| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.505 | 0.382 |
|
Retracted Output
|
27.532 | 1.232 |
|
Institutional Self-Citation
|
0.149 | -0.131 |
|
Discontinued Journals Output
|
2.751 | 0.599 |
|
Hyperauthored Output
|
-0.541 | 0.112 |
|
Leadership Impact Gap
|
2.282 | 1.285 |
|
Hyperprolific Authors
|
1.158 | -0.717 |
|
Institutional Journal Output
|
-0.268 | 2.465 |
|
Redundant Output
|
-0.071 | -0.100 |
The Universidad de la Costa demonstrates a strong overall performance, reflected in its integrity score of 9.140. This is underpinned by notable strengths in managing hyper-authorship and avoiding academic endogamy through institutional journals, indicating robust internal governance in specific areas. However, this positive outlook is critically challenged by significant risks in the Rate of Retracted Output and the Rate of Output in Discontinued Journals, which signal urgent vulnerabilities in pre-publication quality control and dissemination strategies. These risks pose a direct threat to the institution's mission of achieving "academic and research excellence" with a "high sense of responsibility," as they can erode the credibility of its outstanding research performance, particularly in its leading fields such as Biochemistry, Genetics and Molecular Biology (ranked #1 in Colombia), Computer Science (#2), and Physics and Astronomy (#2), according to SCImago Institutions Rankings data. To safeguard its reputation and align its practices with its mission, it is imperative that the university leverages its governance strengths to implement a comprehensive integrity framework focused on enhancing methodological rigor and promoting responsible publication choices.
The institution's Z-score of 1.505 is significantly higher than the national average of 0.382, indicating a greater exposure to the risks associated with this practice. While both the university and the country operate within a medium-risk context, this heightened institutional tendency warrants a review of affiliation policies. Although multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit or engage in “affiliation shopping,” a practice that should be carefully monitored to ensure transparency and proper attribution of research contributions.
With a Z-score of 27.532, the institution presents a critical anomaly, drastically exceeding the national average of 1.232. This value constitutes a global red flag, suggesting that the institution's quality control mechanisms prior to publication may be failing systemically. A rate this significantly higher than the global average alerts to a severe vulnerability in the institution's integrity culture. It points beyond isolated, honest corrections to the possibility of recurring malpractice or a fundamental lack of methodological rigor, requiring immediate and thorough qualitative verification by management to address the root causes.
The university's Z-score of 0.149 places it in a medium-risk category, showing a moderate deviation from the low-risk national standard of -0.131. This divergence suggests the institution is more sensitive to practices that can lead to scientific isolation. While a certain level of self-citation reflects the natural continuity of research lines, this elevated rate warns of a potential 'echo chamber' where the institution's work is validated without sufficient external scrutiny. This creates a risk of endogamous impact inflation, where academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score of 2.751 represents a significant risk, amplifying a vulnerability already present in the national system, which has a medium-risk score of 0.599. This high value is a critical alert regarding the due diligence applied in selecting dissemination channels. It indicates that a substantial portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality publications.
The institution demonstrates notable institutional resilience in this area, with a low-risk Z-score of -0.541, contrasting favorably with the country's medium-risk average of 0.112. This suggests that internal control mechanisms are effectively mitigating a risk that is more prevalent at the national level. By maintaining a low rate, the university successfully distinguishes between necessary massive collaboration and problematic practices like 'honorary' or political authorship, thereby preserving individual accountability and transparency in its research publications.
With a Z-score of 2.282, the institution shows high exposure to this risk, exceeding the national average of 1.285 within the same medium-risk category. This wider gap signals a significant dependency on external partners for achieving high-impact research. Such a dynamic suggests a sustainability risk, where scientific prestige may be more exogenous and dependent rather than structural and self-generated. This finding invites a strategic reflection on whether the institution's excellence metrics result from its own internal capacity or from its positioning in collaborations where it does not exercise primary intellectual leadership.
The university's Z-score of 1.158 indicates a medium-risk level, a moderate deviation from the low-risk national standard of -0.717. This suggests a greater institutional sensitivity to authorship practices that may prioritize quantity over quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator serves as an alert to potential imbalances, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that can compromise the integrity of the scientific record.
The institution exhibits a pattern of preventive isolation from a common risk in its environment, with a very low-risk Z-score of -0.268 compared to the country's medium-risk score of 2.465. This is a clear strength, demonstrating a commitment to external validation and global visibility. By avoiding excessive dependence on its own journals, the university effectively sidesteps potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review and is not channeled through internal 'fast tracks' that bypass standard competitive validation.
The institution's Z-score of -0.071 reflects a state of statistical normality, aligning closely with the national average of -0.100, both within a low-risk profile. This indicates that the university's publication practices are in line with its context and do not raise concerns about data fragmentation. This low score suggests the institution effectively discourages the practice of dividing a single coherent study into 'minimal publishable units' simply to inflate productivity metrics, thereby upholding the value of significant, consolidated knowledge.