| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.448 | 0.920 |
|
Retracted Output
|
-0.371 | 0.637 |
|
Institutional Self-Citation
|
0.040 | 1.096 |
|
Discontinued Journals Output
|
2.092 | 3.894 |
|
Hyperauthored Output
|
-0.788 | -0.241 |
|
Leadership Impact Gap
|
1.662 | 0.454 |
|
Hyperprolific Authors
|
-0.935 | -0.431 |
|
Institutional Journal Output
|
-0.268 | -0.153 |
|
Redundant Output
|
1.305 | 0.074 |
The Universidad Catolica de Santiago de Guayaquil presents a moderate overall performance profile (Score: 0.443), characterized by significant strengths in research governance alongside specific vulnerabilities that require strategic attention. The institution demonstrates exemplary control in areas such as the prevention of hyperprolific authorship and the use of institutional journals, indicating a solid foundation of academic integrity. These strengths are complemented by notable thematic positioning within Ecuador, particularly in Business, Management and Accounting (ranked 8th) and Medicine (ranked 9th), according to SCImago Institutions Rankings data. However, this positive outlook is counterbalanced by medium-risk indicators related to redundant publications, multiple affiliations, and a notable dependency on external collaborations for scientific impact. These patterns may conflict with the university's mission to form "socially responsible professionals" for "sustainable development," as they suggest a focus on metric optimization over the generation of robust, self-sustaining knowledge. To fully align its scientific practices with its institutional mission, it is recommended that the university leverage its proven governance strengths to mitigate these strategic risks, fostering a culture that prioritizes substantive intellectual leadership and research quality over sheer volume.
The institution's Z-score of 1.448 is notably higher than the national average of 0.920, placing it in a position of high exposure within a national context already showing medium-level risk. This suggests that the university is more prone than its national peers to engage in practices that could be perceived as strategic attempts to inflate institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's elevated rate warrants a review to ensure that these affiliations reflect genuine, substantive collaboration rather than "affiliation shopping," a practice that can dilute institutional identity and misrepresent research contributions.
With a Z-score of -0.371, the institution demonstrates a low-risk profile that contrasts sharply with the country's medium-risk average of 0.637. This positive differential highlights the university's institutional resilience, suggesting that its internal quality control and supervision mechanisms are effectively mitigating a systemic risk prevalent in the national environment. A rate significantly higher than the average can alert to a vulnerability in an institution's integrity culture. Therefore, the university's low score indicates that its pre-publication review processes are robust, successfully preventing the types of recurring malpractice or lack of methodological rigor that may be affecting other institutions in the country.
Although both the institution (Z-score: 0.040) and the country (Z-score: 1.096) register a medium level of risk, the university's score is substantially lower, indicating a differentiated management approach. This suggests the institution successfully moderates a risk that is far more common at the national level. A certain degree of self-citation is natural, but the higher national average points to a broader tendency toward scientific isolation or 'echo chambers'. The university's comparatively low score demonstrates better control over this practice, reducing the risk of endogamous impact inflation and ensuring its academic influence is less dependent on internal validation and more aligned with recognition from the global scientific community.
The institution's Z-score of 2.092 (medium risk) is situated within a national context of significant risk (Z-score: 3.894), indicating a degree of relative containment. While the university is not entirely immune to publishing in questionable venues, it appears to operate with more order and diligence than the national average. A high proportion of output in discontinued journals is a critical alert regarding the selection of dissemination channels. The institution's score, while still a concern, suggests it is partially mitigating the severe reputational damage and resource wastage associated with 'predatory' practices that are more widespread across the country, though an urgent need for enhanced information literacy remains.
With a Z-score of -0.788, the institution exhibits a prudent profile, performing with more rigor than the national standard (Z-score: -0.241), even though both are in a low-risk category. This demonstrates a well-managed approach to authorship. Outside of 'Big Science' contexts, high rates in this indicator can signal author list inflation, which dilutes individual accountability. The university's lower score indicates a reduced tendency toward such practices, reinforcing transparency and ensuring that authorship accurately reflects substantive intellectual contribution.
The institution's Z-score of 1.662 is significantly higher than the national average of 0.454, signaling high exposure to a sustainability risk despite both being in the medium-risk category. This wide positive gap suggests that the university's scientific prestige is heavily dependent on external collaborations in which it does not exercise intellectual leadership. This pattern raises important questions about whether its measured excellence results from genuine internal capacity or from strategic positioning in partnerships. It points to a potential vulnerability where institutional impact is largely exogenous and not structurally embedded, warranting a strategic reflection on fostering homegrown research leadership.
The institution's Z-score of -0.935 (very low risk) demonstrates low-profile consistency when compared to the country's already low-risk score of -0.431. The complete absence of risk signals at the university is even more pronounced than the national standard, indicating an exemplary balance between productivity and quality. This effectively preempts the risks associated with extreme publication volumes, such as coercive authorship or superficial contributions ('salami slicing'), thereby protecting the integrity of its scientific record and ensuring that authorship is tied to meaningful intellectual work.
With a Z-score of -0.268, the institution shows a total absence of risk signals, performing even better than the very low national average of -0.153. This state of total operational silence confirms that the university avoids dependence on its own journals for publication. This practice is a hallmark of strong academic governance, as it eliminates potential conflicts of interest and the risk of academic endogamy. By ensuring its research output undergoes independent, external peer review, the institution enhances its global visibility and submits its work to standard competitive validation, strengthening its scientific credibility.
The institution's Z-score of 1.305 is substantially higher than the national average of 0.074, indicating high exposure to this risk, even though both fall within the medium-risk classification. This score alerts to a potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. This pattern of 'salami slicing' not only distorts the available scientific evidence but also suggests a research culture that may prioritize volume over the generation of significant new knowledge, a trend that requires immediate strategic review to align publication practices with scientific integrity.