| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
4.926 | -0.390 |
|
Retracted Output
|
2.334 | -0.128 |
|
Institutional Self-Citation
|
3.344 | 0.515 |
|
Discontinued Journals Output
|
-0.361 | -0.414 |
|
Hyperauthored Output
|
0.658 | 0.106 |
|
Leadership Impact Gap
|
-0.501 | 1.023 |
|
Hyperprolific Authors
|
1.902 | -1.095 |
|
Institutional Journal Output
|
-0.268 | 0.023 |
|
Redundant Output
|
3.372 | -0.068 |
The Universidad de San Andres presents a complex scientific integrity profile, marked by a significant divergence between areas of exemplary practice and indicators showing critical risk. With an overall risk score of 1.627, the institution demonstrates notable strengths in its publication strategy, particularly a very low rate of output in discontinued or institutional journals, and a commendable ability to generate high-impact research under its own leadership. These strengths align with its thematic prominence, as evidenced by its SCImago Institutions Rankings in Psychology (ranking 7th in Argentina), Social Sciences (21st), and Arts and Humanities (23rd). However, this profile is severely compromised by significant alerts in the Rate of Multiple Affiliations, Retracted Output, Institutional Self-Citation, and Redundant Output. These weaknesses create a direct conflict with the university's stated mission to engage in the "search for truth" and "strengthen institutions." Practices that suggest a prioritization of metrics over methodological rigor, such as potential 'salami slicing' or impact inflation, undermine the very foundation of academic excellence and social responsibility the institution aims to uphold. To safeguard its reputation and fully realize its mission, it is imperative for the university to address these integrity vulnerabilities with a strategic and transparent action plan, thereby ensuring its thematic leadership is built upon a foundation of unquestionable scientific rigor.
The institution exhibits a Z-score of 4.926, a figure that represents a severe discrepancy when compared to the national average of -0.390. This result indicates that the university's rate of multiple affiliations is highly atypical for its national context, signaling a pattern of activity that warrants a deep integrity assessment. While multiple affiliations can be legitimate, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The extreme divergence from the national norm suggests that these practices may be occurring at a scale that requires immediate review to ensure that all affiliations are transparent, justified, and aligned with genuine collaborative contributions.
With a Z-score of 2.334 against a national average of -0.128, the institution shows a severe discrepancy in its rate of retracted publications. This risk activity is highly atypical and suggests a significant vulnerability in the institution's integrity culture. Retractions are complex events, but a rate significantly higher than the national and global average indicates that quality control mechanisms prior to publication may be failing systemically. This is not merely about isolated errors; such a high score points to the possibility of recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the institution's scientific credibility.
The institution's Z-score for self-citation is 3.344, a value that significantly amplifies the medium-risk trend observed at the national level (0.515). This pattern suggests the university is not only participating in but also accentuating a vulnerability present in the national system. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a concerning level of scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice creates a serious risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score of -0.361 is closely aligned with the country's score of -0.414, both indicating a very low-risk environment. The university's score, while minimal, represents a faint signal of residual noise in an otherwise inert context. This result demonstrates a strong and commendable due diligence in the selection of dissemination channels. By effectively avoiding journals that do not meet international ethical or quality standards, the institution protects its reputation and ensures its research resources are not wasted on predatory or low-quality outlets, reflecting a mature and responsible publication strategy.
With a Z-score of 0.658, the institution shows a higher exposure to the risks of hyper-authorship compared to the national average of 0.106, even though both fall within a medium-risk category. This indicates that the university is more prone to showing alert signals in this area than its peers. When extensive author lists appear outside of 'Big Science' contexts, they can indicate author list inflation, a practice that dilutes individual accountability and transparency. This signal suggests a need to review authorship practices to distinguish between necessary massive collaboration and potentially 'honorary' or political authorship assignments.
The institution demonstrates notable resilience with a Z-score of -0.501, contrasting sharply with the national average of 1.023. This indicates that while the national system may show a tendency towards dependency on external partners for impact, the university's control mechanisms appear to mitigate this risk effectively. A low score in this indicator is a sign of strength, suggesting that the institution's scientific prestige is not dependent and exogenous, but rather structural and sustainable. This reflects a high degree of real internal capacity, where excellence metrics result from research in which the institution exercises clear intellectual leadership.
The institution's Z-score of 1.902 constitutes a monitoring alert, as it represents an unusual risk level when compared to the national standard of -1.095. This divergence from a very low-risk national environment requires a review of its causes. Extreme individual publication volumes can challenge the limits of human capacity for meaningful intellectual contribution. This indicator warns of potential imbalances between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metric performance over the integrity of the scientific record.
The university's Z-score of -0.268 demonstrates a clear preventive isolation from a risk dynamic present in its environment, where the national average is 0.023. This indicates that the institution does not replicate the national tendency to publish in its own journals. This is a sign of robust scientific governance. By avoiding excessive dependence on in-house journals, the institution mitigates potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review. This practice enhances global visibility and confirms that its research is validated through standard competitive channels rather than internal 'fast tracks'.
With a Z-score of 3.372, the institution shows a severe discrepancy compared to the national average of -0.068. This risk activity is highly atypical and points to a critical issue requiring a deep integrity assessment. Massive and recurring bibliographic overlap between simultaneous publications is a strong indicator of data fragmentation or 'salami slicing.' Such a high value alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This behavior not only distorts the available scientific evidence and overburdens the review system but also prioritizes publication volume over the generation of significant new knowledge.
