| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.120 | 1.104 |
|
Retracted Output
|
0.032 | -0.184 |
|
Institutional Self-Citation
|
0.765 | 0.152 |
|
Discontinued Journals Output
|
0.140 | -0.219 |
|
Hyperauthored Output
|
-0.628 | 0.160 |
|
Leadership Impact Gap
|
-2.878 | 0.671 |
|
Hyperprolific Authors
|
-0.774 | -0.684 |
|
Institutional Journal Output
|
-0.268 | 0.934 |
|
Redundant Output
|
1.203 | -0.068 |
With an overall integrity score of -0.156, Universidad Católica Cardenal Raúl Silva Henríquez presents a robust and generally healthy scientific profile, characterized by significant strengths in research autonomy and ethical publication practices. The institution demonstrates exceptional control in key areas, showing a very low dependency on institutional journals and a minimal gap between its overall research impact and the impact of work under its direct leadership, indicating a sustainable and self-sufficient research model. However, this solid foundation is contrasted by medium-risk signals in areas such as the Rate of Retracted Output, Institutional Self-Citation, and Redundant Output, which require strategic attention. The University's strong academic positioning, particularly in Arts and Humanities, Psychology, and Social Sciences as evidenced by SCImago Institutions Rankings data, aligns with its mission to provide "education of excellence." Nevertheless, the identified risks could challenge this commitment to excellence and its social responsibility, as they suggest potential vulnerabilities in quality control and a tendency towards academic insularity. To fully honor its mission, the institution is encouraged to leverage its foundational strengths to implement targeted policies that address these specific vulnerabilities, thereby reinforcing its commitment to the highest standards of scientific integrity and social contribution.
The institution's Z-score of -0.120 is significantly lower than the national average of 1.104, demonstrating a high degree of institutional resilience. This suggests that the University's control mechanisms are effectively mitigating the systemic risks related to affiliation strategies that are more prevalent at the national level. While multiple affiliations can be a legitimate outcome of collaboration, the institution's low rate indicates a clear and transparent attribution of scientific credit, successfully avoiding practices like “affiliation shopping” that can artificially inflate institutional prestige.
The institution presents a Z-score of 0.032, a moderate deviation from the national average of -0.184. This difference suggests that the University shows a greater sensitivity to risk factors leading to retractions compared to its national peers. Retractions are complex events, but a rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This score indicates that quality control mechanisms prior to publication may be facing challenges, pointing to possible recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management.
With a Z-score of 0.765, the institution's rate of self-citation is notably higher than the national average of 0.152, indicating a high exposure to this particular risk. This suggests the center is more prone to showing alert signals in this area than its environment average. While a certain level of self-citation is natural, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than recognition from the global community.
The institution's Z-score of 0.140 marks a moderate deviation from the national average of -0.219, indicating a greater sensitivity to this risk factor than its peers. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a portion of the University's scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting a need to reinforce information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution maintains a Z-score of -0.628, well below the national average of 0.160. This demonstrates strong institutional resilience, as control mechanisms appear to successfully mitigate the systemic risks of authorship inflation observed nationally. Outside of "Big Science" contexts, high rates in this indicator can signal a dilution of individual accountability. The University's prudent profile in this area confirms a commitment to transparent and meaningful authorship, effectively distinguishing between necessary collaboration and questionable 'honorary' authorship practices.
The institution shows exceptional performance with a Z-score of -2.878, in stark contrast to the national average of 0.671. This result signifies a preventive isolation, as the center does not replicate the risk dynamics of external dependency observed in its environment. A wide positive gap often signals that prestige is reliant on external partners rather than internal capacity. The institution's very low score, however, confirms that its scientific prestige is structural and sustainable, stemming from genuine internal capacity and intellectual leadership in its research endeavors.
With a Z-score of -0.774, the institution demonstrates a more prudent profile than the national standard (-0.684). This indicates that the University manages its publication processes with more rigor than the national average. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful intellectual contribution. The institution's controlled score suggests a healthy balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record.
The institution's Z-score of -0.268 is exceptionally low, especially when compared to the national average of 0.934. This reflects a state of preventive isolation, where the University does not replicate the risk dynamics of academic endogamy present in its environment. Excessive dependence on in-house journals can raise conflicts of interest and limit global visibility. The institution's minimal reliance on these channels demonstrates a strong commitment to independent external peer review and competitive validation, ensuring its research is assessed on a global stage.
The institution's Z-score of 1.203 represents a moderate deviation from the national average of -0.068, indicating a greater sensitivity to this risk factor than its peers. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing.' This high value alerts to the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This dynamic not only distorts the available scientific evidence but also overburdens the review system, suggesting a need to reinforce policies that prioritize significant new knowledge over publication volume.
