| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.998 | 0.382 |
|
Retracted Output
|
15.078 | 1.232 |
|
Institutional Self-Citation
|
0.247 | -0.131 |
|
Discontinued Journals Output
|
1.459 | 0.599 |
|
Hyperauthored Output
|
-0.799 | 0.112 |
|
Leadership Impact Gap
|
0.653 | 1.285 |
|
Hyperprolific Authors
|
-1.413 | -0.717 |
|
Institutional Journal Output
|
-0.268 | 2.465 |
|
Redundant Output
|
-0.381 | -0.100 |
With an overall integrity score of 4.733, Universidad Cooperativa de Colombia presents a complex profile characterized by significant strengths in authorship practices alongside critical vulnerabilities in its publication and quality control processes. The institution demonstrates exemplary management in areas such as the Rate of Hyperprolific Authors, Rate of Output in Institutional Journals, and Rate of Hyper-Authored Output, indicating a healthy culture of individual and collaborative research conduct. However, these strengths are overshadowed by a critically high Rate of Retracted Output, which poses a severe reputational risk, and medium-level alerts in Multiple Affiliations, Institutional Self-Citation, and Output in Discontinued Journals. These indicators suggest systemic challenges that could undermine the institution's academic credibility. According to SCImago Institutions Rankings data, the university shows notable competitive strength in specific thematic areas, ranking within the top 10 in Colombia for Pharmacology, Toxicology and Pharmaceutics (7th), Veterinary (7th), Biochemistry, Genetics and Molecular Biology (9th), and Energy (10th). The identified risks, particularly the high retraction rate and publication in low-quality journals, directly conflict with the institutional mission to "contribute to the construction and dissemination of knowledge" and support the "competitive development of the country." To fully realize its mission and protect its thematic strengths, it is imperative for the university to implement a robust strategy focused on enhancing pre-publication quality assurance, promoting ethical dissemination practices, and reinforcing its commitment to scientific integrity.
The institution's Z-score of 0.998 for multiple affiliations is notably higher than the national average of 0.382, placing it in a position of high exposure to the risks associated with this practice within a national context where it is already a common feature. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate suggests that the institution is more prone than its peers to patterns that could signal strategic attempts to inflate institutional credit. It is advisable to analyze these affiliation patterns to ensure they represent substantive collaborations that enrich the research environment, rather than "affiliation shopping" aimed at metric optimization.
With a Z-score of 15.078, the institution's rate of retracted output is alarmingly high, drastically exceeding the already significant national average of 1.232. This figure constitutes a global red flag, positioning the university as a primary driver of risk within a country already facing challenges in this area. Retractions are complex, but a rate of this magnitude suggests that quality control mechanisms prior to publication may be failing systemically. This is not a matter of isolated incidents but a critical vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a profound lack of methodological rigor that requires immediate and decisive qualitative verification by management to protect the institution's scientific reputation.
The institution shows a moderate deviation from the national norm with a Z-score of 0.247, while the country context reflects a low-risk profile (-0.131). This indicates a greater sensitivity at the institutional level to practices that can lead to academic insularity. A certain level of self-citation is natural and reflects the continuity of research lines; however, this disproportionately high rate can signal the formation of 'echo chambers' where work is validated internally without sufficient external scrutiny. This trend warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
With a Z-score of 1.459, the university demonstrates a higher propensity to publish in discontinued journals compared to the national average of 0.599. This indicates a high exposure to the risks of poor dissemination channel selection. A high proportion of output in such journals constitutes a critical alert regarding the due diligence of its researchers. This pattern suggests that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution displays institutional resilience with a low-risk Z-score of -0.799, which contrasts favorably with the medium-risk level observed nationally (0.112). This suggests that internal control mechanisms or the prevailing research culture are effectively mitigating a systemic risk present in the wider environment. The data indicates that authorship practices are well-calibrated, successfully distinguishing between necessary massive collaboration and the kind of author list inflation that can dilute individual accountability and transparency. This responsible management of authorship strengthens the credibility of the institution's collaborative work.
The institution's Z-score of 0.653 reflects a medium-risk gap, but its differentiated management of this issue is evident when compared to the higher national average of 1.285. This indicates the center is moderating a risk that is more pronounced across the country. A wide positive gap signals a sustainability risk where scientific prestige is dependent on external partners rather than internal capacity. While a dependency exists, the institution's more contained value suggests a better balance. This provides an opportunity for strategic reflection on how to further cultivate internal research capabilities to ensure excellence metrics are increasingly driven by its own intellectual leadership.
The institution exhibits a very low-risk profile in hyperprolific authorship (Z-score: -1.413), a figure that is even more robust than the low-risk national standard (-0.717). This low-profile consistency and absence of risk signals demonstrate a strong culture of responsible productivity. The data confirms that the institution effectively avoids the imbalances between quantity and quality that can arise from extreme publication volumes, thereby mitigating risks such as coercive authorship or the assignment of credit without real participation, and prioritizing the integrity of the scientific record.
A Z-score of -0.268 for output in institutional journals signifies a state of preventive isolation, as the university does not replicate the medium-risk dynamics observed at the national level (2.465). By largely avoiding in-house journals, the institution sidesteps potential conflicts of interest and the risk of academic endogamy where production might bypass independent external peer review. This strategic choice enhances the global visibility and competitive validation of its research, demonstrating a commitment to meeting international standards of scientific scrutiny.
The institution maintains a prudent profile regarding redundant publications, with a Z-score of -0.381 that is healthier than the national low-risk average of -0.100. This suggests that its processes are managed with more rigor than the national standard. The data indicates a successful discouragement of 'salami slicing,' the practice of fragmenting a single study into minimal publishable units to artificially inflate productivity. This approach ensures that the institution's contributions to the scientific literature are substantive, prioritizing the generation of significant new knowledge over mere volume.
