| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.564 | 2.525 |
|
Retracted Output
|
1.197 | 0.367 |
|
Institutional Self-Citation
|
0.971 | 0.360 |
|
Discontinued Journals Output
|
0.224 | 0.499 |
|
Hyperauthored Output
|
-0.976 | -1.066 |
|
Leadership Impact Gap
|
0.046 | -0.061 |
|
Hyperprolific Authors
|
-0.922 | -0.892 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.118 | 0.289 |
The Université de Monastir presents a complex scientific integrity profile, with an overall score of 0.549 reflecting a combination of significant strengths and critical areas for improvement. The institution demonstrates exemplary control in areas related to individual productivity and institutional endogamy, with very low risk signals for the Rate of Hyperprolific Authors and the Rate of Output in Institutional Journals. However, these strengths are counterbalanced by a significant risk in the Rate of Retracted Output, which is a critical vulnerability, alongside medium-level risks in multiple other indicators. According to SCImago Institutions Rankings data, the university holds a leadership position within Tunisia, ranking first in Chemistry and Dentistry, and in the top three for Arts and Humanities, Medicine, and Physics and Astronomy. While this thematic excellence is commendable, the high rate of retractions directly challenges any institutional mission focused on scientific rigor and social responsibility. An output that requires retraction undermines the very foundation of academic excellence and public trust. To safeguard its strong national reputation, it is imperative for the institution to implement robust pre-publication quality assurance mechanisms and enhance research integrity training, ensuring its scientific contributions are not only prominent but also reliable and ethically sound.
The institution's Z-score for multiple affiliations is 2.564, which is closely aligned with the national average of 2.525. This alignment suggests that the university's practices reflect a systemic pattern common throughout the country's research ecosystem. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the shared medium-risk level indicates that this behavior may be part of a broader, national strategy. The institution is participating in a dynamic where the line between legitimate collaboration and strategic "affiliation shopping" to inflate institutional credit is blurred, a practice that is evidently normalized at the national level.
With a Z-score of 1.197, the institution displays a significant risk in retracted publications, a figure that starkly accentuates the more moderate vulnerability seen at the national level (Z-score: 0.367). This discrepancy indicates that while the national system has some weaknesses, the university's internal processes are amplifying the problem. A rate this high suggests that quality control mechanisms prior to publication may be failing systemically. This is a critical alert that transcends isolated cases of honest error, pointing to a potential vulnerability in the institution's integrity culture and suggesting possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.
The university shows a Z-score of 0.971 for institutional self-citation, indicating a higher exposure to this risk compared to the national average of 0.360. Although both operate within a medium-risk context, the institution is notably more prone to this behavior. A certain level of self-citation is natural, but this heightened rate signals a greater danger of creating scientific 'echo chambers' where work is validated internally without sufficient external scrutiny. This high value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than by recognition from the global scientific community.
The institution demonstrates differentiated management in its selection of publication venues, with a Z-score of 0.224, which is considerably lower than the national average of 0.499. While a medium-level risk is present nationally, the university appears to moderate this risk more effectively. This suggests a more rigorous due diligence process in selecting dissemination channels compared to its national peers. By better avoiding journals that fail to meet international ethical or quality standards, the institution mitigates severe reputational risks and shows a stronger commitment to information literacy, preventing the waste of resources on 'predatory' or low-quality practices.
With a Z-score of -0.976, the institution maintains a low-risk profile for hyper-authored publications, though it shows an incipient vulnerability when compared to the slightly lower national score of -1.066. This minor signal suggests that while authorship practices are generally sound, they warrant periodic review to ensure they do not escalate. The current low level indicates that author list inflation and the dilution of individual accountability are not systemic problems. Continued monitoring is a prudent measure to distinguish between necessary collaboration and the potential emergence of 'honorary' authorship practices.
The institution exhibits a moderate deviation from the national standard, with a Z-score of 0.046 in a medium-risk category, while the country average sits at -0.061 in a low-risk band. This indicates the university is more sensitive to the risk of depending on external partners for its scientific impact. The positive gap suggests that its overall prestige may be significantly reliant on collaborations where the institution does not exercise intellectual leadership, signaling a potential sustainability risk. This finding invites a strategic reflection on whether its high-impact metrics are the result of genuine internal capacity or a dependency on strategic positioning within external research networks.
The university demonstrates a very low-risk profile regarding hyperprolific authors, with a Z-score of -0.922. This performance is consistent with, and even improves upon, the low-risk national standard (Z-score: -0.892). This absence of risk signals is a clear strength, indicating that the institution effectively discourages practices that prioritize publication volume over quality. The data suggests a healthy research environment where imbalances like coercive authorship or assigning credit without meaningful participation are not prevalent, thereby upholding the integrity of the scientific record.
The institution's Z-score of -0.268 for output in its own journals is identical to the national average, placing both in a state of integrity synchrony with a very low-risk profile. This total alignment with a secure national environment demonstrates a strong commitment to external validation. By not relying excessively on in-house journals, the university avoids potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, which enhances its global visibility and confirms its adherence to standard competitive validation processes.
The university shows evidence of differentiated management concerning redundant publications, with a Z-score of 0.118, which is notably better than the national average of 0.289. Although both fall within the medium-risk category, the institution is more effective at moderating the risk of 'salami slicing.' This suggests a stronger institutional culture that discourages the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity. By exercising greater control, the university helps protect the integrity of the scientific evidence base and prioritizes the generation of significant new knowledge over mere volume.
