| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.370 | -0.927 |
|
Retracted Output
|
-0.343 | 0.279 |
|
Institutional Self-Citation
|
0.346 | 0.520 |
|
Discontinued Journals Output
|
-0.290 | 1.099 |
|
Hyperauthored Output
|
-1.353 | -1.024 |
|
Leadership Impact Gap
|
-2.122 | -0.292 |
|
Hyperprolific Authors
|
1.037 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
-0.692 | 0.720 |
With an overall integrity score of -0.238, the ISF College of Pharmacy demonstrates a robust and commendable research profile, outperforming many global benchmarks. The institution exhibits exceptional strengths in critical areas of scientific practice, including a very low incidence of redundant publications, minimal reliance on institutional journals, and a strong capacity for generating high-impact research under its own leadership. These positive indicators are complemented by effective management of retractions and a discerning selection of publication venues, which insulate it from risks prevalent at the national level. However, areas requiring strategic attention include a higher-than-average rate of multiple affiliations and hyperprolific authorship, alongside a moderate level of institutional self-citation. These factors, while not critical, present an opportunity for policy refinement to fully align with the institution's mission "to educate...without compromising on ethics and quality." The college's strong thematic positioning, evidenced by its SCImago Institutions Rankings in key areas such as Chemistry, Pharmacology, Toxicology and Pharmaceutics, and Medicine, provides a solid foundation for this work. By proactively addressing these moderate-risk signals, the ISF College of Pharmacy can further solidify its reputation as a leader in ethical and high-quality pharmaceutical science, ensuring its contributions to society are both impactful and unimpeachable.
The institution presents a Z-score of 0.370, which contrasts sharply with the national average of -0.927. This divergence represents a notable alert, as the institution displays a risk level that is highly unusual for the national standard, warranting a review of its underlying causes. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a rate significantly above the national baseline can signal strategic attempts to inflate institutional credit or “affiliation shopping.” This indicator suggests a need to examine institutional policies to ensure that all declared affiliations reflect substantive and transparent collaborations.
With a Z-score of -0.343, the institution demonstrates a low-risk profile that stands in positive contrast to the country's medium-risk average of 0.279. This suggests a notable degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating systemic risks observed elsewhere in the country. Retractions are complex events, and a low rate in a higher-risk environment indicates that the institution's quality control and supervision mechanisms prior to publication are functioning effectively. This performance points to a strong integrity culture that prevents the kind of recurring malpractice or lack of methodological rigor that may be more common nationally.
The institution's Z-score of 0.346 is situated within a national context that also shows a medium-risk average (0.520), yet its value is discernibly lower. This points to a differentiated management approach, where the institution successfully moderates a risk that appears more common across the country. A certain level of self-citation is natural and reflects the continuity of research lines; however, by keeping this rate below the national average, the institution demonstrates a healthier balance and avoids the more severe forms of scientific isolation or 'echo chambers.' This suggests its academic influence is less prone to endogamous inflation and relies more on broader recognition from the external scientific community.
The institution's low-risk Z-score of -0.290 is a significant achievement when compared to the country's medium-risk average of 1.099. This disparity highlights the institution's resilience and the effectiveness of its internal filters in navigating a challenging publishing landscape. A low proportion of publications in discontinued journals indicates that the institution exercises strong due diligence in selecting dissemination channels, protecting its research from being associated with media that fail to meet international ethical or quality standards. This proactive stance prevents reputational damage and ensures that institutional resources are not wasted on 'predatory' or low-quality practices, a risk more prevalent at the national level.
The institution's Z-score of -1.353 indicates a very low risk, a finding that is consistent with and even improves upon the country's low-risk average of -1.024. This low-profile consistency demonstrates that the institution's authorship practices are well-aligned with sound national standards. The absence of risk signals in this area suggests that author lists are transparent and appropriately reflect the contributions of the research team. This serves as a positive indicator that the institution is successfully avoiding practices such as author list inflation or 'honorary' authorships, thereby upholding individual accountability and the integrity of its publications.
With a Z-score of -2.122, the institution shows an exceptionally low-risk profile, significantly stronger than the national average of -0.292. This result demonstrates a high degree of consistency and signals a robust internal research capacity. A very low gap indicates that the institution's scientific prestige is not dependent on external partners but is structural and sustainable. This excellent performance suggests that the institution's high-impact metrics result from genuine internal capabilities and that it exercises strong intellectual leadership within its collaborations, a key marker of a mature and self-sufficient research entity.
The institution's Z-score of 1.037 marks a moderate deviation from the national standard, where the country average is at a low-risk -0.067. This indicates that the institution shows a greater sensitivity to this particular risk factor than its national peers. While high productivity can be a positive sign, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This elevated indicator serves as an alert to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record and warrant closer examination.
The institution's Z-score of -0.268 is in almost perfect alignment with the country's average of -0.250, both of which are in the very low-risk category. This integrity synchrony reflects a shared commitment to using external, independent publication channels. By avoiding dependence on in-house journals, the institution effectively mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes standard competitive validation through external peer review, which is essential for achieving global visibility and credibility.
The institution exhibits a Z-score of -0.692, a very low-risk value that starkly contrasts with the country's medium-risk average of 0.720. This demonstrates a clear case of preventive isolation, where the institution does not replicate problematic publishing dynamics observed in its environment. A low score in this indicator is a strong sign that the institution discourages data fragmentation or 'salami slicing.' Instead, it fosters a culture that prioritizes the publication of coherent, significant studies over artificially inflating productivity metrics, thereby upholding the integrity of the scientific evidence and contributing more meaningfully to the advancement of knowledge.