| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.223 | -0.390 |
|
Retracted Output
|
-0.230 | -0.128 |
|
Institutional Self-Citation
|
1.160 | 0.515 |
|
Discontinued Journals Output
|
-0.437 | -0.414 |
|
Hyperauthored Output
|
-0.571 | 0.106 |
|
Leadership Impact Gap
|
0.303 | 1.023 |
|
Hyperprolific Authors
|
-1.413 | -1.095 |
|
Institutional Journal Output
|
-0.268 | 0.023 |
|
Redundant Output
|
-0.664 | -0.068 |
The Universidad Nacional de la Patagonia San Juan Bosco demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.336. The institution exhibits significant strengths in maintaining very low-risk levels for output in discontinued journals, hyperprolific authorship, publication in institutional journals, and redundant output, often outperforming national averages and indicating strong internal governance. However, areas requiring strategic attention include a medium-risk level in Institutional Self-Citation, which is notably higher than the national benchmark, and a moderate gap in the impact of its led research. These findings are contextualized by the institution's strong positioning in the SCImago Institutions Rankings, particularly in Arts and Humanities, Social Sciences, Earth and Planetary Sciences, and Environmental Science. While the overall low-risk profile aligns well with its mission to "preserve and transmit universal culture" and "stimulate research," the tendency towards self-citation could create an 'echo chamber' that may limit the external validation necessary for fulfilling this mission. To further solidify its commitment to excellence and social responsibility, it is recommended that the institution reviews its citation practices to ensure its significant research contributions achieve the broadest possible external recognition and impact.
The institution's Z-score of -0.223 is slightly higher than the national average of -0.390. This subtle difference suggests an incipient vulnerability where the university shows signals that warrant review before escalating. Although both the institution and the country maintain low levels of this activity, it is important to monitor that these affiliations, which are often a legitimate result of researcher mobility or partnerships, do not develop into a strategic attempt to inflate institutional credit through "affiliation shopping."
With a Z-score of -0.230, the institution displays a more prudent profile regarding retracted publications compared to the national average of -0.128. This favorable position indicates that the university's processes are managed with greater rigor than the national standard. A low rate of retractions suggests that the quality control and supervision mechanisms in place prior to publication are functioning effectively, reinforcing a culture of integrity and responsible research.
The institution's Z-score for institutional self-citation is 1.160, significantly higher than the national average of 0.515. This indicates a high exposure to this particular risk, suggesting the center is more prone to showing alert signals than its environment. While a certain level of self-citation is natural, this disproportionately high rate signals a concerning risk of scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This dynamic could lead to an endogamous inflation of impact, where academic influence is oversized by internal dynamics rather than recognition from the global scientific community.
The institution exhibits total operational silence in this area, with a Z-score of -0.437, which is even lower than the country's already minimal score of -0.414. This absence of risk signals, even below the national average, is a clear indicator of excellence in due diligence. It demonstrates a strong commitment to selecting high-quality dissemination channels and effectively avoids the reputational and resource risks associated with 'predatory' or low-standard journals.
The university shows a Z-score of -0.571, indicating a low rate of hyper-authored output, in contrast to the country's medium-risk score of 0.106. This demonstrates institutional resilience, as internal control mechanisms appear to successfully mitigate systemic risks that are more prevalent at the national level. This capacity to maintain low rates suggests a clear distinction is being made between necessary massive collaboration and potentially problematic practices like 'honorary' or political authorship, thereby preserving individual accountability and transparency.
With a Z-score of 0.303, the institution shows a more controlled gap between its overall impact and the impact of its led research compared to the national average of 1.023. This reflects a differentiated management approach, where the university effectively moderates a risk that appears more common across the country. While a gap still exists, its smaller magnitude suggests a healthier balance between leveraging external collaborations and building structural, internal capacity for intellectual leadership, reducing the risk of a prestige that is purely dependent and exogenous.
The institution presents a Z-score of -1.413, signifying an almost complete absence of hyperprolific authors, a rate even lower than the national average of -1.095. This total operational silence is a strong positive signal. It indicates a healthy research environment that prioritizes quality and meaningful intellectual contribution over sheer volume, successfully avoiding the risks associated with extreme productivity, such as coercive authorship or the assignment of authorship without real participation.
The university's Z-score of -0.268 is in the very low-risk category, starkly contrasting with the national medium-risk average of 0.023. This demonstrates a clear case of preventive isolation, where the institution does not replicate risk dynamics observed in its environment. By avoiding excessive dependence on its own journals, the university sidesteps potential conflicts of interest and academic endogamy. This commitment to independent, external peer review enhances the global visibility and competitive validation of its scientific production.
The institution's Z-score of -0.664 for redundant output is very low, aligning well with the low-risk national context (Z-score of -0.068). This low-profile consistency demonstrates that the absence of risk signals is in line with the national standard. It suggests a commendable focus on publishing coherent, significant studies rather than artificially inflating productivity by fragmenting data into 'minimal publishable units,' thereby upholding the integrity of the scientific record and avoiding an overburdening of the review system.
