| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.284 | -0.390 |
|
Retracted Output
|
0.145 | -0.128 |
|
Institutional Self-Citation
|
0.532 | 0.515 |
|
Discontinued Journals Output
|
-0.431 | -0.414 |
|
Hyperauthored Output
|
0.365 | 0.106 |
|
Leadership Impact Gap
|
1.403 | 1.023 |
|
Hyperprolific Authors
|
-1.047 | -1.095 |
|
Institutional Journal Output
|
-0.117 | 0.023 |
|
Redundant Output
|
-0.071 | -0.068 |
The Universidad de Buenos Aires presents a robust and balanced scientific integrity profile, reflected in an overall risk score of -0.076. This indicates a general alignment with best practices and the absence of critical systemic vulnerabilities. The institution demonstrates exceptional strengths in areas of due diligence and internal governance, with very low risk signals for publication in discontinued journals, hyperprolific authorship, and output in its own journals. However, areas requiring strategic attention include a moderate deviation from the national norm in retracted publications and a higher-than-average exposure to risks associated with hyper-authorship and dependency on external collaboration for impact. These observations are particularly relevant given the university's outstanding leadership, as evidenced by its top-tier rankings in Latin America for Arts and Humanities (#1), Social Sciences (#6), and Psychology (#7), according to SCImago Institutions Rankings data. The identified risks, particularly those touching upon quality control and intellectual leadership, could challenge the institutional mission to provide "access to knowledge with quality and equity." Ensuring the highest integrity is paramount to guaranteeing that the knowledge transferred is trustworthy and that the institution's excellence is built upon a solid foundation of internal capacity. By leveraging its clear strengths in governance, the university is well-positioned to address these moderate vulnerabilities and further solidify its role as a regional and global leader.
The institution's Z-score of -0.284 is within the low-risk category but is slightly higher than the national average of -0.390. This minimal difference suggests an incipient vulnerability, where the center shows faint signals of risk activity that, while not alarming, warrant observation before they potentially escalate. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight uptick compared to the national context could be an early indicator of emerging patterns aimed at strategically inflating institutional credit, meriting a review of affiliation policies to ensure continued transparency.
With a Z-score of 0.145, the institution presents a medium risk level, which represents a moderate deviation from the low-risk national standard (Z-score: -0.128). This discrepancy indicates that the university shows a greater sensitivity to factors leading to retractions than its national peers. A rate significantly higher than the country average alerts to a potential vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing more frequently, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to discern the root causes.
The institution's Z-score of 0.532 is nearly identical to the national average of 0.515, placing both at a medium risk level. This alignment points to a systemic pattern, where the observed behavior is not an institutional anomaly but rather reflects shared practices or evaluation norms within the country's research system. Nonetheless, a high value warns of the risk of endogamous impact inflation. This shared tendency can foster 'echo chambers' where work is validated without sufficient external scrutiny, suggesting that academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
With a Z-score of -0.431, the institution demonstrates an exceptionally low risk, showing perfect integrity synchrony with the secure national environment (Country Z-score: -0.414). This total alignment with an environment of maximum scientific security confirms that the institution's researchers are exercising excellent due diligence in selecting dissemination channels. This practice effectively avoids predatory or low-quality journals, thereby safeguarding institutional reputation and ensuring that research efforts are channeled through credible and enduring platforms.
The institution's Z-score of 0.365 signifies a medium risk level, indicating a high exposure to this issue compared to the national average of 0.106. This suggests the university is more prone to practices of extensive co-authorship than its peers. While extensive author lists are legitimate in 'Big Science,' a higher-than-average rate outside these contexts can be a signal of author list inflation, which dilutes individual accountability and transparency. This serves as a signal to distinguish between necessary massive collaboration and potentially inappropriate 'honorary' or political authorship practices within the institution.
The institution exhibits a Z-score of 1.403, indicating a medium-risk gap that is notably wider than the national average of 1.023. This high exposure suggests that the university's scientific prestige is more dependent on external collaborations than is typical for the country. A high value in this indicator signals a sustainability risk, as it suggests that its top-tier excellence metrics may result more from strategic positioning in collaborations where it does not exercise intellectual leadership, rather than from its own structural and internal capacity to produce high-impact research independently.
The institution's Z-score of -1.047 signifies a complete absence of risk, a position of maximum integrity that is in perfect synchrony with the national context (Country Z-score: -1.095). This result demonstrates a healthy research environment where productivity is balanced with quality. It confirms that authorship is tied to meaningful intellectual contribution and that the institution is free from dynamics that prioritize extreme publication volumes over the integrity of the scientific record, such as coercive authorship or other malpractices.
The institution shows a very low risk (Z-score: -0.117) in an area where the country displays a medium risk (Z-score: 0.023). This contrast demonstrates a successful preventive isolation, whereby the university does not replicate the risk dynamics observed in its environment. By avoiding over-reliance on its own journals, the institution mitigates conflicts of interest and the risk of academic endogamy. This ensures that its scientific production consistently undergoes independent external peer review, which is crucial for strengthening its global visibility and credibility.
With a Z-score of -0.071, the institution's low risk level is statistically normal and highly consistent with the national average (Z-score: -0.068). This alignment indicates that the institution's practices regarding bibliographic overlap are as expected for its context and size. The data does not suggest a systemic issue with 'salami slicing' or the artificial inflation of productivity by fragmenting coherent studies into minimal publishable units, confirming that the focus remains on producing significant new knowledge rather than simply maximizing publication volume.
