| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.841 | 0.920 |
|
Retracted Output
|
0.136 | 0.637 |
|
Institutional Self-Citation
|
12.186 | 1.096 |
|
Discontinued Journals Output
|
16.397 | 3.894 |
|
Hyperauthored Output
|
-1.388 | -0.241 |
|
Leadership Impact Gap
|
-1.164 | 0.454 |
|
Hyperprolific Authors
|
-1.413 | -0.431 |
|
Institutional Journal Output
|
-0.268 | -0.153 |
|
Redundant Output
|
1.561 | 0.074 |
The Universidad Regional Autonoma de Los Andes presents a highly polarized scientific integrity profile, with an overall risk score of 3.628. The institution demonstrates exceptional strengths in areas related to research leadership and authorial integrity, including a minimal gap between its overall impact and the impact of its self-led research, alongside very low rates of hyper-authorship and hyperprolific authors. These strengths are foundational. However, they are critically undermined by significant vulnerabilities in publication and citation practices, specifically an extremely high rate of output in discontinued journals and an alarming level of institutional self-citation. These weaknesses directly challenge the university's mission to form professionals with an "ethical and supportive conscience" and to provide a "scientific education," as they risk isolating the institution's research and compromising its credibility. The university's strong positioning in key thematic areas, as evidenced by its SCImago Institutions Rankings in Ecuador for Mathematics (4th), Engineering (6th), and Medicine (12th), provides a solid base of academic excellence. To protect and enhance this reputation, it is imperative to implement a targeted strategy that addresses the identified vulnerabilities, ensuring that its operational practices fully align with its stated mission of responsible and competitive scientific contribution.
The institution exhibits a Z-score of -0.841, indicating a low risk, which contrasts favorably with the national average of 0.920, situated at a medium risk level. This disparity suggests the university possesses robust institutional resilience, with control mechanisms that effectively mitigate the systemic risks of affiliation inflation prevalent in the country. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's low score demonstrates that it is not participating in these national dynamics, maintaining a clear and transparent representation of its collaborative footprint and institutional credit.
With a Z-score of 0.136, the institution is positioned at a medium risk level, similar to the national context, which has a score of 0.637. However, the university's significantly lower score points to a differentiated management approach, successfully moderating a risk that is more common across the country. Retractions are complex events, and a high rate can suggest systemic failures in pre-publication quality control. In this case, the institution's ability to maintain a lower rate than its national peers indicates that its integrity culture and methodological rigor, while not immune to issues, are more effective at preventing the kind of recurring malpractice or error that leads to retractions.
The institution's Z-score of 12.186 is a critical alert, placing it at a significant risk level that far exceeds the country's medium-risk score of 1.096. This situation indicates a severe risk accentuation, where the university is not merely reflecting a national vulnerability but is amplifying it to an extreme degree. A certain level of self-citation is natural, but this disproportionately high rate signals a profound scientific isolation or an 'echo chamber' where work is validated internally without sufficient external scrutiny. This practice creates a high risk of endogamous impact inflation, suggesting that the institution's academic influence may be artificially oversized by internal dynamics rather than by genuine recognition from the global scientific community, demanding an urgent review of citation ethics.
The university's Z-score of 16.397 represents a global red flag, positioning it at a significant risk level that dramatically surpasses the already compromised national average of 3.894. This score indicates that the institution is a leading contributor to this high-risk metric within a country already facing critical challenges. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This extreme value suggests that a substantial portion of the university's scientific output is channeled through media failing to meet international ethical or quality standards, exposing the institution to severe reputational damage and indicating an urgent, systemic need for improved information literacy to avoid wasting resources on predatory or low-quality practices.
The institution demonstrates excellent performance with a Z-score of -1.388 (very low risk), which is even more conservative than the country's low-risk score of -0.241. This low-profile consistency shows an absence of risk signals that aligns well with the national standard. While extensive author lists are legitimate in 'Big Science,' high rates outside these contexts can indicate author list inflation, diluting accountability. The university's very low score confirms that its authorship practices are transparent and avoid honorary or political attributions, reflecting a healthy culture of individual responsibility.
With a Z-score of -1.164, the institution shows a very low-risk profile, marking a clear case of preventive isolation from the national trend, where the country's score is 0.454 (medium risk). A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own intellectual leadership. The university's negative score is a strong positive indicator, demonstrating that its scientific impact is not reliant on collaborations where it does not lead. This suggests that its excellence metrics are the result of genuine internal capacity and structural strength, ensuring its scientific prestige is sustainable and autonomous.
The university's Z-score of -1.413 is in the very low-risk category, showcasing a stronger position than the national low-risk average of -0.431. This low-profile consistency indicates that the institution's environment is free from the risk signals associated with extreme publication volumes. Hyperprolificacy can point to imbalances between quantity and quality, potentially involving coercive authorship or data fragmentation. The institution's clean slate in this area is a testament to an academic culture that prioritizes the integrity of the scientific record and meaningful intellectual contribution over sheer volume.
The institution's Z-score of -0.268 is firmly in the very low-risk category, slightly better than the country's already low-risk score of -0.153. This signals a state of total operational silence, with an absence of risk signals even below the national average. Excessive dependence on in-house journals can raise conflicts of interest and bypass independent peer review. The university's negligible rate of publication in its own journals demonstrates a strong commitment to seeking external, competitive validation for its research, thereby ensuring greater global visibility and avoiding any perception of academic endogamy or using internal channels as 'fast tracks' for publication.
The institution's Z-score of 1.561 places it at a medium risk level, a status it shares with the country (0.074). However, the university's score is substantially higher than the national average, indicating high exposure and suggesting it is more prone to this risk than its peers. A high value in this indicator alerts to the potential practice of 'salami slicing'—dividing a coherent study into minimal publishable units to artificially inflate productivity. This dynamic, which appears more pronounced at the institution than elsewhere in the country, risks distorting the scientific evidence base and warrants a review of authorship guidelines to promote the publication of more significant, consolidated findings.
