| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.550 | 1.104 |
|
Retracted Output
|
-0.400 | -0.184 |
|
Institutional Self-Citation
|
-0.642 | 0.152 |
|
Discontinued Journals Output
|
-0.334 | -0.219 |
|
Hyperauthored Output
|
-0.446 | 0.160 |
|
Leadership Impact Gap
|
2.243 | 0.671 |
|
Hyperprolific Authors
|
-1.413 | -0.684 |
|
Institutional Journal Output
|
-0.268 | 0.934 |
|
Redundant Output
|
-0.421 | -0.068 |
Universidad Finis Terrae demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.163, which indicates a performance aligned with best international practices. The institution's primary strengths lie in its exceptionally low rates of retractions, publication in discontinued journals, and hyperprolific authorship, suggesting strong quality control and a culture that prioritizes substance over volume. This operational soundness supports its thematic leadership, as evidenced by its SCImago Institutions Rankings, particularly in areas such as Dentistry (ranked 9th nationally), Agricultural and Biological Sciences, and Medicine. However, to fully align with its mission of building an "academic community of excellence," strategic attention is required for two medium-risk indicators: the rate of multiple affiliations and the gap in impact between its total output and that led by its own researchers. Addressing these vulnerabilities—which suggest a potential over-reliance on external collaborations for impact and metric-oriented affiliation strategies—will be crucial to ensure that the institution's recognized excellence is both structurally sustainable and fully rooted in its foundational pursuit of truth and academic integrity. A proactive focus on these areas will consolidate its position as a benchmark for responsible and high-quality research.
The institution presents a Z-score of 1.550, while the national average is 1.104. This value indicates that the university is more exposed to the risks associated with this practice than the average for its national context. Although multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's higher-than-average rate suggests a potential vulnerability. This pattern could signal strategic attempts to inflate institutional credit or "affiliation shopping," a dynamic that warrants a review of institutional policies to ensure that collaborative practices genuinely reflect substantive contributions rather than metric optimization.
The institution's Z-score of -0.400 is significantly lower than the national average of -0.184, demonstrating an exemplary integrity profile in this area. This near-total absence of risk signals is consistent with the low-risk standard observed nationally, but the university's performance is even stronger. A high rate of retractions can suggest systemic failures in quality control prior to publication. In contrast, the institution's excellent result indicates that its supervision and methodological rigor are effective, preventing the types of errors or malpractice that lead to such critical post-publication corrections and reinforcing its commitment to a reliable scientific record.
With a Z-score of -0.642, the institution shows a markedly lower rate of self-citation compared to the national average of 0.152. This demonstrates significant institutional resilience, as it successfully mitigates a risk that is more prevalent within the country's research system. While a certain level of self-citation is natural, the national trend points towards a risk of 'echo chambers'. The university, however, avoids this pitfall, indicating that its research is validated by the broader scientific community rather than through internal dynamics. This strong external orientation prevents endogamous impact inflation and confirms that its academic influence is based on global recognition.
The institution's Z-score of -0.334 is well below the national average of -0.219, highlighting a strong performance in selecting reputable publication venues. The absence of risk signals in this indicator aligns with the generally low-risk national standard, but the university's even lower score points to particularly rigorous due diligence. A high proportion of publications in discontinued journals is a critical alert for reputational risk and wasted resources. The institution's positive result suggests its researchers are well-informed and effectively avoid predatory or low-quality channels, thereby safeguarding its scientific output and reputation.
The institution records a Z-score of -0.446, which is considerably lower than the national average of 0.160. This result suggests the presence of effective institutional control mechanisms that mitigate a systemic risk observed at the country level. While extensive author lists are legitimate in 'Big Science', their prevalence outside these fields can indicate author list inflation, which dilutes individual accountability. The university's prudent profile in this area demonstrates a commitment to transparency and meaningful contribution, successfully filtering out practices like 'honorary' authorship that are more common in its environment.
The institution's Z-score of 2.243 is substantially higher than the national average of 0.671, indicating a high exposure to dependency on external collaborations for impact. This wide positive gap—where overall impact is significantly higher than the impact of research led by the institution—signals a potential sustainability risk. It suggests that the university's scientific prestige may be largely exogenous, stemming from strategic positioning in collaborations where it does not exercise intellectual leadership. This finding invites a strategic reflection on how to build genuine internal capacity to ensure that its excellence metrics are a direct result of its own structural strengths.
With a Z-score of -1.413, the institution shows a near-complete absence of hyperprolific authors, performing significantly better than the national average of -0.684. This result aligns with the low-risk national context but demonstrates an even more conservative and integrity-focused approach. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The institution's very low score indicates a healthy research environment that discourages practices such as coercive authorship or superficial contributions, prioritizing the integrity of the scientific record over inflated productivity metrics.
The institution's Z-score of -0.268 contrasts sharply with the national average of 0.934, demonstrating a clear operational disconnection from a risk dynamic prevalent in its environment. This preventive isolation shows that the university does not replicate the national tendency toward publishing in its own journals. While in-house journals can be valuable, excessive dependence on them creates conflicts of interest and risks academic endogamy by bypassing independent peer review. The institution's low rate of publication in its own journals reinforces its commitment to external validation and global visibility, avoiding the use of internal channels as potential 'fast tracks' for publication.
The institution has a Z-score of -0.421, which is notably lower than the national average of -0.068. This indicates a prudent profile where processes are managed with more rigor than the national standard. Massive bibliographic overlap between publications can be a sign of 'salami slicing'—the practice of fragmenting a study into minimal units to artificially inflate productivity. The university's lower-than-average score suggests its researchers are less prone to this practice, instead favoring the publication of coherent, significant studies. This approach strengthens the scientific record and reflects a culture that values substantial contributions over sheer volume.
