| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.980 | 0.382 |
|
Retracted Output
|
-0.371 | 1.232 |
|
Institutional Self-Citation
|
2.833 | -0.131 |
|
Discontinued Journals Output
|
0.369 | 0.599 |
|
Hyperauthored Output
|
-0.951 | 0.112 |
|
Leadership Impact Gap
|
-0.765 | 1.285 |
|
Hyperprolific Authors
|
0.925 | -0.717 |
|
Institutional Journal Output
|
-0.268 | 2.465 |
|
Redundant Output
|
0.873 | -0.100 |
With an overall scientific integrity score of 0.326, the Universidad Tecnologica de Bolivar demonstrates a solid performance profile characterized by significant strengths in research governance, alongside specific, high-impact vulnerabilities that require strategic attention. The institution exhibits exemplary control in areas such as its minimal reliance on institutional journals, low rates of retracted output, and a healthy balance in the impact of its collaborative versus led research, indicating robust quality assurance mechanisms and a strong capacity for intellectual leadership. These strengths are foundational to its notable positioning in the SCImago Institutions Rankings, particularly in Computer Science and Engineering, where it ranks 16th and 18th nationally, respectively. However, this positive outlook is critically challenged by a significant risk in institutional self-citation, which suggests a tendency towards academic insularity. This pattern, coupled with medium-level risks in multiple affiliations and hyperprolific authorship, could undermine the university's mission to foster a "quality educational project" that contributes to "social transformation." An inward-looking impact model contradicts the goal of broad societal contribution. By addressing these specific vulnerabilities, particularly the self-citation anomaly, the university can better align its demonstrated scientific practices with its stated mission, ensuring its reputation for excellence is built on transparent, externally validated, and globally recognized contributions.
The institution presents a Z-score of 1.980, which is notably higher than the national average of 0.382. Although both the institution and the country operate within a medium-risk context for this indicator, the university shows a greater propensity for this behavior than its national peers. This suggests a high exposure to practices that, while often legitimate, can also signal strategic attempts to inflate institutional credit or "affiliation shopping." This heightened rate warrants a review of affiliation policies to ensure they consistently reflect substantive, genuine collaborations rather than administrative optimization.
With a Z-score of -0.371, the institution demonstrates an exceptionally low rate of retractions, especially when contrasted with the country's significant-risk score of 1.232. This marked difference suggests the university functions as an effective filter, successfully insulating itself from the systemic issues that may be driving higher retraction rates nationally. This performance is a strong positive signal, indicating that the institution's quality control mechanisms and integrity culture are robust, effectively preventing the types of methodological failure or malpractice that often lead to post-publication corrections and retractions.
The institution's Z-score of 2.833 represents a significant-risk outlier, creating a severe discrepancy with the low-risk national average of -0.131. This atypical level of risk activity is a critical finding that requires a deep integrity assessment. A certain level of self-citation is natural, but such a disproportionately high rate signals a concerning scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice creates a high risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score for this indicator is 0.369, while the national average is 0.599. This indicates that the university is engaged in differentiated management of this risk. While publishing in discontinued journals is a shared, medium-level challenge within the country, the institution demonstrates a more moderate and controlled approach than its peers. This suggests a greater degree of due diligence in selecting dissemination channels. However, the presence of this risk, even if moderated, highlights an ongoing need to enhance information literacy among researchers to completely avoid channeling work through media that do not meet international ethical or quality standards, thereby safeguarding institutional reputation.
The institution shows a low-risk Z-score of -0.951, which contrasts favorably with the country's medium-risk score of 0.112. This demonstrates strong institutional resilience, as internal control mechanisms appear to successfully mitigate the systemic risks of authorship inflation observed at the national level. This low score indicates that the university's authorship practices are well-governed, effectively distinguishing between necessary massive collaboration and potentially problematic 'honorary' or political authorship, thus preserving individual accountability and transparency.
With a Z-score of -0.765, the institution displays a low-risk profile, standing in stark contrast to the country's medium-risk average of 1.285. This result points to remarkable institutional resilience and a key strategic strength. While it is common for institutions in the national context to depend on external partners for impact, this university demonstrates that its prestige is not dependent and exogenous. The low gap suggests that its own-led research carries significant weight, reflecting a robust and sustainable internal capacity for generating high-impact science and exercising true intellectual leadership.
The institution's Z-score of 0.925 places it in the medium-risk category, representing a moderate deviation from the low-risk national standard of -0.717. This finding indicates that the university shows a greater sensitivity to risk factors associated with extreme productivity than its peers. While high output can reflect leadership, this indicator alerts to potential imbalances between quantity and quality. It points to the need to investigate risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is in the very low-risk category, a stark contrast to the country's medium-risk score of 2.465. This demonstrates a clear case of preventive isolation, where the center actively avoids the risk dynamics prevalent in its environment. By not depending on its own journals, the university circumvents potential conflicts of interest and academic endogamy. This commitment to independent, external peer review is an exemplary practice that significantly strengthens its scientific credibility and global visibility, ensuring its research is validated through standard competitive channels.
With a Z-score of 0.873, the institution registers a medium level of risk, showing a moderate deviation from the country's low-risk average of -0.100. This suggests the university is more sensitive than its national peers to practices related to data fragmentation. A high value in this indicator alerts to the potential for 'salami slicing,' where a single coherent study may be divided into minimal publishable units to artificially inflate productivity metrics. This practice can distort the scientific evidence base and should be monitored to ensure that publications represent significant and substantive contributions to knowledge.