| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.143 | 0.382 |
|
Retracted Output
|
-0.240 | 1.232 |
|
Institutional Self-Citation
|
-0.735 | -0.131 |
|
Discontinued Journals Output
|
1.732 | 0.599 |
|
Hyperauthored Output
|
-0.872 | 0.112 |
|
Leadership Impact Gap
|
0.610 | 1.285 |
|
Hyperprolific Authors
|
-1.413 | -0.717 |
|
Institutional Journal Output
|
-0.268 | 2.465 |
|
Redundant Output
|
-1.186 | -0.100 |
The Universidad Autónoma de Bucaramanga demonstrates a robust and well-balanced scientific integrity profile, with an overall risk score of -0.017 that indicates a general alignment with best practices. The institution's primary strengths lie in its exceptionally low rates of hyperprolific authorship, redundant output, and publication in institutional journals, showcasing a culture that prioritizes quality and ethical rigor. While there are areas of moderate concern, particularly regarding publication in discontinued journals and a dependency on external collaborations for impact, the university effectively mitigates the more severe systemic risks present at the national level, such as high rates of retractions and multiple affiliations. This strong integrity foundation directly supports the institution's prominent standing in key thematic areas identified by SCImago Institutions Rankings, including Business, Management and Accounting, Medicine, and Social Sciences. The commitment to ethical conduct is fundamental to the university's mission of forming "autonomous, ethical, and creative" individuals. The identified vulnerabilities, however, could challenge this mission by potentially undermining the perceived excellence and social responsibility of its research. To fully realize its vision of building a "more prosperous society," the university is encouraged to leverage its solid governance framework to address these specific risks, thereby ensuring that its scientific impact is not only significant but also structurally sound and sustainable.
The institution presents a Z-score of -0.143, a value that contrasts sharply with the national average of 0.382. This suggests a notable level of institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks of affiliation inflation that are more prevalent in the country. While multiple affiliations can be a legitimate outcome of collaboration, the university's controlled rate indicates that it is less exposed to strategic practices like "affiliation shopping" designed to artificially boost institutional credit. This prudent management of affiliations reinforces the transparency and clarity of its collaborative contributions.
With a Z-score of -0.240, the institution maintains a low-risk profile in a national context marked by a significant-risk score of 1.232. This significant gap demonstrates that the university acts as an effective filter, operating as a firewall against the practices that lead to higher retraction rates elsewhere in the country. A high rate of retractions can signal systemic failures in pre-publication quality control. The university's low score, in contrast, suggests that its integrity culture and methodological rigor are robust, preventing the kind of recurring malpractice or errors that would necessitate such corrective actions and protecting its scientific reputation.
The institution's Z-score for this indicator is -0.735, which is considerably lower than the national average of -0.131. This prudent profile indicates that the university manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, but the institution's low rate demonstrates a strong orientation towards external validation and global dialogue, avoiding the "echo chambers" that can arise from excessive self-reference. This behavior mitigates the risk of endogamous impact inflation, ensuring its academic influence is a reflection of broad community recognition rather than internal dynamics.
The university shows a Z-score of 1.732, which is notably higher than the national average of 0.599. This indicates a high exposure to this particular risk, suggesting the institution is more prone to channeling its research into questionable outlets than its national peers. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This score suggests that a significant portion of its scientific output may be directed towards media that fail to meet international ethical or quality standards, exposing the institution to severe reputational damage and signaling an urgent need to improve information literacy to avoid predatory practices.
The institution's Z-score of -0.872 is well below the national average of 0.112, demonstrating strong institutional resilience. This suggests that the university's control mechanisms are effective in mitigating the systemic risks of authorship inflation observed at the country level. While extensive author lists are legitimate in "Big Science," a controlled rate outside these contexts, as seen here, helps prevent the dilution of individual accountability and transparency. The university's profile indicates a healthy distinction between necessary large-scale collaboration and questionable practices like "honorary" authorship.
With a Z-score of 0.610, the institution shows a more moderate gap compared to the national average of 1.285. This reflects a differentiated management approach, where the university moderates a risk that appears more common across the country. However, the positive score still signals a degree of risk related to sustainability. It suggests that a portion of the institution's scientific prestige may be dependent and exogenous, rather than fully structural. This invites a strategic reflection on whether its excellence metrics are derived from genuine internal capacity or from a positioning in collaborations where it does not consistently exercise intellectual leadership.
The institution records an exceptionally low Z-score of -1.413, significantly below the national average of -0.717. This demonstrates a low-profile consistency, where the complete absence of risk signals in this area aligns with the generally low-risk standard at the national level. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low score indicates a healthy balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.
The university's Z-score is -0.268, which signals a near-total absence of this risk, especially when compared to the national average of 2.465. This represents a case of preventive isolation, where the institution consciously avoids the risk dynamics observed in its environment. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy. By not relying on this practice, the university ensures its scientific production undergoes independent external peer review, which enhances its global visibility and confirms that its researchers compete on standard, competitive terms rather than using internal "fast tracks."
With a Z-score of -1.186, the institution shows a near-absence of this risk, a figure that is substantially better than the national average of -0.100. This reflects a low-profile consistency, where the institution's clean record aligns with and improves upon the low-risk national standard. Massive bibliographic overlap between publications often indicates data fragmentation or "salami slicing." The university's excellent score suggests a strong institutional policy against artificially inflating productivity by dividing studies into minimal units, thereby promoting the publication of significant, coherent knowledge and respecting the scientific review system.