| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.399 | -0.476 |
|
Retracted Output
|
-0.531 | -0.174 |
|
Institutional Self-Citation
|
0.264 | -0.045 |
|
Discontinued Journals Output
|
-0.248 | -0.276 |
|
Hyperauthored Output
|
-0.183 | 0.497 |
|
Leadership Impact Gap
|
-0.917 | 0.185 |
|
Hyperprolific Authors
|
-0.834 | -0.391 |
|
Institutional Journal Output
|
-0.268 | 0.278 |
|
Redundant Output
|
-0.170 | -0.228 |
The Universidad Politécnica de Cartagena demonstrates a robust scientific integrity profile, reflected in a favorable overall risk score of -0.409. This performance indicates that the institution's research practices are, on the whole, more secure than the global average. Key strengths are evident in its exceptionally low rates of retracted publications, minimal dependence on external collaborations for impact, and negligible use of institutional journals, showcasing strong internal quality controls and a high degree of scientific autonomy. The primary area for strategic attention is a moderate level of institutional self-citation, which warrants review to ensure that the university's impact is validated by broad external recognition. According to SCImago Institutions Rankings data, these sound practices underpin the university's competitive positioning in key thematic areas such as Environmental Science, Computer Science, Business, Management and Accounting, and Chemistry. This solid integrity foundation is crucial for fulfilling its mission to promote "quality" and "socio-economic and technological development." However, the tendency towards self-citation could challenge the "international perspective" of its mission, suggesting a need to foster broader engagement. By addressing this specific vulnerability, the university can further strengthen its reputation and ensure its contributions fully align with its commitment to serving society with the highest standards of excellence.
The institution's Z-score of -0.399 is slightly higher than the national average of -0.476. This suggests a minor but noticeable trend towards multiple affiliations that, while still within a low-risk range, warrants observation. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight increase compared to national peers could signal an emerging pattern. It is advisable to monitor this indicator to ensure that affiliations continue to reflect genuine collaboration rather than strategic attempts to inflate institutional credit.
With a Z-score of -0.531, the institution exhibits an exceptionally low rate of retracted publications, performing significantly better than the national average of -0.174. This result demonstrates a high degree of consistency with a low-risk environment, indicating that the university's quality control and supervision mechanisms are robust and effective. The near absence of these critical events suggests that research is conducted with methodological rigor, reinforcing the institution's culture of integrity and minimizing the risk of systemic failures in its pre-publication review processes.
The institution's Z-score of 0.264 for institutional self-citation marks a moderate deviation from the national average of -0.045, indicating a greater sensitivity to this risk factor than its peers. A certain level of self-citation is natural, reflecting the continuity of established research lines. However, this elevated rate signals a potential concern, as disproportionately high values can create 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This trend warns of a risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution's rate of publication in discontinued journals, with a Z-score of -0.248, is statistically normal and aligns closely with the national average of -0.276. This indicates that the institution's practices for selecting dissemination channels are consistent with its context and size. The low incidence of this indicator suggests that researchers are generally exercising appropriate due diligence, avoiding media that do not meet international ethical or quality standards and thereby protecting the institution from the reputational risks associated with 'predatory' or low-quality publishing practices.
The institution shows significant resilience against the national trend of hyper-authorship, with a low-risk Z-score of -0.183 compared to the country's medium-risk score of 0.497. This suggests that internal control mechanisms are effectively mitigating a systemic risk present in the wider environment. The institution's contained rate indicates a healthy approach to authorship, successfully distinguishing between necessary massive collaboration and practices like 'honorary' authorship, thereby preserving individual accountability and transparency.
The institution demonstrates a remarkable degree of scientific autonomy, with a Z-score of -0.917 that indicates a very small gap between its overall impact and the impact of research it leads. This stands in stark contrast to the national average of 0.185, showing a preventive isolation from the risk of impact dependency observed elsewhere. This result suggests that the institution's scientific prestige is structural and generated by strong internal capacity, rather than being reliant on strategic positioning in collaborations where it does not exercise intellectual leadership. This is a clear indicator of sustainable and self-sufficient research excellence.
With a Z-score of -0.834, the institution maintains a prudent profile regarding hyperprolific authors, managing its processes with more rigor than the national standard (-0.391). This very low rate indicates a healthy balance between productivity and quality. By avoiding extreme individual publication volumes, the institution mitigates risks such as coercive authorship or the assignment of authorship without real participation, reinforcing a culture that prioritizes the integrity of the scientific record and meaningful intellectual contribution over purely quantitative metrics.
The institution effectively isolates itself from the risks associated with publishing in its own journals, registering a very low Z-score of -0.268 against a medium-risk national average of 0.278. This demonstrates a clear commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the university circumvents potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production undergoes independent external peer review and competes on a global stage rather than using internal channels as 'fast tracks' for publication.
The institution's rate of redundant output, with a Z-score of -0.170, is slightly higher than the national average of -0.228. Although the risk level remains low, this value points to an incipient vulnerability. Citing previous work is essential, but this metric alerts to the potential for data fragmentation or 'salami slicing,' where a single study is divided into minimal publishable units to artificially inflate productivity. This signal warrants a review to ensure that publication practices prioritize the communication of significant new knowledge over the maximization of output volume.
