| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.913 | 0.936 |
|
Retracted Output
|
-0.381 | 0.771 |
|
Institutional Self-Citation
|
1.567 | 0.909 |
|
Discontinued Journals Output
|
0.304 | 0.157 |
|
Hyperauthored Output
|
-1.204 | -1.105 |
|
Leadership Impact Gap
|
0.644 | 0.081 |
|
Hyperprolific Authors
|
-0.862 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
2.197 | 0.966 |
Universite Abbes Laghrour Khenchela presents a profile of notable strengths in research governance alongside specific, recurring vulnerabilities. With a favorable overall integrity score of 0.185, the institution demonstrates exemplary control in fundamental areas, including an exceptionally low rate of retracted publications and a healthy avoidance of hyper-authorship and academic endogamy via institutional journals. These strengths provide a solid foundation for its recognized academic contributions, particularly in its highest-ranked fields according to SCImago Institutions Rankings data, such as Biochemistry, Genetics and Molecular Biology (where it ranks in the top 10 nationally), Physics and Astronomy, and Computer Science. However, a pattern of high exposure to systemic risks is evident; across five key indicators—including institutional self-citation, redundant output, and multiple affiliations—the university's risk metrics are consistently and significantly higher than the national average. Although mission-specific information was not available for this analysis, these risk factors could challenge the universal academic goals of excellence and social responsibility by creating perceptions of inflated impact or questionable research practices. To secure its reputation and the long-term value of its scientific output, the institution is encouraged to leverage its robust governance framework to develop targeted policies that mitigate these specific vulnerabilities and ensure its practices fully align with its demonstrated scientific potential.
The institution's Z-score of 1.913 is notably higher than the national average of 0.936. This result indicates that the university is more prone than its national peers to practices that generate this medium-risk signal. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's elevated rate suggests a higher exposure to the risk of strategic "affiliation shopping." This pattern warrants a review to ensure that all affiliations are substantive and not primarily used to artificially inflate institutional credit, thereby safeguarding the transparency of its collaborative footprint.
With a Z-score of -0.381, the institution demonstrates an exceptional record, standing in stark contrast to the national average of 0.771, which signals a medium level of risk. This finding suggests the university has effectively isolated itself from the integrity challenges observed elsewhere in the country. The near-absence of retractions points towards robust and effective pre-publication quality control mechanisms and responsible post-publication supervision. This performance is a clear indicator of a strong integrity culture, where methodological rigor and the prevention of malpractice are successfully prioritized, protecting the institution's scientific reputation.
The institution exhibits a Z-score of 1.567, which is considerably above the national average of 0.909. This shows a high degree of exposure to a risk that is already common within the national system. A certain level of self-citation is natural, but this disproportionately high rate signals a potential for scientific isolation or an academic "echo chamber." The value warns of a significant risk of endogamous impact inflation, suggesting that the institution's perceived academic influence may be more reliant on internal validation dynamics rather than broad recognition from the external scientific community.
The institution's Z-score of 0.304 is almost double the national average of 0.157, indicating a greater susceptibility to this particular risk factor. This elevated score is a critical alert regarding the due diligence applied in selecting publication venues. It suggests that a portion of the university's research is being channeled through outlets that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and points to an urgent need to enhance information literacy among its researchers to prevent the misallocation of resources into predatory or low-quality publishing.
The institution's Z-score of -1.204 is very low and consistent with the national benchmark of -1.105. This alignment demonstrates an absence of risk signals related to inflated author lists. The data suggests that the university's authorship practices are well-calibrated, appropriately reflecting large-scale collaboration in relevant fields without devolving into honorary or political authorship. This indicates a healthy culture of accountability and transparency in assigning credit for research contributions.
The institution's Z-score of 0.644 is significantly higher than the national average of 0.081, revealing a much wider gap between its overall publication impact and the impact of research where it holds a leadership role. This high value points to a greater institutional dependency on external partners for its scientific prestige, creating a potential sustainability risk. It suggests that a substantial portion of its measured excellence may be the result of strategic positioning in collaborations led by others, rather than a reflection of its own structural capacity for intellectual leadership, inviting a strategic review of its role in research partnerships.
With a Z-score of -0.862, the institution shows a low-level risk signal that diverges slightly from the national context, where the average score of -0.967 indicates a near-total absence of this activity. This subtle deviation suggests the emergence of authorship patterns at the university that are not yet visible nationally. While the signal is minor, it warrants proactive monitoring. The presence of hyperprolific authors, even at a low level, can be an early indicator of imbalances between quantity and quality, potentially pointing to risks like coercive authorship or other practices that prioritize metric inflation over the integrity of the scientific record.
The institution's Z-score of -0.268 is perfectly aligned with the national average, which is also -0.268. This synchrony reflects a shared environment of maximum scientific security in this area. The very low score indicates that the university, like its national peers, avoids over-reliance on its own journals for dissemination. This practice is a sign of institutional maturity, as it ensures that its research undergoes independent external peer review, thereby preventing conflicts of interest and academic endogamy while maximizing global visibility and competitive validation.
The institution's Z-score of 2.197 is more than double the national average of 0.966, signaling a very high exposure to this risk. This pronounced value is a strong alert for the practice of "salami slicing," where a single coherent study may be fragmented into multiple minimal publications to artificially inflate productivity metrics. Such a high rate of bibliographic overlap suggests that the institutional culture may be prioritizing volume over the generation of significant new knowledge, a practice that distorts the scientific evidence base and overburdens the peer-review system.