| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.374 | 0.920 |
|
Retracted Output
|
-0.531 | 0.637 |
|
Institutional Self-Citation
|
-0.312 | 1.096 |
|
Discontinued Journals Output
|
3.957 | 3.894 |
|
Hyperauthored Output
|
-0.730 | -0.241 |
|
Leadership Impact Gap
|
-1.158 | 0.454 |
|
Hyperprolific Authors
|
-1.413 | -0.431 |
|
Institutional Journal Output
|
-0.268 | -0.153 |
|
Redundant Output
|
-0.632 | 0.074 |
The Universidad de Investigacion de Tecnologia Experimental Yachay demonstrates a strong foundation in scientific integrity, marked by exceptional performance in several key areas, yet faces critical challenges that require immediate strategic attention. With an overall score of 0.460, the institution excels in maintaining a very low rate of retracted output, redundant publications, and hyperprolific authors, while also showcasing robust intellectual leadership with minimal dependency on external collaborators for impact. These strengths are a testament to a solid research culture. However, this positive profile is severely compromised by a significant-risk Z-score in publications within discontinued journals, a vulnerability that is systemic at the national level but slightly more pronounced at the institution. This practice directly conflicts with the university's mission "to generate science of excellence at an international level," as channeling research through low-quality venues undermines both excellence and global recognition. The institution's thematic strengths, evidenced by its high rankings in Pharmacology, Toxicology and Pharmaceutics (2nd in Ecuador, 8th in Latin America), Chemistry (6th in Ecuador), and Mathematics (8th in Ecuador) according to SCImago Institutions Rankings data, provide a powerful platform for growth. To fully align its operational reality with its ambitious mission, the university must urgently address its publication strategies, ensuring that its outstanding research capacity is reflected in high-quality, reputable dissemination channels.
The institution presents a Z-score of 1.374, which is higher than the national average of 0.920. This indicates that the university is more exposed to the risks associated with multiple affiliations than its national peers, operating in an environment where this practice is already common. While multiple affiliations can be a legitimate outcome of collaboration, the institution's higher rate suggests a greater sensitivity to factors that could lead to strategic "affiliation shopping" or attempts to artificially inflate institutional credit. This pattern warrants a review of institutional policies to ensure that all affiliations reflect substantive and transparent contributions.
With a Z-score of -0.531, the institution demonstrates an exemplary record, especially when contrasted with the national medium-risk average of 0.637. This performance signifies a clear disconnection from the risk dynamics observed elsewhere in the country. The near-total absence of retractions suggests that the university's pre-publication quality control and supervision mechanisms are highly effective. This robust internal governance acts as a preventive shield, protecting the institution from the systemic failures or potential recurring malpractice that a higher national rate might imply, and reinforcing its commitment to a culture of integrity.
The institution shows significant resilience against the national trend of self-citation, with a low-risk Z-score of -0.312 compared to the country's medium-risk score of 1.096. This demonstrates that the university's control mechanisms are effectively mitigating a systemic risk prevalent in its environment. Rather than operating within a scientific 'echo chamber,' the institution's work is validated by the broader international community, avoiding the endogamous impact inflation that can occur when an institution disproportionately cites its own work. This reflects a healthy integration into global scientific discourse.
The institution's Z-score of 3.957 is a global red flag, indicating a critical vulnerability that is even more pronounced than the already alarming national average of 3.894. This extremely high value signals that a significant portion of the university's scientific output is being channeled through publications that fail to meet international ethical or quality standards. This practice constitutes a severe reputational risk and suggests an urgent, systemic failure in due diligence when selecting dissemination channels. It is imperative to implement training and policies on information literacy to prevent the waste of resources on 'predatory' or low-quality journals and to safeguard the institution's scientific credibility.
The institution maintains a prudent profile regarding authorship, with a Z-score of -0.730 that is notably lower than the national standard of -0.241. This indicates that the university manages its authorship attribution processes with more rigor than its peers. The data suggests a healthy culture of accountability where author lists are less likely to be inflated with 'honorary' or political authorships. This responsible approach ensures that credit is assigned transparently and individual contributions remain clear, reinforcing the integrity of the institution's collaborative research.
The institution exhibits remarkable scientific autonomy, with a Z-score of -1.158, in stark contrast to the national medium-risk average of 0.454. This result indicates a preventive isolation from the national trend of dependency on external partners for impact. The university's prestige is clearly built on its own structural capacity and intellectual leadership, not on a strategic position in collaborations led by others. This self-sufficiency signals a sustainable and robust research ecosystem where excellence is generated and driven from within.
With a Z-score of -1.413, the institution shows a complete absence of hyperprolific authors, a signal of integrity that is consistent with the low-risk national environment (Z-score of -0.431). This lack of extreme individual publication volumes suggests a healthy balance between quantity and quality. It points to an academic culture that is free from the dynamics of coercive authorship or data fragmentation, prioritizing meaningful intellectual contributions over the simple inflation of publication metrics and thus upholding the integrity of the scientific record.
The institution demonstrates a total operational silence in this area, with a Z-score of -0.268, which is even lower than the minimal national average of -0.153. This complete avoidance of publishing in its own journals underscores a strong commitment to independent, external peer review. By shunning internal channels, the university eliminates any potential conflicts of interest and the risk of academic endogamy, ensuring its research is validated against global standards and maximizing its international visibility.
The institution effectively insulates itself from the risk of redundant publication, registering a very low Z-score of -0.632 while the national context shows a medium-level risk (Z-score of 0.074). This indicates that the university does not replicate the national tendency toward data fragmentation. The institution's researchers appear to prioritize the publication of coherent, impactful studies over the practice of 'salami slicing' to artificially inflate productivity. This commitment to generating significant new knowledge strengthens the scientific record and reflects a mature research culture.
