| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.149 | 0.382 |
|
Retracted Output
|
2.014 | 1.232 |
|
Institutional Self-Citation
|
-0.020 | -0.131 |
|
Discontinued Journals Output
|
1.287 | 0.599 |
|
Hyperauthored Output
|
-0.321 | 0.112 |
|
Leadership Impact Gap
|
-0.396 | 1.285 |
|
Hyperprolific Authors
|
-0.313 | -0.717 |
|
Institutional Journal Output
|
0.743 | 2.465 |
|
Redundant Output
|
-0.751 | -0.100 |
Universidad del Atlantico presents a solid overall performance profile (0.845) characterized by significant strengths in research autonomy and publication ethics, alongside critical vulnerabilities that require immediate strategic attention. The institution demonstrates commendable resilience by maintaining low-risk levels in areas where national trends show moderate risk, such as Hyper-Authored Output and the Leadership Impact Gap. Furthermore, its very low rate of redundant output signals a healthy focus on substantive research. These strengths are reflected in its national leadership in key thematic areas, with SCImago Institutions Rankings placing it among the top 10 in Colombia for Chemistry, Pharmacology, Toxicology and Pharmaceutics, and Earth and Planetary Sciences. However, this positive outlook is severely undermined by a significant-risk Z-score in Retracted Output, which is alarmingly higher than the national average, and a high exposure to publication in discontinued journals. These integrity risks directly conflict with the university's mission to pursue "academic excellence" and uphold "social responsibility," as they compromise the reliability of its scientific contributions. To safeguard its reputation and fully align its practices with its mission, the university should leverage its demonstrated control in other areas to implement rigorous pre-publication quality assurance and enhance researcher training on selecting high-integrity dissemination channels.
The institution's Z-score of 0.149, while indicating a medium level of activity, is notably lower than the national average of 0.382. This suggests that the university has implemented more effective management of this practice compared to its national peers. While multiple affiliations can be a legitimate outcome of collaboration, this differentiated performance indicates a reduced institutional risk of strategic "affiliation shopping" or attempts to artificially inflate academic credit, reflecting a more controlled and transparent approach to representing research partnerships.
With a Z-score of 2.014, the institution exhibits a significant risk level that is substantially higher than the already critical national average of 1.232. This disparity points to a critical anomaly, suggesting the institution is a major contributor to this issue within a compromised national context. Retractions are complex, but a rate this far above the norm signals that pre-publication quality control mechanisms may be failing systemically. This is not merely a collection of isolated incidents but a clear vulnerability in the institutional integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that demands an urgent and thorough qualitative verification by management.
The institution's Z-score of -0.020 is within the low-risk category, similar to the national average of -0.131. However, the slightly higher value for the university points to an incipient vulnerability that warrants observation. While a certain degree of self-citation is natural for developing research lines, this subtle increase could be an early indicator of a drift towards scientific isolation. It is crucial to monitor this trend to prevent the formation of 'echo chambers' where work is validated internally without sufficient external scrutiny, a practice that can lead to an endogamous inflation of perceived impact.
The university's Z-score of 1.287 places it at a medium risk level, but this figure is considerably higher than the national average of 0.599. This indicates a high institutional exposure to this particular risk factor. Such a pattern constitutes a critical alert regarding the due diligence exercised in selecting publication venues. It suggests that a significant portion of the university's scientific output is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational damage and signaling an urgent need for improved information literacy to prevent the waste of resources on 'predatory' or low-quality practices.
The institution demonstrates notable institutional resilience with a low-risk Z-score of -0.321, contrasting sharply with the medium-risk level (0.112) observed nationally. This indicates that the university's control mechanisms are effectively mitigating the country's systemic risks related to authorship. This strong performance suggests a culture that successfully distinguishes between necessary massive collaboration and problematic 'honorary' or political authorship, thereby preserving individual accountability and transparency in its research publications.
With a low-risk Z-score of -0.396, the institution shows exceptional resilience, particularly when compared to the medium-risk national average of 1.285. This result indicates that the university's scientific prestige is structurally sound and not overly dependent on external collaborators for impact. Unlike the national trend, this low gap suggests that excellence metrics are driven by genuine internal capacity and intellectual leadership, ensuring a sustainable and autonomous research ecosystem rather than one reliant on strategic positioning in collaborations led by others.
The institution's Z-score of -0.313 falls within the low-risk category, aligning with the national context (Z-score of -0.717). However, its value is slightly higher than the country's average, signaling an incipient vulnerability that should be monitored. While not yet a significant concern, this subtle signal warrants review to prevent potential imbalances between quantity and quality. It is important to ensure that institutional pressures do not encourage dynamics like coercive authorship or authorship without meaningful participation, which prioritize metrics over the integrity of the scientific record.
The university's Z-score of 0.743 indicates a medium risk level, but this is significantly more controlled than the national average of 2.465. This demonstrates a differentiated management approach that effectively moderates a common risk in the country. By limiting its dependence on in-house journals, the institution mitigates the potential for conflicts of interest and academic endogamy. This practice ensures that a greater share of its scientific production undergoes independent external peer review, thereby enhancing its global visibility and avoiding the use of internal channels as 'fast tracks' to inflate CVs without standard competitive validation.
With a Z-score of -0.751, the institution operates at a very low-risk level, which is consistent with the low-risk national environment (Z-score of -0.100). This absence of risk signals aligns perfectly with the national standard for integrity in this area. It indicates a healthy publication culture where researchers are focused on presenting coherent studies rather than artificially inflating productivity by fragmenting data into minimal publishable units. This commitment to substance over volume upholds the integrity of the scientific evidence and shows respect for the peer review system.
