| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.176 | 0.382 |
|
Retracted Output
|
-0.353 | 1.232 |
|
Institutional Self-Citation
|
0.673 | -0.131 |
|
Discontinued Journals Output
|
-0.184 | 0.599 |
|
Hyperauthored Output
|
0.037 | 0.112 |
|
Leadership Impact Gap
|
0.526 | 1.285 |
|
Hyperprolific Authors
|
-0.200 | -0.717 |
|
Institutional Journal Output
|
1.394 | 2.465 |
|
Redundant Output
|
0.140 | -0.100 |
With a global integrity score of 0.028, the Universidad Industrial de Santander demonstrates a robust and healthy research profile, characterized by exceptional resilience against some of the most significant risks prevalent in the national scientific system. The institution's primary strengths lie in its effective governance, which acts as a firewall against problematic national trends in retracted publications and the use of discontinued journals. This solid foundation is complemented by outstanding academic positioning, with SCImago Institutions Rankings placing the university among the top national leaders in key areas such as Chemistry (2nd in Colombia), and Agricultural and Biological Sciences, Biochemistry, Genetics and Molecular Biology, and Earth and Planetary Sciences (all 3rd in Colombia). However, moderate vulnerabilities in Institutional Self-Citation and Redundant Output, where the university's performance lags behind the national average, present a potential misalignment with its mission to train "integral, ethical" professionals and build "social trust." These practices, if left unaddressed, could undermine the principle of external validation and scientific excellence that is central to its institutional purpose. By leveraging its proven strengths in process control to mitigate these specific areas of concern, the university can further solidify its role as a benchmark for scientific integrity and social responsibility in the region.
The institution exhibits a Z-score of -0.176, positioning it favorably against the national average of 0.382. This contrast suggests a high degree of institutional resilience, as the university's control mechanisms appear to successfully mitigate systemic risks observed elsewhere in the country. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's low-risk profile indicates that its collaborative framework is well-governed, effectively preventing practices like "affiliation shopping" and ensuring that institutional credit is a genuine reflection of its contributions, a standard not as consistently met at the national level.
With a Z-score of -0.353, the institution demonstrates an outstandingly low incidence of retracted publications, especially when compared to the country's significant-risk score of 1.232. This stark difference highlights the university's role as an effective filter, successfully insulating itself from a critical vulnerability within the national research ecosystem. A high rate of retractions can suggest systemic failures in pre-publication quality control. The institution's excellent performance in this area is a strong indicator of a healthy integrity culture, where robust methodological rigor and supervision effectively prevent the kinds of recurring malpractice that may be affecting the national system, thereby safeguarding its scientific reputation.
The university's Z-score for this indicator is 0.673, a medium-risk value that represents a moderate deviation from the national average of -0.131. This suggests the institution is more sensitive to this particular risk factor than its national peers. While a certain degree of self-citation is natural in developing research lines, the university's higher-than-average score warrants attention. It signals a potential for scientific isolation or the formation of 'echo chambers,' where work is validated internally without sufficient external scrutiny. This dynamic could lead to an endogamous inflation of impact, creating a perception of academic influence that is driven more by internal dynamics than by recognition from the global scientific community.
The institution maintains a low-risk Z-score of -0.184, contrasting sharply with the medium-risk national average of 0.599. This performance showcases strong institutional resilience and effective governance in publication strategies. The university's low score indicates that its researchers exercise strong due diligence in selecting dissemination channels, successfully avoiding a pitfall that is more common nationally. By steering clear of journals that do not meet international ethical or quality standards, the institution protects its reputation and ensures its research investment is not wasted on predatory or low-impact platforms, a practice that appears to be a more significant challenge for the country as a whole.
With a Z-score of 0.037, the institution aligns with the national medium-risk level (0.112) but demonstrates more effective moderation of this trend. This reflects a differentiated management approach, where the university contains a risk that appears common in its environment. While extensive author lists are legitimate in "Big Science," their appearance in other fields can indicate author list inflation, which dilutes accountability. The institution's score, being lower than the national average, suggests a more discerning application of authorship criteria, allowing it to better distinguish between necessary massive collaboration and potentially problematic "honorary" authorship practices.
The institution's Z-score of 0.526, while in the medium-risk category, is significantly lower than the national average of 1.285. This indicates a differentiated management of impact dependency, where the university moderates a risk that is more pronounced across the country. A large gap suggests that scientific prestige is heavily reliant on external partners rather than on internally-led research. The university's more contained score points to a healthier balance, suggesting that its scientific excellence is more structurally embedded and less dependent on exogenous factors. This reflects a greater capacity for intellectual leadership compared to the national trend.
The institution's Z-score of -0.200 is in the low-risk category, similar to the national score of -0.717. However, the university's score is slightly higher, pointing to an incipient vulnerability that warrants monitoring. While the overall risk is minimal, this subtle signal suggests that the institution should remain vigilant. Extreme publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. Although not currently a problem, these early signals should be reviewed to preemptively address any potential for practices like coercive authorship or superficial productivity from escalating.
The university shows a Z-score of 1.394, which, while in the medium-risk band, is considerably lower than the national average of 2.465. This demonstrates differentiated management, as the institution effectively moderates a risk that is highly prevalent in its national context. Over-reliance on in-house journals can create conflicts of interest and academic endogamy by bypassing independent peer review. The institution's more controlled score indicates a more balanced publication strategy that reduces the risk of using internal channels as "fast tracks" for publication, thereby ensuring its research faces more rigorous, external validation and achieves greater global visibility.
With a Z-score of 0.140, the institution presents a medium-risk profile that marks a moderate deviation from the low-risk national average of -0.100. This indicates that the university shows a greater sensitivity to this risk factor than its peers. The score serves as an alert to the potential practice of fragmenting coherent studies into "minimal publishable units" to artificially inflate productivity metrics. This trend warrants a review of internal publication incentives to ensure the focus remains on producing significant, consolidated knowledge rather than on volume, a practice which can distort the scientific record and overburden the peer-review system.
