| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.567 | 0.920 |
|
Retracted Output
|
0.220 | 0.637 |
|
Institutional Self-Citation
|
-0.302 | 1.096 |
|
Discontinued Journals Output
|
1.391 | 3.894 |
|
Hyperauthored Output
|
-0.470 | -0.241 |
|
Leadership Impact Gap
|
0.818 | 0.454 |
|
Hyperprolific Authors
|
-1.413 | -0.431 |
|
Institutional Journal Output
|
-0.268 | -0.153 |
|
Redundant Output
|
0.746 | 0.074 |
The Universidad de Cuenca demonstrates a solid foundation in scientific integrity, reflected in an overall risk score of 0.272. The institution's profile is characterized by significant strengths in areas of individual author conduct and institutional publishing practices, with exceptionally low risk signals for hyperprolific authorship and output in its own journals. These strengths are complemented by a prudent management of self-citation and hyper-authorship. However, the analysis also reveals vulnerabilities at a medium-risk level, particularly concerning the gap in impact from led research and the rate of redundant publications, where the university shows higher exposure than the national average. These results coincide with the institution's notable academic leadership, as evidenced by its SCImago Institutions Rankings, particularly in Dentistry (1st in Ecuador), Arts and Humanities (3rd), and Earth and Planetary Sciences (4th). To fully align with its mission of fostering "academic quality, creativity and innovation," it is crucial to address these identified risks. A dependency on external collaborations for impact or a focus on publication volume over substance could subtly undermine the commitment to genuine scientific advancement and social responsibility. By leveraging its robust integrity framework to mitigate these specific vulnerabilities, the University can ensure its operational practices fully embody its strategic vision of excellence and leadership.
The institution presents a Z-score of 0.567, which is notably lower than the national average of 0.920. This suggests a differentiated management approach, where the university successfully moderates a risk that is more common across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's more controlled profile indicates a healthier dynamic, reducing the likelihood of "affiliation shopping" and reinforcing a more transparent crediting system compared to its national peers.
With a Z-score of 0.220, the university's rate of retracted output is considerably lower than the national average of 0.637. This demonstrates a differentiated management of this risk, suggesting that the institution's quality control mechanisms are more effective than those prevalent in the national context. Although retractions can sometimes signify responsible supervision through the correction of honest errors, a rate significantly higher than the average can alert to systemic failures. The university's lower score indicates a stronger integrity culture and more robust methodological rigor, which helps prevent recurring malpractice and protects its scientific reputation.
The university shows a Z-score of -0.302, indicating a low-risk profile, in contrast to the national average of 1.096, which falls into the medium-risk category. This demonstrates strong institutional resilience, as the university's control mechanisms appear to successfully mitigate systemic risks present in its environment. A certain level of self-citation is natural, but the country's higher value points to a broader tendency toward scientific isolation. The university, however, avoids this pitfall, suggesting its work is validated by the global community rather than through internal "echo chambers," thereby ensuring its academic influence is not artificially inflated by endogamous dynamics.
The institution records a Z-score of 1.391, a medium-risk signal that is, however, significantly lower than the country's critical Z-score of 3.894. This indicates a situation of relative containment; although some risk signals are present, the university operates with more order and diligence than the national average. A high proportion of publications in discontinued journals is a critical alert regarding the selection of dissemination channels. The university's ability to keep this rate well below the national crisis level suggests it is better at avoiding "predatory" or low-quality practices, though continued vigilance and information literacy are necessary to further reduce reputational risks.
The university's Z-score for hyper-authored output is -0.470, which is lower than the national average of -0.241. This prudent profile suggests that the institution manages its authorship processes with more rigor than the national standard. While extensive author lists are legitimate in "Big Science," their appearance in other contexts can indicate author list inflation, which dilutes accountability. The university's lower score points to a healthier practice, effectively distinguishing between necessary massive collaboration and potentially problematic "honorary" or political authorship, thus upholding transparency in its research contributions.
With a Z-score of 0.818, the institution's gap between the impact of its total output and that of its leadership-driven output is notably higher than the national average of 0.454. This indicates a high exposure to this specific vulnerability compared to its environment. A very wide positive gap signals a sustainability risk, suggesting that the institution's scientific prestige may be overly dependent on external partners rather than its own structural capacity. This finding invites a strategic reflection on whether its excellence metrics are derived from genuine internal capabilities or from positioning in collaborations where the institution does not exercise intellectual leadership, a crucial factor for long-term scientific autonomy.
The university demonstrates an exceptionally low risk regarding hyperprolific authors, with a Z-score of -1.413, while the national context shows a low but present signal (-0.431). This low-profile consistency reflects an absence of risk signals that aligns with the national standard. The data indicates that the institution is effectively avoiding the pitfalls associated with extreme individual publication volumes, which can challenge the limits of meaningful intellectual contribution. By maintaining this control, the university safeguards against potential imbalances between quantity and quality and mitigates risks such as coercive or honorary authorship, thereby prioritizing the integrity of its scientific record.
The institution shows a Z-score of -0.268, which signals a complete absence of risk and is even lower than the country's very low average of -0.153. This state of total operational silence indicates that the university is not reliant on its own journals for publication. While in-house journals can be valuable for local dissemination, excessive dependence on them raises conflicts of interest. The university's negligible rate in this area demonstrates a strong commitment to independent external peer review, ensuring its scientific production is validated through standard competitive channels and maximizing its global visibility.
The university's Z-score for redundant output is 0.746, a medium-risk signal that is significantly higher than the national average of 0.074. This reveals a high exposure to this risk, suggesting the center is more prone to showing these alert signals than its environment. Massive bibliographic overlap between publications often indicates data fragmentation or "salami slicing," the practice of dividing a study into minimal publishable units to artificially inflate productivity. This high value serves as a warning that such practices may be distorting the scientific evidence and prioritizing volume over the generation of significant new knowledge, a trend that requires immediate attention.
