| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.742 | 0.382 |
|
Retracted Output
|
-0.296 | 1.232 |
|
Institutional Self-Citation
|
-0.122 | -0.131 |
|
Discontinued Journals Output
|
-0.008 | 0.599 |
|
Hyperauthored Output
|
-0.296 | 0.112 |
|
Leadership Impact Gap
|
0.855 | 1.285 |
|
Hyperprolific Authors
|
-0.840 | -0.717 |
|
Institutional Journal Output
|
1.452 | 2.465 |
|
Redundant Output
|
-0.145 | -0.100 |
The Universidad del Valle demonstrates a robust scientific integrity profile, with an overall risk score of 0.060 indicating strong institutional governance and a commitment to quality. The institution's primary strengths lie in its effective filtering of national risk trends, particularly evident in its exceptionally low rates of retracted output and publications in discontinued journals, showcasing superior pre-publication quality control. While the overall profile is very positive, moderate attention is warranted for the Rate of Multiple Affiliations and Output in Institutional Journals. These strengths in research integrity provide a solid foundation for the university's outstanding performance in several key thematic areas, as highlighted by SCImago Institutions Rankings data, including top-tier national rankings in Computer Science (4th), Physics and Astronomy (4th), Arts and Humanities (5th), and Pharmacology, Toxicology and Pharmaceutics (5th). This commitment to ethical research practices directly supports the university's mission to serve as a socially responsible state institution, as maintaining high integrity is fundamental to building a "just and democratic society." By proactively addressing the moderate-risk indicators, the Universidad del Valle can further solidify its position as a national benchmark for both academic excellence and unwavering scientific integrity.
The institution presents a Z-score of 0.742, while the national average is 0.382. This indicates that the university is more exposed to this particular risk factor than its national peers, even though both operate within a moderate-risk context. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this higher rate suggests a need for internal review to ensure that all declared affiliations are substantive and transparent. A disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping,” a practice that could undermine the perceived autonomy and focus of the university's research efforts.
With a Z-score of -0.296, the institution stands in stark contrast to the country's significant risk level (1.232). This result suggests the university functions as an effective firewall against the systemic vulnerabilities observed at the national level. Retractions can be complex, but a rate significantly lower than the environment points to highly effective quality control and supervision mechanisms prior to publication. This exceptional performance indicates that the institution's integrity culture is robust, successfully preventing the kind of recurring malpractice or lack of methodological rigor that appears to be a broader national challenge, thereby safeguarding its scientific reputation.
The institution's Z-score of -0.122 is in close alignment with the national average of -0.131, reflecting a state of statistical normality. This low and expected level of risk indicates a healthy balance in citation practices. A certain degree of self-citation is natural and reflects the continuity of established research lines. The current value does not signal any concerning scientific isolation or the formation of 'echo chambers,' confirming that the institution's academic influence is appropriately validated by the global scientific community rather than being inflated by internal dynamics.
The university's Z-score is -0.008, demonstrating remarkable institutional resilience when compared to the country's moderate risk score of 0.599. This suggests that the institution's control mechanisms and researcher guidance are effectively mitigating a systemic national risk. A high proportion of publications in such journals constitutes a critical alert regarding due diligence, but this institution's very low rate indicates that its academic community is successfully selecting reputable dissemination channels. This protects the university from severe reputational damage and demonstrates a strong commitment to avoiding 'predatory' practices, ensuring resources are invested in quality science.
With a Z-score of -0.296, the institution shows strong performance against a moderate national risk (0.112). This indicates institutional resilience, where internal practices appear to successfully control for authorship inflation. While extensive author lists are legitimate in 'Big Science,' a low score outside these contexts is a positive sign. It suggests that the university effectively promotes transparency and individual accountability, distinguishing between necessary massive collaboration and potentially problematic 'honorary' authorship practices that can dilute responsibility.
The institution's Z-score of 0.855 is moderately lower than the national average of 1.285, indicating a more differentiated management of this risk. Although a positive gap suggests some reliance on external partners for impact, the university is moderating this trend more effectively than its national peers. This signals a healthier balance between leveraging international collaborations and developing its own intellectual leadership. By controlling this gap, the institution reduces the sustainability risk of having its scientific prestige appear dependent and exogenous, and instead points toward the development of a more robust and structural internal research capacity.
The institution's Z-score of -0.840 reflects a more prudent profile than the national standard (-0.717). This indicates that the university manages its research processes with greater rigor, maintaining a very low incidence of extreme individual publication volumes. While high productivity can be legitimate, this controlled rate suggests a healthy institutional focus on quality over quantity. It mitigates risks such as coercive authorship or the assignment of credit without real participation, reinforcing a culture where meaningful intellectual contribution is valued above the inflation of metrics.
The university's Z-score of 1.452, while in the medium-risk category, is notably lower than the country's average of 2.465. This points to a differentiated management strategy, where the institution moderates a risk that is more pronounced at the national level. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy. The university's more controlled approach suggests a better balance, ensuring that a greater portion of its research undergoes independent external peer review. This enhances global visibility and reduces the risk of using internal channels as 'fast tracks' to inflate CVs without standard competitive validation.
With a Z-score of -0.145, the institution demonstrates a more prudent profile and rigorous process management than the national average (-0.100). This very low rate of bibliographic overlap suggests a strong institutional stance against data fragmentation or 'salami slicing.' The university's culture appears to prioritize the publication of significant, coherent studies over the artificial inflation of productivity metrics. This commitment to generating substantive new knowledge upholds the integrity of the scientific record and avoids overburdening the peer review system.
