| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.300 | 0.936 |
|
Retracted Output
|
-0.259 | 0.771 |
|
Institutional Self-Citation
|
1.939 | 0.909 |
|
Discontinued Journals Output
|
0.239 | 0.157 |
|
Hyperauthored Output
|
-1.247 | -1.105 |
|
Leadership Impact Gap
|
1.292 | 0.081 |
|
Hyperprolific Authors
|
-1.413 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.779 | 0.966 |
Universite Ibn Khaldoun de Tiaret presents a robust scientific integrity profile, reflected in a very low overall risk score of 0.070. The institution demonstrates significant strengths and effective governance in key areas, particularly in maintaining very low rates of hyper-authored output, hyperprolific authors, and publication in its own institutional journals. However, a cluster of indicators at a medium-risk level requires strategic attention, including the rates of multiple affiliations, institutional self-citation, publication in discontinued journals, and a notable gap in impact between collaborative and institution-led research. These areas of vulnerability contrast with the university's clear thematic leadership, as evidenced by its SCImago Institutions Rankings data, where it holds top national positions in Veterinary (1st in Algeria), Agricultural and Biological Sciences (8th), Earth and Planetary Sciences (19th), and Mathematics (21st). While the institution's specific mission was not available for this analysis, any pursuit of academic excellence and social responsibility is intrinsically linked to scientific integrity. The identified medium-risk patterns, if left unaddressed, could undermine the credibility of its research and detract from its notable thematic strengths. By proactively addressing these vulnerabilities, the university can fortify its research ecosystem, ensuring its reputation for excellence is built upon a foundation of unimpeachable integrity and sustainable, independent research capacity.
The institution presents a Z-score of 1.300, a value higher than the national average of 0.936. Both the university and the country operate within a medium-risk context for this indicator, but the institution's heightened score suggests a greater exposure to the underlying drivers of this phenomenon. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review of internal policies. The data suggests that the institution may be more prone than its national peers to practices that could be perceived as strategic attempts to inflate institutional credit or “affiliation shopping,” a dynamic that requires careful monitoring to ensure all affiliations are substantive and transparent.
The institution demonstrates a low-risk profile with a Z-score of -0.259, which contrasts sharply with the medium-risk national average of 0.771. This positive divergence indicates a notable institutional resilience, suggesting that internal control mechanisms are effectively mitigating the systemic risks observed elsewhere in the country. A high rate of retractions can signal that quality control mechanisms prior to publication may be failing. In this case, the university's low score points to a healthy integrity culture and responsible supervision, where potential errors are likely managed effectively before they escalate, thereby protecting the institution's scientific record.
With a Z-score of 1.939, the institution's rate of self-citation is more than double the national average of 0.909, placing it in a position of high exposure within a shared medium-risk environment. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a significant risk of an 'echo chamber,' where the institution validates its own work without sufficient external scrutiny. This pattern warns of potential endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution's Z-score of 0.239 is higher than the national average of 0.157, indicating that while this is a medium-risk issue for the country as a whole, the university shows a greater propensity for this practice. This elevated rate constitutes a critical alert regarding the due diligence exercised in selecting dissemination channels. It suggests that a portion of the university's 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 points to an urgent need to enhance information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publications.
The institution shows an exceptionally low-risk profile with a Z-score of -1.247, performing better than the already low-risk national average of -1.105. This demonstrates a low-profile consistency, where the absence of risk signals aligns with, and even surpasses, the national standard. In fields outside of 'Big Science,' a high rate of hyper-authorship can indicate author list inflation, diluting individual accountability. The university's excellent score in this area suggests strong governance and a clear adherence to authorship norms, effectively distinguishing between necessary large-scale collaboration and questionable 'honorary' authorship practices.
The institution exhibits a Z-score of 1.292, a figure significantly higher than the national average of 0.081. Although both fall within the medium-risk category, the university's much wider gap indicates a high exposure to dependency on external collaborations for its scientific impact. A large positive gap suggests that while overall institutional impact is high, the impact of research led directly by the institution is comparatively low. This signals a potential sustainability risk, where scientific prestige may be largely exogenous and dependent on partners, rather than being built on structural, internal capacity. It invites a strategic reflection on fostering and promoting intellectual leadership from within the university.
With a Z-score of -1.413, the institution demonstrates a complete absence of risk signals, performing even better than the very low-risk national average of -0.967. This state of total operational silence indicates an exceptionally healthy research environment in this regard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or 'salami slicing.' The university's score confirms that its research culture effectively balances productivity with quality, prioritizing the integrity of the scientific record over the inflation of publication metrics.
The institution's Z-score of -0.268 is identical to the national average, with both positioned at a very low-risk level. This perfect alignment signifies an integrity synchrony with the national environment, reflecting a shared commitment to maximum scientific security in publication channels. Excessive dependence on in-house journals can raise conflicts of interest and bypass independent peer review. The university's very low score demonstrates that its scientific production is consistently submitted to external validation, ensuring its research has global visibility and is not channeled through internal 'fast tracks' that could compromise competitive standards.
The institution's Z-score for redundant output is 0.779, which, while indicating a medium risk, is notably lower than the national average of 0.966. This suggests a differentiated management approach, where the university is more effectively moderating a risk that appears to be a common challenge in the country. A high rate of bibliographic overlap can indicate 'salami slicing'—the practice of dividing a study into minimal publishable units to inflate productivity. The institution's better-than-average performance indicates a stronger focus on publishing significant, coherent studies over prioritizing publication volume, though continued vigilance is warranted.
