| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.020 | 1.232 |
|
Retracted Output
|
-0.061 | -0.226 |
|
Institutional Self-Citation
|
-0.791 | -0.165 |
|
Discontinued Journals Output
|
2.101 | 0.908 |
|
Hyperauthored Output
|
-0.442 | -0.163 |
|
Leadership Impact Gap
|
1.590 | 2.143 |
|
Hyperprolific Authors
|
-1.413 | -1.116 |
|
Institutional Journal Output
|
30.129 | 9.981 |
|
Redundant Output
|
-0.078 | 0.021 |
The Universidad del Zulia presents a complex scientific integrity profile, with an overall risk score of 3.389 that indicates significant areas requiring strategic intervention. The institution demonstrates notable strengths in maintaining low-risk levels for Institutional Self-Citation, Hyperprolific Authors, and Hyper-Authored Output, suggesting a healthy culture of external validation and balanced authorship practices. However, these strengths are overshadowed by critical vulnerabilities, most notably an exceptionally high Rate of Output in Institutional Journals and a concerning Rate of Output in Discontinued Journals. These weaknesses suggest systemic issues related to academic endogamy and due diligence in publication channel selection. Thematically, the university excels in several key areas according to SCImago Institutions Rankings data, holding top national positions in Business, Management and Accounting (1st), Veterinary (1st), Social Sciences (2nd), and Agricultural and Biological Sciences (3rd). This academic leadership is directly threatened by the identified integrity risks; a reliance on internal journals and low-quality publication channels contradicts the institutional mission to uphold "the most solid principles of ethics" and act as a "key institution for regional and national development." To fully realize its mission and protect its reputational capital, it is imperative that the university leverages its thematic strengths while implementing robust governance policies to address these critical integrity gaps, thereby ensuring its research contributes genuine "social value."
The institution's Z-score for this indicator is 1.020, slightly below the national average of 1.232. This suggests that while the university operates within a national context where multiple affiliations are a common practice, its internal management appears to moderate this trend more effectively than its peers. While multiple affiliations can be a legitimate outcome of collaboration, a medium-level signal like this warrants a review to ensure these practices are driven by genuine scientific partnerships rather than strategic attempts to inflate institutional credit. The university's ability to maintain a rate below the national average points to a differentiated approach that helps manage the potential reputational risks associated with "affiliation shopping."
With a Z-score of -0.061, the institution shows a slightly higher incidence of retractions compared to the national average of -0.226, though both remain at a low-risk level. This minor deviation suggests an incipient vulnerability, where the institution is beginning to show signals of post-publication issues that are less frequent elsewhere in the country. Retractions can be complex, sometimes reflecting responsible error correction. However, this slight uptick warrants a review of pre-publication quality control mechanisms to ensure they are robust enough to prevent systemic failures in methodological rigor or potential malpractice before they escalate.
The institution demonstrates an excellent profile in this area, with a Z-score of -0.791, placing it in the very low-risk category, well below the country's low-risk score of -0.165. This result indicates a strong outward-looking research culture, consistent with the low-risk national standard. The absence of risk signals shows that the institution effectively avoids the "echo chambers" that can arise from excessive self-validation. This low rate of institutional self-citation is a positive sign that the university's academic influence is validated by the broader global community, not inflated by internal dynamics, reflecting a healthy integration into international scientific dialogue.
The university's Z-score of 2.101 is significantly higher than the national average of 0.908, although both fall within the medium-risk category. This indicates that the institution has a much higher exposure to this risk factor than its national peers, suggesting a greater propensity to publish in channels that fail to meet international quality standards. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination venues. This pattern exposes the institution to severe reputational damage and suggests an urgent need to enhance information literacy among its researchers to prevent the channeling of scientific production through predatory or low-quality media.
With a Z-score of -0.442, the institution maintains a prudent profile, showing a lower incidence of hyper-authored publications than the national average of -0.163. This demonstrates that the university manages its authorship processes with more rigor than the national standard. The data suggests that, outside of legitimate "Big Science" contexts, the institution effectively discourages author list inflation. This is a positive indicator of a culture that values transparency and individual accountability, successfully distinguishing between necessary large-scale collaboration and questionable practices like honorary or political authorship.
The institution's Z-score of 1.590 is notably lower than the national average of 2.143, indicating a more balanced impact profile. This suggests that the university, while operating in a context where dependency on external partners for impact is common, demonstrates a differentiated management that moderates this risk. A wide gap signals a sustainability risk where prestige is largely exogenous. The university's more contained score suggests a healthier balance, where its scientific prestige is less dependent on collaborations where it does not exercise intellectual leadership, pointing toward a more robust and structural internal capacity for generating high-impact research.
The institution shows total operational silence in this risk area, with a Z-score of -1.413 that is even lower than the country's very low average of -1.116. This complete absence of risk signals, even when compared to a healthy national baseline, is an indicator of exemplary academic practice. It suggests a research environment that prioritizes quality and meaningful intellectual contribution over sheer volume. This result reflects a culture that effectively avoids the pressures leading to extreme publication outputs, thereby mitigating risks such as coercive authorship or the assignment of credit without real participation, and safeguarding the integrity of its scientific record.
The institution's Z-score of 30.129 is a global red flag, drastically exceeding the already critical national average of 9.981. This result indicates that the university is a primary driver of this high-risk practice within a country already highly compromised in this area. Such an extreme dependence on its own journals creates a severe conflict of interest, as the institution acts as both judge and party in the validation of its research. This pattern strongly warns of academic endogamy, where scientific production may be systematically bypassing independent external peer review, potentially using internal channels as 'fast tracks' to inflate publication counts at the expense of global visibility and competitive validation.
With a Z-score of -0.078, the institution displays strong institutional resilience against a risk that is more pronounced at the national level (Z-score of 0.021). This discrepancy suggests that the university's internal control mechanisms are effectively mitigating the systemic pressures that can lead to redundant publications. The low score indicates that the institution successfully discourages 'salami slicing,' the practice of fragmenting a single study into multiple minimal units to artificially inflate productivity. By doing so, the university upholds the integrity of the scientific evidence base and avoids overburdening the peer-review system, prioritizing significant new knowledge over volume.