| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.571 | -0.390 |
|
Retracted Output
|
-0.306 | -0.128 |
|
Institutional Self-Citation
|
0.191 | 0.515 |
|
Discontinued Journals Output
|
-0.545 | -0.414 |
|
Hyperauthored Output
|
-0.800 | 0.106 |
|
Leadership Impact Gap
|
0.630 | 1.023 |
|
Hyperprolific Authors
|
-1.413 | -1.095 |
|
Institutional Journal Output
|
-0.268 | 0.023 |
|
Redundant Output
|
-1.186 | -0.068 |
The Universidad Nacional de Quilmes presents a balanced scientific integrity profile, with an overall score of -0.270 indicating performance aligned with global standards, albeit with specific areas requiring strategic attention. The institution demonstrates exceptional strengths in procedural integrity, evidenced by very low-risk indicators in publication channel selection, author productivity, and research redundancy. However, medium-risk signals in the Rate of Multiple Affiliations, Institutional Self-Citation, and the gap in research impact suggest vulnerabilities in collaborative strategies and citation dynamics. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Biochemistry, Genetics and Molecular Biology (ranked 9th in Argentina) and Chemistry (12th in Argentina), showcasing focused academic excellence. To fully align with its mission of producing "knowledge of the highest level in a climate of equality and plurality," it is crucial to address the identified risks, as practices like academic endogamy or impact dependency could undermine the principles of external validation and pluralistic debate. By leveraging its robust procedural controls to refine its collaboration and impact strategies, the university can further solidify its position as a leader in generating high-quality, mission-aligned knowledge.
The institution's Z-score of 1.571 for this indicator shows a moderate deviation from the national standard, where the average is -0.390. This suggests the university is more sensitive than its national peers to factors that encourage multiple affiliations. While multiple affiliations are often a legitimate result of partnerships, this elevated rate warrants a review to ensure all declared affiliations correspond to substantive collaborations. A disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping," and verifying the underlying collaborative substance is key to maintaining transparency and accountability.
With a Z-score of -0.306, the institution displays a prudent profile that is even more rigorous than the national standard (-0.128). This favorable result suggests that the university's quality control and supervision mechanisms are highly effective. Retractions can stem from various causes, but a rate significantly below the average is a strong positive signal, indicating that systemic failures in pre-publication review are unlikely and that the institutional culture of integrity is robust and well-managed.
The institution's Z-score of 0.191 is notably lower than the national average of 0.515, even though both fall within a medium-risk context. This indicates a differentiated management approach, where the university successfully moderates a risk that is more pronounced across the country. A certain level of self-citation is natural, reflecting the continuity of research lines. However, by keeping this rate under control compared to its peers, the institution mitigates the risk of fostering 'echo chambers' and ensures its academic influence is validated by the broader scientific community, not just through internal dynamics.
The institution's Z-score of -0.545 is exceptionally low, representing a state of total operational silence on this indicator, even surpassing the country's already low average of -0.414. This absence of risk signals demonstrates an exemplary commitment to due diligence in selecting publication venues. It indicates that researchers are effectively avoiding channels that fail to meet international ethical or quality standards, thereby protecting the institution from severe reputational risks and ensuring that research efforts are channeled toward credible and impactful outlets.
Displaying a Z-score of -0.800, the institution shows strong institutional resilience against a risk that is more prevalent at the national level (Z-score: 0.106). This suggests that internal governance and control mechanisms are effectively filtering out practices that could lead to authorship list inflation. Outside of "Big Science" contexts, high rates can dilute individual accountability. This low score indicates that authorship is likely awarded based on genuine contribution, reinforcing transparency and responsibility in the research process.
The institution's Z-score of 0.630, while in the medium-risk range, is considerably lower than the national average of 1.023. This points to a differentiated management strategy that moderates the risk of impact dependency more effectively than its peers. A wide gap suggests that scientific prestige may be overly reliant on external partners rather than internal capacity. The university's more contained gap indicates a healthier balance, reflecting a growing ability to generate high-impact research under its own intellectual leadership, which is crucial for long-term scientific sustainability.
With a Z-score of -1.413, the institution demonstrates a state of total operational silence regarding hyperprolific authorship, performing even better than the low-risk national average (-1.095). This near-complete absence of extreme individual publication volumes is a strong positive indicator. It suggests a research culture that prioritizes quality and meaningful intellectual contribution over raw output metrics, effectively preventing potential integrity risks such as coercive authorship or the assignment of credit without real participation.
The institution's Z-score of -0.268 places it in a state of preventive isolation from the risk dynamics observed nationally, where the average is 0.023 (medium risk). This very low reliance on its own journals is a significant strength, as it shows the institution does not replicate a common national vulnerability. By prioritizing external, independent peer review, the university avoids potential conflicts of interest and academic endogamy, ensuring its scientific production is validated through standard competitive processes and enhancing its global visibility.
The institution's Z-score of -1.186 signals a near-total absence of redundant output, demonstrating low-profile consistency with the country's low-risk environment (-0.068) and even improving upon it. This indicates a strong institutional norm against the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity. Such a result reflects a commitment to producing significant new knowledge rather than simply maximizing publication volume, which strengthens the integrity of the scientific record.
