| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.324 | 1.104 |
|
Retracted Output
|
0.042 | -0.184 |
|
Institutional Self-Citation
|
0.363 | 0.152 |
|
Discontinued Journals Output
|
-0.289 | -0.219 |
|
Hyperauthored Output
|
-0.963 | 0.160 |
|
Leadership Impact Gap
|
-0.053 | 0.671 |
|
Hyperprolific Authors
|
-1.413 | -0.684 |
|
Institutional Journal Output
|
-0.092 | 0.934 |
|
Redundant Output
|
-0.766 | -0.068 |
Universidad Alberto Hurtado demonstrates a robust scientific integrity profile, with an overall risk score of -0.299 that indicates a performance superior to the global average. The institution's primary strengths lie in its exceptional control over author productivity and publication fragmentation, alongside a notable resilience in mitigating systemic risks prevalent at the national level, such as excessive multiple affiliations and dependency on external research leadership. These strengths are particularly relevant given the university's strong positioning in the SCImago Institutions Rankings, especially in Arts and Humanities (ranked 9th in Chile), Economics, Econometrics and Finance (14th), and Social Sciences (19th). However, two areas require strategic attention: a medium risk in retracted publications and institutional self-citation, which are higher than the national average. These vulnerabilities could subtly undermine the core mission of serving society with research of the highest standard and projecting its Jesuit tradition internationally. An inward-looking citation pattern and post-publication quality issues conflict with the values of external dialogue and integral formation. To fully align its operational excellence with its foundational mission, the university is encouraged to reinforce its pre-publication review mechanisms and foster broader international research validation.
The institution presents a Z-score of -0.324, a low-risk value that contrasts positively with the national average of 1.104. This difference suggests a high degree of institutional resilience, where internal control mechanisms appear to effectively mitigate systemic risks that are more common in the country. While multiple affiliations can be a legitimate outcome of collaboration, the university's contained rate indicates that its policies successfully prevent strategic practices like “affiliation shopping” aimed at artificially inflating institutional credit, thereby maintaining a clear and transparent representation of its research ecosystem.
With a Z-score of 0.042, the institution registers a medium risk level, which represents a moderate deviation from the national context's lower-risk score of -0.184. This finding suggests the institution is more sensitive to risk factors in this area than its national peers. Retractions are complex events, but a rate significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing more frequently than expected, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution's Z-score of 0.363 places it in the medium-risk category, a level similar to the national average of 0.152 but numerically higher. This indicates a high exposure to this risk, suggesting the center is more prone to showing alert signals than its environment. While some self-citation reflects the continuity of research lines, this disproportionately high rate signals a potential "echo chamber" where the institution validates its own work without sufficient external scrutiny. This trend warns of the risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution shows a Z-score of -0.289, a low-risk value that is even more favorable than the national average of -0.219. This prudent profile demonstrates that the center manages its publication processes with more rigor than the national standard. By effectively avoiding discontinued journals, the institution shows strong due diligence in selecting dissemination channels. This practice protects it from the severe reputational risks associated with "predatory" or low-quality publishing and indicates a high level of information literacy among its researchers.
With a Z-score of -0.963, the institution maintains a low-risk profile, standing in stark contrast to the country's medium-risk average of 0.160. This gap points to effective institutional resilience, where internal governance acts as a filter against national trends. The university's controlled rate of hyper-authorship suggests a culture that successfully distinguishes between necessary massive collaboration and questionable practices like "honorary" or political authorship, thereby preserving individual accountability and transparency in its scientific contributions.
The institution's Z-score of -0.053 is in the low-risk range, a significantly better position than the national medium-risk score of 0.671. This demonstrates strong institutional resilience and is a key indicator of sustainable research capacity. The minimal gap suggests that the institution's scientific prestige is not dependent on external partners but is generated by its own structural capabilities and intellectual leadership. This reflects a mature research ecosystem where excellence metrics are the result of genuine internal capacity, ensuring long-term scientific autonomy and influence.
The institution records an exceptionally low Z-score of -1.413, positioning it in the very low-risk category and well below the national average of -0.684. This result demonstrates low-profile consistency, where the complete absence of risk signals aligns with and even improves upon the national standard. This indicates a healthy institutional culture that prioritizes the quality and integrity of the scientific record over sheer volume, successfully avoiding the potential imbalances and questionable authorship dynamics associated with extreme individual productivity.
With a Z-score of -0.092, the institution has a low-risk profile, which is particularly noteworthy when compared to the country's medium-risk average of 0.934. This demonstrates institutional resilience, as the university avoids a practice more common at the national level. By not depending excessively on its own journals, the institution mitigates potential conflicts of interest and academic endogamy. This commitment to seeking independent external peer review enhances the global visibility and competitive validation of its research, reinforcing its credibility.
The institution's Z-score of -0.766 is in the very low-risk category, significantly lower than the national average of -0.068. This signals a low-profile consistency, with an absence of risk signals that is even more pronounced than the national standard. This strong performance indicates that the institution's researchers are focused on producing significant and coherent new knowledge rather than artificially inflating productivity metrics. This practice of avoiding data fragmentation or "salami slicing" upholds the integrity of the scientific evidence and shows respect for the academic review system.
