| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.783 | 0.382 |
|
Retracted Output
|
-0.033 | 1.232 |
|
Institutional Self-Citation
|
-1.127 | -0.131 |
|
Discontinued Journals Output
|
-0.151 | 0.599 |
|
Hyperauthored Output
|
0.163 | 0.112 |
|
Leadership Impact Gap
|
2.208 | 1.285 |
|
Hyperprolific Authors
|
-1.413 | -0.717 |
|
Institutional Journal Output
|
0.911 | 2.465 |
|
Redundant Output
|
-0.490 | -0.100 |
Universidad CES demonstrates a robust and commendable profile in scientific integrity, with an overall performance score of 0.026 that reflects a solid commitment to ethical research practices. The institution's primary strengths lie in its rigorous quality control, evidenced by exceptionally low rates of retracted output, redundant publications, and hyperprolific authorship, positioning it as a benchmark of reliability within the national context. These strengths are particularly relevant given the university's prominent standing in key thematic areas, as highlighted by SCImago Institutions Rankings data, including its leadership in Dentistry (ranked 2nd in Colombia), Veterinary (9th), and Pharmacology, Toxicology and Pharmaceutics (19th). This foundation of integrity directly supports the institutional mission to form "ethical, scientific and competent human beings." However, areas of medium risk, such as a dependency on external collaborations for impact and a high rate of multiple affiliations, present strategic challenges that could subtly undermine the perception of intrinsic "excellence." By addressing these vulnerabilities, Universidad CES can not only reinforce its ethical commitments but also enhance its strategic autonomy and solidify its reputation as a leader in both scientific quality and responsible conduct.
The institution presents a Z-score of 0.783, which is notably higher than the national average of 0.382. Although both the university and the country fall within a medium-risk category, this comparison suggests the institution is more exposed to the factors driving this phenomenon. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate signals a need for strategic review. The data indicates a higher propensity for practices that could be interpreted as attempts to inflate institutional credit or "affiliation shopping," making it crucial for the university to ensure its collaboration policies are transparent and reflect genuine scientific contribution rather than metric optimization.
With a Z-score of -0.033, the institution demonstrates exceptional control over its publication quality, especially when contrasted with the country's significant-risk score of 1.232. This stark difference indicates that the university functions as an effective filter, successfully insulating itself from the systemic issues affecting the national scientific landscape. Retractions can sometimes signify responsible error correction, but the country's high rate points to widespread vulnerabilities. In this context, the institution's near-zero score is a powerful testament to its robust pre-publication quality control mechanisms and a deeply embedded culture of integrity, suggesting that potential methodological flaws or malpractice are effectively identified and addressed before they compromise the scientific record.
The institution's Z-score of -1.127 is exceptionally low, placing it well below the national average of -0.131. This result demonstrates a consistent and healthy pattern of external validation that surpasses the already low-risk national standard. A certain level of self-citation is natural, but the university's minimal reliance on it confirms an absence of scientific isolation or "echo chambers." This value strongly suggests that the institution's academic influence is genuinely recognized by the global community, rather than being inflated by endogamous internal dynamics, reflecting a high degree of integration and relevance in international research conversations.
The university shows a low-risk Z-score of -0.151, demonstrating institutional resilience against the national trend, which sits at a medium-risk score of 0.599. This indicates that the institution's control mechanisms are effectively mitigating a systemic risk present in its environment. While a sporadic presence in such journals can occur, the country's score suggests a broader vulnerability. The university’s superior performance indicates that its researchers exercise strong due diligence in selecting dissemination channels, thereby protecting its reputation and resources from being wasted on 'predatory' or low-quality publications that fail to meet international ethical standards.
The institution's Z-score of 0.163 is closely aligned with the national average of 0.112, indicating that its authorship patterns reflect a systemic practice shared across the country. This moderate level of risk, while not alarming, warrants attention. In fields outside of "Big Science," where extensive author lists are not the norm, this pattern can signal author list inflation, which dilutes individual accountability. The alignment with the national trend suggests this may be a widespread cultural practice, making it important for the institution to internally validate that its collaborations are based on genuine contribution and not on 'honorary' or political authorship.
With a Z-score of 2.208, the institution shows a significantly wider impact gap than the national average of 1.285. This high exposure, even within a shared medium-risk context, suggests a greater dependency on external partners for achieving high-impact research. A wide positive gap signals a potential sustainability risk, where scientific prestige may be more exogenous than structural. This finding invites a strategic reflection on whether the institution's excellence metrics are the result of its own internal capacity and intellectual leadership, or if they stem from a positioning strategy in collaborations where it plays a supporting role. Strengthening internal research leadership would be key to ensuring long-term scientific autonomy.
The institution records a Z-score of -1.413, indicating a complete absence of hyperprolific authors and performing even better than the low-risk national average of -0.717. This is a strong positive signal of a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and often point to risks like coercive authorship or a focus on quantity over quality. The institution's very low score demonstrates a culture that prioritizes the integrity of the scientific record and substantive contributions over the pursuit of inflated productivity metrics.
The institution's Z-score of 0.911, while indicating a medium risk, reflects a more controlled practice compared to the higher national average of 2.465. This suggests a differentiated management approach, where the university moderates a risk that is more pronounced elsewhere in the country. Publishing in in-house journals can create conflicts of interest, as the institution acts as both judge and party. The university's more moderate score indicates it is less prone to academic endogamy, but the risk level still warrants ensuring that these internal channels do not serve as 'fast tracks' to inflate publication counts at the expense of independent, external peer review.
With a Z-score of -0.490, the institution shows a near-total absence of redundant publications, a result that is significantly better than the country's already low-risk score of -0.100. This demonstrates a consistent and exemplary commitment to publishing complete and meaningful research. A high rate of bibliographic overlap often indicates 'salami slicing'—the practice of fragmenting a single study to inflate publication counts. The institution's excellent performance in this area confirms that its researchers prioritize the generation of significant new knowledge over the artificial inflation of productivity, thereby upholding the integrity of the scientific evidence base.
