| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.657 | -0.282 |
|
Retracted Output
|
122.964 | 42.702 |
|
Institutional Self-Citation
|
2.525 | 0.095 |
|
Discontinued Journals Output
|
3.488 | 4.448 |
|
Hyperauthored Output
|
-1.133 | 2.306 |
|
Leadership Impact Gap
|
-0.725 | 1.864 |
|
Hyperprolific Authors
|
0.396 | 0.354 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.647 | -0.223 |
With an overall integrity score of 37.599, Universidad Tecnologica Centroamericana presents a profile of pronounced contrasts, combining areas of exceptional governance with critical vulnerabilities that require immediate attention. The institution demonstrates significant strengths in maintaining transparent authorship practices, developing independent research capacity, and avoiding academic endogamy. These positive aspects are counterbalanced by severe risks related to the high rate of retracted publications, institutional self-citation, and output in discontinued journals. According to SCImago Institutions Rankings data, the university holds a leadership position in Honduras, ranking first in Engineering and second in Social Sciences. However, the identified integrity risks directly challenge the institution's mission to "train leading professionals, with a global vision and social commitment." A high rate of retractions and academic insularity contradicts the principles of "academic and technological innovation" and "internationality," potentially undermining the credibility of its leadership. By strategically addressing these vulnerabilities, particularly in pre-publication quality control and fostering external validation, the university can consolidate its reputation and ensure its practices are fully aligned with its commitment to excellence and social responsibility.
The institution presents a Z-score of -0.657, which is more favorable than the national average of -0.282. This indicates a prudent and well-managed approach to academic collaboration. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution demonstrates more rigorous control over these practices than the national standard. This suggests the existence of clear policies that ensure collaborations are substantive and transparent, effectively avoiding strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby reinforcing the integrity of its partnerships.
The institution's Z-score of 122.964 is critically high, significantly exceeding the already compromised national average of 42.702. This constitutes a global red flag, positioning the center as a leader in risk metrics within a challenging national context. A rate this far above the global average signals a systemic failure in quality control mechanisms prior to publication. This is not merely a collection of isolated incidents but a profound vulnerability in the institution's integrity culture, indicating a high probability of recurring malpractice or a lack of methodological rigor that requires an immediate and thorough qualitative verification by management to protect its scientific reputation.
With a Z-score of 2.525, the institution shows a significant risk level, amplifying a vulnerability that is present but less pronounced at the national level (Z-score of 0.095). This disproportionately high rate signals a concerning trend towards scientific isolation, creating an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This dynamic warns of a serious 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, which directly conflicts with its stated goal of having a "global vision."
The institution's Z-score of 3.488 indicates a significant risk, although it demonstrates more control than the critical national average of 4.448. This attenuated alert suggests that while the university is an outlier in a high-risk environment, it has some mechanisms to moderate the problem. Nevertheless, the high score remains a critical issue, indicating that a significant portion of its scientific production is channeled through media that do not meet international ethical or quality standards. This exposes the institution to severe reputational risks and highlights an urgent need to improve information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publication practices.
The institution exhibits a Z-score of -1.133, a very low risk level that stands in stark contrast to the country's significant risk score of 2.306. This environmental disconnection is a testament to strong internal governance. While the national context may be prone to author list inflation, the institution maintains practices that ensure transparency and accountability in authorship. This result indicates that the university successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship, upholding a standard of integrity independent of its surrounding environment.
With a Z-score of -0.725, the institution shows a low-risk profile, demonstrating resilience against the national trend, where the Z-score is 1.864. This favorable gap suggests that the institution's scientific prestige is not dependent on external partners but is driven by its own structural capacity. Unlike the systemic risk in the country, the university's excellence metrics appear to result from genuine internal capabilities and intellectual leadership. This is a strong indicator of sustainable and autonomous research development, reflecting a mature and self-sufficient scientific ecosystem.
The institution's Z-score of 0.396 is at a medium risk level, closely mirroring the national average of 0.354. This alignment suggests a systemic pattern where the institution's practices reflect shared pressures or incentive structures at a national level. While high productivity can be legitimate, extreme publication volumes challenge the limits of meaningful intellectual contribution. This indicator serves as an alert to review whether institutional evaluation systems might be inadvertently promoting quantity over quality, potentially leading to risks such as coercive authorship or the assignment of credit without real participation.
The institution's Z-score of -0.268 is identical to the national average, both at a very low risk level. This reflects a perfect integrity synchrony with its environment. By avoiding excessive dependence on its own journals, the university effectively mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, which is essential for achieving global visibility and competitive validation, rather than using internal channels as 'fast tracks' to inflate productivity metrics.
The institution's Z-score of 0.647 places it at a medium risk level, representing a moderate deviation from the low-risk national average of -0.223. This indicates that the center shows a greater sensitivity to this risk factor than its national peers. The score alerts to a potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, also known as 'salami slicing.' This behavior not only distorts the available scientific evidence but also overburdens the peer-review system, prioritizing publication volume over the generation of significant new knowledge.