| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.461 | 0.382 |
|
Retracted Output
|
-0.306 | 1.232 |
|
Institutional Self-Citation
|
-0.512 | -0.131 |
|
Discontinued Journals Output
|
0.890 | 0.599 |
|
Hyperauthored Output
|
-0.585 | 0.112 |
|
Leadership Impact Gap
|
-2.206 | 1.285 |
|
Hyperprolific Authors
|
-1.413 | -0.717 |
|
Institutional Journal Output
|
-0.268 | 2.465 |
|
Redundant Output
|
0.364 | -0.100 |
The Universidad del Quindio presents a balanced integrity profile, with an overall score of -0.183 indicating a performance aligned with global standards but with specific areas requiring strategic attention. The institution demonstrates remarkable strengths in maintaining scientific autonomy and quality control, particularly in its very low rates of hyperprolific authorship, minimal reliance on institutional journals, and a strong capacity for generating impact through its own research leadership. Furthermore, it effectively insulates itself from the country's high rate of retractions, showcasing robust internal review mechanisms. However, vulnerabilities emerge in publication practices, with medium-risk levels in redundant output, multiple affiliations, and a notable rate of publication in discontinued journals, which exceed national averages. These challenges contrast with the institution's recognized thematic strengths, evidenced by its SCImago Institutions Rankings in areas such as Agricultural and Biological Sciences and Social Sciences. To fully align with its mission of fostering "reflective leaders," "relevant research," and upholding "quality standards," it is crucial to address these publication strategy risks. Strengthening researcher guidance on ethical publication and affiliation practices will not only mitigate these vulnerabilities but also enhance the impact and integrity of its core research areas, solidifying its role in societal transformation.
The institution presents a Z-score of 0.461, while the national average is 0.382. This result indicates that the university is more exposed to the risks associated with multiple affiliations than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate suggests a greater institutional susceptibility to practices that could be perceived as strategic attempts to inflate institutional credit or “affiliation shopping.” This pattern warrants a review of affiliation policies to ensure they promote genuine collaboration and transparently reflect the substantive contributions of researchers.
The institution's Z-score for retracted output is -0.306, in stark contrast to the country's critical Z-score of 1.232. This demonstrates that the university functions as an effective filter, successfully insulating itself from a severe risk prevalent at the national level. Retractions can be complex, but a high national rate often points to systemic failures in quality control. The university's very low score is a testament to the strength of its pre-publication review processes and its institutional integrity culture, which appear to successfully prevent the types of methodological flaws or malpractice that lead to retractions elsewhere in the country.
With a Z-score of -0.512, significantly lower than the national average of -0.131, the institution exhibits a prudent and rigorous profile in its citation practices. A certain level of self-citation is natural, but the university's lower-than-average rate indicates a strong orientation towards external validation and integration within the global scientific community. This approach mitigates the risk of creating scientific 'echo chambers' and demonstrates that the institution's academic influence is built on broad recognition rather than being inflated by internal citation dynamics.
The institution shows a Z-score of 0.890, which is notably higher than the national average of 0.599. This indicates a high level of exposure to publishing in questionable venues, suggesting that the university is more prone to this risk than its national counterparts. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This pattern suggests that a significant portion of its scientific output may be channeled through media lacking international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for enhanced information literacy to avoid 'predatory' practices.
The institution's Z-score of -0.585 contrasts favorably with the national average of 0.112. This demonstrates institutional resilience, as its control mechanisms appear to successfully mitigate a systemic risk present in the country. While extensive author lists are legitimate in 'Big Science,' their prevalence outside these fields can indicate author list inflation. The university's low score suggests that it maintains clear standards for authorship, effectively preventing the dilution of individual accountability and discouraging 'honorary' or political authorship practices that are more common in its environment.
The institution records an exceptionally strong Z-score of -2.206, while the national context shows a risk-prone score of 1.285. This result signifies a preventive isolation from a national trend of dependency on external collaborations for impact. A wide positive gap, as seen at the country level, suggests that prestige is often exogenous and not structural. The university's negative score, however, indicates the opposite: the impact of research led by its own authors is robust and self-sufficient. This is a clear indicator of sustainable, high-quality internal research capacity and true intellectual leadership.
With a Z-score of -1.413, the institution shows a near-total absence of hyperprolific authors, a figure well below the already low national average of -0.717. This low-profile consistency underscores a healthy research environment that prioritizes substance over sheer volume. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and often point to risks like coercive authorship or data fragmentation. The university's excellent result in this area suggests a culture that fosters a proper balance between quantity and quality, ensuring the integrity of the scientific record.
The institution's Z-score of -0.268 is exceptionally low, especially when compared to the national average of 2.465. This demonstrates a clear case of preventive isolation, where the university avoids a widespread national practice that carries significant integrity risks. Excessive dependence on in-house journals can lead to conflicts of interest and academic endogamy, bypassing independent peer review. The university's minimal reliance on its own journals signals a strong commitment to external validation, global visibility, and competitive, merit-based dissemination of its research.
The institution's Z-score for redundant output is 0.364, representing a moderate deviation from the national average of -0.100. This indicates that the university shows a greater sensitivity to this risk factor than its national peers. This pattern alerts to the potential practice of 'salami slicing,' where a single study is fragmented into minimal publishable units to artificially inflate productivity metrics. Such a practice not only distorts the scientific evidence but also overburdens the peer-review system, suggesting a need to reinforce policies that prioritize the publication of significant, coherent bodies of work over sheer volume.