Universite Abdelhamid Mehri Constantine 2

EXECUTIVE SUMMARY AND STRATEGIC VISION

Universite Abdelhamid Mehri Constantine 2 presents a balanced integrity profile, with an overall score of -0.190 that indicates performance closely aligned with the global average. The institution demonstrates exceptional strengths in areas promoting individual accountability and intellectual leadership, showing very low risk in Hyper-Authored Output, Hyperprolific Authors, and the gap between its total and led-research impact. These positive signals are counterbalanced by medium-risk indicators in publication practices, specifically a high rate of Redundant Output (Salami Slicing) and publication in Discontinued Journals. The institution's academic performance shows notable strengths in specific thematic areas such as Computer Science and Mathematics, as evidenced by its national standing in the SCImago Institutions Rankings. While the institution's specific mission statement was not available for this analysis, the identified risks, particularly those related to publication ethics, could challenge core academic values of excellence and social responsibility by potentially compromising the quality and reliability of its scientific contributions. A strategic focus on reinforcing publication guidelines and enhancing researcher training would address these vulnerabilities, solidifying the institution's strong foundation and advancing its commitment to scientific integrity.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.246, which is below the national average of 0.936. This suggests a differentiated management approach where the university effectively moderates the risk of excessive multiple affiliations, a practice more common at the national level. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. By maintaining a lower rate than its national peers, the institution demonstrates better control over this dynamic, ensuring that affiliations are more likely to represent genuine collaboration rather than "affiliation shopping," thereby safeguarding the clarity and integrity of its institutional contributions.

Rate of Retracted Output

With a Z-score of -0.212, the institution shows a low-risk profile, contrasting sharply with the medium-risk national average of 0.771. This indicates a notable degree of institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks observed across the country. A high rate of retractions can suggest that quality control mechanisms prior to publication may be failing. The university's low score in this area is a positive sign of responsible supervision and a robust integrity culture, suggesting that its pre-publication review processes are effective in preventing the kind of recurring malpractice or lack of methodological rigor that may be more prevalent elsewhere in the national system.

Rate of Institutional Self-Citation

The institution's Z-score of -0.502 places it in the low-risk category, well below the country's medium-risk average of 0.909. This demonstrates strong institutional resilience, indicating that the university avoids the systemic trend of high self-citation seen nationally. While some self-citation is natural, high rates can signal scientific isolation or 'echo chambers'. The university's low score suggests its research is validated through sufficient external scrutiny rather than internal dynamics, mitigating the risk of endogamous impact inflation and confirming that its academic influence is earned through recognition by the global scientific community.

Rate of Output in Discontinued Journals

The institution exhibits a Z-score of 0.463, which is higher than the national average of 0.157, though both fall within the medium-risk category. This indicates a high level of exposure, suggesting the institution is more prone than its national peers to publishing in questionable outlets. This is a critical alert regarding due diligence in selecting dissemination channels, as a high proportion of output in discontinued journals indicates that research is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality publications.

Rate of Hyper-Authored Output

With a Z-score of -1.401, the institution demonstrates a very low-risk profile, which is consistent with the low-risk national standard (-1.105). This absence of risk signals indicates a healthy alignment with national practices regarding authorship. Outside of "Big Science" contexts, high rates of hyper-authorship can indicate author list inflation, diluting individual accountability. The institution's very low score suggests that its authorship practices are transparent and appropriate for its disciplinary focus, effectively avoiding the pressure for 'honorary' or political authorships and reinforcing a culture of meaningful contribution.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of -1.329 is in the very low-risk category, representing a significant and positive divergence from the medium-risk national average of 0.081. This signals a state of preventive isolation, where the university does not replicate the risk dynamics of research dependency observed in its environment. A wide positive gap can suggest that scientific prestige is dependent on external partners rather than internal capacity. The institution's negative score indicates the opposite: the impact of research it leads is strong, demonstrating structural and sustainable internal capacity. This reflects a high degree of intellectual leadership and self-sufficiency, a key marker of a mature and robust research ecosystem.

Rate of Hyperprolific Authors

The institution records an exceptionally low Z-score of -1.413, even lower than the country's very low-risk average of -0.967. This indicates a state of total operational silence regarding this risk, with an absence of signals that is even more pronounced than the national norm. 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 strongly suggests a healthy balance between quantity and quality, where productivity metrics do not override the integrity of the scientific record, and authorship is tied to real participation.

Rate of Output in Institutional Journals

With a Z-score of -0.268, which is identical to the national average, the institution demonstrates perfect integrity synchrony with its environment. This total alignment reflects a shared context of maximum scientific security regarding this indicator. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The very low score for both the institution and the country indicates that research is predominantly channeled through external, competitive venues, ensuring global visibility and validation, and avoiding the use of internal journals as 'fast tracks' to inflate publication counts.

Rate of Redundant Output

The institution's Z-score for redundant output is 1.713, markedly higher than the national average of 0.966, placing it in a position of high exposure to this risk. This suggests the institution is more prone than its peers to practices that lead to this alert. A high value in this indicator is a strong warning against 'salami slicing,' the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This behavior not only distorts the available scientific evidence but also overburdens the peer review system. The score indicates an urgent need to review publication strategies to ensure that the focus is on generating significant new knowledge rather than maximizing publication volume.