| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.207 | 0.936 |
|
Retracted Output
|
-0.418 | 0.771 |
|
Institutional Self-Citation
|
1.916 | 0.909 |
|
Discontinued Journals Output
|
0.137 | 0.157 |
|
Hyperauthored Output
|
-1.057 | -1.105 |
|
Leadership Impact Gap
|
-0.661 | 0.081 |
|
Hyperprolific Authors
|
-0.541 | -0.967 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.007 | 0.966 |
Universite Yahia Fares de Medea presents a solid overall integrity profile, marked by significant strengths in quality control and a clear disconnection from some of the more pronounced risks observed at the national level. The institution's primary strengths lie in its exceptionally low rates of retracted output and publications in its own journals, demonstrating robust pre-publication review and a commitment to external validation. However, areas requiring strategic attention include a higher-than-average tendency towards institutional self-citation, multiple affiliations, and redundant output, which suggest a potential for internal validation to overshadow external impact. These patterns are notable given the university's strong national standing in key research areas, including its Top 10 position in Physics and Astronomy and Top 15 in Environmental Science, as per SCImago Institutions Rankings data. While the institution's specific mission was not available for this analysis, these identified risks could challenge the universal academic goals of excellence and social responsibility by potentially compromising the credibility and global reach of its scientific contributions. To fully leverage its research strengths, it is recommended that the university reviews and reinforces its policies on authorship and citation, ensuring that its recognized thematic capabilities are built upon a foundation of maximum transparency and global scientific dialogue.
The institution presents a Z-score of 1.207, which is elevated compared to the national average of 0.936. This result suggests that the university is more exposed to this particular risk dynamic than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's higher rate indicates a need to verify that these practices are driven by genuine collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping," which could artificially boost its perceived research footprint.
With a Z-score of -0.418, the institution demonstrates an exemplary record, especially when contrasted with the national average of 0.771, which signals a medium risk. This significant positive difference indicates a form of preventive isolation, where the university's internal governance and quality control mechanisms effectively shield it from the systemic vulnerabilities affecting other institutions in the country. This very low rate suggests that its supervision and methodological rigor are succeeding in preventing the publication of research with serious flaws, thereby protecting its scientific reputation.
The institution's Z-score for self-citation is 1.916, a figure substantially higher than the national average of 0.909. This indicates a high exposure to practices that can lead to scientific isolation. A certain level of self-citation is natural, reflecting ongoing research lines. However, this disproportionately high rate signals a significant risk of creating an 'echo chamber' where the institution's work is validated internally without sufficient external scrutiny. This pattern warns that its academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution's Z-score of 0.137 is slightly more favorable than the national average of 0.157, both of which fall within a medium-risk context. This suggests a differentiated management approach, where the university exercises slightly better control over a risk that is common in its environment. By channeling a smaller proportion of its research into journals that fail to meet international standards, the institution shows a more effective due diligence in selecting dissemination channels, thereby better mitigating the severe reputational risks associated with predatory or low-quality publishing practices.
With a Z-score of -1.057, the institution's risk level is low and statistically normal for its context, though slightly less favorable than the national average of -1.105. This minor difference points to an incipient vulnerability. While the current level does not indicate a problem, it represents a signal that warrants review before it could escalate. It is important to ensure that authorship lists, particularly outside of "Big Science" fields, accurately reflect meaningful contributions and do not serve to dilute individual accountability through practices like 'honorary' authorship.
The institution shows a Z-score of -0.661, indicating a low risk and a healthy balance, which contrasts sharply with the national average of 0.081 that signals a medium risk. This demonstrates strong institutional resilience, as its control mechanisms appear to successfully mitigate a systemic risk present in the country. The result suggests that the university's scientific prestige is not overly dependent on external partners but is rooted in its own structural capacity and intellectual leadership, ensuring a more sustainable and autonomous research impact.
The institution's Z-score of -0.541 indicates a low-level risk signal that diverges slightly from the national context, where the Z-score of -0.967 suggests this is a very low-risk phenomenon. This slight divergence warrants attention, as it shows signals of risk activity that are not apparent in the rest of the country. While not a critical issue, it alerts to potential imbalances between quantity and quality, pointing to the need to ensure that high publication volumes are the result of genuine leadership and not practices like coercive authorship or the assignment of authorship without real participation.
The institution's Z-score of -0.268 is identical to the national average, placing both in the very low-risk category. This perfect alignment demonstrates an integrity synchrony with a national environment of maximum scientific security in this area. The absence of risk signals indicates a strong commitment to using external, independent peer review for validating its research, thereby avoiding the conflicts of interest and academic endogamy that can arise from excessive dependence on in-house journals and ensuring its production is positioned for global visibility.
With a Z-score of 1.007, the institution's rate of redundant output is higher than the national average of 0.966. This finding suggests a high exposure to this risk, indicating the center is more prone to showing these alert signals than its peers. This pattern warns of the potential practice of 'salami slicing,' where a single coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. Such a practice not only overburdens the peer review system but also distorts the scientific record by prioritizing volume over significant new knowledge.