| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.111 | 0.936 |
|
Retracted Output
|
-0.287 | 0.771 |
|
Institutional Self-Citation
|
0.453 | 0.909 |
|
Discontinued Journals Output
|
0.153 | 0.157 |
|
Hyperauthored Output
|
-1.231 | -1.105 |
|
Leadership Impact Gap
|
0.320 | 0.081 |
|
Hyperprolific Authors
|
-1.413 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.680 | 0.966 |
Universite de Batna 2 presents a balanced integrity profile, with an overall score of -0.151 reflecting a combination of significant strengths and specific areas requiring strategic attention. The institution demonstrates robust control over individual authorship practices, showing exceptionally low risk in hyper-prolificacy, hyper-authorship, and output in institutional journals, indicating a healthy culture of accountability and external validation. However, moderate risks emerge in publication strategies, particularly a high exposure to redundant output (salami slicing) and a notable gap between its overall impact and the impact of research where it holds leadership, suggesting a dependency on external collaborations. According to SCImago Institutions Rankings data, the university's strongest national positions are in Business, Management and Accounting (ranked 6th in Algeria) and Pharmacology, Toxicology and Pharmaceutics (ranked 8th in Algeria). While the institution's formal mission was not available for this analysis, the identified risks—especially those related to research fragmentation and impact dependency—could challenge the core objectives of academic excellence and social responsibility common to higher education. To fully realize its potential, the university should leverage its strong governance in authorship to implement clearer guidelines on publication quality and originality, thereby ensuring its research contributions are not only numerous but also structurally sound and intellectually independent.
The institution shows a more controlled approach to multiple affiliations than the national trend. While such affiliations are often a legitimate result of researcher mobility or partnerships, the university's moderate Z-score of 0.111, significantly lower than the national average of 0.936, suggests effective management of this practice. This indicates that the institution is successfully moderating a risk that appears more common across the country, avoiding disproportionately high rates that can signal strategic attempts to inflate institutional credit or “affiliation shopping.”
The university demonstrates strong institutional resilience against the systemic risks observed nationally. With a low-risk Z-score of -0.287, in stark contrast to the country's medium-risk average of 0.771, it is clear that the institution's quality control mechanisms are effectively mitigating the factors leading to retractions elsewhere. This suggests that supervision and methodological rigor are robust, preventing the kind of recurring malpractice or systemic failures that a higher rate would imply, where retractions would point to a vulnerability in the integrity culture.
The institution manages its internal citation practices with greater moderation than its national peers. The university's Z-score of 0.453, while in the medium-risk band, is notably lower than the country's average of 0.909. This suggests a differentiated approach that, while showing some tendency towards internal validation, avoids the more pronounced national pattern. A certain level of self-citation is natural, reflecting the continuity of research lines, but the university's relative control helps mitigate the risk of creating 'echo chambers' and ensures its academic influence is less likely to be oversized by internal dynamics alone.
The institution's publication behavior in discontinued journals mirrors a broader systemic pattern seen across the country. With a Z-score of 0.153, almost identical to the national average of 0.157, the risk level reflects shared practices or environmental factors. This alignment constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates that a portion of scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting a shared, urgent need for improved information literacy to avoid 'predatory' practices.
The university exhibits an exemplary low-risk profile in hyper-authorship, aligning with and even improving upon the national standard. The institution's Z-score of -1.231 is in the very low-risk category, compared to the country's low-risk score of -1.105. This absence of risk signals indicates that authorship practices are well-governed and transparent. It confirms that the institution successfully distinguishes between necessary massive collaboration and problematic 'honorary' or political authorship practices, ensuring that author lists accurately reflect meaningful contributions and individual accountability is maintained.
The institution shows a higher exposure to impact dependency compared to the national average. Its Z-score of 0.320 is significantly greater than the country's score of 0.081, highlighting a more pronounced gap where its global impact is not matched by the impact of research it leads. This signals a potential sustainability risk, suggesting that a significant portion of its scientific prestige may be dependent and exogenous, rather than structural. This finding invites a strategic reflection on whether its high-impact metrics result from genuine internal capacity or from a positioning in collaborations where the institution does not exercise primary intellectual leadership.
In the area of author productivity, the institution demonstrates total operational silence, with an absence of risk signals that is even more pronounced than the national average. The Z-score of -1.413 is significantly lower than the country's already very low-risk score of -0.967. This indicates an exceptionally healthy balance between quantity and quality, free from the pressures that can lead to coercive authorship or the assignment of authorship without real participation. The data confirms that the university's culture prioritizes the integrity of the scientific record over the simple inflation of publication metrics.
The university is in perfect synchrony with a national environment of maximum scientific security regarding the use of institutional journals. Its Z-score of -0.268 is identical to the country's average, both falling in the very low-risk category. This total alignment demonstrates a strong commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the institution effectively mitigates conflicts of interest and ensures its scientific production consistently undergoes independent external peer review, reinforcing the credibility and competitiveness of its research.
The university displays a high exposure to the risk of redundant publications, a vulnerability that is more pronounced than in the national context. With a Z-score of 1.680, substantially higher than the country's average of 0.966, there is a clear alert for the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This massive bibliographic overlap, often termed 'salami slicing,' not only distorts the available scientific evidence but also overburdens the review system. This finding points to an urgent need to reinforce policies that prioritize the publication of significant new knowledge over sheer volume.
