| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.755 | 0.382 |
|
Retracted Output
|
-0.475 | 1.232 |
|
Institutional Self-Citation
|
-0.908 | -0.131 |
|
Discontinued Journals Output
|
1.425 | 0.599 |
|
Hyperauthored Output
|
-1.148 | 0.112 |
|
Leadership Impact Gap
|
2.648 | 1.285 |
|
Hyperprolific Authors
|
-1.413 | -0.717 |
|
Institutional Journal Output
|
-0.268 | 2.465 |
|
Redundant Output
|
-1.186 | -0.100 |
Universidad Santiago de Cali presents a dual profile in scientific integrity, marked by a solid foundation in core research practices alongside specific, high-priority areas for strategic intervention. With an overall integrity score of 0.020, the institution demonstrates exceptional control over fundamental indicators such as retracted output, institutional self-citation, and hyper-authorship, suggesting robust internal governance. However, this is contrasted by medium-risk signals in the Rate of Multiple Affiliations, Rate of Output in Discontinued Journals, and a notable Gap between its total and led-research impact. These vulnerabilities require attention as they could undermine the institution's mission to foster "ethical, analytical, and critical" professionals with a commitment to "quality" and "social responsibility." The university's strong positioning in the SCImago Institutions Rankings, particularly in Chemistry (9th in Colombia), Social Sciences (18th), and Medicine (20th), provides a platform of academic strength from which to address these integrity challenges. To fully align its operational practices with its aspirational goals, the university should leverage its evident strengths in research ethics to mitigate the identified risks, ensuring its pursuit of excellence is built upon a transparent and sustainable scientific foundation.
The institution presents a Z-score of 0.755, which is notably higher than the national average of 0.382. Although this indicator is at a medium-risk level for both the university and the country, the institution shows a greater propensity for this dynamic than its national peers. This suggests a higher exposure to the risks associated with this practice. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The university's elevated score warrants a review to ensure that its collaborative practices are driven by genuine scientific synergy rather than metric-oriented strategies, thereby safeguarding the transparency of its institutional contributions.
The university demonstrates an exemplary profile with a Z-score of -0.475, indicating a very low risk, in stark contrast to the country's significant-risk average of 1.232. This pronounced difference suggests a clear environmental disconnection, where the institution's internal governance and quality control mechanisms operate independently and more effectively than the national trend. A high rate of retractions can suggest systemic failures in pre-publication review. However, the university's excellent score indicates that its quality control processes are robust, successfully preventing the kind of recurring malpractice or lack of methodological rigor that can damage an institution's integrity culture. This performance is a testament to a strong commitment to scientific responsibility.
With a Z-score of -0.908, the institution shows a near-total absence of risk signals, performing better than the national low-risk average of -0.131. This demonstrates a low-profile consistency, where the university's practices align with, and even exceed, the standards of a secure national environment. A certain level of self-citation is natural, reflecting the continuity of research lines. The institution's very low score, however, indicates that its work is validated by a broad external community, avoiding the "echo chambers" that can arise from excessive self-reference. This result confirms that the university's academic influence is driven by global community recognition rather than being inflated by internal dynamics.
The institution's Z-score for this indicator is 1.425, a medium-risk value that is considerably higher than the national medium-risk average of 0.599. This indicates a high exposure to this particular risk, suggesting the university is more prone to this issue than its peers. A high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. The elevated Z-score indicates that a significant portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy to prevent the investment of resources in 'predatory' or low-quality publishing practices.
The university exhibits a Z-score of -1.148, a very low-risk value that signifies preventive isolation from the medium-risk dynamics observed at the national level (Z-score of 0.112). This indicates that the institution does not replicate the risk of authorship inflation that is more common in its environment. While extensive author lists are legitimate in 'Big Science,' their appearance in other contexts can signal a dilution of individual accountability. The university's very low score suggests its authorship practices are transparent and well-governed, effectively distinguishing between necessary massive collaboration and potentially inappropriate 'honorary' or political authorship, thus upholding individual accountability.
The institution registers a Z-score of 2.648, a medium-risk value that is significantly higher than the country's average of 1.285. This reveals a high exposure to dependency on external collaboration for impact, a vulnerability that is more pronounced at the university than in the national system. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. The university's high score suggests that a substantial part of its scientific prestige may be dependent and exogenous, rather than structural. This invites a strategic reflection on whether its excellence metrics result from genuine internal capacity or from positioning in collaborations where it does not exercise primary intellectual leadership.
With a Z-score of -1.413, the institution shows a very low risk in this area, performing significantly better than the national low-risk average of -0.717. This demonstrates a low-profile consistency, where the absence of risk signals aligns with and improves upon the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. The university's very low score indicates that it is effectively avoiding risks such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over the inflation of productivity metrics.
The university's Z-score of -0.268 is a very low-risk value, showcasing a commendable case of preventive isolation from the medium-risk trend prevalent in the country (Z-score of 2.465). This result indicates the institution does not replicate the risk of academic endogamy observed in its environment. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest. The university's minimal reliance on such channels demonstrates a commitment to independent, external peer review. This practice enhances the global visibility of its research and confirms that it avoids using internal channels as potential 'fast tracks' for publication without standard competitive validation.
The institution records a Z-score of -1.186, a very low-risk value that is substantially better than the national low-risk average of -0.100. This reflects a low-profile consistency, with the university's practices demonstrating a higher standard of integrity than the national norm. Massive bibliographic overlap between publications can indicate data fragmentation or 'salami slicing,' a practice that artificially inflates productivity. The university's very low score suggests its researchers are focused on publishing significant, coherent studies rather than dividing work into minimal publishable units. This approach respects the scientific record and the review system by prioritizing the generation of new knowledge over sheer volume.
