| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.579 | 0.382 |
|
Retracted Output
|
1.385 | 1.232 |
|
Institutional Self-Citation
|
2.783 | -0.131 |
|
Discontinued Journals Output
|
3.390 | 0.599 |
|
Hyperauthored Output
|
-1.109 | 0.112 |
|
Leadership Impact Gap
|
0.711 | 1.285 |
|
Hyperprolific Authors
|
0.499 | -0.717 |
|
Institutional Journal Output
|
2.783 | 2.465 |
|
Redundant Output
|
0.766 | -0.100 |
The Universidad Distrital Francisco José de Caldas presents a complex scientific integrity profile, marked by a significant overall risk score of 1.637. This score reflects a dichotomy between commendable control in certain areas and critical vulnerabilities in others. The institution's main strengths lie in its effective management of hyper-authorship and a more sustainable balance between its overall impact and the impact of its internally-led research when compared to national trends. However, these are overshadowed by significant risks in the rates of retracted output, institutional self-citation, and publication in discontinued journals, which are not only high in absolute terms but also deviate sharply from national patterns. These integrity challenges stand in stark contrast to the university's recognized thematic leadership, as evidenced by its strong national rankings in areas such as Environmental Science (2nd in Colombia), Engineering (7th), and Arts and Humanities (8th), according to SCImago Institutions Rankings data. The institution's mission to foster a "critical spirit," promote "scientific knowledge," and encourage "reasoned dialogue" is directly threatened by practices that suggest a potential lack of methodological rigor, academic endogamy, and insufficient due diligence. To bridge this gap, it is recommended that the university leverage its academic strengths to spearhead a renewed institutional commitment to research integrity, implementing targeted training and revised evaluation policies that align its operational practices with its stated mission of excellence and social responsibility.
The institution presents a Z-score of 0.579, while the national average is 0.382. This indicates that the university is more exposed to the risks associated with this practice than its national peers. Although a medium level of multiple affiliations is common within the country, the university's higher rate suggests a greater propensity for its researchers to engage in this behavior. While multiple affiliations are often a legitimate result of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping,” a dynamic that warrants closer monitoring to ensure that all declared affiliations correspond to substantive contributions.
With a Z-score of 1.385 against a national average of 1.232, the university not only operates within a high-risk national context but also exceeds it, positioning it as a concerning outlier. This situation serves as a global red flag, indicating that the institution leads in a critical risk metric within a country already facing significant challenges. Retractions are complex events, but a rate significantly higher than the average alerts to a systemic vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the institution's scientific reputation.
A severe discrepancy exists between the institution's Z-score of 2.783 and the country's low-risk score of -0.131. This shows that the university's risk activity is highly atypical and anomalous within its national context, demanding a deep integrity assessment. A certain level of self-citation is natural, but the institution's disproportionately high rate signals a concerning level of scientific isolation. This value warns of a significant risk of creating 'echo chambers' where the institution validates its own work without sufficient external scrutiny, potentially leading to an endogamous inflation of its academic impact that is not reflective of recognition by the global scientific community.
The institution's Z-score of 3.390 is critically high, especially when compared to the country's medium-risk score of 0.599. This indicates that the university is not just participating in a national vulnerability but is actively amplifying it. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score suggests that a significant portion of the university's scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution demonstrates a low-risk Z-score of -1.109, a positive result that contrasts with the country's medium-risk average of 0.112. This suggests a notable level of institutional resilience, where internal control mechanisms appear to be successfully mitigating systemic risks that are more prevalent at the national level. By maintaining a low rate of hyper-authorship, the university shows effective governance in distinguishing between necessary massive collaboration and potentially problematic 'honorary' or political authorship practices, thereby upholding standards of individual accountability and transparency in its publications.
With a Z-score of 0.711, the institution demonstrates more effective management of this indicator compared to the national average of 1.285. This reflects a differentiated approach, where the university successfully moderates a risk that appears more common across the country. A very wide positive gap can signal that an institution's prestige is overly dependent on external partners rather than its own structural capacity. The university's more contained score suggests a healthier balance, indicating that its scientific excellence is more closely tied to its own intellectual leadership, which points towards a more sustainable and robust research ecosystem.
The institution's Z-score of 0.499 represents a moderate deviation from the national standard, which stands at a low-risk -0.717. This suggests the university has a greater sensitivity to risk factors related to extreme productivity than its national peers. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This indicator serves as an alert to potential imbalances between quantity and quality, pointing to 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 university's Z-score of 2.783 is higher than the national average of 2.465, indicating a high level of exposure to the risks of this practice. While both the institution and the country show a medium-risk pattern, the university is more prone to relying on its own publication channels. In-house journals can raise conflicts of interest, as the institution acts as both judge and party. This elevated score warns of the risk of academic endogamy, where scientific production might bypass independent external peer review, potentially limiting global visibility and indicating the use of internal channels as 'fast tracks' to inflate CVs without standard competitive validation.
With a Z-score of 0.766, the institution shows a moderate deviation from the national context, where the average is a low-risk -0.100. This indicates that the university is more sensitive than its peers to risk factors associated with data fragmentation. Massive and recurring bibliographic overlap between publications often indicates 'salami slicing,' the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This value serves as an alert that such practices may be occurring, which can distort the available scientific evidence and overburden the review system by prioritizing publication volume over the generation of significant new knowledge.
