency on external partners for research impact. These weaknesses contrast sharply with its strengths, which include robust pre-publication quality controls, transparent authorship practices, and a commendable reliance on external peer review. The university demonstrates national leadership in several key disciplines, as evidenced by its SCImago Institutions Rankings, particularly its #1 position in Algeria for Economics, Econometrics and Finance, and strong standings in Environmental Science (#6) and Mathematics (#17). As the institution's mission statement was not available for this analysis, we refer to the universal academic goals of excellence and integrity. The identified high-risk indicators, especially the gap in research leadership impact, directly challenge the narrative of structural excellence and could undermine the credibility of its thematic strengths. To secure its reputation and build sustainable research capacity, the university is advised to urgently address these integrity vulnerabilities, transforming them into opportunities to foster genuine intellectual leadership and reinforce its position as a national academic benchmark.
The institution exhibits a significant risk with a Z-score of 2.925, a figure that dramatically surpasses the national medium-risk average of 0.936. This disparity indicates that the university is not merely reflecting a national trend but is actively amplifying a systemic vulnerability. While multiple affiliations can be a legitimate outcome of collaboration, this disproportionately high rate constitutes a critical alert. It strongly suggests a potential systemic pattern of strategic "affiliation shopping" aimed at inflating institutional credit, a practice that can distort the university's perceived contribution to the scientific landscape and requires immediate review to ensure transparency and ethical representation.
The university demonstrates exceptional performance in this area, with a Z-score of -0.428, positioning it as a model of preventive control within a national context that shows a medium risk (0.771). This result suggests the institution has successfully isolated itself from the risk dynamics observed elsewhere in the country. A high rate of retractions can signal systemic failures in quality control, but this very low score indicates the opposite: the university's pre-publication review and supervision mechanisms appear to be highly effective. This is a clear sign of a robust integrity culture that prioritizes methodological rigor and responsible research conduct, preventing the types of errors or malpractice that lead to retractions.
With a Z-score of 0.907, the institution's rate of self-citation is nearly identical to the national average of 0.909. This close alignment suggests that the university's behavior is not an institutional anomaly but rather reflects a systemic pattern of citation practices shared across the country. A certain level of self-citation is natural, but this moderate-risk value serves as a caution against potential scientific isolation. It warns of the risk of creating 'echo chambers' where work is validated internally without sufficient external scrutiny, potentially leading to an endogamous inflation of impact that may not be recognized by the global scientific community.
The institution's Z-score of 0.093, while indicating a medium risk, is notably lower than the national average of 0.157. This suggests a differentiated management approach where the university, despite operating in a risk-prone environment, exercises more effective control than its national peers. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The institution's more moderate score indicates a better, though not yet perfect, process for avoiding predatory or low-quality journals, thereby mitigating some of the severe reputational risks associated with these practices.
The institution maintains a very low-risk profile with a Z-score of -1.189, which is consistent with and even slightly better than the low-risk national standard (-1.105). This absence of risk signals demonstrates a healthy and responsible approach to authorship. The data confirms that the university's practices are well-aligned with disciplinary norms, effectively avoiding issues such as author list inflation or the inclusion of 'honorary' authors. This reflects a culture of transparency and clear individual accountability in its collaborative research endeavors.
This indicator represents a critical vulnerability for the institution, with a Z-score of 3.392 that drastically exceeds the national medium-risk average of 0.081. This result shows a severe accentuation of a national issue, pointing to a significant dependency on external collaborators for impact. The extremely wide positive gap suggests that while the university participates in high-impact research, its own intellectual leadership in these projects is minimal. This signals a serious sustainability risk, where scientific prestige is exogenous and not a reflection of structural, internal capacity. It calls for an urgent strategic review to determine how to build and showcase genuine internal research excellence.
The institution registers a Z-score of -0.612, indicating a low-level risk that diverges slightly from the national context, which shows virtually no risk (-0.967). This finding suggests the emergence of isolated signals of hyperprolific activity that are not present in the rest of the country. While high productivity can be legitimate, extreme publication volumes can challenge the limits of meaningful intellectual contribution. This slight divergence serves as an early warning to monitor for potential imbalances between quantity and quality, and to ensure that authorship is always tied to real participation, thereby safeguarding the integrity of the scientific record.
With a Z-score of -0.268, identical to the national average, the institution demonstrates perfect alignment with a secure national environment. This integrity synchrony signifies a robust and healthy publication strategy. The very low score confirms that the university avoids the risks of academic endogamy and potential conflicts of interest by not relying on in-house journals for dissemination. This practice ensures that its scientific output consistently undergoes independent, external peer review, which is essential for achieving global visibility and competitive validation.
The institution's Z-score for redundant output is 0.558, a figure that, while in the medium-risk category, is considerably lower than the national average of 0.966. This indicates a more effective management of publication practices compared to its national peers. The data suggests that the university is better at moderating the practice of 'salami slicing'—artificially dividing studies into minimal units to inflate publication counts. Although the risk is not entirely eliminated, this differentiated performance points to a stronger institutional emphasis on producing coherent, significant contributions to knowledge over simply maximizing output volume.
