| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.771 | 0.936 |
|
Retracted Output
|
-0.324 | 0.771 |
|
Institutional Self-Citation
|
1.084 | 0.909 |
|
Discontinued Journals Output
|
0.269 | 0.157 |
|
Hyperauthored Output
|
-1.245 | -1.105 |
|
Leadership Impact Gap
|
-0.066 | 0.081 |
|
Hyperprolific Authors
|
-1.076 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.104 | 0.966 |
Universite Ziane Achour de Djelfa presents a balanced scientific integrity profile, with an overall risk score of -0.057 that indicates general alignment with expected research practices. The institution demonstrates significant strengths in authorship standards, evidenced by very low risk signals for Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals. These areas suggest a robust culture of accountability and a commitment to external validation. However, areas requiring strategic attention include a higher-than-average propensity for Institutional Self-Citation, publication in Discontinued Journals, and Redundant Output (Salami Slicing). The institution's strongest research areas, according to SCImago Institutions Rankings data, include Earth and Planetary Sciences, Energy, and Physics and Astronomy. As the institution's specific mission statement was not available for this analysis, it is assessed against the universal academic goals of excellence and social responsibility. The identified medium-risk indicators could potentially undermine these goals by creating a perception of inflated impact and productivity, which contradicts the principles of transparent and rigorous science. A proactive approach to reinforcing publication and citation policies will be crucial to safeguarding the institution's reputation and ensuring its strong thematic contributions are built on a foundation of unquestionable integrity.
The institution's Z-score for this indicator is 0.771, which is below the national average of 0.936. This suggests that while the university operates within a national context where multiple affiliations are common, it demonstrates more effective management and moderation of this practice than its peers. Although multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's more controlled profile indicates a healthier approach, reducing the risk of "affiliation shopping" and ensuring that institutional credit is claimed in a more transparent and justifiable manner.
With a Z-score of -0.324, the institution shows a very low rate of retracted publications, which contrasts sharply with the medium-risk national average of 0.771. This positive divergence highlights the effectiveness of the university's internal quality control mechanisms. A high rate of retractions can suggest systemic failures in pre-publication review or recurring malpractice. The institution's excellent performance in this area demonstrates institutional resilience, acting as a safeguard against the broader risks present in the national environment and signaling a strong culture of methodological rigor and responsible supervision.
The institution's Z-score of 1.084 is above the national average of 0.909, indicating a higher exposure to risks associated with this practice. While a certain level of self-citation is natural, disproportionately high rates can signal concerning scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This elevated score warns of a potential for 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, a trend that warrants closer review.
The university's Z-score of 0.269 is higher than the national average of 0.157, pointing to a greater institutional vulnerability in the selection of publication venues. This constitutes a critical alert regarding due diligence, as a high proportion of output in such journals indicates that research is being channeled through media that may not meet international ethical or quality standards. This pattern exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -1.245, the institution shows a very low incidence of hyper-authored publications, consistent with the low-risk national environment (Z-score of -1.105). This absence of risk signals is a positive indicator of transparent and accountable authorship practices. It suggests that author lists are not being artificially inflated and that credit is assigned in a manner that reflects genuine intellectual contribution, thereby avoiding the dilution of individual responsibility often associated with honorary or political authorship practices.
The institution's Z-score of -0.066 signifies a low and healthy gap, which is a sign of strength compared to the national average of 0.081. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own structural capacity. This university's balanced score suggests it is building sustainable, endogenous research excellence. This indicates that its scientific prestige results from real internal capacity and intellectual leadership, demonstrating resilience against the national trend of potential impact dependency.
The institution's Z-score of -1.076 is exceptionally low, even when compared to the very low national average of -0.967. This total operational silence indicates a complete absence of risk signals related to extreme individual publication volumes. This is a strong sign of a healthy research environment where quality is prioritized over quantity. It suggests the institution is free from dynamics such as coercive authorship or the assignment of credit without real participation, thereby reinforcing the integrity of its scientific record.
The institution's Z-score of -0.268 is identical to the national average, with both at a very low risk level. This perfect synchrony demonstrates a strong alignment with an environment of maximum scientific security. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and academic endogamy. This commitment to external, independent peer review ensures its scientific production is validated competitively by the global community, which is essential for building international visibility and credibility.
With a Z-score of 1.104, the institution shows a higher propensity for redundant publications than the national average of 0.966. This elevated risk level alerts to the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. This dynamic, often called 'salami slicing,' can distort the available scientific evidence and overburden the peer-review system. It is a key area for review to ensure that the institution promotes the publication of significant, new knowledge over sheer volume.
